Last updated: 2023-09-28

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Knit directory: cirrhosis-metabolism/

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Ignored files:
    Ignored:    .DS_Store
    Ignored:    .Rhistory
    Ignored:    .Rproj.user/
    Ignored:    analysis/.DS_Store
    Ignored:    analysis/other/
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Rmd 1eb8773 christianholland 2023-09-28 adjusted EPH gene set by only including ephx1-4 genes
Rmd 9887126 christianholland 2023-09-28 updated the supplementary table of metabolic and carrier genes with the results of differential gene expression analysis
Rmd 2e0a61e christianholland 2023-09-28 updated names of metabolic gene sets
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Introduction

This script generates the publication ready figures and supplementary tables

Libraries and sources

These libraries and sources are used for this analysis.

# data wrangling
library(tidyverse)

# plotting
library(patchwork)
library(gtools)

# colors
library(AachenColorPalette)

# display tables
library(DT)

# development helpers
library(here)
library(devtools)

# other
library(openxlsx)

# source scripts
source(here("code/plots.R"))

# source scripts from external projects
base_url <- "https://raw.githubusercontent.com/saezlab/liver-disease-atlas"
source_url(file.path(base_url, "master", "code", "utils-plots.R"))

Figures

Figure 1

PCA

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Top DEGs

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Figure 2

Single correlations

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Correlation heatmap

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Tables

List of metabolic and carrier genes with degs

Joining, by = "gene"
Joining, by = "gene"

R version 4.2.1 (2022-06-23)
Platform: x86_64-apple-darwin17.0 (64-bit)
Running under: macOS Big Sur ... 10.16

Matrix products: default
BLAS:   /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRblas.0.dylib
LAPACK: /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRlapack.dylib

locale:
[1] de_DE.UTF-8/de_DE.UTF-8/de_DE.UTF-8/C/de_DE.UTF-8/de_DE.UTF-8

attached base packages:
[1] stats     graphics  grDevices datasets  utils     methods   base     

other attached packages:
 [1] openxlsx_4.2.5.1         devtools_2.4.5.9000      usethis_2.1.6           
 [4] here_1.0.1               DT_0.26                  AachenColorPalette_1.1.3
 [7] gtools_3.9.4             patchwork_1.1.2          forcats_0.5.2           
[10] stringr_1.4.1            dplyr_1.0.10             purrr_0.3.5             
[13] readr_2.1.3              tidyr_1.2.1              tibble_3.1.8            
[16] ggplot2_3.3.6            tidyverse_1.3.2          workflowr_1.7.0         

loaded via a namespace (and not attached):
 [1] googledrive_2.0.0   colorspace_2.0-3    ellipsis_0.3.2     
 [4] rprojroot_2.0.3     fs_1.5.2            rstudioapi_0.14    
 [7] farver_2.1.1        remotes_2.4.2       fansi_1.0.3        
[10] lubridate_1.8.0     xml2_1.3.3          splines_4.2.1      
[13] cachem_1.0.6        knitr_1.40          pkgload_1.3.0      
[16] jsonlite_1.8.3      broom_1.0.1         dbplyr_2.2.1       
[19] shiny_1.7.2         compiler_4.2.1      httr_1.4.4         
[22] backports_1.4.1     Matrix_1.4-1        assertthat_0.2.1   
[25] fastmap_1.1.0       gargle_1.2.1        cli_3.4.1          
[28] later_1.3.0         htmltools_0.5.3     prettyunits_1.1.1  
[31] tools_4.2.1         gtable_0.3.1        glue_1.6.2         
[34] Rcpp_1.0.9          cellranger_1.1.0    jquerylib_0.1.4    
[37] vctrs_0.5.0         nlme_3.1-157        crosstalk_1.2.0    
[40] xfun_0.34           ps_1.7.1            rvest_1.0.3        
[43] mime_0.12           miniUI_0.1.1.1      lifecycle_1.0.3    
[46] renv_0.16.0         googlesheets4_1.0.1 getPass_0.2-2      
[49] scales_1.2.1        ragg_1.2.3          hms_1.1.2          
[52] promises_1.2.0.1    yaml_2.3.6          curl_4.3.3         
[55] memoise_2.0.1       sass_0.4.2          stringi_1.7.8      
[58] highr_0.9           pkgbuild_1.3.1      zip_2.2.1          
[61] rlang_1.0.6         pkgconfig_2.0.3     systemfonts_1.0.4  
[64] lattice_0.20-45     evaluate_0.17       htmlwidgets_1.5.4  
[67] labeling_0.4.2      cowplot_1.1.1       processx_3.7.0     
[70] tidyselect_1.2.0    magrittr_2.0.3      R6_2.5.1           
[73] generics_0.1.3      profvis_0.3.7       DBI_1.1.3          
[76] pillar_1.8.1        haven_2.5.1         whisker_0.4        
[79] withr_2.5.0         mgcv_1.8-40         modelr_0.1.9       
[82] crayon_1.5.2        utf8_1.2.2          tzdb_0.3.0         
[85] rmarkdown_2.17      urlchecker_1.0.1    grid_4.2.1         
[88] readxl_1.4.1        callr_3.7.2         git2r_0.30.1       
[91] reprex_2.0.2        digest_0.6.30       xtable_1.8-4       
[94] httpuv_1.6.6        textshaping_0.3.6   munsell_0.5.0      
[97] bslib_0.4.0         sessioninfo_1.2.2