diff --git a/analyses/cell-type-wilms-tumor-06/notebook/00-reference/00b_characterization_fetal_kidney_reference_Stewart.html b/analyses/cell-type-wilms-tumor-06/notebook/00-reference/00b_characterization_fetal_kidney_reference_Stewart.html
index 133065876..15a769467 100644
--- a/analyses/cell-type-wilms-tumor-06/notebook/00-reference/00b_characterization_fetal_kidney_reference_Stewart.html
+++ b/analyses/cell-type-wilms-tumor-06/notebook/00-reference/00b_characterization_fetal_kidney_reference_Stewart.html
@@ -5510,8 +5510,9 @@
Base directories
Output file
@@ -5660,7 +5661,7 @@ Session info
## tzcode source: internal
##
## attached base packages:
-## [1] stats graphics grDevices utils datasets methods base
+## [1] stats graphics grDevices datasets utils methods base
##
## other attached packages:
## [1] patchwork_1.2.0 lubridate_1.9.3 forcats_1.0.0 stringr_1.5.1
@@ -5669,51 +5670,51 @@ Session info
## [13] Seurat_5.1.0 SeuratObject_5.0.2 sp_2.1-4
##
## loaded via a namespace (and not attached):
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-## [7] rmarkdown_2.28 DElegate_1.2.1 fs_1.6.4
-## [10] vctrs_0.6.5 ROCR_1.0-11 spatstat.explore_3.3-2
-## [13] htmltools_0.5.8.1 gridGraphics_0.5-1 sass_0.4.9
-## [16] sctransform_0.4.1 parallelly_1.38.0 KernSmooth_2.23-24
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-## [31] R6_2.5.1 fastmap_1.2.0 MatrixGenerics_1.16.0
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-## [37] digest_0.6.37 colorspace_2.1-1 rprojroot_2.0.4
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-## [88] later_1.3.2 splines_4.4.0 lattice_0.22-6
-## [91] bit_4.0.5 survival_3.7-0 deldir_2.0-4
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+## [7] DElegate_1.2.1 fs_1.6.4 vctrs_0.6.5
+## [10] ROCR_1.0-11 spatstat.explore_3.3-2 htmltools_0.5.8.1
+## [13] gridGraphics_0.5-1 sass_0.4.9 sctransform_0.4.1
+## [16] parallelly_1.38.0 KernSmooth_2.23-24 bslib_0.8.0
+## [19] htmlwidgets_1.6.4 ica_1.0-3 plyr_1.8.9
+## [22] plotly_4.10.4 zoo_1.8-12 cachem_1.1.0
+## [25] igraph_2.0.3 mime_0.12 lifecycle_1.0.4
+## [28] pkgconfig_2.0.3 Matrix_1.7-0 R6_2.5.1
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+## [46] fansi_1.0.6 spatstat.sparse_3.1-0 httr_1.4.7
+## [49] polyclip_1.10-7 abind_1.4-5 compiler_4.4.0
+## [52] bit64_4.0.5 withr_3.0.1 viridis_0.6.5
+## [55] fastDummies_1.7.4 highr_0.11 MASS_7.3-61
+## [58] tools_4.4.0 lmtest_0.9-40 httpuv_1.6.15
+## [61] future.apply_1.11.2 goftest_1.2-3 glue_1.7.0
+## [64] nlme_3.1-166 promises_1.3.0 grid_4.4.0
+## [67] Rtsne_0.17 cluster_2.1.6 reshape2_1.4.4
+## [70] generics_0.1.3 gtable_0.3.5 spatstat.data_3.1-2
+## [73] tzdb_0.4.0 data.table_1.16.0 hms_1.1.3
+## [76] utf8_1.2.4 spatstat.geom_3.3-2 RcppAnnoy_0.0.22
+## [79] ggrepel_0.9.5 RANN_2.6.2 pillar_1.9.0
+## [82] vroom_1.6.5 limma_3.60.4 yulab.utils_0.1.7
+## [85] spam_2.10-0 RcppHNSW_0.6.0 later_1.3.2
+## [88] splines_4.4.0 lattice_0.22-6 bit_4.0.5
+## [91] renv_1.0.7 survival_3.7-0 deldir_2.0-4
## [94] tidyselect_1.2.1 locfit_1.5-9.10 miniUI_0.1.1.1
## [97] pbapply_1.7-2 knitr_1.48 gridExtra_2.3
## [100] edgeR_4.2.1 scattermore_1.2 xfun_0.47
## [103] statmod_1.5.0 matrixStats_1.3.0 DT_0.33
## [106] stringi_1.8.4 lazyeval_0.2.2 yaml_2.3.10
-## [109] evaluate_0.24.0 codetools_0.2-20 ggplotify_0.1.2
-## [112] cli_3.6.3 uwot_0.2.2 xtable_1.8-4
-## [115] reticulate_1.38.0 munsell_0.5.1 jquerylib_0.1.4
-## [118] Rcpp_1.0.13 globals_0.16.3 spatstat.random_3.3-1
-## [121] png_0.1-8 spatstat.univar_3.0-0 parallel_4.4.0
-## [124] assertthat_0.2.1 dotCall64_1.1-1 sparseMatrixStats_1.16.0
-## [127] listenv_0.9.1 viridisLite_0.4.2 scales_1.3.0
-## [130] ggridges_0.5.6 crayon_1.5.3 leiden_0.4.3.1
-## [133] rlang_1.1.4 cowplot_1.1.3
+## [109] evaluate_0.24.0 codetools_0.2-20 BiocManager_1.30.25
+## [112] ggplotify_0.1.2 cli_3.6.3 uwot_0.2.2
+## [115] xtable_1.8-4 reticulate_1.38.0 munsell_0.5.1
+## [118] jquerylib_0.1.4 Rcpp_1.0.13 globals_0.16.3
+## [121] spatstat.random_3.3-1 png_0.1-8 spatstat.univar_3.0-0
+## [124] parallel_4.4.0 assertthat_0.2.1 dotCall64_1.1-1
+## [127] sparseMatrixStats_1.16.0 listenv_0.9.1 viridisLite_0.4.2
+## [130] scales_1.3.0 ggridges_0.5.6 crayon_1.5.3
+## [133] leiden_0.4.3.1 rlang_1.1.4 cowplot_1.1.3
diff --git a/analyses/cell-type-wilms-tumor-06/notebook/07_combined_annotation_across_samples_exploration.html b/analyses/cell-type-wilms-tumor-06/notebook/07_combined_annotation_across_samples_exploration.html
index d6be8e8aa..80fec741e 100644
--- a/analyses/cell-type-wilms-tumor-06/notebook/07_combined_annotation_across_samples_exploration.html
+++ b/analyses/cell-type-wilms-tumor-06/notebook/07_combined_annotation_across_samples_exploration.html
@@ -3534,7 +3534,7 @@ Session Info
## tzcode source: internal
##
## attached base packages:
-## [1] stats graphics grDevices utils datasets methods base
+## [1] stats graphics grDevices datasets utils methods base
##
## other attached packages:
## [1] DT_0.33 patchwork_1.2.0 lubridate_1.9.3 forcats_1.0.0
@@ -3543,46 +3543,46 @@ Session Info
## [13] Seurat_5.1.0 SeuratObject_5.0.2 sp_2.1-4
##
## loaded via a namespace (and not attached):
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-## [4] magrittr_2.0.3 spatstat.utils_3.1-0 farver_2.1.2
-## [7] rmarkdown_2.28 vctrs_0.6.5 ROCR_1.0-11
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-## [16] bslib_0.8.0 htmlwidgets_1.6.4 ica_1.0-3
-## [19] plyr_1.8.9 plotly_4.10.4 zoo_1.8-12
-## [22] cachem_1.1.0 igraph_2.0.3 mime_0.12
-## [25] lifecycle_1.0.4 pkgconfig_2.0.3 Matrix_1.7-0
-## [28] R6_2.5.1 fastmap_1.2.0 fitdistrplus_1.2-1
-## [31] future_1.34.0 shiny_1.9.1 digest_0.6.37
-## [34] colorspace_2.1-1 rprojroot_2.0.4 tensor_1.5
-## [37] RSpectra_0.16-2 irlba_2.3.5.1 labeling_0.4.3
-## [40] progressr_0.14.0 fansi_1.0.6 spatstat.sparse_3.1-0
-## [43] timechange_0.3.0 httr_1.4.7 polyclip_1.10-7
-## [46] abind_1.4-5 compiler_4.4.0 bit64_4.0.5
-## [49] withr_3.0.1 fastDummies_1.7.4 highr_0.11
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-## [58] glue_1.7.0 nlme_3.1-166 promises_1.3.0
-## [61] grid_4.4.0 Rtsne_0.17 cluster_2.1.6
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-## [76] pillar_1.9.0 vroom_1.6.5 spam_2.10-0
-## [79] RcppHNSW_0.6.0 later_1.3.2 splines_4.4.0
-## [82] lattice_0.22-6 bit_4.0.5 survival_3.7-0
+## [1] RColorBrewer_1.1-3 jsonlite_1.8.8 magrittr_2.0.3
+## [4] spatstat.utils_3.1-0 farver_2.1.2 rmarkdown_2.28
+## [7] vctrs_0.6.5 ROCR_1.0-11 spatstat.explore_3.3-2
+## [10] htmltools_0.5.8.1 sass_0.4.9 sctransform_0.4.1
+## [13] parallelly_1.38.0 KernSmooth_2.23-24 bslib_0.8.0
+## [16] htmlwidgets_1.6.4 ica_1.0-3 plyr_1.8.9
+## [19] plotly_4.10.4 zoo_1.8-12 cachem_1.1.0
+## [22] igraph_2.0.3 mime_0.12 lifecycle_1.0.4
+## [25] pkgconfig_2.0.3 Matrix_1.7-0 R6_2.5.1
+## [28] fastmap_1.2.0 fitdistrplus_1.2-1 future_1.34.0
+## [31] shiny_1.9.1 digest_0.6.37 colorspace_2.1-1
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+## [58] nlme_3.1-166 promises_1.3.0 grid_4.4.0
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+## [76] vroom_1.6.5 spam_2.10-0 RcppHNSW_0.6.0
+## [79] later_1.3.2 splines_4.4.0 lattice_0.22-6
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## [85] deldir_2.0-4 tidyselect_1.2.1 miniUI_0.1.1.1
## [88] pbapply_1.7-2 knitr_1.48 gridExtra_2.3
## [91] scattermore_1.2 xfun_0.47 matrixStats_1.3.0
## [94] stringi_1.8.4 lazyeval_0.2.2 yaml_2.3.10
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-## [115] ggridges_0.5.6 crayon_1.5.3 leiden_0.4.3.1
-## [118] rlang_1.1.4 cowplot_1.1.3
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