1 Introduction

2 Background information

3 Illustrating dataset

4 Specifying the pipeline

5 Running the pipeline

6 Visualizing the results

7 Comparing pipelines

8 Example with two different QC methods

9 Visualizing scale transformations

10 Defining technical run parameters

Session information

## R Under development (unstable) (2024-11-20 r87352)
## Platform: aarch64-apple-darwin20
## Running under: macOS Ventura 13.7.1
## 
## Matrix products: default
## BLAS:   /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/lib/libRblas.0.dylib 
## LAPACK: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/lib/libRlapack.dylib;  LAPACK version 3.12.0
## 
## locale:
## [1] C/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
## 
## time zone: America/New_York
## tzcode source: internal
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
## [1] ggplot2_3.5.1      reshape2_1.4.4     CytoPipeline_1.7.0 BiocStyle_2.35.0  
## 
## loaded via a namespace (and not attached):
##  [1] changepoint_2.3       tidyselect_1.2.1      farver_2.1.2         
##  [4] dplyr_1.1.4           blob_1.2.4            filelock_1.0.3       
##  [7] fastmap_1.2.0         BiocFileCache_2.15.0  XML_3.99-0.17        
## [10] digest_0.6.37         lifecycle_1.0.4       cluster_2.1.6        
## [13] RSQLite_2.3.8         magrittr_2.0.3        compiler_4.5.0       
## [16] rlang_1.1.4           sass_0.4.9            tools_4.5.0          
## [19] utf8_1.2.4            yaml_2.3.10           data.table_1.16.2    
## [22] knitr_1.49            labeling_0.4.3        bit_4.5.0            
## [25] curl_6.0.1            diagram_1.6.5         plyr_1.8.9           
## [28] RColorBrewer_1.1-3    withr_3.0.2           purrr_1.0.2          
## [31] RProtoBufLib_2.19.0   BiocGenerics_0.53.3   PeacoQC_1.17.0       
## [34] grid_4.5.0            stats4_4.5.0          fansi_1.0.6          
## [37] flowAI_1.37.0         colorspace_2.1-1      scales_1.3.0         
## [40] iterators_1.0.14      tinytex_0.54          cli_3.6.3            
## [43] rmarkdown_2.29        crayon_1.5.3          ncdfFlow_2.53.0      
## [46] generics_0.1.3        httr_1.4.7            rjson_0.2.23         
## [49] DBI_1.2.3             cachem_1.1.0          flowCore_2.19.0      
## [52] stringr_1.5.1         zlibbioc_1.53.0       parallel_4.5.0       
## [55] BiocManager_1.30.25   matrixStats_1.4.1     vctrs_0.6.5          
## [58] jsonlite_1.8.9        cytolib_2.19.0        bookdown_0.41        
## [61] IRanges_2.41.1        GetoptLong_1.0.5      S4Vectors_0.45.2     
## [64] bit64_4.5.2           clue_0.3-66           Rgraphviz_2.51.0     
## [67] magick_2.8.5          foreach_1.5.2         jquerylib_0.1.4      
## [70] hexbin_1.28.5         glue_1.8.0            codetools_0.2-20     
## [73] stringi_1.8.4         gtable_0.3.6          shape_1.4.6.1        
## [76] ggcyto_1.35.0         ComplexHeatmap_2.23.0 munsell_0.5.1        
## [79] tibble_3.2.1          pillar_1.9.0          htmltools_0.5.8.1    
## [82] graph_1.85.0          circlize_0.4.16       R6_2.5.1             
## [85] dbplyr_2.5.0          doParallel_1.0.17     evaluate_1.0.1       
## [88] flowWorkspace_4.19.0  lattice_0.22-6        Biobase_2.67.0       
## [91] png_0.1-8             memoise_2.0.1         bslib_0.8.0          
## [94] Rcpp_1.0.13-1         gridExtra_2.3         xfun_0.49            
## [97] zoo_1.8-12            pkgconfig_2.0.3       GlobalOptions_0.1.2