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39 changes: 26 additions & 13 deletions README.md
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# Bacterial Comparative Genomics Workshop
Microbial Comparative Genomics Workshop
=======================================

#### A 3 day microbial bioinformatics workshop conducted by [Dr. Evan Snitkin](http://thesnitkinlab.com/index.php) at [University of Michigan](https://www.umich.edu/). This module covers the basics of microbial genomic analysis using publicly available tools that are commonly referenced in genomics literature. Students will learn the steps and associated tools that are required to process, annotate and compare microbial genomes.

#### Date: 15 - 17 March
***A 3 day microbial bioinformatics workshop conducted by [Dr. Evan Snitkin](http://thesnitkinlab.com/index.php) at [University of Michigan](https://www.umich.edu/). This module covers the basics of microbial genomic analysis using publicly available tools that are commonly referenced in genomics literature. Students will learn the steps and associated tools that are required to process, annotate and compare microbial genomes.***

***Date: Feb 28 - 2 March 2018***
***
<!---
Link to Software Carpentry Etherpad:
http://pad.software-carpentry.org/micro612_bacterial_genomics_workshop
-->

Prerequisites
-------------

- Prior participation in a [Software Carpentry Workshop](https://umswc.github.io/2018-02-26-UMich/)
***
#### Prerequisites:
- Prior participation in a [Software Carpentry Workshop](https://umswc.github.io/2017-01-17-UMich/)
- [Micro612 pre-course hw](https://github.com/alipirani88/Comparative_Genomics/blob/master/Micro612_pre-course_hw/Micro612_w17_pre-course_hw.pdf): A pre-course homework will help setting up Micro612 flux directories and bash profile, familiarize with basic unix/shell scripting and R commands.
<!---
- [Micro612 pre-course hw](https://github.com/alipirani88/Comparative_Genomics/blob/master/Micro612_pre-course_hw/Micro612_w18_pre-course_hw.pdf): A pre-course homework will help setting up Micro612 flux directories and bash profile.
-->

Link
----

GOTO: http://comparative-genomics.readthedocs.io/en/latest/index.html#
***

#### Workshop:
Workshop
--------

[Day 1 Morning](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md)
***
- [Installing and setting up Cyberduck for file transfer](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md#installing-and-setting-up-cyberduck-for-file-transfer)
- [Getting your data onto Flux and setting up Environment variable](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md#getting-your-data-onto-glux-and-setting-up-environment-variable)
- [Unix is your friend](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md#unix-is-your-friend)
- [Quality Control using FastQC](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md#quality-control-using-fastqc)
Expand All @@ -28,6 +41,7 @@ http://pad.software-carpentry.org/micro612_bacterial_genomics_workshop
- [Read Mapping](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_afternoon/README.md#read-mapping)
- [Variant Calling](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_afternoon/README.md#variant-calling-and-filteration)
- [Visualize BAM/VCF files in Artemis](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_afternoon/README.md#visualize-bam-and-vcf-files-in-artemis)
- [VRE variant calling analysis](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_afternoon/README.md#vre-variant-calling-analysis)

[Day 2 Morning](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_morning/README.md#day-2-morning)
***
Expand All @@ -40,9 +54,8 @@ http://pad.software-carpentry.org/micro612_bacterial_genomics_workshop
[Day 2 Afternoon](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#day-2-afternoon)
***
- [Determine which genomes contain beta-lactamase genes](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#determine-which-genomes-contain-beta-lactamase-genes)
- [Identification of antibiotic resistance genes with LS-BSR and the ARDB database](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#identification-of-antibiotic-resistance-genes-with-ls-bsr-and-the-ardb-database)
- [Perform pan-genome analysis with LS-BSR](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#perform-pan-genome-analysis-with-ls-bsr)
- [Perform genome comparisons with ACT](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#perform-genome-comparisons-with-act)
- [Identification of antibiotic resistance genes with ARIBA directly from paired-end reads](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#identification-of-antibiotic-resistance-genes-with-ariba-directly-from-paired-end-reads)
- [Perform pan-genome analysis with Roary](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#perform-pan-genome-analysis-with-roary)

[Day 3 Morning](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_morning/README.md#day-3-morning)
***
Expand All @@ -60,7 +73,7 @@ http://pad.software-carpentry.org/micro612_bacterial_genomics_workshop
- [Phylogenetic tree annotation and visualization](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_afternoon/README.md#phylogenetic-tree-annotation-and-visualization)
- [Assessment of genomic deletions](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_afternoon/README.md#assessment-of-genomic-deletions)

- [Helpful resources for microbial genomics](https://github.com/alipirani88/Comparative_Genomics/blob/master/online_resources/README.md#helpful-resources-for-microbial-genomics)
***


[Helpful resources for microbial genomics](https://github.com/alipirani88/Comparative_Genomics/blob/master/online_resources/README.md#helpful-resources-for-microbial-genomics)
***
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# Bacterial Comparative Genomics Workshop

#### A 3 day microbial bioinformatics workshop conducted by [Dr. Evan Snitkin](http://thesnitkinlab.com/index.php) at [University of Michigan](https://www.umich.edu/). This module covers the basics of microbial genomic analysis using publicly available tools that are commonly referenced in genomics literature. Students will learn the steps and associated tools that are required to process, annotate and compare microbial genomes.

#### Date: Feb 28 - 2 March 2018

<!---
Link to Software Carpentry Etherpad:
http://pad.software-carpentry.org/micro612_bacterial_genomics_workshop
-->

***
#### Prerequisites:
- Prior participation in a [Software Carpentry Workshop](https://umswc.github.io/2018-02-26-UMich/)

<!---
- [Micro612 pre-course hw](https://github.com/alipirani88/Comparative_Genomics/blob/master/Micro612_pre-course_hw/Micro612_w18_pre-course_hw.pdf): A pre-course homework will help setting up Micro612 flux directories and bash profile.
-->
***

#### Workshop:

[Day 1 Morning](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md)
***
- [Getting your data onto Flux and setting up Environment variable](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md#getting-your-data-onto-glux-and-setting-up-environment-variable)
- [Unix is your friend](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md#unix-is-your-friend)
- [Quality Control using FastQC](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md#quality-control-using-fastqc)
- [Quality Trimming using Trimmomatic](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_morning/README.md#quality-trimming-using-trimmomatic)

[Day 1 Afternoon](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_afternoon/README.md#day-1-afternoon)
***
- [Read Mapping](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_afternoon/README.md#read-mapping)
- [Variant Calling](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_afternoon/README.md#variant-calling-and-filteration)
- [Visualize BAM/VCF files in Artemis](https://github.com/alipirani88/Comparative_Genomics/blob/master/day1_afternoon/README.md#visualize-bam-and-vcf-files-in-artemis)

[Day 2 Morning](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_morning/README.md#day-2-morning)
***
- [Genome Assembly](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_morning/README.md#genome-assembly)
- [Assembly evaluation](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_morning/README.md#assembly-evaluation-using-quast)
- [Compare assembly to reference genome and Post-assembly genome improvement](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_morning/README.md#compare-assembly-to-reference-genome-and-post-assembly-genome-improvement)
- [Map reads to the final ordered assembly](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_morning/README.md#map-reads-to-the-final-ordered-assembly)
- [Genome Annotation](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_morning/README.md#genome-annotation)

[Day 2 Afternoon](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#day-2-afternoon)
***
- [Determine which genomes contain beta-lactamase genes](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#determine-which-genomes-contain-beta-lactamase-genes)
- [Identification of antibiotic resistance genes with LS-BSR and the ARDB database](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#identification-of-antibiotic-resistance-genes-with-ls-bsr-and-the-ardb-database)
- [Perform pan-genome analysis with LS-BSR](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#perform-pan-genome-analysis-with-ls-bsr)
- [Perform genome comparisons with ACT](https://github.com/alipirani88/Comparative_Genomics/blob/master/day2_afternoon/README.md#perform-genome-comparisons-with-act)

[Day 3 Morning](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_morning/README.md#day-3-morning)
***
- [Perform whole genome alignment with Mauve](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_morning/README.md#perform-whole-genome-alignment-with-Mauve)
- [Perform DNA sequence comparisons and phylogenetic analysis in ape](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_morning/README.md#perform-some-dna-sequence-comparisons-and-phylogenetic-analysis-in-ape)
- [Perform SNP density analysis to discern evidence of recombination](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_morning/README.md#perform-snp-density-analysis-to-discern-evidence-of-recombination)
- [Perform recombination filtering with gubbins](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_morning/README.md#perform-recombination-filtering-with-gubbins)
- [Create annotated publication quality trees with iTOL](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_morning/README.md#create-annotated-publication-quality-trees-with-itol)

[Day 3 Afternoon](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_afternoon/README.md#day-3-afternoon)
***
- [Perform QC on fastq files](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_afternoon/README.md#perform-qc-on-fastq-files)
- [Examine results of SPANDx pipeline](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_afternoon/README.md#examine-results-of-spandx-pipeline)
- [Recombination detection and tree generation](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_afternoon/README.md#recombination-detection-and-tree-generation)
- [Phylogenetic tree annotation and visualization](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_afternoon/README.md#phylogenetic-tree-annotation-and-visualization)
- [Assessment of genomic deletions](https://github.com/alipirani88/Comparative_Genomics/blob/master/day3_afternoon/README.md#assessment-of-genomic-deletions)



[Helpful resources for microbial genomics](https://github.com/alipirani88/Comparative_Genomics/blob/master/online_resources/README.md#helpful-resources-for-microbial-genomics)
***
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