genes2prot.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "d=pd.read_csv('histone_genes.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Histone type</th>\n",
       "      <th>Histone variant</th>\n",
       "      <th>HGNC symbol</th>\n",
       "      <th>NCBI gene ID</th>\n",
       "      <th>Ensembl gene ID</th>\n",
       "      <th>Expr. timing</th>\n",
       "      <th>Expr. pattern</th>\n",
       "      <th>Biotype</th>\n",
       "      <th>Bona fide canonical</th>\n",
       "      <th>PMIDs</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.0</td>\n",
       "      <td>H1-0</td>\n",
       "      <td>3005</td>\n",
       "      <td>ENSG00000189060</td>\n",
       "      <td>RI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.1</td>\n",
       "      <td>H1-1</td>\n",
       "      <td>3024</td>\n",
       "      <td>ENSG00000124610</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.2</td>\n",
       "      <td>H1-2</td>\n",
       "      <td>3006</td>\n",
       "      <td>ENSG00000187837</td>\n",
       "      <td>Mixed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.3</td>\n",
       "      <td>H1-3</td>\n",
       "      <td>3007</td>\n",
       "      <td>ENSG00000124575</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.4</td>\n",
       "      <td>H1-4</td>\n",
       "      <td>3008</td>\n",
       "      <td>ENSG00000168298</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.5</td>\n",
       "      <td>H1-5</td>\n",
       "      <td>3009</td>\n",
       "      <td>ENSG00000184357</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.6</td>\n",
       "      <td>H1-6</td>\n",
       "      <td>3010</td>\n",
       "      <td>ENSG00000187475</td>\n",
       "      <td>RD</td>\n",
       "      <td>TS</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.7</td>\n",
       "      <td>H1-7</td>\n",
       "      <td>341567</td>\n",
       "      <td>ENSG00000187166</td>\n",
       "      <td>RI</td>\n",
       "      <td>TS</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>H1</td>\n",
       "      <td>OO H1.8</td>\n",
       "      <td>H1-8</td>\n",
       "      <td>132243</td>\n",
       "      <td>ENSG00000178804</td>\n",
       "      <td>RI</td>\n",
       "      <td>OO</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.9(?)</td>\n",
       "      <td>H1-9P</td>\n",
       "      <td>373861</td>\n",
       "      <td>ENSG00000188662</td>\n",
       "      <td>RI</td>\n",
       "      <td>TS</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12920187 26689747 17852044</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.10</td>\n",
       "      <td>H1-10</td>\n",
       "      <td>8971</td>\n",
       "      <td>ENSG00000184897</td>\n",
       "      <td>RI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>H1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H1-12P</td>\n",
       "      <td>387325</td>\n",
       "      <td>ENSG00000216331</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>H2A</td>\n",
       "      <td>TS H2A.1</td>\n",
       "      <td>H2AC1</td>\n",
       "      <td>221613</td>\n",
       "      <td>ENSG00000164508</td>\n",
       "      <td>Mixed</td>\n",
       "      <td>TS</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2011515 7068607 24506885</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>H2A</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H2AC2P</td>\n",
       "      <td>387319</td>\n",
       "      <td>ENSG00000216436</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>H2A</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H2AC3P</td>\n",
       "      <td>85303</td>\n",
       "      <td>ENSG00000242387</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC4</td>\n",
       "      <td>8335</td>\n",
       "      <td>ENSG00000278463</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>H2A</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H2AC5P</td>\n",
       "      <td>10341</td>\n",
       "      <td>ENSG00000234816</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC6</td>\n",
       "      <td>8334</td>\n",
       "      <td>ENSG00000180573</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC7</td>\n",
       "      <td>3013</td>\n",
       "      <td>ENSG00000196866</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC8</td>\n",
       "      <td>3012</td>\n",
       "      <td>ENSG00000277075</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>H2A</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H2AC9P</td>\n",
       "      <td>387323</td>\n",
       "      <td>ENSG00000218281</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>H2A</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H2AC10P</td>\n",
       "      <td>8333</td>\n",
       "      <td>ENSG00000218690</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC11</td>\n",
       "      <td>8969</td>\n",
       "      <td>ENSG00000196787</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC12</td>\n",
       "      <td>85235</td>\n",
       "      <td>ENSG00000274997</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC13</td>\n",
       "      <td>8329</td>\n",
       "      <td>ENSG00000196747</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC14</td>\n",
       "      <td>8331</td>\n",
       "      <td>ENSG00000276368</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC15</td>\n",
       "      <td>8330</td>\n",
       "      <td>ENSG00000275221</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC16</td>\n",
       "      <td>8332</td>\n",
       "      <td>ENSG00000276903</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC17</td>\n",
       "      <td>8336</td>\n",
       "      <td>ENSG00000278677</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC18</td>\n",
       "      <td>8337</td>\n",
       "      <td>ENSG00000203812</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3.2</td>\n",
       "      <td>H3C14</td>\n",
       "      <td>126961</td>\n",
       "      <td>ENSG00000203811</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3.1</td>\n",
       "      <td>H3C15</td>\n",
       "      <td>333932</td>\n",
       "      <td>ENSG00000203852</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.Y.1</td>\n",
       "      <td>H3Y1</td>\n",
       "      <td>391769</td>\n",
       "      <td>ENSG00000269466</td>\n",
       "      <td>RI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>20819935</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.Y.2</td>\n",
       "      <td>H3Y2</td>\n",
       "      <td>340096</td>\n",
       "      <td>ENSG00000268799</td>\n",
       "      <td>RI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>20819935</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3(?)</td>\n",
       "      <td>H3-2</td>\n",
       "      <td>440686</td>\n",
       "      <td>ENSG00000273213</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3A</td>\n",
       "      <td>3020</td>\n",
       "      <td>ENSG00000163041</td>\n",
       "      <td>RI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3B</td>\n",
       "      <td>3021</td>\n",
       "      <td>ENSG00000132475</td>\n",
       "      <td>RI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>H3</td>\n",
       "      <td>TS H3.4</td>\n",
       "      <td>H3-4</td>\n",
       "      <td>8290</td>\n",
       "      <td>ENSG00000168148</td>\n",
       "      <td>RI</td>\n",
       "      <td>TS</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8986613</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.5</td>\n",
       "      <td>H3-5</td>\n",
       "      <td>440093</td>\n",
       "      <td>ENSG00000188375</td>\n",
       "      <td>RI</td>\n",
       "      <td>TS</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>21274551</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "      <td>RI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23324462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>H3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H3P26</td>\n",
       "      <td>10338</td>\n",
       "      <td>ENSG00000224447</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>H3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H3P4</td>\n",
       "      <td>106479023</td>\n",
       "      <td>ENSG00000213244</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>H3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H3P37</td>\n",
       "      <td>664611</td>\n",
       "      <td>ENSG00000270433</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>H3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H3P38</td>\n",
       "      <td>654505</td>\n",
       "      <td>ENSG00000259389</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C1</td>\n",
       "      <td>8359</td>\n",
       "      <td>ENSG00000278637</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C2</td>\n",
       "      <td>8366</td>\n",
       "      <td>ENSG00000278705</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C3</td>\n",
       "      <td>8364</td>\n",
       "      <td>ENSG00000197061</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C4</td>\n",
       "      <td>8360</td>\n",
       "      <td>ENSG00000277157</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C5</td>\n",
       "      <td>8367</td>\n",
       "      <td>ENSG00000276966</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C6</td>\n",
       "      <td>8361</td>\n",
       "      <td>ENSG00000274618</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C7</td>\n",
       "      <td>8369</td>\n",
       "      <td>ENSG00000275663</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C9</td>\n",
       "      <td>8294</td>\n",
       "      <td>ENSG00000276180</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>H4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>H4C10P</td>\n",
       "      <td>10337</td>\n",
       "      <td>ENSG00000217862</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C11</td>\n",
       "      <td>8363</td>\n",
       "      <td>ENSG00000197238</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C12</td>\n",
       "      <td>8362</td>\n",
       "      <td>ENSG00000273542</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C13</td>\n",
       "      <td>8368</td>\n",
       "      <td>ENSG00000275126</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C15</td>\n",
       "      <td>554313</td>\n",
       "      <td>ENSG00000270276</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4-16</td>\n",
       "      <td>121504</td>\n",
       "      <td>ENSG00000197837</td>\n",
       "      <td>RD</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COD</td>\n",
       "      <td>canonical</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>133 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Histone type  Histone variant HGNC symbol  NCBI gene ID  Ensembl gene ID  \\\n",
       "0             H1             H1.0        H1-0          3005  ENSG00000189060   \n",
       "1             H1             H1.1        H1-1          3024  ENSG00000124610   \n",
       "2             H1             H1.2        H1-2          3006  ENSG00000187837   \n",
       "3             H1             H1.3        H1-3          3007  ENSG00000124575   \n",
       "4             H1             H1.4        H1-4          3008  ENSG00000168298   \n",
       "5             H1             H1.5        H1-5          3009  ENSG00000184357   \n",
       "6             H1          TS H1.6        H1-6          3010  ENSG00000187475   \n",
       "7             H1          TS H1.7        H1-7        341567  ENSG00000187166   \n",
       "8             H1          OO H1.8        H1-8        132243  ENSG00000178804   \n",
       "9             H1       TS H1.9(?)       H1-9P        373861  ENSG00000188662   \n",
       "10            H1            H1.10       H1-10          8971  ENSG00000184897   \n",
       "11            H1              NaN      H1-12P        387325  ENSG00000216331   \n",
       "12           H2A         TS H2A.1       H2AC1        221613  ENSG00000164508   \n",
       "13           H2A              NaN      H2AC2P        387319  ENSG00000216436   \n",
       "14           H2A              NaN      H2AC3P         85303  ENSG00000242387   \n",
       "15           H2A    canonical H2A       H2AC4          8335  ENSG00000278463   \n",
       "16           H2A              NaN      H2AC5P         10341  ENSG00000234816   \n",
       "17           H2A    canonical H2A       H2AC6          8334  ENSG00000180573   \n",
       "18           H2A    canonical H2A       H2AC7          3013  ENSG00000196866   \n",
       "19           H2A    canonical H2A       H2AC8          3012  ENSG00000277075   \n",
       "20           H2A              NaN      H2AC9P        387323  ENSG00000218281   \n",
       "21           H2A              NaN     H2AC10P          8333  ENSG00000218690   \n",
       "22           H2A    canonical H2A      H2AC11          8969  ENSG00000196787   \n",
       "23           H2A    canonical H2A      H2AC12         85235  ENSG00000274997   \n",
       "24           H2A    canonical H2A      H2AC13          8329  ENSG00000196747   \n",
       "25           H2A    canonical H2A      H2AC14          8331  ENSG00000276368   \n",
       "26           H2A    canonical H2A      H2AC15          8330  ENSG00000275221   \n",
       "27           H2A    canonical H2A      H2AC16          8332  ENSG00000276903   \n",
       "28           H2A    canonical H2A      H2AC17          8336  ENSG00000278677   \n",
       "29           H2A    canonical H2A      H2AC18          8337  ENSG00000203812   \n",
       "..           ...              ...         ...           ...              ...   \n",
       "103           H3   canonical H3.2       H3C14        126961  ENSG00000203811   \n",
       "104           H3   canonical H3.1       H3C15        333932  ENSG00000203852   \n",
       "105           H3           H3.Y.1        H3Y1        391769  ENSG00000269466   \n",
       "106           H3           H3.Y.2        H3Y2        340096  ENSG00000268799   \n",
       "107           H3  canonical H3(?)        H3-2        440686  ENSG00000273213   \n",
       "108           H3             H3.3       H3-3A          3020  ENSG00000163041   \n",
       "109           H3             H3.3       H3-3B          3021  ENSG00000132475   \n",
       "110           H3          TS H3.4        H3-4          8290  ENSG00000168148   \n",
       "111           H3             H3.5        H3-5        440093  ENSG00000188375   \n",
       "112           H3            cenH3       CENPA          1058  ENSG00000115163   \n",
       "113           H3              NaN       H3P26         10338  ENSG00000224447   \n",
       "114           H3              NaN        H3P4     106479023  ENSG00000213244   \n",
       "115           H3              NaN       H3P37        664611  ENSG00000270433   \n",
       "116           H3              NaN       H3P38        654505  ENSG00000259389   \n",
       "117           H4     canonical H4        H4C1          8359  ENSG00000278637   \n",
       "118           H4     canonical H4        H4C2          8366  ENSG00000278705   \n",
       "119           H4     canonical H4        H4C3          8364  ENSG00000197061   \n",
       "120           H4     canonical H4        H4C4          8360  ENSG00000277157   \n",
       "121           H4     canonical H4        H4C5          8367  ENSG00000276966   \n",
       "122           H4     canonical H4        H4C6          8361  ENSG00000274618   \n",
       "123           H4     canonical H4        H4C7          8369  ENSG00000275663   \n",
       "124           H4     canonical H4        H4C8          8365  ENSG00000158406   \n",
       "125           H4     canonical H4        H4C9          8294  ENSG00000276180   \n",
       "126           H4              NaN      H4C10P         10337  ENSG00000217862   \n",
       "127           H4     canonical H4       H4C11          8363  ENSG00000197238   \n",
       "128           H4     canonical H4       H4C12          8362  ENSG00000273542   \n",
       "129           H4     canonical H4       H4C13          8368  ENSG00000275126   \n",
       "130           H4     canonical H4       H4C14          8370  ENSG00000270882   \n",
       "131           H4     canonical H4       H4C15        554313  ENSG00000270276   \n",
       "132           H4     canonical H4       H4-16        121504  ENSG00000197837   \n",
       "\n",
       "    Expr. timing Expr. pattern Biotype Bona fide canonical  \\\n",
       "0             RI           NaN     COD                 NaN   \n",
       "1             RD           NaN     COD                 NaN   \n",
       "2          Mixed           NaN     COD                 NaN   \n",
       "3             RD           NaN     COD                 NaN   \n",
       "4             RD           NaN     COD                 NaN   \n",
       "5             RD           NaN     COD                 NaN   \n",
       "6             RD            TS     COD                 NaN   \n",
       "7             RI            TS     COD                 NaN   \n",
       "8             RI            OO     COD                 NaN   \n",
       "9             RI            TS     COD                 NaN   \n",
       "10            RI           NaN     COD                 NaN   \n",
       "11           NaN           NaN      PS                 NaN   \n",
       "12         Mixed            TS     COD                 NaN   \n",
       "13           NaN           NaN      PS           canonical   \n",
       "14           NaN           NaN      PS                 NaN   \n",
       "15            RD           NaN     COD           canonical   \n",
       "16           NaN           NaN      PS                 NaN   \n",
       "17            RD           NaN     COD           canonical   \n",
       "18            RD           NaN     COD           canonical   \n",
       "19            RD           NaN     COD           canonical   \n",
       "20           NaN           NaN      PS                 NaN   \n",
       "21           NaN           NaN      PS                 NaN   \n",
       "22            RD           NaN     COD           canonical   \n",
       "23            RD           NaN     COD           canonical   \n",
       "24            RD           NaN     COD           canonical   \n",
       "25            RD           NaN     COD           canonical   \n",
       "26            RD           NaN     COD           canonical   \n",
       "27            RD           NaN     COD           canonical   \n",
       "28            RD           NaN     COD           canonical   \n",
       "29            RD           NaN     COD           canonical   \n",
       "..           ...           ...     ...                 ...   \n",
       "103           RD           NaN     COD           canonical   \n",
       "104           RD           NaN     COD           canonical   \n",
       "105           RI           NaN     COD                 NaN   \n",
       "106           RI           NaN     COD                 NaN   \n",
       "107           RD           NaN     COD                 NaN   \n",
       "108           RI           NaN     COD                 NaN   \n",
       "109           RI           NaN     COD                 NaN   \n",
       "110           RI            TS     COD                 NaN   \n",
       "111           RI            TS     COD                 NaN   \n",
       "112           RI           NaN     COD                 NaN   \n",
       "113          NaN           NaN      PS                 NaN   \n",
       "114          NaN           NaN      PS                 NaN   \n",
       "115          NaN           NaN      PS                 NaN   \n",
       "116          NaN           NaN      PS                 NaN   \n",
       "117           RD           NaN     COD           canonical   \n",
       "118           RD           NaN     COD           canonical   \n",
       "119           RD           NaN     COD           canonical   \n",
       "120           RD           NaN     COD           canonical   \n",
       "121           RD           NaN     COD           canonical   \n",
       "122           RD           NaN     COD           canonical   \n",
       "123           RD           NaN     COD           canonical   \n",
       "124           RD           NaN     COD           canonical   \n",
       "125           RD           NaN     COD           canonical   \n",
       "126          NaN           NaN      PS                 NaN   \n",
       "127           RD           NaN     COD           canonical   \n",
       "128           RD           NaN     COD           canonical   \n",
       "129           RD           NaN     COD           canonical   \n",
       "130           RD           NaN     COD           canonical   \n",
       "131           RD           NaN     COD           canonical   \n",
       "132           RD           NaN     COD           canonical   \n",
       "\n",
       "                          PMIDs  \n",
       "0                      26689747  \n",
       "1                      26689747  \n",
       "2                      26689747  \n",
       "3                      26689747  \n",
       "4                      26689747  \n",
       "5                      26689747  \n",
       "6                      26689747  \n",
       "7                      26689747  \n",
       "8                      26689747  \n",
       "9    12920187 26689747 17852044  \n",
       "10                     26689747  \n",
       "11                          NaN  \n",
       "12     2011515 7068607 24506885  \n",
       "13            12408966 25731851  \n",
       "14                          NaN  \n",
       "15            12408966 25731851  \n",
       "16                          NaN  \n",
       "17            12408966 25731851  \n",
       "18            12408966 25731851  \n",
       "19            12408966 25731851  \n",
       "20                          NaN  \n",
       "21                          NaN  \n",
       "22            12408966 25731851  \n",
       "23            12408966 25731851  \n",
       "24            12408966 25731851  \n",
       "25            12408966 25731851  \n",
       "26            12408966 25731851  \n",
       "27            12408966 25731851  \n",
       "28            12408966 25731851  \n",
       "29            12408966 25731851  \n",
       "..                          ...  \n",
       "103                    12408966  \n",
       "104                    12408966  \n",
       "105                    20819935  \n",
       "106                    20819935  \n",
       "107                    12408966  \n",
       "108                    19412883  \n",
       "109                    19412883  \n",
       "110                     8986613  \n",
       "111                    21274551  \n",
       "112                    23324462  \n",
       "113                         NaN  \n",
       "114                         NaN  \n",
       "115                         NaN  \n",
       "116                         NaN  \n",
       "117                    12408966  \n",
       "118                    12408966  \n",
       "119                    12408966  \n",
       "120                    12408966  \n",
       "121                    12408966  \n",
       "122                    12408966  \n",
       "123                    12408966  \n",
       "124                    12408966  \n",
       "125                    12408966  \n",
       "126                         NaN  \n",
       "127                    12408966  \n",
       "128                    12408966  \n",
       "129                    12408966  \n",
       "130                    12408966  \n",
       "131                    12408966  \n",
       "132                    12408966  \n",
       "\n",
       "[133 rows x 10 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "hist_genes=(d[d['Biotype'].isin(['COD'])])[['Histone type','Histone variant','HGNC symbol','NCBI gene ID','Ensembl gene ID']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Histone type</th>\n",
       "      <th>Histone variant</th>\n",
       "      <th>HGNC symbol</th>\n",
       "      <th>NCBI gene ID</th>\n",
       "      <th>Ensembl gene ID</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.0</td>\n",
       "      <td>H1-0</td>\n",
       "      <td>3005</td>\n",
       "      <td>ENSG00000189060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.1</td>\n",
       "      <td>H1-1</td>\n",
       "      <td>3024</td>\n",
       "      <td>ENSG00000124610</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.2</td>\n",
       "      <td>H1-2</td>\n",
       "      <td>3006</td>\n",
       "      <td>ENSG00000187837</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.3</td>\n",
       "      <td>H1-3</td>\n",
       "      <td>3007</td>\n",
       "      <td>ENSG00000124575</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.4</td>\n",
       "      <td>H1-4</td>\n",
       "      <td>3008</td>\n",
       "      <td>ENSG00000168298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.5</td>\n",
       "      <td>H1-5</td>\n",
       "      <td>3009</td>\n",
       "      <td>ENSG00000184357</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.6</td>\n",
       "      <td>H1-6</td>\n",
       "      <td>3010</td>\n",
       "      <td>ENSG00000187475</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.7</td>\n",
       "      <td>H1-7</td>\n",
       "      <td>341567</td>\n",
       "      <td>ENSG00000187166</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>H1</td>\n",
       "      <td>OO H1.8</td>\n",
       "      <td>H1-8</td>\n",
       "      <td>132243</td>\n",
       "      <td>ENSG00000178804</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.9(?)</td>\n",
       "      <td>H1-9P</td>\n",
       "      <td>373861</td>\n",
       "      <td>ENSG00000188662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.10</td>\n",
       "      <td>H1-10</td>\n",
       "      <td>8971</td>\n",
       "      <td>ENSG00000184897</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>H2A</td>\n",
       "      <td>TS H2A.1</td>\n",
       "      <td>H2AC1</td>\n",
       "      <td>221613</td>\n",
       "      <td>ENSG00000164508</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC4</td>\n",
       "      <td>8335</td>\n",
       "      <td>ENSG00000278463</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC6</td>\n",
       "      <td>8334</td>\n",
       "      <td>ENSG00000180573</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC7</td>\n",
       "      <td>3013</td>\n",
       "      <td>ENSG00000196866</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC8</td>\n",
       "      <td>3012</td>\n",
       "      <td>ENSG00000277075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC11</td>\n",
       "      <td>8969</td>\n",
       "      <td>ENSG00000196787</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC12</td>\n",
       "      <td>85235</td>\n",
       "      <td>ENSG00000274997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC13</td>\n",
       "      <td>8329</td>\n",
       "      <td>ENSG00000196747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC14</td>\n",
       "      <td>8331</td>\n",
       "      <td>ENSG00000276368</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC15</td>\n",
       "      <td>8330</td>\n",
       "      <td>ENSG00000275221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC16</td>\n",
       "      <td>8332</td>\n",
       "      <td>ENSG00000276903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC17</td>\n",
       "      <td>8336</td>\n",
       "      <td>ENSG00000278677</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC18</td>\n",
       "      <td>8337</td>\n",
       "      <td>ENSG00000203812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC19</td>\n",
       "      <td>723790</td>\n",
       "      <td>ENSG00000272196</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC20</td>\n",
       "      <td>8338</td>\n",
       "      <td>ENSG00000184260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC21</td>\n",
       "      <td>317772</td>\n",
       "      <td>ENSG00000184270</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>H2A</td>\n",
       "      <td>H2A.J(?)</td>\n",
       "      <td>H2AJ</td>\n",
       "      <td>55766</td>\n",
       "      <td>ENSG00000246705</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AW</td>\n",
       "      <td>92815</td>\n",
       "      <td>ENSG00000181218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>H2A</td>\n",
       "      <td>H2A.X</td>\n",
       "      <td>H2AX</td>\n",
       "      <td>3014</td>\n",
       "      <td>ENSG00000188486</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3.1</td>\n",
       "      <td>H3C8</td>\n",
       "      <td>8355</td>\n",
       "      <td>ENSG00000273983</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3.1</td>\n",
       "      <td>H3C10</td>\n",
       "      <td>8357</td>\n",
       "      <td>ENSG00000278828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3.1</td>\n",
       "      <td>H3C11</td>\n",
       "      <td>8354</td>\n",
       "      <td>ENSG00000275379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3.1</td>\n",
       "      <td>H3C12</td>\n",
       "      <td>8356</td>\n",
       "      <td>ENSG00000197153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3.1</td>\n",
       "      <td>H3C13</td>\n",
       "      <td>653604</td>\n",
       "      <td>ENSG00000183598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3.2</td>\n",
       "      <td>H3C14</td>\n",
       "      <td>126961</td>\n",
       "      <td>ENSG00000203811</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3.1</td>\n",
       "      <td>H3C15</td>\n",
       "      <td>333932</td>\n",
       "      <td>ENSG00000203852</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.Y.1</td>\n",
       "      <td>H3Y1</td>\n",
       "      <td>391769</td>\n",
       "      <td>ENSG00000269466</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.Y.2</td>\n",
       "      <td>H3Y2</td>\n",
       "      <td>340096</td>\n",
       "      <td>ENSG00000268799</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3(?)</td>\n",
       "      <td>H3-2</td>\n",
       "      <td>440686</td>\n",
       "      <td>ENSG00000273213</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3A</td>\n",
       "      <td>3020</td>\n",
       "      <td>ENSG00000163041</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3B</td>\n",
       "      <td>3021</td>\n",
       "      <td>ENSG00000132475</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>H3</td>\n",
       "      <td>TS H3.4</td>\n",
       "      <td>H3-4</td>\n",
       "      <td>8290</td>\n",
       "      <td>ENSG00000168148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.5</td>\n",
       "      <td>H3-5</td>\n",
       "      <td>440093</td>\n",
       "      <td>ENSG00000188375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C1</td>\n",
       "      <td>8359</td>\n",
       "      <td>ENSG00000278637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C2</td>\n",
       "      <td>8366</td>\n",
       "      <td>ENSG00000278705</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C3</td>\n",
       "      <td>8364</td>\n",
       "      <td>ENSG00000197061</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C4</td>\n",
       "      <td>8360</td>\n",
       "      <td>ENSG00000277157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C5</td>\n",
       "      <td>8367</td>\n",
       "      <td>ENSG00000276966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C6</td>\n",
       "      <td>8361</td>\n",
       "      <td>ENSG00000274618</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C7</td>\n",
       "      <td>8369</td>\n",
       "      <td>ENSG00000275663</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C9</td>\n",
       "      <td>8294</td>\n",
       "      <td>ENSG00000276180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C11</td>\n",
       "      <td>8363</td>\n",
       "      <td>ENSG00000197238</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C12</td>\n",
       "      <td>8362</td>\n",
       "      <td>ENSG00000273542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C13</td>\n",
       "      <td>8368</td>\n",
       "      <td>ENSG00000275126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C15</td>\n",
       "      <td>554313</td>\n",
       "      <td>ENSG00000270276</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4-16</td>\n",
       "      <td>121504</td>\n",
       "      <td>ENSG00000197837</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>96 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Histone type  Histone variant HGNC symbol  NCBI gene ID  Ensembl gene ID\n",
       "0             H1             H1.0        H1-0          3005  ENSG00000189060\n",
       "1             H1             H1.1        H1-1          3024  ENSG00000124610\n",
       "2             H1             H1.2        H1-2          3006  ENSG00000187837\n",
       "3             H1             H1.3        H1-3          3007  ENSG00000124575\n",
       "4             H1             H1.4        H1-4          3008  ENSG00000168298\n",
       "5             H1             H1.5        H1-5          3009  ENSG00000184357\n",
       "6             H1          TS H1.6        H1-6          3010  ENSG00000187475\n",
       "7             H1          TS H1.7        H1-7        341567  ENSG00000187166\n",
       "8             H1          OO H1.8        H1-8        132243  ENSG00000178804\n",
       "9             H1       TS H1.9(?)       H1-9P        373861  ENSG00000188662\n",
       "10            H1            H1.10       H1-10          8971  ENSG00000184897\n",
       "12           H2A         TS H2A.1       H2AC1        221613  ENSG00000164508\n",
       "15           H2A    canonical H2A       H2AC4          8335  ENSG00000278463\n",
       "17           H2A    canonical H2A       H2AC6          8334  ENSG00000180573\n",
       "18           H2A    canonical H2A       H2AC7          3013  ENSG00000196866\n",
       "19           H2A    canonical H2A       H2AC8          3012  ENSG00000277075\n",
       "22           H2A    canonical H2A      H2AC11          8969  ENSG00000196787\n",
       "23           H2A    canonical H2A      H2AC12         85235  ENSG00000274997\n",
       "24           H2A    canonical H2A      H2AC13          8329  ENSG00000196747\n",
       "25           H2A    canonical H2A      H2AC14          8331  ENSG00000276368\n",
       "26           H2A    canonical H2A      H2AC15          8330  ENSG00000275221\n",
       "27           H2A    canonical H2A      H2AC16          8332  ENSG00000276903\n",
       "28           H2A    canonical H2A      H2AC17          8336  ENSG00000278677\n",
       "29           H2A    canonical H2A      H2AC18          8337  ENSG00000203812\n",
       "30           H2A    canonical H2A      H2AC19        723790  ENSG00000272196\n",
       "31           H2A    canonical H2A      H2AC20          8338  ENSG00000184260\n",
       "32           H2A    canonical H2A      H2AC21        317772  ENSG00000184270\n",
       "33           H2A         H2A.J(?)        H2AJ         55766  ENSG00000246705\n",
       "34           H2A    canonical H2A        H2AW         92815  ENSG00000181218\n",
       "35           H2A            H2A.X        H2AX          3014  ENSG00000188486\n",
       "..           ...              ...         ...           ...              ...\n",
       "97            H3   canonical H3.1        H3C8          8355  ENSG00000273983\n",
       "99            H3   canonical H3.1       H3C10          8357  ENSG00000278828\n",
       "100           H3   canonical H3.1       H3C11          8354  ENSG00000275379\n",
       "101           H3   canonical H3.1       H3C12          8356  ENSG00000197153\n",
       "102           H3   canonical H3.1       H3C13        653604  ENSG00000183598\n",
       "103           H3   canonical H3.2       H3C14        126961  ENSG00000203811\n",
       "104           H3   canonical H3.1       H3C15        333932  ENSG00000203852\n",
       "105           H3           H3.Y.1        H3Y1        391769  ENSG00000269466\n",
       "106           H3           H3.Y.2        H3Y2        340096  ENSG00000268799\n",
       "107           H3  canonical H3(?)        H3-2        440686  ENSG00000273213\n",
       "108           H3             H3.3       H3-3A          3020  ENSG00000163041\n",
       "109           H3             H3.3       H3-3B          3021  ENSG00000132475\n",
       "110           H3          TS H3.4        H3-4          8290  ENSG00000168148\n",
       "111           H3             H3.5        H3-5        440093  ENSG00000188375\n",
       "112           H3            cenH3       CENPA          1058  ENSG00000115163\n",
       "117           H4     canonical H4        H4C1          8359  ENSG00000278637\n",
       "118           H4     canonical H4        H4C2          8366  ENSG00000278705\n",
       "119           H4     canonical H4        H4C3          8364  ENSG00000197061\n",
       "120           H4     canonical H4        H4C4          8360  ENSG00000277157\n",
       "121           H4     canonical H4        H4C5          8367  ENSG00000276966\n",
       "122           H4     canonical H4        H4C6          8361  ENSG00000274618\n",
       "123           H4     canonical H4        H4C7          8369  ENSG00000275663\n",
       "124           H4     canonical H4        H4C8          8365  ENSG00000158406\n",
       "125           H4     canonical H4        H4C9          8294  ENSG00000276180\n",
       "127           H4     canonical H4       H4C11          8363  ENSG00000197238\n",
       "128           H4     canonical H4       H4C12          8362  ENSG00000273542\n",
       "129           H4     canonical H4       H4C13          8368  ENSG00000275126\n",
       "130           H4     canonical H4       H4C14          8370  ENSG00000270882\n",
       "131           H4     canonical H4       H4C15        554313  ENSG00000270276\n",
       "132           H4     canonical H4       H4-16        121504  ENSG00000197837\n",
       "\n",
       "[96 rows x 5 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hist_genes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pybiomart import Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset = Dataset(name='hsapiens_gene_ensembl',\n",
    "                  host='http://www.ensembl.org')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<biomart.Dataset name='hsapiens_gene_ensembl', display_name=''>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "genedata = dataset.query(attributes=['ensembl_gene_id','ensembl_transcript_id','ensembl_peptide_id','refseq_mrna','refseq_peptide','transcript_biotype'], only_unique=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "histone_proteins=hist_genes.merge(genedata,left_on='Ensembl gene ID',right_on='Gene stable ID',suffixes=('','_y'),how='left').drop(columns='Gene stable ID')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Histone type</th>\n",
       "      <th>Histone variant</th>\n",
       "      <th>HGNC symbol</th>\n",
       "      <th>NCBI gene ID</th>\n",
       "      <th>Ensembl gene ID</th>\n",
       "      <th>Transcript stable ID</th>\n",
       "      <th>Protein stable ID</th>\n",
       "      <th>RefSeq mRNA ID</th>\n",
       "      <th>RefSeq peptide ID</th>\n",
       "      <th>Transcript type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.0</td>\n",
       "      <td>H1-0</td>\n",
       "      <td>3005</td>\n",
       "      <td>ENSG00000189060</td>\n",
       "      <td>ENST00000340857</td>\n",
       "      <td>ENSP00000344504</td>\n",
       "      <td>NM_005318</td>\n",
       "      <td>NP_005309</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.1</td>\n",
       "      <td>H1-1</td>\n",
       "      <td>3024</td>\n",
       "      <td>ENSG00000124610</td>\n",
       "      <td>ENST00000244573</td>\n",
       "      <td>ENSP00000244573</td>\n",
       "      <td>NM_005325</td>\n",
       "      <td>NP_005316</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.2</td>\n",
       "      <td>H1-2</td>\n",
       "      <td>3006</td>\n",
       "      <td>ENSG00000187837</td>\n",
       "      <td>ENST00000343677</td>\n",
       "      <td>ENSP00000339566</td>\n",
       "      <td>NM_005319</td>\n",
       "      <td>NP_005310</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.3</td>\n",
       "      <td>H1-3</td>\n",
       "      <td>3007</td>\n",
       "      <td>ENSG00000124575</td>\n",
       "      <td>ENST00000244534</td>\n",
       "      <td>ENSP00000244534</td>\n",
       "      <td>NM_005320</td>\n",
       "      <td>NP_005311</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.4</td>\n",
       "      <td>H1-4</td>\n",
       "      <td>3008</td>\n",
       "      <td>ENSG00000168298</td>\n",
       "      <td>ENST00000304218</td>\n",
       "      <td>ENSP00000307705</td>\n",
       "      <td>NM_005321</td>\n",
       "      <td>NP_005312</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.5</td>\n",
       "      <td>H1-5</td>\n",
       "      <td>3009</td>\n",
       "      <td>ENSG00000184357</td>\n",
       "      <td>ENST00000331442</td>\n",
       "      <td>ENSP00000330074</td>\n",
       "      <td>NM_005322</td>\n",
       "      <td>NP_005313</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.6</td>\n",
       "      <td>H1-6</td>\n",
       "      <td>3010</td>\n",
       "      <td>ENSG00000187475</td>\n",
       "      <td>ENST00000338379</td>\n",
       "      <td>ENSP00000341214</td>\n",
       "      <td>NM_005323</td>\n",
       "      <td>NP_005314</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.7</td>\n",
       "      <td>H1-7</td>\n",
       "      <td>341567</td>\n",
       "      <td>ENSG00000187166</td>\n",
       "      <td>ENST00000335017</td>\n",
       "      <td>ENSP00000334805</td>\n",
       "      <td>NM_181788</td>\n",
       "      <td>NP_861453</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>H1</td>\n",
       "      <td>OO H1.8</td>\n",
       "      <td>H1-8</td>\n",
       "      <td>132243</td>\n",
       "      <td>ENSG00000178804</td>\n",
       "      <td>ENST00000324382</td>\n",
       "      <td>ENSP00000319799</td>\n",
       "      <td>NM_153833</td>\n",
       "      <td>NP_722575</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>H1</td>\n",
       "      <td>OO H1.8</td>\n",
       "      <td>H1-8</td>\n",
       "      <td>132243</td>\n",
       "      <td>ENSG00000178804</td>\n",
       "      <td>ENST00000503977</td>\n",
       "      <td>ENSP00000422964</td>\n",
       "      <td>NM_001308262</td>\n",
       "      <td>NP_001295191</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.9(?)</td>\n",
       "      <td>H1-9P</td>\n",
       "      <td>373861</td>\n",
       "      <td>ENSG00000188662</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.10</td>\n",
       "      <td>H1-10</td>\n",
       "      <td>8971</td>\n",
       "      <td>ENSG00000184897</td>\n",
       "      <td>ENST00000333762</td>\n",
       "      <td>ENSP00000329662</td>\n",
       "      <td>NM_006026</td>\n",
       "      <td>NP_006017</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>H2A</td>\n",
       "      <td>TS H2A.1</td>\n",
       "      <td>H2AC1</td>\n",
       "      <td>221613</td>\n",
       "      <td>ENSG00000164508</td>\n",
       "      <td>ENST00000297012</td>\n",
       "      <td>ENSP00000297012</td>\n",
       "      <td>NM_170745</td>\n",
       "      <td>NP_734466</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC4</td>\n",
       "      <td>8335</td>\n",
       "      <td>ENSG00000278463</td>\n",
       "      <td>ENST00000615868</td>\n",
       "      <td>ENSP00000483842</td>\n",
       "      <td>NM_003513</td>\n",
       "      <td>NP_003504</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC6</td>\n",
       "      <td>8334</td>\n",
       "      <td>ENSG00000180573</td>\n",
       "      <td>ENST00000314088</td>\n",
       "      <td>ENSP00000321389</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC6</td>\n",
       "      <td>8334</td>\n",
       "      <td>ENSG00000180573</td>\n",
       "      <td>ENST00000602637</td>\n",
       "      <td>ENSP00000473534</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC6</td>\n",
       "      <td>8334</td>\n",
       "      <td>ENSG00000180573</td>\n",
       "      <td>ENST00000377791</td>\n",
       "      <td>ENSP00000367022</td>\n",
       "      <td>NM_003512</td>\n",
       "      <td>NP_003503</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC7</td>\n",
       "      <td>3013</td>\n",
       "      <td>ENSG00000196866</td>\n",
       "      <td>ENST00000341023</td>\n",
       "      <td>ENSP00000341094</td>\n",
       "      <td>NM_021065</td>\n",
       "      <td>NP_066409</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC8</td>\n",
       "      <td>3012</td>\n",
       "      <td>ENSG00000277075</td>\n",
       "      <td>ENST00000303910</td>\n",
       "      <td>ENSP00000303373</td>\n",
       "      <td>NM_021052</td>\n",
       "      <td>NP_066390</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC11</td>\n",
       "      <td>8969</td>\n",
       "      <td>ENSG00000196787</td>\n",
       "      <td>ENST00000359193</td>\n",
       "      <td>ENSP00000352119</td>\n",
       "      <td>NM_021064</td>\n",
       "      <td>NP_066408</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC12</td>\n",
       "      <td>85235</td>\n",
       "      <td>ENSG00000274997</td>\n",
       "      <td>ENST00000377459</td>\n",
       "      <td>ENSP00000366679</td>\n",
       "      <td>NM_080596</td>\n",
       "      <td>NP_542163</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC13</td>\n",
       "      <td>8329</td>\n",
       "      <td>ENSG00000196747</td>\n",
       "      <td>ENST00000358739</td>\n",
       "      <td>ENSP00000351589</td>\n",
       "      <td>NM_003509</td>\n",
       "      <td>NP_003500</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC14</td>\n",
       "      <td>8331</td>\n",
       "      <td>ENSG00000276368</td>\n",
       "      <td>ENST00000333151</td>\n",
       "      <td>ENSP00000328484</td>\n",
       "      <td>NM_021066</td>\n",
       "      <td>NP_066544</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC15</td>\n",
       "      <td>8330</td>\n",
       "      <td>ENSG00000275221</td>\n",
       "      <td>ENST00000618958</td>\n",
       "      <td>ENSP00000482431</td>\n",
       "      <td>NM_003510</td>\n",
       "      <td>NP_003501</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC16</td>\n",
       "      <td>8332</td>\n",
       "      <td>ENSG00000276903</td>\n",
       "      <td>ENST00000613174</td>\n",
       "      <td>ENSP00000482538</td>\n",
       "      <td>NM_003511</td>\n",
       "      <td>NP_003502</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC17</td>\n",
       "      <td>8336</td>\n",
       "      <td>ENSG00000278677</td>\n",
       "      <td>ENST00000359611</td>\n",
       "      <td>ENSP00000352627</td>\n",
       "      <td>NM_003514</td>\n",
       "      <td>NP_003505</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC18</td>\n",
       "      <td>8337</td>\n",
       "      <td>ENSG00000203812</td>\n",
       "      <td>ENST00000369159</td>\n",
       "      <td>ENSP00000358155</td>\n",
       "      <td>NM_003516</td>\n",
       "      <td>NP_003507</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC19</td>\n",
       "      <td>723790</td>\n",
       "      <td>ENSG00000272196</td>\n",
       "      <td>ENST00000607355</td>\n",
       "      <td>ENSP00000475814</td>\n",
       "      <td>NM_001040874</td>\n",
       "      <td>NP_001035807</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC20</td>\n",
       "      <td>8338</td>\n",
       "      <td>ENSG00000184260</td>\n",
       "      <td>ENST00000331380</td>\n",
       "      <td>ENSP00000332194</td>\n",
       "      <td>NM_003517</td>\n",
       "      <td>NP_003508</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC21</td>\n",
       "      <td>317772</td>\n",
       "      <td>ENSG00000184270</td>\n",
       "      <td>ENST00000331128</td>\n",
       "      <td>ENSP00000332790</td>\n",
       "      <td>NM_175065</td>\n",
       "      <td>NP_778235</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3B</td>\n",
       "      <td>3021</td>\n",
       "      <td>ENSG00000132475</td>\n",
       "      <td>ENST00000587171</td>\n",
       "      <td>ENSP00000468484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>H3</td>\n",
       "      <td>TS H3.4</td>\n",
       "      <td>H3-4</td>\n",
       "      <td>8290</td>\n",
       "      <td>ENSG00000168148</td>\n",
       "      <td>ENST00000366696</td>\n",
       "      <td>ENSP00000355657</td>\n",
       "      <td>NM_003493</td>\n",
       "      <td>NP_003484</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.5</td>\n",
       "      <td>H3-5</td>\n",
       "      <td>440093</td>\n",
       "      <td>ENSG00000188375</td>\n",
       "      <td>ENST00000340398</td>\n",
       "      <td>ENSP00000339835</td>\n",
       "      <td>NM_001013699</td>\n",
       "      <td>NP_001013721</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "      <td>ENST00000335756</td>\n",
       "      <td>ENSP00000336868</td>\n",
       "      <td>NM_001809</td>\n",
       "      <td>NP_001800</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "      <td>ENST00000233505</td>\n",
       "      <td>ENSP00000233505</td>\n",
       "      <td>NM_001042426</td>\n",
       "      <td>NP_001035891</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "      <td>ENST00000419525</td>\n",
       "      <td>ENSP00000404963</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C1</td>\n",
       "      <td>8359</td>\n",
       "      <td>ENSG00000278637</td>\n",
       "      <td>ENST00000617569</td>\n",
       "      <td>ENSP00000479106</td>\n",
       "      <td>NM_003538</td>\n",
       "      <td>NP_003529</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C2</td>\n",
       "      <td>8366</td>\n",
       "      <td>ENSG00000278705</td>\n",
       "      <td>ENST00000377745</td>\n",
       "      <td>ENSP00000366974</td>\n",
       "      <td>NM_003544</td>\n",
       "      <td>NP_003535</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C3</td>\n",
       "      <td>8364</td>\n",
       "      <td>ENSG00000197061</td>\n",
       "      <td>ENST00000377803</td>\n",
       "      <td>ENSP00000367034</td>\n",
       "      <td>NM_003542</td>\n",
       "      <td>NP_003533</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C4</td>\n",
       "      <td>8360</td>\n",
       "      <td>ENSG00000277157</td>\n",
       "      <td>ENST00000614247</td>\n",
       "      <td>ENSP00000479461</td>\n",
       "      <td>NM_003539</td>\n",
       "      <td>NP_003530</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C5</td>\n",
       "      <td>8367</td>\n",
       "      <td>ENSG00000276966</td>\n",
       "      <td>ENST00000615164</td>\n",
       "      <td>ENSP00000484789</td>\n",
       "      <td>NM_003545</td>\n",
       "      <td>NP_003536</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C6</td>\n",
       "      <td>8361</td>\n",
       "      <td>ENSG00000274618</td>\n",
       "      <td>ENST00000244537</td>\n",
       "      <td>ENSP00000244537</td>\n",
       "      <td>NM_003540</td>\n",
       "      <td>NP_003531</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C7</td>\n",
       "      <td>8369</td>\n",
       "      <td>ENSG00000275663</td>\n",
       "      <td>ENST00000611444</td>\n",
       "      <td>ENSP00000477870</td>\n",
       "      <td>NM_003547</td>\n",
       "      <td>NP_003538</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>ENST00000634956</td>\n",
       "      <td>ENSP00000489567</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>ENST00000634560</td>\n",
       "      <td>ENSP00000489319</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>ENST00000377727</td>\n",
       "      <td>ENSP00000366956</td>\n",
       "      <td>NM_003543</td>\n",
       "      <td>NP_003534</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>ENST00000635491</td>\n",
       "      <td>ENSP00000489236</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C9</td>\n",
       "      <td>8294</td>\n",
       "      <td>ENSG00000276180</td>\n",
       "      <td>ENST00000615353</td>\n",
       "      <td>ENSP00000481486</td>\n",
       "      <td>NM_003495</td>\n",
       "      <td>NP_003486</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C11</td>\n",
       "      <td>8363</td>\n",
       "      <td>ENSG00000197238</td>\n",
       "      <td>ENST00000355057</td>\n",
       "      <td>ENSP00000347168</td>\n",
       "      <td>NM_021968</td>\n",
       "      <td>NP_068803</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C12</td>\n",
       "      <td>8362</td>\n",
       "      <td>ENSG00000273542</td>\n",
       "      <td>ENST00000611927</td>\n",
       "      <td>ENSP00000479794</td>\n",
       "      <td>NM_003541</td>\n",
       "      <td>NP_003532</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C13</td>\n",
       "      <td>8368</td>\n",
       "      <td>ENSG00000275126</td>\n",
       "      <td>ENST00000618305</td>\n",
       "      <td>ENSP00000480960</td>\n",
       "      <td>NM_003546</td>\n",
       "      <td>NP_003537</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>ENST00000578186</td>\n",
       "      <td>ENSP00000462667</td>\n",
       "      <td>NM_003548</td>\n",
       "      <td>NP_003539</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>ENST00000618193</td>\n",
       "      <td>ENSP00000478786</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>ENST00000614272</td>\n",
       "      <td>ENSP00000478519</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>ENST00000613412</td>\n",
       "      <td>ENSP00000481343</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C15</td>\n",
       "      <td>554313</td>\n",
       "      <td>ENSG00000270276</td>\n",
       "      <td>ENST00000621520</td>\n",
       "      <td>ENSP00000481507</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C15</td>\n",
       "      <td>554313</td>\n",
       "      <td>ENSG00000270276</td>\n",
       "      <td>ENST00000612061</td>\n",
       "      <td>ENSP00000482412</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C15</td>\n",
       "      <td>554313</td>\n",
       "      <td>ENSG00000270276</td>\n",
       "      <td>ENST00000579512</td>\n",
       "      <td>ENSP00000462355</td>\n",
       "      <td>NM_001034077</td>\n",
       "      <td>NP_001029249</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4-16</td>\n",
       "      <td>121504</td>\n",
       "      <td>ENSG00000197837</td>\n",
       "      <td>ENST00000358064</td>\n",
       "      <td>ENSP00000350767</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4-16</td>\n",
       "      <td>121504</td>\n",
       "      <td>ENSG00000197837</td>\n",
       "      <td>ENST00000539745</td>\n",
       "      <td>ENSP00000443017</td>\n",
       "      <td>NM_175054</td>\n",
       "      <td>NP_778224</td>\n",
       "      <td>protein_coding</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>162 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Histone type Histone variant HGNC symbol  NCBI gene ID  Ensembl gene ID  \\\n",
       "0             H1            H1.0        H1-0          3005  ENSG00000189060   \n",
       "1             H1            H1.1        H1-1          3024  ENSG00000124610   \n",
       "2             H1            H1.2        H1-2          3006  ENSG00000187837   \n",
       "3             H1            H1.3        H1-3          3007  ENSG00000124575   \n",
       "4             H1            H1.4        H1-4          3008  ENSG00000168298   \n",
       "5             H1            H1.5        H1-5          3009  ENSG00000184357   \n",
       "6             H1         TS H1.6        H1-6          3010  ENSG00000187475   \n",
       "7             H1         TS H1.7        H1-7        341567  ENSG00000187166   \n",
       "8             H1         OO H1.8        H1-8        132243  ENSG00000178804   \n",
       "9             H1         OO H1.8        H1-8        132243  ENSG00000178804   \n",
       "10            H1      TS H1.9(?)       H1-9P        373861  ENSG00000188662   \n",
       "11            H1           H1.10       H1-10          8971  ENSG00000184897   \n",
       "12           H2A        TS H2A.1       H2AC1        221613  ENSG00000164508   \n",
       "13           H2A   canonical H2A       H2AC4          8335  ENSG00000278463   \n",
       "14           H2A   canonical H2A       H2AC6          8334  ENSG00000180573   \n",
       "15           H2A   canonical H2A       H2AC6          8334  ENSG00000180573   \n",
       "16           H2A   canonical H2A       H2AC6          8334  ENSG00000180573   \n",
       "17           H2A   canonical H2A       H2AC7          3013  ENSG00000196866   \n",
       "18           H2A   canonical H2A       H2AC8          3012  ENSG00000277075   \n",
       "19           H2A   canonical H2A      H2AC11          8969  ENSG00000196787   \n",
       "20           H2A   canonical H2A      H2AC12         85235  ENSG00000274997   \n",
       "21           H2A   canonical H2A      H2AC13          8329  ENSG00000196747   \n",
       "22           H2A   canonical H2A      H2AC14          8331  ENSG00000276368   \n",
       "23           H2A   canonical H2A      H2AC15          8330  ENSG00000275221   \n",
       "24           H2A   canonical H2A      H2AC16          8332  ENSG00000276903   \n",
       "25           H2A   canonical H2A      H2AC17          8336  ENSG00000278677   \n",
       "26           H2A   canonical H2A      H2AC18          8337  ENSG00000203812   \n",
       "27           H2A   canonical H2A      H2AC19        723790  ENSG00000272196   \n",
       "28           H2A   canonical H2A      H2AC20          8338  ENSG00000184260   \n",
       "29           H2A   canonical H2A      H2AC21        317772  ENSG00000184270   \n",
       "..           ...             ...         ...           ...              ...   \n",
       "132           H3            H3.3       H3-3B          3021  ENSG00000132475   \n",
       "133           H3         TS H3.4        H3-4          8290  ENSG00000168148   \n",
       "134           H3            H3.5        H3-5        440093  ENSG00000188375   \n",
       "135           H3           cenH3       CENPA          1058  ENSG00000115163   \n",
       "136           H3           cenH3       CENPA          1058  ENSG00000115163   \n",
       "137           H3           cenH3       CENPA          1058  ENSG00000115163   \n",
       "138           H4    canonical H4        H4C1          8359  ENSG00000278637   \n",
       "139           H4    canonical H4        H4C2          8366  ENSG00000278705   \n",
       "140           H4    canonical H4        H4C3          8364  ENSG00000197061   \n",
       "141           H4    canonical H4        H4C4          8360  ENSG00000277157   \n",
       "142           H4    canonical H4        H4C5          8367  ENSG00000276966   \n",
       "143           H4    canonical H4        H4C6          8361  ENSG00000274618   \n",
       "144           H4    canonical H4        H4C7          8369  ENSG00000275663   \n",
       "145           H4    canonical H4        H4C8          8365  ENSG00000158406   \n",
       "146           H4    canonical H4        H4C8          8365  ENSG00000158406   \n",
       "147           H4    canonical H4        H4C8          8365  ENSG00000158406   \n",
       "148           H4    canonical H4        H4C8          8365  ENSG00000158406   \n",
       "149           H4    canonical H4        H4C9          8294  ENSG00000276180   \n",
       "150           H4    canonical H4       H4C11          8363  ENSG00000197238   \n",
       "151           H4    canonical H4       H4C12          8362  ENSG00000273542   \n",
       "152           H4    canonical H4       H4C13          8368  ENSG00000275126   \n",
       "153           H4    canonical H4       H4C14          8370  ENSG00000270882   \n",
       "154           H4    canonical H4       H4C14          8370  ENSG00000270882   \n",
       "155           H4    canonical H4       H4C14          8370  ENSG00000270882   \n",
       "156           H4    canonical H4       H4C14          8370  ENSG00000270882   \n",
       "157           H4    canonical H4       H4C15        554313  ENSG00000270276   \n",
       "158           H4    canonical H4       H4C15        554313  ENSG00000270276   \n",
       "159           H4    canonical H4       H4C15        554313  ENSG00000270276   \n",
       "160           H4    canonical H4       H4-16        121504  ENSG00000197837   \n",
       "161           H4    canonical H4       H4-16        121504  ENSG00000197837   \n",
       "\n",
       "    Transcript stable ID Protein stable ID RefSeq mRNA ID RefSeq peptide ID  \\\n",
       "0        ENST00000340857   ENSP00000344504      NM_005318         NP_005309   \n",
       "1        ENST00000244573   ENSP00000244573      NM_005325         NP_005316   \n",
       "2        ENST00000343677   ENSP00000339566      NM_005319         NP_005310   \n",
       "3        ENST00000244534   ENSP00000244534      NM_005320         NP_005311   \n",
       "4        ENST00000304218   ENSP00000307705      NM_005321         NP_005312   \n",
       "5        ENST00000331442   ENSP00000330074      NM_005322         NP_005313   \n",
       "6        ENST00000338379   ENSP00000341214      NM_005323         NP_005314   \n",
       "7        ENST00000335017   ENSP00000334805      NM_181788         NP_861453   \n",
       "8        ENST00000324382   ENSP00000319799      NM_153833         NP_722575   \n",
       "9        ENST00000503977   ENSP00000422964   NM_001308262      NP_001295191   \n",
       "10                   NaN               NaN            NaN               NaN   \n",
       "11       ENST00000333762   ENSP00000329662      NM_006026         NP_006017   \n",
       "12       ENST00000297012   ENSP00000297012      NM_170745         NP_734466   \n",
       "13       ENST00000615868   ENSP00000483842      NM_003513         NP_003504   \n",
       "14       ENST00000314088   ENSP00000321389            NaN               NaN   \n",
       "15       ENST00000602637   ENSP00000473534            NaN               NaN   \n",
       "16       ENST00000377791   ENSP00000367022      NM_003512         NP_003503   \n",
       "17       ENST00000341023   ENSP00000341094      NM_021065         NP_066409   \n",
       "18       ENST00000303910   ENSP00000303373      NM_021052         NP_066390   \n",
       "19       ENST00000359193   ENSP00000352119      NM_021064         NP_066408   \n",
       "20       ENST00000377459   ENSP00000366679      NM_080596         NP_542163   \n",
       "21       ENST00000358739   ENSP00000351589      NM_003509         NP_003500   \n",
       "22       ENST00000333151   ENSP00000328484      NM_021066         NP_066544   \n",
       "23       ENST00000618958   ENSP00000482431      NM_003510         NP_003501   \n",
       "24       ENST00000613174   ENSP00000482538      NM_003511         NP_003502   \n",
       "25       ENST00000359611   ENSP00000352627      NM_003514         NP_003505   \n",
       "26       ENST00000369159   ENSP00000358155      NM_003516         NP_003507   \n",
       "27       ENST00000607355   ENSP00000475814   NM_001040874      NP_001035807   \n",
       "28       ENST00000331380   ENSP00000332194      NM_003517         NP_003508   \n",
       "29       ENST00000331128   ENSP00000332790      NM_175065         NP_778235   \n",
       "..                   ...               ...            ...               ...   \n",
       "132      ENST00000587171   ENSP00000468484            NaN               NaN   \n",
       "133      ENST00000366696   ENSP00000355657      NM_003493         NP_003484   \n",
       "134      ENST00000340398   ENSP00000339835   NM_001013699      NP_001013721   \n",
       "135      ENST00000335756   ENSP00000336868      NM_001809         NP_001800   \n",
       "136      ENST00000233505   ENSP00000233505   NM_001042426      NP_001035891   \n",
       "137      ENST00000419525   ENSP00000404963            NaN               NaN   \n",
       "138      ENST00000617569   ENSP00000479106      NM_003538         NP_003529   \n",
       "139      ENST00000377745   ENSP00000366974      NM_003544         NP_003535   \n",
       "140      ENST00000377803   ENSP00000367034      NM_003542         NP_003533   \n",
       "141      ENST00000614247   ENSP00000479461      NM_003539         NP_003530   \n",
       "142      ENST00000615164   ENSP00000484789      NM_003545         NP_003536   \n",
       "143      ENST00000244537   ENSP00000244537      NM_003540         NP_003531   \n",
       "144      ENST00000611444   ENSP00000477870      NM_003547         NP_003538   \n",
       "145      ENST00000634956   ENSP00000489567            NaN               NaN   \n",
       "146      ENST00000634560   ENSP00000489319            NaN               NaN   \n",
       "147      ENST00000377727   ENSP00000366956      NM_003543         NP_003534   \n",
       "148      ENST00000635491   ENSP00000489236            NaN               NaN   \n",
       "149      ENST00000615353   ENSP00000481486      NM_003495         NP_003486   \n",
       "150      ENST00000355057   ENSP00000347168      NM_021968         NP_068803   \n",
       "151      ENST00000611927   ENSP00000479794      NM_003541         NP_003532   \n",
       "152      ENST00000618305   ENSP00000480960      NM_003546         NP_003537   \n",
       "153      ENST00000578186   ENSP00000462667      NM_003548         NP_003539   \n",
       "154      ENST00000618193   ENSP00000478786            NaN               NaN   \n",
       "155      ENST00000614272   ENSP00000478519            NaN               NaN   \n",
       "156      ENST00000613412   ENSP00000481343            NaN               NaN   \n",
       "157      ENST00000621520   ENSP00000481507            NaN               NaN   \n",
       "158      ENST00000612061   ENSP00000482412            NaN               NaN   \n",
       "159      ENST00000579512   ENSP00000462355   NM_001034077      NP_001029249   \n",
       "160      ENST00000358064   ENSP00000350767            NaN               NaN   \n",
       "161      ENST00000539745   ENSP00000443017      NM_175054         NP_778224   \n",
       "\n",
       "             Transcript type  \n",
       "0             protein_coding  \n",
       "1             protein_coding  \n",
       "2             protein_coding  \n",
       "3             protein_coding  \n",
       "4             protein_coding  \n",
       "5             protein_coding  \n",
       "6             protein_coding  \n",
       "7             protein_coding  \n",
       "8             protein_coding  \n",
       "9             protein_coding  \n",
       "10                       NaN  \n",
       "11            protein_coding  \n",
       "12            protein_coding  \n",
       "13            protein_coding  \n",
       "14   nonsense_mediated_decay  \n",
       "15            protein_coding  \n",
       "16            protein_coding  \n",
       "17            protein_coding  \n",
       "18            protein_coding  \n",
       "19            protein_coding  \n",
       "20            protein_coding  \n",
       "21            protein_coding  \n",
       "22            protein_coding  \n",
       "23            protein_coding  \n",
       "24            protein_coding  \n",
       "25            protein_coding  \n",
       "26            protein_coding  \n",
       "27            protein_coding  \n",
       "28            protein_coding  \n",
       "29            protein_coding  \n",
       "..                       ...  \n",
       "132           protein_coding  \n",
       "133           protein_coding  \n",
       "134           protein_coding  \n",
       "135           protein_coding  \n",
       "136           protein_coding  \n",
       "137  nonsense_mediated_decay  \n",
       "138           protein_coding  \n",
       "139           protein_coding  \n",
       "140           protein_coding  \n",
       "141           protein_coding  \n",
       "142           protein_coding  \n",
       "143           protein_coding  \n",
       "144           protein_coding  \n",
       "145  nonsense_mediated_decay  \n",
       "146  nonsense_mediated_decay  \n",
       "147           protein_coding  \n",
       "148           protein_coding  \n",
       "149           protein_coding  \n",
       "150           protein_coding  \n",
       "151           protein_coding  \n",
       "152           protein_coding  \n",
       "153           protein_coding  \n",
       "154  nonsense_mediated_decay  \n",
       "155  nonsense_mediated_decay  \n",
       "156  nonsense_mediated_decay  \n",
       "157  nonsense_mediated_decay  \n",
       "158  nonsense_mediated_decay  \n",
       "159           protein_coding  \n",
       "160  nonsense_mediated_decay  \n",
       "161           protein_coding  \n",
       "\n",
       "[162 rows x 10 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "histone_proteins"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "seqs=[]\n",
    "seqlen=[]\n",
    "refs=[]\n",
    "for index, row in histone_proteins.iterrows():\n",
    "#     print(row['Protein stable ID'])\n",
    "    seq=requests.get('http://rest.ensembl.org/sequence/id/%s?content-type=text/plain'%row['Protein stable ID']).content\n",
    "    seqs.append(seq)\n",
    "    seqlen.append(len(seq))\n",
    "    refs.append(d.loc[d['NCBI gene ID']==row['NCBI gene ID']]['PMIDs'].values[0])\n",
    "\n",
    "\n",
    "#     refs.append(hist_genes.loc(hist_genes['NCBI gene ID']==row['NCBI gene ID'])values[0])\n",
    "histone_proteins['Protein sequence']=seqs\n",
    "histone_proteins['Protein length']=seqlen\n",
    "histone_proteins['References']=refs\n",
    "\n",
    "\n",
    "#response = requests.get('http://rest.ensembl.org/sequence/id/ENST00000340857?content-type=text/plain')\n",
    "#print (response.status_code)\n",
    "#print (response.content)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Histone type</th>\n",
       "      <th>Histone variant</th>\n",
       "      <th>HGNC symbol</th>\n",
       "      <th>NCBI gene ID</th>\n",
       "      <th>Ensembl gene ID</th>\n",
       "      <th>Transcript stable ID</th>\n",
       "      <th>Protein stable ID</th>\n",
       "      <th>RefSeq mRNA ID</th>\n",
       "      <th>RefSeq peptide ID</th>\n",
       "      <th>Transcript type</th>\n",
       "      <th>Protein sequence</th>\n",
       "      <th>Protein length</th>\n",
       "      <th>References</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.0</td>\n",
       "      <td>H1-0</td>\n",
       "      <td>3005</td>\n",
       "      <td>ENSG00000189060</td>\n",
       "      <td>ENST00000340857</td>\n",
       "      <td>ENSP00000344504</td>\n",
       "      <td>NM_005318</td>\n",
       "      <td>NP_005309</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MTENSTSAPAAKPKRAKASKKSTDHPKYSDMIVAAIQAEKNRAG...</td>\n",
       "      <td>194</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.1</td>\n",
       "      <td>H1-1</td>\n",
       "      <td>3024</td>\n",
       "      <td>ENSG00000124610</td>\n",
       "      <td>ENST00000244573</td>\n",
       "      <td>ENSP00000244573</td>\n",
       "      <td>NM_005325</td>\n",
       "      <td>NP_005316</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETVPPAPAASAAPEKPLAGKKAKKPAKAAAASKKKPAGPSVS...</td>\n",
       "      <td>215</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.2</td>\n",
       "      <td>H1-2</td>\n",
       "      <td>3006</td>\n",
       "      <td>ENSG00000187837</td>\n",
       "      <td>ENST00000343677</td>\n",
       "      <td>ENSP00000339566</td>\n",
       "      <td>NM_005319</td>\n",
       "      <td>NP_005310</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETAPAAPAAAPPAEKAPVKKKAAKKAGGTPRKASGPPVSELI...</td>\n",
       "      <td>213</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.3</td>\n",
       "      <td>H1-3</td>\n",
       "      <td>3007</td>\n",
       "      <td>ENSG00000124575</td>\n",
       "      <td>ENST00000244534</td>\n",
       "      <td>ENSP00000244534</td>\n",
       "      <td>NM_005320</td>\n",
       "      <td>NP_005311</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETAPLAPTIPAPAEKTPVKKKAKKAGATAGKRKASGPPVSEL...</td>\n",
       "      <td>221</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.4</td>\n",
       "      <td>H1-4</td>\n",
       "      <td>3008</td>\n",
       "      <td>ENSG00000168298</td>\n",
       "      <td>ENST00000304218</td>\n",
       "      <td>ENSP00000307705</td>\n",
       "      <td>NM_005321</td>\n",
       "      <td>NP_005312</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETAPAAPAAPAPAEKTPVKKKARKSAGAAKRKASGPPVSELI...</td>\n",
       "      <td>219</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.5</td>\n",
       "      <td>H1-5</td>\n",
       "      <td>3009</td>\n",
       "      <td>ENSG00000184357</td>\n",
       "      <td>ENST00000331442</td>\n",
       "      <td>ENSP00000330074</td>\n",
       "      <td>NM_005322</td>\n",
       "      <td>NP_005313</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETAPAETATPAPVEKSPAKKKATKKAAGAGAAKRKATGPPVS...</td>\n",
       "      <td>226</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.6</td>\n",
       "      <td>H1-6</td>\n",
       "      <td>3010</td>\n",
       "      <td>ENSG00000187475</td>\n",
       "      <td>ENST00000338379</td>\n",
       "      <td>ENSP00000341214</td>\n",
       "      <td>NM_005323</td>\n",
       "      <td>NP_005314</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETVPAASASAGVAAMEKLPTKKRGRKPAGLISASRKVPNLSV...</td>\n",
       "      <td>207</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.7</td>\n",
       "      <td>H1-7</td>\n",
       "      <td>341567</td>\n",
       "      <td>ENSG00000187166</td>\n",
       "      <td>ENST00000335017</td>\n",
       "      <td>ENSP00000334805</td>\n",
       "      <td>NM_181788</td>\n",
       "      <td>NP_861453</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MEQALTGEAQSRWPRRGGSGAMAEAPGPSGESRGHSATQLPAEK...</td>\n",
       "      <td>255</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>H1</td>\n",
       "      <td>OO H1.8</td>\n",
       "      <td>H1-8</td>\n",
       "      <td>132243</td>\n",
       "      <td>ENSG00000178804</td>\n",
       "      <td>ENST00000324382</td>\n",
       "      <td>ENSP00000319799</td>\n",
       "      <td>NM_153833</td>\n",
       "      <td>NP_722575</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MAPGSVTSDISPSSTSTAGSSRSPESEKPGPSHGGVPPGGPSHS...</td>\n",
       "      <td>346</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>H1</td>\n",
       "      <td>OO H1.8</td>\n",
       "      <td>H1-8</td>\n",
       "      <td>132243</td>\n",
       "      <td>ENSG00000178804</td>\n",
       "      <td>ENST00000503977</td>\n",
       "      <td>ENSP00000422964</td>\n",
       "      <td>NM_001308262</td>\n",
       "      <td>NP_001295191</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MAPATAPRRAGEAKGKGPKKPSEAKEDPPNVGKVKKAAKRPAKV...</td>\n",
       "      <td>207</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.9(?)</td>\n",
       "      <td>H1-9P</td>\n",
       "      <td>373861</td>\n",
       "      <td>ENSG00000188662</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>b'{\"error\":\"ID \\'nan\\' not found\"}'</td>\n",
       "      <td>30</td>\n",
       "      <td>12920187 26689747 17852044</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.10</td>\n",
       "      <td>H1-10</td>\n",
       "      <td>8971</td>\n",
       "      <td>ENSG00000184897</td>\n",
       "      <td>ENST00000333762</td>\n",
       "      <td>ENSP00000329662</td>\n",
       "      <td>NM_006026</td>\n",
       "      <td>NP_006017</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSVELEEALPVTTAEGMAKKVTKAGGSAALSPSKKRKNSKKKNQ...</td>\n",
       "      <td>213</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>H2A</td>\n",
       "      <td>TS H2A.1</td>\n",
       "      <td>H2AC1</td>\n",
       "      <td>221613</td>\n",
       "      <td>ENSG00000164508</td>\n",
       "      <td>ENST00000297012</td>\n",
       "      <td>ENSP00000297012</td>\n",
       "      <td>NM_170745</td>\n",
       "      <td>NP_734466</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKSKSRSSRAGLQFPVGRIHRLLRKGNYAERI...</td>\n",
       "      <td>131</td>\n",
       "      <td>2011515 7068607 24506885</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC4</td>\n",
       "      <td>8335</td>\n",
       "      <td>ENSG00000278463</td>\n",
       "      <td>ENST00000615868</td>\n",
       "      <td>ENSP00000483842</td>\n",
       "      <td>NM_003513</td>\n",
       "      <td>NP_003504</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC6</td>\n",
       "      <td>8334</td>\n",
       "      <td>ENSG00000180573</td>\n",
       "      <td>ENST00000314088</td>\n",
       "      <td>ENSP00000321389</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC6</td>\n",
       "      <td>8334</td>\n",
       "      <td>ENSG00000180573</td>\n",
       "      <td>ENST00000602637</td>\n",
       "      <td>ENSP00000473534</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC6</td>\n",
       "      <td>8334</td>\n",
       "      <td>ENSG00000180573</td>\n",
       "      <td>ENST00000377791</td>\n",
       "      <td>ENSP00000367022</td>\n",
       "      <td>NM_003512</td>\n",
       "      <td>NP_003503</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC7</td>\n",
       "      <td>3013</td>\n",
       "      <td>ENSG00000196866</td>\n",
       "      <td>ENST00000341023</td>\n",
       "      <td>ENSP00000341094</td>\n",
       "      <td>NM_021065</td>\n",
       "      <td>NP_066409</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC8</td>\n",
       "      <td>3012</td>\n",
       "      <td>ENSG00000277075</td>\n",
       "      <td>ENST00000303910</td>\n",
       "      <td>ENSP00000303373</td>\n",
       "      <td>NM_021052</td>\n",
       "      <td>NP_066390</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC11</td>\n",
       "      <td>8969</td>\n",
       "      <td>ENSG00000196787</td>\n",
       "      <td>ENST00000359193</td>\n",
       "      <td>ENSP00000352119</td>\n",
       "      <td>NM_021064</td>\n",
       "      <td>NP_066408</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC12</td>\n",
       "      <td>85235</td>\n",
       "      <td>ENSG00000274997</td>\n",
       "      <td>ENST00000377459</td>\n",
       "      <td>ENSP00000366679</td>\n",
       "      <td>NM_080596</td>\n",
       "      <td>NP_542163</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>128</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC13</td>\n",
       "      <td>8329</td>\n",
       "      <td>ENSG00000196747</td>\n",
       "      <td>ENST00000358739</td>\n",
       "      <td>ENSP00000351589</td>\n",
       "      <td>NM_003509</td>\n",
       "      <td>NP_003500</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC14</td>\n",
       "      <td>8331</td>\n",
       "      <td>ENSG00000276368</td>\n",
       "      <td>ENST00000333151</td>\n",
       "      <td>ENSP00000328484</td>\n",
       "      <td>NM_021066</td>\n",
       "      <td>NP_066544</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>128</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC15</td>\n",
       "      <td>8330</td>\n",
       "      <td>ENSG00000275221</td>\n",
       "      <td>ENST00000618958</td>\n",
       "      <td>ENSP00000482431</td>\n",
       "      <td>NM_003510</td>\n",
       "      <td>NP_003501</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC16</td>\n",
       "      <td>8332</td>\n",
       "      <td>ENSG00000276903</td>\n",
       "      <td>ENST00000613174</td>\n",
       "      <td>ENSP00000482538</td>\n",
       "      <td>NM_003511</td>\n",
       "      <td>NP_003502</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC17</td>\n",
       "      <td>8336</td>\n",
       "      <td>ENSG00000278677</td>\n",
       "      <td>ENST00000359611</td>\n",
       "      <td>ENSP00000352627</td>\n",
       "      <td>NM_003514</td>\n",
       "      <td>NP_003505</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC18</td>\n",
       "      <td>8337</td>\n",
       "      <td>ENSG00000203812</td>\n",
       "      <td>ENST00000369159</td>\n",
       "      <td>ENSP00000358155</td>\n",
       "      <td>NM_003516</td>\n",
       "      <td>NP_003507</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC19</td>\n",
       "      <td>723790</td>\n",
       "      <td>ENSG00000272196</td>\n",
       "      <td>ENST00000607355</td>\n",
       "      <td>ENSP00000475814</td>\n",
       "      <td>NM_001040874</td>\n",
       "      <td>NP_001035807</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC20</td>\n",
       "      <td>8338</td>\n",
       "      <td>ENSG00000184260</td>\n",
       "      <td>ENST00000331380</td>\n",
       "      <td>ENSP00000332194</td>\n",
       "      <td>NM_003517</td>\n",
       "      <td>NP_003508</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>129</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC21</td>\n",
       "      <td>317772</td>\n",
       "      <td>ENSG00000184270</td>\n",
       "      <td>ENST00000331128</td>\n",
       "      <td>ENSP00000332790</td>\n",
       "      <td>NM_175065</td>\n",
       "      <td>NP_778235</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3B</td>\n",
       "      <td>3021</td>\n",
       "      <td>ENSG00000132475</td>\n",
       "      <td>ENST00000587171</td>\n",
       "      <td>ENSP00000468484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...</td>\n",
       "      <td>151</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>H3</td>\n",
       "      <td>TS H3.4</td>\n",
       "      <td>H3-4</td>\n",
       "      <td>8290</td>\n",
       "      <td>ENSG00000168148</td>\n",
       "      <td>ENST00000366696</td>\n",
       "      <td>ENSP00000355657</td>\n",
       "      <td>NM_003493</td>\n",
       "      <td>NP_003484</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKVARKSAPATGGVKKPHRYRP...</td>\n",
       "      <td>136</td>\n",
       "      <td>8986613</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.5</td>\n",
       "      <td>H3-5</td>\n",
       "      <td>440093</td>\n",
       "      <td>ENSG00000188375</td>\n",
       "      <td>ENST00000340398</td>\n",
       "      <td>ENSP00000339835</td>\n",
       "      <td>NM_001013699</td>\n",
       "      <td>NP_001013721</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSTPSTCGVKPHRYRPG...</td>\n",
       "      <td>135</td>\n",
       "      <td>21274551</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "      <td>ENST00000335756</td>\n",
       "      <td>ENSP00000336868</td>\n",
       "      <td>NM_001809</td>\n",
       "      <td>NP_001800</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...</td>\n",
       "      <td>140</td>\n",
       "      <td>23324462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "      <td>ENST00000233505</td>\n",
       "      <td>ENSP00000233505</td>\n",
       "      <td>NM_001042426</td>\n",
       "      <td>NP_001035891</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...</td>\n",
       "      <td>114</td>\n",
       "      <td>23324462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "      <td>ENST00000419525</td>\n",
       "      <td>ENSP00000404963</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...</td>\n",
       "      <td>86</td>\n",
       "      <td>23324462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C1</td>\n",
       "      <td>8359</td>\n",
       "      <td>ENSG00000278637</td>\n",
       "      <td>ENST00000617569</td>\n",
       "      <td>ENSP00000479106</td>\n",
       "      <td>NM_003538</td>\n",
       "      <td>NP_003529</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C2</td>\n",
       "      <td>8366</td>\n",
       "      <td>ENSG00000278705</td>\n",
       "      <td>ENST00000377745</td>\n",
       "      <td>ENSP00000366974</td>\n",
       "      <td>NM_003544</td>\n",
       "      <td>NP_003535</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C3</td>\n",
       "      <td>8364</td>\n",
       "      <td>ENSG00000197061</td>\n",
       "      <td>ENST00000377803</td>\n",
       "      <td>ENSP00000367034</td>\n",
       "      <td>NM_003542</td>\n",
       "      <td>NP_003533</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C4</td>\n",
       "      <td>8360</td>\n",
       "      <td>ENSG00000277157</td>\n",
       "      <td>ENST00000614247</td>\n",
       "      <td>ENSP00000479461</td>\n",
       "      <td>NM_003539</td>\n",
       "      <td>NP_003530</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C5</td>\n",
       "      <td>8367</td>\n",
       "      <td>ENSG00000276966</td>\n",
       "      <td>ENST00000615164</td>\n",
       "      <td>ENSP00000484789</td>\n",
       "      <td>NM_003545</td>\n",
       "      <td>NP_003536</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C6</td>\n",
       "      <td>8361</td>\n",
       "      <td>ENSG00000274618</td>\n",
       "      <td>ENST00000244537</td>\n",
       "      <td>ENSP00000244537</td>\n",
       "      <td>NM_003540</td>\n",
       "      <td>NP_003531</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C7</td>\n",
       "      <td>8369</td>\n",
       "      <td>ENSG00000275663</td>\n",
       "      <td>ENST00000611444</td>\n",
       "      <td>ENSP00000477870</td>\n",
       "      <td>NM_003547</td>\n",
       "      <td>NP_003538</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSVRGKAGKGLGKGGAKCHRKVLSDNIQGITKCTIRRLARHGGV...</td>\n",
       "      <td>98</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>ENST00000634956</td>\n",
       "      <td>ENSP00000489567</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>ENST00000634560</td>\n",
       "      <td>ENSP00000489319</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>ENST00000377727</td>\n",
       "      <td>ENSP00000366956</td>\n",
       "      <td>NM_003543</td>\n",
       "      <td>NP_003534</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>ENST00000635491</td>\n",
       "      <td>ENSP00000489236</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C9</td>\n",
       "      <td>8294</td>\n",
       "      <td>ENSG00000276180</td>\n",
       "      <td>ENST00000615353</td>\n",
       "      <td>ENSP00000481486</td>\n",
       "      <td>NM_003495</td>\n",
       "      <td>NP_003486</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C11</td>\n",
       "      <td>8363</td>\n",
       "      <td>ENSG00000197238</td>\n",
       "      <td>ENST00000355057</td>\n",
       "      <td>ENSP00000347168</td>\n",
       "      <td>NM_021968</td>\n",
       "      <td>NP_068803</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C12</td>\n",
       "      <td>8362</td>\n",
       "      <td>ENSG00000273542</td>\n",
       "      <td>ENST00000611927</td>\n",
       "      <td>ENSP00000479794</td>\n",
       "      <td>NM_003541</td>\n",
       "      <td>NP_003532</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C13</td>\n",
       "      <td>8368</td>\n",
       "      <td>ENSG00000275126</td>\n",
       "      <td>ENST00000618305</td>\n",
       "      <td>ENSP00000480960</td>\n",
       "      <td>NM_003546</td>\n",
       "      <td>NP_003537</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>ENST00000578186</td>\n",
       "      <td>ENSP00000462667</td>\n",
       "      <td>NM_003548</td>\n",
       "      <td>NP_003539</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>ENST00000618193</td>\n",
       "      <td>ENSP00000478786</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>ENST00000614272</td>\n",
       "      <td>ENSP00000478519</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>ENST00000613412</td>\n",
       "      <td>ENSP00000481343</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C15</td>\n",
       "      <td>554313</td>\n",
       "      <td>ENSG00000270276</td>\n",
       "      <td>ENST00000621520</td>\n",
       "      <td>ENSP00000481507</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C15</td>\n",
       "      <td>554313</td>\n",
       "      <td>ENSG00000270276</td>\n",
       "      <td>ENST00000612061</td>\n",
       "      <td>ENSP00000482412</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C15</td>\n",
       "      <td>554313</td>\n",
       "      <td>ENSG00000270276</td>\n",
       "      <td>ENST00000579512</td>\n",
       "      <td>ENSP00000462355</td>\n",
       "      <td>NM_001034077</td>\n",
       "      <td>NP_001029249</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4-16</td>\n",
       "      <td>121504</td>\n",
       "      <td>ENSG00000197837</td>\n",
       "      <td>ENST00000358064</td>\n",
       "      <td>ENSP00000350767</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nonsense_mediated_decay</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4-16</td>\n",
       "      <td>121504</td>\n",
       "      <td>ENSG00000197837</td>\n",
       "      <td>ENST00000539745</td>\n",
       "      <td>ENSP00000443017</td>\n",
       "      <td>NM_175054</td>\n",
       "      <td>NP_778224</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>162 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Histone type Histone variant HGNC symbol  NCBI gene ID  Ensembl gene ID  \\\n",
       "0             H1            H1.0        H1-0          3005  ENSG00000189060   \n",
       "1             H1            H1.1        H1-1          3024  ENSG00000124610   \n",
       "2             H1            H1.2        H1-2          3006  ENSG00000187837   \n",
       "3             H1            H1.3        H1-3          3007  ENSG00000124575   \n",
       "4             H1            H1.4        H1-4          3008  ENSG00000168298   \n",
       "5             H1            H1.5        H1-5          3009  ENSG00000184357   \n",
       "6             H1         TS H1.6        H1-6          3010  ENSG00000187475   \n",
       "7             H1         TS H1.7        H1-7        341567  ENSG00000187166   \n",
       "8             H1         OO H1.8        H1-8        132243  ENSG00000178804   \n",
       "9             H1         OO H1.8        H1-8        132243  ENSG00000178804   \n",
       "10            H1      TS H1.9(?)       H1-9P        373861  ENSG00000188662   \n",
       "11            H1           H1.10       H1-10          8971  ENSG00000184897   \n",
       "12           H2A        TS H2A.1       H2AC1        221613  ENSG00000164508   \n",
       "13           H2A   canonical H2A       H2AC4          8335  ENSG00000278463   \n",
       "14           H2A   canonical H2A       H2AC6          8334  ENSG00000180573   \n",
       "15           H2A   canonical H2A       H2AC6          8334  ENSG00000180573   \n",
       "16           H2A   canonical H2A       H2AC6          8334  ENSG00000180573   \n",
       "17           H2A   canonical H2A       H2AC7          3013  ENSG00000196866   \n",
       "18           H2A   canonical H2A       H2AC8          3012  ENSG00000277075   \n",
       "19           H2A   canonical H2A      H2AC11          8969  ENSG00000196787   \n",
       "20           H2A   canonical H2A      H2AC12         85235  ENSG00000274997   \n",
       "21           H2A   canonical H2A      H2AC13          8329  ENSG00000196747   \n",
       "22           H2A   canonical H2A      H2AC14          8331  ENSG00000276368   \n",
       "23           H2A   canonical H2A      H2AC15          8330  ENSG00000275221   \n",
       "24           H2A   canonical H2A      H2AC16          8332  ENSG00000276903   \n",
       "25           H2A   canonical H2A      H2AC17          8336  ENSG00000278677   \n",
       "26           H2A   canonical H2A      H2AC18          8337  ENSG00000203812   \n",
       "27           H2A   canonical H2A      H2AC19        723790  ENSG00000272196   \n",
       "28           H2A   canonical H2A      H2AC20          8338  ENSG00000184260   \n",
       "29           H2A   canonical H2A      H2AC21        317772  ENSG00000184270   \n",
       "..           ...             ...         ...           ...              ...   \n",
       "132           H3            H3.3       H3-3B          3021  ENSG00000132475   \n",
       "133           H3         TS H3.4        H3-4          8290  ENSG00000168148   \n",
       "134           H3            H3.5        H3-5        440093  ENSG00000188375   \n",
       "135           H3           cenH3       CENPA          1058  ENSG00000115163   \n",
       "136           H3           cenH3       CENPA          1058  ENSG00000115163   \n",
       "137           H3           cenH3       CENPA          1058  ENSG00000115163   \n",
       "138           H4    canonical H4        H4C1          8359  ENSG00000278637   \n",
       "139           H4    canonical H4        H4C2          8366  ENSG00000278705   \n",
       "140           H4    canonical H4        H4C3          8364  ENSG00000197061   \n",
       "141           H4    canonical H4        H4C4          8360  ENSG00000277157   \n",
       "142           H4    canonical H4        H4C5          8367  ENSG00000276966   \n",
       "143           H4    canonical H4        H4C6          8361  ENSG00000274618   \n",
       "144           H4    canonical H4        H4C7          8369  ENSG00000275663   \n",
       "145           H4    canonical H4        H4C8          8365  ENSG00000158406   \n",
       "146           H4    canonical H4        H4C8          8365  ENSG00000158406   \n",
       "147           H4    canonical H4        H4C8          8365  ENSG00000158406   \n",
       "148           H4    canonical H4        H4C8          8365  ENSG00000158406   \n",
       "149           H4    canonical H4        H4C9          8294  ENSG00000276180   \n",
       "150           H4    canonical H4       H4C11          8363  ENSG00000197238   \n",
       "151           H4    canonical H4       H4C12          8362  ENSG00000273542   \n",
       "152           H4    canonical H4       H4C13          8368  ENSG00000275126   \n",
       "153           H4    canonical H4       H4C14          8370  ENSG00000270882   \n",
       "154           H4    canonical H4       H4C14          8370  ENSG00000270882   \n",
       "155           H4    canonical H4       H4C14          8370  ENSG00000270882   \n",
       "156           H4    canonical H4       H4C14          8370  ENSG00000270882   \n",
       "157           H4    canonical H4       H4C15        554313  ENSG00000270276   \n",
       "158           H4    canonical H4       H4C15        554313  ENSG00000270276   \n",
       "159           H4    canonical H4       H4C15        554313  ENSG00000270276   \n",
       "160           H4    canonical H4       H4-16        121504  ENSG00000197837   \n",
       "161           H4    canonical H4       H4-16        121504  ENSG00000197837   \n",
       "\n",
       "    Transcript stable ID Protein stable ID RefSeq mRNA ID RefSeq peptide ID  \\\n",
       "0        ENST00000340857   ENSP00000344504      NM_005318         NP_005309   \n",
       "1        ENST00000244573   ENSP00000244573      NM_005325         NP_005316   \n",
       "2        ENST00000343677   ENSP00000339566      NM_005319         NP_005310   \n",
       "3        ENST00000244534   ENSP00000244534      NM_005320         NP_005311   \n",
       "4        ENST00000304218   ENSP00000307705      NM_005321         NP_005312   \n",
       "5        ENST00000331442   ENSP00000330074      NM_005322         NP_005313   \n",
       "6        ENST00000338379   ENSP00000341214      NM_005323         NP_005314   \n",
       "7        ENST00000335017   ENSP00000334805      NM_181788         NP_861453   \n",
       "8        ENST00000324382   ENSP00000319799      NM_153833         NP_722575   \n",
       "9        ENST00000503977   ENSP00000422964   NM_001308262      NP_001295191   \n",
       "10                   NaN               NaN            NaN               NaN   \n",
       "11       ENST00000333762   ENSP00000329662      NM_006026         NP_006017   \n",
       "12       ENST00000297012   ENSP00000297012      NM_170745         NP_734466   \n",
       "13       ENST00000615868   ENSP00000483842      NM_003513         NP_003504   \n",
       "14       ENST00000314088   ENSP00000321389            NaN               NaN   \n",
       "15       ENST00000602637   ENSP00000473534            NaN               NaN   \n",
       "16       ENST00000377791   ENSP00000367022      NM_003512         NP_003503   \n",
       "17       ENST00000341023   ENSP00000341094      NM_021065         NP_066409   \n",
       "18       ENST00000303910   ENSP00000303373      NM_021052         NP_066390   \n",
       "19       ENST00000359193   ENSP00000352119      NM_021064         NP_066408   \n",
       "20       ENST00000377459   ENSP00000366679      NM_080596         NP_542163   \n",
       "21       ENST00000358739   ENSP00000351589      NM_003509         NP_003500   \n",
       "22       ENST00000333151   ENSP00000328484      NM_021066         NP_066544   \n",
       "23       ENST00000618958   ENSP00000482431      NM_003510         NP_003501   \n",
       "24       ENST00000613174   ENSP00000482538      NM_003511         NP_003502   \n",
       "25       ENST00000359611   ENSP00000352627      NM_003514         NP_003505   \n",
       "26       ENST00000369159   ENSP00000358155      NM_003516         NP_003507   \n",
       "27       ENST00000607355   ENSP00000475814   NM_001040874      NP_001035807   \n",
       "28       ENST00000331380   ENSP00000332194      NM_003517         NP_003508   \n",
       "29       ENST00000331128   ENSP00000332790      NM_175065         NP_778235   \n",
       "..                   ...               ...            ...               ...   \n",
       "132      ENST00000587171   ENSP00000468484            NaN               NaN   \n",
       "133      ENST00000366696   ENSP00000355657      NM_003493         NP_003484   \n",
       "134      ENST00000340398   ENSP00000339835   NM_001013699      NP_001013721   \n",
       "135      ENST00000335756   ENSP00000336868      NM_001809         NP_001800   \n",
       "136      ENST00000233505   ENSP00000233505   NM_001042426      NP_001035891   \n",
       "137      ENST00000419525   ENSP00000404963            NaN               NaN   \n",
       "138      ENST00000617569   ENSP00000479106      NM_003538         NP_003529   \n",
       "139      ENST00000377745   ENSP00000366974      NM_003544         NP_003535   \n",
       "140      ENST00000377803   ENSP00000367034      NM_003542         NP_003533   \n",
       "141      ENST00000614247   ENSP00000479461      NM_003539         NP_003530   \n",
       "142      ENST00000615164   ENSP00000484789      NM_003545         NP_003536   \n",
       "143      ENST00000244537   ENSP00000244537      NM_003540         NP_003531   \n",
       "144      ENST00000611444   ENSP00000477870      NM_003547         NP_003538   \n",
       "145      ENST00000634956   ENSP00000489567            NaN               NaN   \n",
       "146      ENST00000634560   ENSP00000489319            NaN               NaN   \n",
       "147      ENST00000377727   ENSP00000366956      NM_003543         NP_003534   \n",
       "148      ENST00000635491   ENSP00000489236            NaN               NaN   \n",
       "149      ENST00000615353   ENSP00000481486      NM_003495         NP_003486   \n",
       "150      ENST00000355057   ENSP00000347168      NM_021968         NP_068803   \n",
       "151      ENST00000611927   ENSP00000479794      NM_003541         NP_003532   \n",
       "152      ENST00000618305   ENSP00000480960      NM_003546         NP_003537   \n",
       "153      ENST00000578186   ENSP00000462667      NM_003548         NP_003539   \n",
       "154      ENST00000618193   ENSP00000478786            NaN               NaN   \n",
       "155      ENST00000614272   ENSP00000478519            NaN               NaN   \n",
       "156      ENST00000613412   ENSP00000481343            NaN               NaN   \n",
       "157      ENST00000621520   ENSP00000481507            NaN               NaN   \n",
       "158      ENST00000612061   ENSP00000482412            NaN               NaN   \n",
       "159      ENST00000579512   ENSP00000462355   NM_001034077      NP_001029249   \n",
       "160      ENST00000358064   ENSP00000350767            NaN               NaN   \n",
       "161      ENST00000539745   ENSP00000443017      NM_175054         NP_778224   \n",
       "\n",
       "             Transcript type  \\\n",
       "0             protein_coding   \n",
       "1             protein_coding   \n",
       "2             protein_coding   \n",
       "3             protein_coding   \n",
       "4             protein_coding   \n",
       "5             protein_coding   \n",
       "6             protein_coding   \n",
       "7             protein_coding   \n",
       "8             protein_coding   \n",
       "9             protein_coding   \n",
       "10                       NaN   \n",
       "11            protein_coding   \n",
       "12            protein_coding   \n",
       "13            protein_coding   \n",
       "14   nonsense_mediated_decay   \n",
       "15            protein_coding   \n",
       "16            protein_coding   \n",
       "17            protein_coding   \n",
       "18            protein_coding   \n",
       "19            protein_coding   \n",
       "20            protein_coding   \n",
       "21            protein_coding   \n",
       "22            protein_coding   \n",
       "23            protein_coding   \n",
       "24            protein_coding   \n",
       "25            protein_coding   \n",
       "26            protein_coding   \n",
       "27            protein_coding   \n",
       "28            protein_coding   \n",
       "29            protein_coding   \n",
       "..                       ...   \n",
       "132           protein_coding   \n",
       "133           protein_coding   \n",
       "134           protein_coding   \n",
       "135           protein_coding   \n",
       "136           protein_coding   \n",
       "137  nonsense_mediated_decay   \n",
       "138           protein_coding   \n",
       "139           protein_coding   \n",
       "140           protein_coding   \n",
       "141           protein_coding   \n",
       "142           protein_coding   \n",
       "143           protein_coding   \n",
       "144           protein_coding   \n",
       "145  nonsense_mediated_decay   \n",
       "146  nonsense_mediated_decay   \n",
       "147           protein_coding   \n",
       "148           protein_coding   \n",
       "149           protein_coding   \n",
       "150           protein_coding   \n",
       "151           protein_coding   \n",
       "152           protein_coding   \n",
       "153           protein_coding   \n",
       "154  nonsense_mediated_decay   \n",
       "155  nonsense_mediated_decay   \n",
       "156  nonsense_mediated_decay   \n",
       "157  nonsense_mediated_decay   \n",
       "158  nonsense_mediated_decay   \n",
       "159           protein_coding   \n",
       "160  nonsense_mediated_decay   \n",
       "161           protein_coding   \n",
       "\n",
       "                                      Protein sequence  Protein length  \\\n",
       "0    b'MTENSTSAPAAKPKRAKASKKSTDHPKYSDMIVAAIQAEKNRAG...             194   \n",
       "1    b'MSETVPPAPAASAAPEKPLAGKKAKKPAKAAAASKKKPAGPSVS...             215   \n",
       "2    b'MSETAPAAPAAAPPAEKAPVKKKAAKKAGGTPRKASGPPVSELI...             213   \n",
       "3    b'MSETAPLAPTIPAPAEKTPVKKKAKKAGATAGKRKASGPPVSEL...             221   \n",
       "4    b'MSETAPAAPAAPAPAEKTPVKKKARKSAGAAKRKASGPPVSELI...             219   \n",
       "5    b'MSETAPAETATPAPVEKSPAKKKATKKAAGAGAAKRKATGPPVS...             226   \n",
       "6    b'MSETVPAASASAGVAAMEKLPTKKRGRKPAGLISASRKVPNLSV...             207   \n",
       "7    b'MEQALTGEAQSRWPRRGGSGAMAEAPGPSGESRGHSATQLPAEK...             255   \n",
       "8    b'MAPGSVTSDISPSSTSTAGSSRSPESEKPGPSHGGVPPGGPSHS...             346   \n",
       "9    b'MAPATAPRRAGEAKGKGPKKPSEAKEDPPNVGKVKKAAKRPAKV...             207   \n",
       "10                 b'{\"error\":\"ID \\'nan\\' not found\"}'              30   \n",
       "11   b'MSVELEEALPVTTAEGMAKKVTKAGGSAALSPSKKRKNSKKKNQ...             213   \n",
       "12   b'MSGRGKQGGKARAKSKSRSSRAGLQFPVGRIHRLLRKGNYAERI...             131   \n",
       "13   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...             130   \n",
       "14   b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "15   b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "16   b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "17   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...             130   \n",
       "18   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...             130   \n",
       "19   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "20   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...             128   \n",
       "21   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "22   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...             128   \n",
       "23   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "24   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "25   b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "26   b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "27   b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "28   b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...             129   \n",
       "29   b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...             130   \n",
       "..                                                 ...             ...   \n",
       "132  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...             151   \n",
       "133  b'MARTKQTARKSTGGKAPRKQLATKVARKSAPATGGVKKPHRYRP...             136   \n",
       "134  b'MARTKQTARKSTGGKAPRKQLATKAARKSTPSTCGVKPHRYRPG...             135   \n",
       "135  b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...             140   \n",
       "136  b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...             114   \n",
       "137  b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...              86   \n",
       "138  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "139  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "140  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "141  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "142  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "143  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "144  b'MSVRGKAGKGLGKGGAKCHRKVLSDNIQGITKCTIRRLARHGGV...              98   \n",
       "145  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "146  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "147  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "148  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "149  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "150  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "151  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "152  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "153  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "154  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "155  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "156  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "157  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "158  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "159  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "160  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "161  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...             103   \n",
       "\n",
       "                     References  \n",
       "0                      26689747  \n",
       "1                      26689747  \n",
       "2                      26689747  \n",
       "3                      26689747  \n",
       "4                      26689747  \n",
       "5                      26689747  \n",
       "6                      26689747  \n",
       "7                      26689747  \n",
       "8                      26689747  \n",
       "9                      26689747  \n",
       "10   12920187 26689747 17852044  \n",
       "11                     26689747  \n",
       "12     2011515 7068607 24506885  \n",
       "13            12408966 25731851  \n",
       "14            12408966 25731851  \n",
       "15            12408966 25731851  \n",
       "16            12408966 25731851  \n",
       "17            12408966 25731851  \n",
       "18            12408966 25731851  \n",
       "19            12408966 25731851  \n",
       "20            12408966 25731851  \n",
       "21            12408966 25731851  \n",
       "22            12408966 25731851  \n",
       "23            12408966 25731851  \n",
       "24            12408966 25731851  \n",
       "25            12408966 25731851  \n",
       "26            12408966 25731851  \n",
       "27            12408966 25731851  \n",
       "28            12408966 25731851  \n",
       "29            12408966 25731851  \n",
       "..                          ...  \n",
       "132                    19412883  \n",
       "133                     8986613  \n",
       "134                    21274551  \n",
       "135                    23324462  \n",
       "136                    23324462  \n",
       "137                    23324462  \n",
       "138                    12408966  \n",
       "139                    12408966  \n",
       "140                    12408966  \n",
       "141                    12408966  \n",
       "142                    12408966  \n",
       "143                    12408966  \n",
       "144                    12408966  \n",
       "145                    12408966  \n",
       "146                    12408966  \n",
       "147                    12408966  \n",
       "148                    12408966  \n",
       "149                    12408966  \n",
       "150                    12408966  \n",
       "151                    12408966  \n",
       "152                    12408966  \n",
       "153                    12408966  \n",
       "154                    12408966  \n",
       "155                    12408966  \n",
       "156                    12408966  \n",
       "157                    12408966  \n",
       "158                    12408966  \n",
       "159                    12408966  \n",
       "160                    12408966  \n",
       "161                    12408966  \n",
       "\n",
       "[162 rows x 13 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "histone_proteins"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# hp=(histone_proteins[histone_proteins['Transcript type'].isin(['protein_coding'])]).drop_duplicates(subset=['Transcript stable ID'])\n",
    "hp=(histone_proteins[histone_proteins['Transcript type'].isin(['protein_coding',np.nan])]).sort_values('RefSeq peptide ID', ascending=True).drop_duplicates(subset=['Ensembl gene ID','Protein sequence']).sort_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Histone type</th>\n",
       "      <th>Histone variant</th>\n",
       "      <th>HGNC symbol</th>\n",
       "      <th>NCBI gene ID</th>\n",
       "      <th>Ensembl gene ID</th>\n",
       "      <th>Transcript stable ID</th>\n",
       "      <th>Protein stable ID</th>\n",
       "      <th>RefSeq mRNA ID</th>\n",
       "      <th>RefSeq peptide ID</th>\n",
       "      <th>Transcript type</th>\n",
       "      <th>Protein sequence</th>\n",
       "      <th>Protein length</th>\n",
       "      <th>References</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.0</td>\n",
       "      <td>H1-0</td>\n",
       "      <td>3005</td>\n",
       "      <td>ENSG00000189060</td>\n",
       "      <td>ENST00000340857</td>\n",
       "      <td>ENSP00000344504</td>\n",
       "      <td>NM_005318</td>\n",
       "      <td>NP_005309</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MTENSTSAPAAKPKRAKASKKSTDHPKYSDMIVAAIQAEKNRAG...</td>\n",
       "      <td>194</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.1</td>\n",
       "      <td>H1-1</td>\n",
       "      <td>3024</td>\n",
       "      <td>ENSG00000124610</td>\n",
       "      <td>ENST00000244573</td>\n",
       "      <td>ENSP00000244573</td>\n",
       "      <td>NM_005325</td>\n",
       "      <td>NP_005316</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETVPPAPAASAAPEKPLAGKKAKKPAKAAAASKKKPAGPSVS...</td>\n",
       "      <td>215</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.2</td>\n",
       "      <td>H1-2</td>\n",
       "      <td>3006</td>\n",
       "      <td>ENSG00000187837</td>\n",
       "      <td>ENST00000343677</td>\n",
       "      <td>ENSP00000339566</td>\n",
       "      <td>NM_005319</td>\n",
       "      <td>NP_005310</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETAPAAPAAAPPAEKAPVKKKAAKKAGGTPRKASGPPVSELI...</td>\n",
       "      <td>213</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.3</td>\n",
       "      <td>H1-3</td>\n",
       "      <td>3007</td>\n",
       "      <td>ENSG00000124575</td>\n",
       "      <td>ENST00000244534</td>\n",
       "      <td>ENSP00000244534</td>\n",
       "      <td>NM_005320</td>\n",
       "      <td>NP_005311</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETAPLAPTIPAPAEKTPVKKKAKKAGATAGKRKASGPPVSEL...</td>\n",
       "      <td>221</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.4</td>\n",
       "      <td>H1-4</td>\n",
       "      <td>3008</td>\n",
       "      <td>ENSG00000168298</td>\n",
       "      <td>ENST00000304218</td>\n",
       "      <td>ENSP00000307705</td>\n",
       "      <td>NM_005321</td>\n",
       "      <td>NP_005312</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETAPAAPAAPAPAEKTPVKKKARKSAGAAKRKASGPPVSELI...</td>\n",
       "      <td>219</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.5</td>\n",
       "      <td>H1-5</td>\n",
       "      <td>3009</td>\n",
       "      <td>ENSG00000184357</td>\n",
       "      <td>ENST00000331442</td>\n",
       "      <td>ENSP00000330074</td>\n",
       "      <td>NM_005322</td>\n",
       "      <td>NP_005313</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETAPAETATPAPVEKSPAKKKATKKAAGAGAAKRKATGPPVS...</td>\n",
       "      <td>226</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.6</td>\n",
       "      <td>H1-6</td>\n",
       "      <td>3010</td>\n",
       "      <td>ENSG00000187475</td>\n",
       "      <td>ENST00000338379</td>\n",
       "      <td>ENSP00000341214</td>\n",
       "      <td>NM_005323</td>\n",
       "      <td>NP_005314</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSETVPAASASAGVAAMEKLPTKKRGRKPAGLISASRKVPNLSV...</td>\n",
       "      <td>207</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.7</td>\n",
       "      <td>H1-7</td>\n",
       "      <td>341567</td>\n",
       "      <td>ENSG00000187166</td>\n",
       "      <td>ENST00000335017</td>\n",
       "      <td>ENSP00000334805</td>\n",
       "      <td>NM_181788</td>\n",
       "      <td>NP_861453</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MEQALTGEAQSRWPRRGGSGAMAEAPGPSGESRGHSATQLPAEK...</td>\n",
       "      <td>255</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>H1</td>\n",
       "      <td>OO H1.8</td>\n",
       "      <td>H1-8</td>\n",
       "      <td>132243</td>\n",
       "      <td>ENSG00000178804</td>\n",
       "      <td>ENST00000324382</td>\n",
       "      <td>ENSP00000319799</td>\n",
       "      <td>NM_153833</td>\n",
       "      <td>NP_722575</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MAPGSVTSDISPSSTSTAGSSRSPESEKPGPSHGGVPPGGPSHS...</td>\n",
       "      <td>346</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>H1</td>\n",
       "      <td>OO H1.8</td>\n",
       "      <td>H1-8</td>\n",
       "      <td>132243</td>\n",
       "      <td>ENSG00000178804</td>\n",
       "      <td>ENST00000503977</td>\n",
       "      <td>ENSP00000422964</td>\n",
       "      <td>NM_001308262</td>\n",
       "      <td>NP_001295191</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MAPATAPRRAGEAKGKGPKKPSEAKEDPPNVGKVKKAAKRPAKV...</td>\n",
       "      <td>207</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>H1</td>\n",
       "      <td>TS H1.9(?)</td>\n",
       "      <td>H1-9P</td>\n",
       "      <td>373861</td>\n",
       "      <td>ENSG00000188662</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>b'{\"error\":\"ID \\'nan\\' not found\"}'</td>\n",
       "      <td>30</td>\n",
       "      <td>12920187 26689747 17852044</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>H1</td>\n",
       "      <td>H1.10</td>\n",
       "      <td>H1-10</td>\n",
       "      <td>8971</td>\n",
       "      <td>ENSG00000184897</td>\n",
       "      <td>ENST00000333762</td>\n",
       "      <td>ENSP00000329662</td>\n",
       "      <td>NM_006026</td>\n",
       "      <td>NP_006017</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSVELEEALPVTTAEGMAKKVTKAGGSAALSPSKKRKNSKKKNQ...</td>\n",
       "      <td>213</td>\n",
       "      <td>26689747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>H2A</td>\n",
       "      <td>TS H2A.1</td>\n",
       "      <td>H2AC1</td>\n",
       "      <td>221613</td>\n",
       "      <td>ENSG00000164508</td>\n",
       "      <td>ENST00000297012</td>\n",
       "      <td>ENSP00000297012</td>\n",
       "      <td>NM_170745</td>\n",
       "      <td>NP_734466</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKSKSRSSRAGLQFPVGRIHRLLRKGNYAERI...</td>\n",
       "      <td>131</td>\n",
       "      <td>2011515 7068607 24506885</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC4</td>\n",
       "      <td>8335</td>\n",
       "      <td>ENSG00000278463</td>\n",
       "      <td>ENST00000615868</td>\n",
       "      <td>ENSP00000483842</td>\n",
       "      <td>NM_003513</td>\n",
       "      <td>NP_003504</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC6</td>\n",
       "      <td>8334</td>\n",
       "      <td>ENSG00000180573</td>\n",
       "      <td>ENST00000377791</td>\n",
       "      <td>ENSP00000367022</td>\n",
       "      <td>NM_003512</td>\n",
       "      <td>NP_003503</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC7</td>\n",
       "      <td>3013</td>\n",
       "      <td>ENSG00000196866</td>\n",
       "      <td>ENST00000341023</td>\n",
       "      <td>ENSP00000341094</td>\n",
       "      <td>NM_021065</td>\n",
       "      <td>NP_066409</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC8</td>\n",
       "      <td>3012</td>\n",
       "      <td>ENSG00000277075</td>\n",
       "      <td>ENST00000303910</td>\n",
       "      <td>ENSP00000303373</td>\n",
       "      <td>NM_021052</td>\n",
       "      <td>NP_066390</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC11</td>\n",
       "      <td>8969</td>\n",
       "      <td>ENSG00000196787</td>\n",
       "      <td>ENST00000359193</td>\n",
       "      <td>ENSP00000352119</td>\n",
       "      <td>NM_021064</td>\n",
       "      <td>NP_066408</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC12</td>\n",
       "      <td>85235</td>\n",
       "      <td>ENSG00000274997</td>\n",
       "      <td>ENST00000377459</td>\n",
       "      <td>ENSP00000366679</td>\n",
       "      <td>NM_080596</td>\n",
       "      <td>NP_542163</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>128</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC13</td>\n",
       "      <td>8329</td>\n",
       "      <td>ENSG00000196747</td>\n",
       "      <td>ENST00000358739</td>\n",
       "      <td>ENSP00000351589</td>\n",
       "      <td>NM_003509</td>\n",
       "      <td>NP_003500</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC14</td>\n",
       "      <td>8331</td>\n",
       "      <td>ENSG00000276368</td>\n",
       "      <td>ENST00000333151</td>\n",
       "      <td>ENSP00000328484</td>\n",
       "      <td>NM_021066</td>\n",
       "      <td>NP_066544</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>128</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC15</td>\n",
       "      <td>8330</td>\n",
       "      <td>ENSG00000275221</td>\n",
       "      <td>ENST00000618958</td>\n",
       "      <td>ENSP00000482431</td>\n",
       "      <td>NM_003510</td>\n",
       "      <td>NP_003501</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC16</td>\n",
       "      <td>8332</td>\n",
       "      <td>ENSG00000276903</td>\n",
       "      <td>ENST00000613174</td>\n",
       "      <td>ENSP00000482538</td>\n",
       "      <td>NM_003511</td>\n",
       "      <td>NP_003502</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC17</td>\n",
       "      <td>8336</td>\n",
       "      <td>ENSG00000278677</td>\n",
       "      <td>ENST00000359611</td>\n",
       "      <td>ENSP00000352627</td>\n",
       "      <td>NM_003514</td>\n",
       "      <td>NP_003505</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC18</td>\n",
       "      <td>8337</td>\n",
       "      <td>ENSG00000203812</td>\n",
       "      <td>ENST00000369159</td>\n",
       "      <td>ENSP00000358155</td>\n",
       "      <td>NM_003516</td>\n",
       "      <td>NP_003507</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC19</td>\n",
       "      <td>723790</td>\n",
       "      <td>ENSG00000272196</td>\n",
       "      <td>ENST00000607355</td>\n",
       "      <td>ENSP00000475814</td>\n",
       "      <td>NM_001040874</td>\n",
       "      <td>NP_001035807</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC20</td>\n",
       "      <td>8338</td>\n",
       "      <td>ENSG00000184260</td>\n",
       "      <td>ENST00000331380</td>\n",
       "      <td>ENSP00000332194</td>\n",
       "      <td>NM_003517</td>\n",
       "      <td>NP_003508</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>129</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AC21</td>\n",
       "      <td>317772</td>\n",
       "      <td>ENSG00000184270</td>\n",
       "      <td>ENST00000331128</td>\n",
       "      <td>ENSP00000332790</td>\n",
       "      <td>NM_175065</td>\n",
       "      <td>NP_778235</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>12408966 25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>H2A</td>\n",
       "      <td>H2A.J(?)</td>\n",
       "      <td>H2AJ</td>\n",
       "      <td>55766</td>\n",
       "      <td>ENSG00000246705</td>\n",
       "      <td>ENST00000544848</td>\n",
       "      <td>ENSP00000438553</td>\n",
       "      <td>NM_177925</td>\n",
       "      <td>NP_808760</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKVRAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...</td>\n",
       "      <td>129</td>\n",
       "      <td>25731851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>H2A</td>\n",
       "      <td>canonical H2A</td>\n",
       "      <td>H2AW</td>\n",
       "      <td>92815</td>\n",
       "      <td>ENSG00000181218</td>\n",
       "      <td>ENST00000366695</td>\n",
       "      <td>ENSP00000355656</td>\n",
       "      <td>NM_033445</td>\n",
       "      <td>NP_254280</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYSERV...</td>\n",
       "      <td>130</td>\n",
       "      <td>?</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.Y.1</td>\n",
       "      <td>H3Y1</td>\n",
       "      <td>391769</td>\n",
       "      <td>ENSG00000269466</td>\n",
       "      <td>ENST00000598383</td>\n",
       "      <td>ENSP00000496014</td>\n",
       "      <td>NM_001355258</td>\n",
       "      <td>NP_001342187</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKATAWQAPRKPLATKAAGKRAPPTGGIKKPHRYKP...</td>\n",
       "      <td>136</td>\n",
       "      <td>20819935</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.Y.2</td>\n",
       "      <td>H3Y2</td>\n",
       "      <td>340096</td>\n",
       "      <td>ENSG00000268799</td>\n",
       "      <td>ENST00000600799</td>\n",
       "      <td>ENSP00000497053</td>\n",
       "      <td>NM_001371919</td>\n",
       "      <td>NP_001358848</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKATAWQAPRKPLATKAARKRASPTGGIKKPHRYKP...</td>\n",
       "      <td>147</td>\n",
       "      <td>20819935</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>H3</td>\n",
       "      <td>canonical H3(?)</td>\n",
       "      <td>H3-2</td>\n",
       "      <td>440686</td>\n",
       "      <td>ENSG00000273213</td>\n",
       "      <td>ENST00000609879</td>\n",
       "      <td>ENSP00000499501</td>\n",
       "      <td>NM_001355409</td>\n",
       "      <td>NP_001342338</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPATGGVKKPHRYRP...</td>\n",
       "      <td>136</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3A</td>\n",
       "      <td>3020</td>\n",
       "      <td>ENSG00000163041</td>\n",
       "      <td>ENST00000366814</td>\n",
       "      <td>ENSP00000355779</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...</td>\n",
       "      <td>123</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3A</td>\n",
       "      <td>3020</td>\n",
       "      <td>ENSG00000163041</td>\n",
       "      <td>ENST00000366815</td>\n",
       "      <td>ENSP00000355780</td>\n",
       "      <td>NM_002107</td>\n",
       "      <td>NP_002098</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...</td>\n",
       "      <td>136</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3A</td>\n",
       "      <td>3020</td>\n",
       "      <td>ENSG00000163041</td>\n",
       "      <td>ENST00000667897</td>\n",
       "      <td>ENSP00000499446</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...</td>\n",
       "      <td>120</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3B</td>\n",
       "      <td>3021</td>\n",
       "      <td>ENSG00000132475</td>\n",
       "      <td>ENST00000254810</td>\n",
       "      <td>ENSP00000254810</td>\n",
       "      <td>NM_005324</td>\n",
       "      <td>NP_005315</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...</td>\n",
       "      <td>136</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3B</td>\n",
       "      <td>3021</td>\n",
       "      <td>ENSG00000132475</td>\n",
       "      <td>ENST00000592643</td>\n",
       "      <td>ENSP00000467165</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...</td>\n",
       "      <td>113</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3B</td>\n",
       "      <td>3021</td>\n",
       "      <td>ENSG00000132475</td>\n",
       "      <td>ENST00000591890</td>\n",
       "      <td>ENSP00000466663</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...</td>\n",
       "      <td>92</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3B</td>\n",
       "      <td>3021</td>\n",
       "      <td>ENSG00000132475</td>\n",
       "      <td>ENST00000586270</td>\n",
       "      <td>ENSP00000465403</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...</td>\n",
       "      <td>132</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.3</td>\n",
       "      <td>H3-3B</td>\n",
       "      <td>3021</td>\n",
       "      <td>ENSG00000132475</td>\n",
       "      <td>ENST00000587171</td>\n",
       "      <td>ENSP00000468484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...</td>\n",
       "      <td>151</td>\n",
       "      <td>19412883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>H3</td>\n",
       "      <td>TS H3.4</td>\n",
       "      <td>H3-4</td>\n",
       "      <td>8290</td>\n",
       "      <td>ENSG00000168148</td>\n",
       "      <td>ENST00000366696</td>\n",
       "      <td>ENSP00000355657</td>\n",
       "      <td>NM_003493</td>\n",
       "      <td>NP_003484</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKVARKSAPATGGVKKPHRYRP...</td>\n",
       "      <td>136</td>\n",
       "      <td>8986613</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>H3</td>\n",
       "      <td>H3.5</td>\n",
       "      <td>H3-5</td>\n",
       "      <td>440093</td>\n",
       "      <td>ENSG00000188375</td>\n",
       "      <td>ENST00000340398</td>\n",
       "      <td>ENSP00000339835</td>\n",
       "      <td>NM_001013699</td>\n",
       "      <td>NP_001013721</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MARTKQTARKSTGGKAPRKQLATKAARKSTPSTCGVKPHRYRPG...</td>\n",
       "      <td>135</td>\n",
       "      <td>21274551</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "      <td>ENST00000335756</td>\n",
       "      <td>ENSP00000336868</td>\n",
       "      <td>NM_001809</td>\n",
       "      <td>NP_001800</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...</td>\n",
       "      <td>140</td>\n",
       "      <td>23324462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>H3</td>\n",
       "      <td>cenH3</td>\n",
       "      <td>CENPA</td>\n",
       "      <td>1058</td>\n",
       "      <td>ENSG00000115163</td>\n",
       "      <td>ENST00000233505</td>\n",
       "      <td>ENSP00000233505</td>\n",
       "      <td>NM_001042426</td>\n",
       "      <td>NP_001035891</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...</td>\n",
       "      <td>114</td>\n",
       "      <td>23324462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C1</td>\n",
       "      <td>8359</td>\n",
       "      <td>ENSG00000278637</td>\n",
       "      <td>ENST00000617569</td>\n",
       "      <td>ENSP00000479106</td>\n",
       "      <td>NM_003538</td>\n",
       "      <td>NP_003529</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C2</td>\n",
       "      <td>8366</td>\n",
       "      <td>ENSG00000278705</td>\n",
       "      <td>ENST00000377745</td>\n",
       "      <td>ENSP00000366974</td>\n",
       "      <td>NM_003544</td>\n",
       "      <td>NP_003535</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C3</td>\n",
       "      <td>8364</td>\n",
       "      <td>ENSG00000197061</td>\n",
       "      <td>ENST00000377803</td>\n",
       "      <td>ENSP00000367034</td>\n",
       "      <td>NM_003542</td>\n",
       "      <td>NP_003533</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C4</td>\n",
       "      <td>8360</td>\n",
       "      <td>ENSG00000277157</td>\n",
       "      <td>ENST00000614247</td>\n",
       "      <td>ENSP00000479461</td>\n",
       "      <td>NM_003539</td>\n",
       "      <td>NP_003530</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C5</td>\n",
       "      <td>8367</td>\n",
       "      <td>ENSG00000276966</td>\n",
       "      <td>ENST00000615164</td>\n",
       "      <td>ENSP00000484789</td>\n",
       "      <td>NM_003545</td>\n",
       "      <td>NP_003536</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C6</td>\n",
       "      <td>8361</td>\n",
       "      <td>ENSG00000274618</td>\n",
       "      <td>ENST00000244537</td>\n",
       "      <td>ENSP00000244537</td>\n",
       "      <td>NM_003540</td>\n",
       "      <td>NP_003531</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C7</td>\n",
       "      <td>8369</td>\n",
       "      <td>ENSG00000275663</td>\n",
       "      <td>ENST00000611444</td>\n",
       "      <td>ENSP00000477870</td>\n",
       "      <td>NM_003547</td>\n",
       "      <td>NP_003538</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSVRGKAGKGLGKGGAKCHRKVLSDNIQGITKCTIRRLARHGGV...</td>\n",
       "      <td>98</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C8</td>\n",
       "      <td>8365</td>\n",
       "      <td>ENSG00000158406</td>\n",
       "      <td>ENST00000377727</td>\n",
       "      <td>ENSP00000366956</td>\n",
       "      <td>NM_003543</td>\n",
       "      <td>NP_003534</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C9</td>\n",
       "      <td>8294</td>\n",
       "      <td>ENSG00000276180</td>\n",
       "      <td>ENST00000615353</td>\n",
       "      <td>ENSP00000481486</td>\n",
       "      <td>NM_003495</td>\n",
       "      <td>NP_003486</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C11</td>\n",
       "      <td>8363</td>\n",
       "      <td>ENSG00000197238</td>\n",
       "      <td>ENST00000355057</td>\n",
       "      <td>ENSP00000347168</td>\n",
       "      <td>NM_021968</td>\n",
       "      <td>NP_068803</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C12</td>\n",
       "      <td>8362</td>\n",
       "      <td>ENSG00000273542</td>\n",
       "      <td>ENST00000611927</td>\n",
       "      <td>ENSP00000479794</td>\n",
       "      <td>NM_003541</td>\n",
       "      <td>NP_003532</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C13</td>\n",
       "      <td>8368</td>\n",
       "      <td>ENSG00000275126</td>\n",
       "      <td>ENST00000618305</td>\n",
       "      <td>ENSP00000480960</td>\n",
       "      <td>NM_003546</td>\n",
       "      <td>NP_003537</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C14</td>\n",
       "      <td>8370</td>\n",
       "      <td>ENSG00000270882</td>\n",
       "      <td>ENST00000578186</td>\n",
       "      <td>ENSP00000462667</td>\n",
       "      <td>NM_003548</td>\n",
       "      <td>NP_003539</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4C15</td>\n",
       "      <td>554313</td>\n",
       "      <td>ENSG00000270276</td>\n",
       "      <td>ENST00000579512</td>\n",
       "      <td>ENSP00000462355</td>\n",
       "      <td>NM_001034077</td>\n",
       "      <td>NP_001029249</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>H4</td>\n",
       "      <td>canonical H4</td>\n",
       "      <td>H4-16</td>\n",
       "      <td>121504</td>\n",
       "      <td>ENSG00000197837</td>\n",
       "      <td>ENST00000539745</td>\n",
       "      <td>ENSP00000443017</td>\n",
       "      <td>NM_175054</td>\n",
       "      <td>NP_778224</td>\n",
       "      <td>protein_coding</td>\n",
       "      <td>b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...</td>\n",
       "      <td>103</td>\n",
       "      <td>12408966</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>120 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Histone type  Histone variant HGNC symbol  NCBI gene ID  Ensembl gene ID  \\\n",
       "0             H1             H1.0        H1-0          3005  ENSG00000189060   \n",
       "1             H1             H1.1        H1-1          3024  ENSG00000124610   \n",
       "2             H1             H1.2        H1-2          3006  ENSG00000187837   \n",
       "3             H1             H1.3        H1-3          3007  ENSG00000124575   \n",
       "4             H1             H1.4        H1-4          3008  ENSG00000168298   \n",
       "5             H1             H1.5        H1-5          3009  ENSG00000184357   \n",
       "6             H1          TS H1.6        H1-6          3010  ENSG00000187475   \n",
       "7             H1          TS H1.7        H1-7        341567  ENSG00000187166   \n",
       "8             H1          OO H1.8        H1-8        132243  ENSG00000178804   \n",
       "9             H1          OO H1.8        H1-8        132243  ENSG00000178804   \n",
       "10            H1       TS H1.9(?)       H1-9P        373861  ENSG00000188662   \n",
       "11            H1            H1.10       H1-10          8971  ENSG00000184897   \n",
       "12           H2A         TS H2A.1       H2AC1        221613  ENSG00000164508   \n",
       "13           H2A    canonical H2A       H2AC4          8335  ENSG00000278463   \n",
       "16           H2A    canonical H2A       H2AC6          8334  ENSG00000180573   \n",
       "17           H2A    canonical H2A       H2AC7          3013  ENSG00000196866   \n",
       "18           H2A    canonical H2A       H2AC8          3012  ENSG00000277075   \n",
       "19           H2A    canonical H2A      H2AC11          8969  ENSG00000196787   \n",
       "20           H2A    canonical H2A      H2AC12         85235  ENSG00000274997   \n",
       "21           H2A    canonical H2A      H2AC13          8329  ENSG00000196747   \n",
       "22           H2A    canonical H2A      H2AC14          8331  ENSG00000276368   \n",
       "23           H2A    canonical H2A      H2AC15          8330  ENSG00000275221   \n",
       "24           H2A    canonical H2A      H2AC16          8332  ENSG00000276903   \n",
       "25           H2A    canonical H2A      H2AC17          8336  ENSG00000278677   \n",
       "26           H2A    canonical H2A      H2AC18          8337  ENSG00000203812   \n",
       "27           H2A    canonical H2A      H2AC19        723790  ENSG00000272196   \n",
       "28           H2A    canonical H2A      H2AC20          8338  ENSG00000184260   \n",
       "29           H2A    canonical H2A      H2AC21        317772  ENSG00000184270   \n",
       "30           H2A         H2A.J(?)        H2AJ         55766  ENSG00000246705   \n",
       "33           H2A    canonical H2A        H2AW         92815  ENSG00000181218   \n",
       "..           ...              ...         ...           ...              ...   \n",
       "112           H3           H3.Y.1        H3Y1        391769  ENSG00000269466   \n",
       "113           H3           H3.Y.2        H3Y2        340096  ENSG00000268799   \n",
       "115           H3  canonical H3(?)        H3-2        440686  ENSG00000273213   \n",
       "118           H3             H3.3       H3-3A          3020  ENSG00000163041   \n",
       "119           H3             H3.3       H3-3A          3020  ENSG00000163041   \n",
       "121           H3             H3.3       H3-3A          3020  ENSG00000163041   \n",
       "125           H3             H3.3       H3-3B          3021  ENSG00000132475   \n",
       "126           H3             H3.3       H3-3B          3021  ENSG00000132475   \n",
       "127           H3             H3.3       H3-3B          3021  ENSG00000132475   \n",
       "131           H3             H3.3       H3-3B          3021  ENSG00000132475   \n",
       "132           H3             H3.3       H3-3B          3021  ENSG00000132475   \n",
       "133           H3          TS H3.4        H3-4          8290  ENSG00000168148   \n",
       "134           H3             H3.5        H3-5        440093  ENSG00000188375   \n",
       "135           H3            cenH3       CENPA          1058  ENSG00000115163   \n",
       "136           H3            cenH3       CENPA          1058  ENSG00000115163   \n",
       "138           H4     canonical H4        H4C1          8359  ENSG00000278637   \n",
       "139           H4     canonical H4        H4C2          8366  ENSG00000278705   \n",
       "140           H4     canonical H4        H4C3          8364  ENSG00000197061   \n",
       "141           H4     canonical H4        H4C4          8360  ENSG00000277157   \n",
       "142           H4     canonical H4        H4C5          8367  ENSG00000276966   \n",
       "143           H4     canonical H4        H4C6          8361  ENSG00000274618   \n",
       "144           H4     canonical H4        H4C7          8369  ENSG00000275663   \n",
       "147           H4     canonical H4        H4C8          8365  ENSG00000158406   \n",
       "149           H4     canonical H4        H4C9          8294  ENSG00000276180   \n",
       "150           H4     canonical H4       H4C11          8363  ENSG00000197238   \n",
       "151           H4     canonical H4       H4C12          8362  ENSG00000273542   \n",
       "152           H4     canonical H4       H4C13          8368  ENSG00000275126   \n",
       "153           H4     canonical H4       H4C14          8370  ENSG00000270882   \n",
       "159           H4     canonical H4       H4C15        554313  ENSG00000270276   \n",
       "161           H4     canonical H4       H4-16        121504  ENSG00000197837   \n",
       "\n",
       "    Transcript stable ID Protein stable ID RefSeq mRNA ID RefSeq peptide ID  \\\n",
       "0        ENST00000340857   ENSP00000344504      NM_005318         NP_005309   \n",
       "1        ENST00000244573   ENSP00000244573      NM_005325         NP_005316   \n",
       "2        ENST00000343677   ENSP00000339566      NM_005319         NP_005310   \n",
       "3        ENST00000244534   ENSP00000244534      NM_005320         NP_005311   \n",
       "4        ENST00000304218   ENSP00000307705      NM_005321         NP_005312   \n",
       "5        ENST00000331442   ENSP00000330074      NM_005322         NP_005313   \n",
       "6        ENST00000338379   ENSP00000341214      NM_005323         NP_005314   \n",
       "7        ENST00000335017   ENSP00000334805      NM_181788         NP_861453   \n",
       "8        ENST00000324382   ENSP00000319799      NM_153833         NP_722575   \n",
       "9        ENST00000503977   ENSP00000422964   NM_001308262      NP_001295191   \n",
       "10                   NaN               NaN            NaN               NaN   \n",
       "11       ENST00000333762   ENSP00000329662      NM_006026         NP_006017   \n",
       "12       ENST00000297012   ENSP00000297012      NM_170745         NP_734466   \n",
       "13       ENST00000615868   ENSP00000483842      NM_003513         NP_003504   \n",
       "16       ENST00000377791   ENSP00000367022      NM_003512         NP_003503   \n",
       "17       ENST00000341023   ENSP00000341094      NM_021065         NP_066409   \n",
       "18       ENST00000303910   ENSP00000303373      NM_021052         NP_066390   \n",
       "19       ENST00000359193   ENSP00000352119      NM_021064         NP_066408   \n",
       "20       ENST00000377459   ENSP00000366679      NM_080596         NP_542163   \n",
       "21       ENST00000358739   ENSP00000351589      NM_003509         NP_003500   \n",
       "22       ENST00000333151   ENSP00000328484      NM_021066         NP_066544   \n",
       "23       ENST00000618958   ENSP00000482431      NM_003510         NP_003501   \n",
       "24       ENST00000613174   ENSP00000482538      NM_003511         NP_003502   \n",
       "25       ENST00000359611   ENSP00000352627      NM_003514         NP_003505   \n",
       "26       ENST00000369159   ENSP00000358155      NM_003516         NP_003507   \n",
       "27       ENST00000607355   ENSP00000475814   NM_001040874      NP_001035807   \n",
       "28       ENST00000331380   ENSP00000332194      NM_003517         NP_003508   \n",
       "29       ENST00000331128   ENSP00000332790      NM_175065         NP_778235   \n",
       "30       ENST00000544848   ENSP00000438553      NM_177925         NP_808760   \n",
       "33       ENST00000366695   ENSP00000355656      NM_033445         NP_254280   \n",
       "..                   ...               ...            ...               ...   \n",
       "112      ENST00000598383   ENSP00000496014   NM_001355258      NP_001342187   \n",
       "113      ENST00000600799   ENSP00000497053   NM_001371919      NP_001358848   \n",
       "115      ENST00000609879   ENSP00000499501   NM_001355409      NP_001342338   \n",
       "118      ENST00000366814   ENSP00000355779            NaN               NaN   \n",
       "119      ENST00000366815   ENSP00000355780      NM_002107         NP_002098   \n",
       "121      ENST00000667897   ENSP00000499446            NaN               NaN   \n",
       "125      ENST00000254810   ENSP00000254810      NM_005324         NP_005315   \n",
       "126      ENST00000592643   ENSP00000467165            NaN               NaN   \n",
       "127      ENST00000591890   ENSP00000466663            NaN               NaN   \n",
       "131      ENST00000586270   ENSP00000465403            NaN               NaN   \n",
       "132      ENST00000587171   ENSP00000468484            NaN               NaN   \n",
       "133      ENST00000366696   ENSP00000355657      NM_003493         NP_003484   \n",
       "134      ENST00000340398   ENSP00000339835   NM_001013699      NP_001013721   \n",
       "135      ENST00000335756   ENSP00000336868      NM_001809         NP_001800   \n",
       "136      ENST00000233505   ENSP00000233505   NM_001042426      NP_001035891   \n",
       "138      ENST00000617569   ENSP00000479106      NM_003538         NP_003529   \n",
       "139      ENST00000377745   ENSP00000366974      NM_003544         NP_003535   \n",
       "140      ENST00000377803   ENSP00000367034      NM_003542         NP_003533   \n",
       "141      ENST00000614247   ENSP00000479461      NM_003539         NP_003530   \n",
       "142      ENST00000615164   ENSP00000484789      NM_003545         NP_003536   \n",
       "143      ENST00000244537   ENSP00000244537      NM_003540         NP_003531   \n",
       "144      ENST00000611444   ENSP00000477870      NM_003547         NP_003538   \n",
       "147      ENST00000377727   ENSP00000366956      NM_003543         NP_003534   \n",
       "149      ENST00000615353   ENSP00000481486      NM_003495         NP_003486   \n",
       "150      ENST00000355057   ENSP00000347168      NM_021968         NP_068803   \n",
       "151      ENST00000611927   ENSP00000479794      NM_003541         NP_003532   \n",
       "152      ENST00000618305   ENSP00000480960      NM_003546         NP_003537   \n",
       "153      ENST00000578186   ENSP00000462667      NM_003548         NP_003539   \n",
       "159      ENST00000579512   ENSP00000462355   NM_001034077      NP_001029249   \n",
       "161      ENST00000539745   ENSP00000443017      NM_175054         NP_778224   \n",
       "\n",
       "    Transcript type                                   Protein sequence  \\\n",
       "0    protein_coding  b'MTENSTSAPAAKPKRAKASKKSTDHPKYSDMIVAAIQAEKNRAG...   \n",
       "1    protein_coding  b'MSETVPPAPAASAAPEKPLAGKKAKKPAKAAAASKKKPAGPSVS...   \n",
       "2    protein_coding  b'MSETAPAAPAAAPPAEKAPVKKKAAKKAGGTPRKASGPPVSELI...   \n",
       "3    protein_coding  b'MSETAPLAPTIPAPAEKTPVKKKAKKAGATAGKRKASGPPVSEL...   \n",
       "4    protein_coding  b'MSETAPAAPAAPAPAEKTPVKKKARKSAGAAKRKASGPPVSELI...   \n",
       "5    protein_coding  b'MSETAPAETATPAPVEKSPAKKKATKKAAGAGAAKRKATGPPVS...   \n",
       "6    protein_coding  b'MSETVPAASASAGVAAMEKLPTKKRGRKPAGLISASRKVPNLSV...   \n",
       "7    protein_coding  b'MEQALTGEAQSRWPRRGGSGAMAEAPGPSGESRGHSATQLPAEK...   \n",
       "8    protein_coding  b'MAPGSVTSDISPSSTSTAGSSRSPESEKPGPSHGGVPPGGPSHS...   \n",
       "9    protein_coding  b'MAPATAPRRAGEAKGKGPKKPSEAKEDPPNVGKVKKAAKRPAKV...   \n",
       "10              NaN                b'{\"error\":\"ID \\'nan\\' not found\"}'   \n",
       "11   protein_coding  b'MSVELEEALPVTTAEGMAKKVTKAGGSAALSPSKKRKNSKKKNQ...   \n",
       "12   protein_coding  b'MSGRGKQGGKARAKSKSRSSRAGLQFPVGRIHRLLRKGNYAERI...   \n",
       "13   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...   \n",
       "16   protein_coding  b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "17   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...   \n",
       "18   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYSERV...   \n",
       "19   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "20   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "21   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "22   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "23   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "24   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "25   protein_coding  b'MSGRGKQGGKARAKAKTRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "26   protein_coding  b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "27   protein_coding  b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "28   protein_coding  b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "29   protein_coding  b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "30   protein_coding  b'MSGRGKQGGKVRAKAKSRSSRAGLQFPVGRVHRLLRKGNYAERV...   \n",
       "33   protein_coding  b'MSGRGKQGGKARAKAKSRSSRAGLQFPVGRVHRLLRKGNYSERV...   \n",
       "..              ...                                                ...   \n",
       "112  protein_coding  b'MARTKQTARKATAWQAPRKPLATKAAGKRAPPTGGIKKPHRYKP...   \n",
       "113  protein_coding  b'MARTKQTARKATAWQAPRKPLATKAARKRASPTGGIKKPHRYKP...   \n",
       "115  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPATGGVKKPHRYRP...   \n",
       "118  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...   \n",
       "119  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...   \n",
       "121  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...   \n",
       "125  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...   \n",
       "126  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...   \n",
       "127  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...   \n",
       "131  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...   \n",
       "132  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSAPSTGGVKKPHRYRP...   \n",
       "133  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKVARKSAPATGGVKKPHRYRP...   \n",
       "134  protein_coding  b'MARTKQTARKSTGGKAPRKQLATKAARKSTPSTCGVKPHRYRPG...   \n",
       "135  protein_coding  b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...   \n",
       "136  protein_coding  b'MGPRRRSRKPEAPRRRSPSPTPTPGPSRRGPSLGASSHQHSRRR...   \n",
       "138  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "139  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "140  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "141  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "142  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "143  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "144  protein_coding  b'MSVRGKAGKGLGKGGAKCHRKVLSDNIQGITKCTIRRLARHGGV...   \n",
       "147  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "149  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "150  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "151  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "152  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "153  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "159  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "161  protein_coding  b'MSGRGKGGKGLGKGGAKRHRKVLRDNIQGITKPAIRRLARRGGV...   \n",
       "\n",
       "     Protein length                  References  \n",
       "0               194                    26689747  \n",
       "1               215                    26689747  \n",
       "2               213                    26689747  \n",
       "3               221                    26689747  \n",
       "4               219                    26689747  \n",
       "5               226                    26689747  \n",
       "6               207                    26689747  \n",
       "7               255                    26689747  \n",
       "8               346                    26689747  \n",
       "9               207                    26689747  \n",
       "10               30  12920187 26689747 17852044  \n",
       "11              213                    26689747  \n",
       "12              131    2011515 7068607 24506885  \n",
       "13              130           12408966 25731851  \n",
       "16              130           12408966 25731851  \n",
       "17              130           12408966 25731851  \n",
       "18              130           12408966 25731851  \n",
       "19              130           12408966 25731851  \n",
       "20              128           12408966 25731851  \n",
       "21              130           12408966 25731851  \n",
       "22              128           12408966 25731851  \n",
       "23              130           12408966 25731851  \n",
       "24              130           12408966 25731851  \n",
       "25              130           12408966 25731851  \n",
       "26              130           12408966 25731851  \n",
       "27              130           12408966 25731851  \n",
       "28              129           12408966 25731851  \n",
       "29              130           12408966 25731851  \n",
       "30              129                    25731851  \n",
       "33              130                           ?  \n",
       "..              ...                         ...  \n",
       "112             136                    20819935  \n",
       "113             147                    20819935  \n",
       "115             136                    12408966  \n",
       "118             123                    19412883  \n",
       "119             136                    19412883  \n",
       "121             120                    19412883  \n",
       "125             136                    19412883  \n",
       "126             113                    19412883  \n",
       "127              92                    19412883  \n",
       "131             132                    19412883  \n",
       "132             151                    19412883  \n",
       "133             136                     8986613  \n",
       "134             135                    21274551  \n",
       "135             140                    23324462  \n",
       "136             114                    23324462  \n",
       "138             103                    12408966  \n",
       "139             103                    12408966  \n",
       "140             103                    12408966  \n",
       "141             103                    12408966  \n",
       "142             103                    12408966  \n",
       "143             103                    12408966  \n",
       "144              98                    12408966  \n",
       "147             103                    12408966  \n",
       "149             103                    12408966  \n",
       "150             103                    12408966  \n",
       "151             103                    12408966  \n",
       "152             103                    12408966  \n",
       "153             103                    12408966  \n",
       "159             103                    12408966  \n",
       "161             103                    12408966  \n",
       "\n",
       "[120 rows x 13 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "hp.drop(columns=['Protein sequence','Transcript type','Protein stable ID']).to_csv('human_histone_proteins_autogenerated.csv',index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "!cp human_histone_proteins_autogenerated.csv docs/human_histones.csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Already up to date.\r\n"
     ]
    }
   ],
   "source": [
    "!git pull"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "On branch master\n",
      "Your branch is up to date with 'origin/master'.\n",
      "\n",
      "nothing to commit, working tree clean\n",
      "Everything up-to-date\n"
     ]
    }
   ],
   "source": [
    "!gacp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset.list_attributes().to_csv('atr.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "Python [conda env:genomics]",
   "language": "python",
   "name": "conda-env-genomics-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.6"
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