Chapter 7 Next week / Next steps

  • Download one candidate series and its supplementary counts
  • Document everything (session info, package versions)
sessionInfo()
## R version 4.5.2 (2025-10-31)
## Platform: x86_64-pc-linux-gnu
## Running under: Ubuntu 24.04.3 LTS
## 
## Matrix products: default
## BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3 
## LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so;  LAPACK version 3.12.0
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               LC_TIME=en_US.UTF-8       
##  [4] LC_COLLATE=en_US.UTF-8     LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  LC_ADDRESS=C              
## [10] LC_TELEPHONE=C             LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## time zone: Etc/UTC
## tzcode source: system (glibc)
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] ggrepel_0.9.6       edgeR_4.6.3         limma_3.64.3        reshape2_1.4.5     
##  [5] biomaRt_2.64.0      GEOquery_2.76.0     Biobase_2.68.0      BiocGenerics_0.54.1
##  [9] generics_0.1.4      knitr_1.51          rmarkdown_2.30      readr_2.1.6        
## [13] dplyr_1.1.4         ggplot2_4.0.1       DBI_1.2.3           GEOmetadb_1.70.0   
## [17] RSQLite_2.4.5       R.utils_2.13.0      R.oo_1.27.1         R.methodsS3_1.8.2  
## 
## loaded via a namespace (and not attached):
##   [1] httr2_1.2.2                 rlang_1.1.6                 magrittr_2.0.4             
##   [4] clue_0.3-66                 GetoptLong_1.1.0            otel_0.2.0                 
##   [7] matrixStats_1.5.0           compiler_4.5.2              png_0.1-8                  
##  [10] vctrs_0.6.5                 stringr_1.6.0               pkgconfig_2.0.3            
##  [13] shape_1.4.6.1               crayon_1.5.3                fastmap_1.2.0              
##  [16] dbplyr_2.5.1                XVector_0.48.0              labeling_0.4.3             
##  [19] tzdb_0.5.0                  preprocessCore_1.70.0       UCSC.utils_1.4.0           
##  [22] purrr_1.2.0                 bit_4.6.0                   xfun_0.55                  
##  [25] cachem_1.1.0                GenomeInfoDb_1.44.3         jsonlite_2.0.0             
##  [28] progress_1.2.3              blob_1.2.4                  DelayedArray_0.34.1        
##  [31] prettyunits_1.2.0           parallel_4.5.2              cluster_2.1.8.1            
##  [34] R6_2.6.1                    bslib_0.9.0                 stringi_1.8.7              
##  [37] RColorBrewer_1.1-3          pkgload_1.4.1               jquerylib_0.1.4            
##  [40] GenomicRanges_1.60.0        bookdown_0.46               Rcpp_1.1.0                 
##  [43] SummarizedExperiment_1.38.1 iterators_1.0.14            IRanges_2.42.0             
##  [46] rentrez_1.2.4               Matrix_1.7-4                tidyselect_1.2.1           
##  [49] yaml_2.3.11                 rstudioapi_0.17.1           abind_1.4-8                
##  [52] doParallel_1.0.17           codetools_0.2-20            curl_7.0.0                 
##  [55] plyr_1.8.9                  lattice_0.22-7              tibble_3.3.0               
##  [58] withr_3.0.2                 KEGGREST_1.48.1             S7_0.2.1                   
##  [61] evaluate_1.0.5              BiocFileCache_2.16.2        xml2_1.5.1                 
##  [64] circlize_0.4.17             Biostrings_2.76.0           pillar_1.11.1              
##  [67] BiocManager_1.30.27         filelock_1.0.3              rsconnect_1.7.0            
##  [70] MatrixGenerics_1.20.0       foreach_1.5.2               stats4_4.5.2               
##  [73] S4Vectors_0.46.0            hms_1.1.4                   scales_1.4.0               
##  [76] glue_1.8.0                  tools_4.5.2                 data.table_1.18.0          
##  [79] locfit_1.5-9.12             XML_3.99-0.20               grid_4.5.2                 
##  [82] tidyr_1.3.2                 AnnotationDbi_1.70.0        colorspace_2.1-2           
##  [85] patchwork_1.3.2             GenomeInfoDbData_1.2.14     cli_3.6.5                  
##  [88] rappdirs_0.3.3              S4Arrays_1.8.1              ComplexHeatmap_2.24.1      
##  [91] gtable_0.3.6                sass_0.4.10                 digest_0.6.39              
##  [94] SparseArray_1.8.1           rjson_0.2.23                farver_2.1.2               
##  [97] memoise_2.0.1               htmltools_0.5.9             lifecycle_1.0.4            
## [100] httr_1.4.7                  GlobalOptions_0.1.3         statmod_1.5.1              
## [103] bit64_4.6.0-1