From bf2deedfb10d904a40d419e5c090db6a62ae2741 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Fri, 6 Mar 2020 10:16:58 -0500 Subject: [PATCH 01/12] Functionalize CDF --- analyses/tmb-compare-tcga/compare-tmb.Rmd | 52 +------ analyses/tmb-compare-tcga/compare-tmb.nb.html | 143 ++---------------- .../tmb-compare-tcga/util/tmb-plot-function.R | 62 ++++++++ 3 files changed, 75 insertions(+), 182 deletions(-) create mode 100644 analyses/tmb-compare-tcga/util/tmb-plot-function.R diff --git a/analyses/tmb-compare-tcga/compare-tmb.Rmd b/analyses/tmb-compare-tcga/compare-tmb.Rmd index c10c9cecc6..ac7073d015 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.Rmd +++ b/analyses/tmb-compare-tcga/compare-tmb.Rmd @@ -56,58 +56,8 @@ if (!dir.exists(plots_dir)) { Custom function for plotting the TMB. -Function for making a combined CDF plot for TMB. -This plotting function was adapted from the [`breaks_cdf_plot` function in the -`chromosomal-instability`](https://github.com/AlexsLemonade/OpenPBTA-analysis/blob/b1b73fe321a97fa82d85c86d20bd85635aabba25/analyses/chromosomal-instability/util/chr-break-plot.R#L120) - ```{r} -tmb_cdf_plot <- function(tmb_df, plot_title, colour) { - tmb_df %>% - as.data.frame() %>% - dplyr::mutate(short_histology = tools::toTitleCase(short_histology)) %>% - # Only plot histologies groups with more than `min_samples` number of samples - dplyr::group_by(short_histology, add = TRUE) %>% - # Only keep groups with this amount of samples - dplyr::filter(dplyr::n() > 5) %>% - # Calculate histology group mean - dplyr::mutate( - hist_median = median(tmb), - hist_rank = rank(tmb, ties.method = "first") / dplyr::n(), - sample_size = paste0("n = ", dplyr::n()) - ) %>% - dplyr::ungroup() %>% - dplyr::mutate(short_histology = reorder(short_histology, hist_median)) %>% - # Now we will plot these as cummulative distribution plots - ggplot2::ggplot(ggplot2::aes( - x = hist_rank, - y = tmb - )) + - ggplot2::geom_point(color = colour) + - # Add summary line for mean - ggplot2::geom_segment( - x = 0, xend = 1, color = "grey", - ggplot2::aes(y = hist_median, yend = hist_median) - ) + - # Separate by histology - ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = "bottom") + - ggplot2::theme_classic() + - ggplot2::xlab("") + - ggplot2::ylab("Coding mutations per Mb") + - # Transform to log10 make non-log y-axis labels - ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30, 100, 10000, 30000), - limits = c(0, 30000)) + - ggplot2::scale_x_continuous(limits = c(-0.2, 1.2), breaks = c()) + - # Making it pretty - ggplot2::theme(legend.position = "none") + - ggplot2::theme( - axis.text.x = ggplot2::element_blank(), - axis.ticks.x = ggplot2::element_blank(), - strip.placement = "outside", - strip.text = ggplot2::element_text(size = 10, angle = 90, hjust = 1), - strip.background = ggplot2::element_rect(fill = NA, color = NA) - ) + - ggplot2::ggtitle(plot_title) -} +source(file.path("util", "tmb-plot-function.R")) ``` ## Set up consensus data diff --git a/analyses/tmb-compare-tcga/compare-tmb.nb.html b/analyses/tmb-compare-tcga/compare-tmb.nb.html index fcbc6eebd0..e729f84480 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.nb.html +++ b/analyses/tmb-compare-tcga/compare-tmb.nb.html @@ -2956,91 +2956,35 @@

Setup

Packages and functions

- -
# magrittr pipe
-`%>%` <- dplyr::`%>%`
-
-# Load in these functions so we can use `maf_to_granges`
-source(file.path("..", "snv-callers", "util", "tmb_functions.R"))
+ +

rr if (!dir.exists(results_dir)) { dir.create(results_dir) } if (!dir.exists(plots_dir)) { dir.create(plots_dir) }

+

Declare names of input and output directories.

- -
data_dir <- file.path("..", "..", "data")
-scratch_dir <- file.path("..", "..", "scratch")
-results_dir <- "results"
-plots_dir <- "plots"
+ +

rr tmb_cdf_plot <- function(tmb_df, plot_title, colour) { tmb_df %>% as.data.frame() %>% dplyr::mutate(short_histology = tools::toTitleCase(short_histology)) %>% # Only plot histologies groups with more than min_samples number of samples dplyr::group_by(short_histology, add = TRUE) %>% # Only keep groups with this amount of samples dplyr::filter(dplyr::n() > 5) %>% # Calculate histology group mean dplyr::mutate( hist_median = median(tmb), hist_rank = rank(tmb, ties.method = ) / dplyr::n(), sample_size = paste0(= , dplyr::n()) ) %>% dplyr::ungroup() %>% dplyr::mutate(short_histology = reorder(short_histology, hist_median)) %>% # Now we will plot these as cummulative distribution plots ggplot2::ggplot(ggplot2::aes( x = hist_rank, y = tmb )) + ggplot2::geom_point(color = colour) + # Add summary line for mean ggplot2::geom_segment( x = 0, xend = 1, color = , ggplot2::aes(y = hist_median, yend = hist_median) ) + # Separate by histology ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = ) + ggplot2::theme_classic() + ggplot2::xlab(\) + ggplot2::ylab(mutations per Mb) + # Transform to log10 make non-log y-axis labels ggplot2::scale_y_continuous(trans = 1p, breaks = c(0, 1, 3, 10, 30, 100, 10000, 30000), limits = c(0, 30000)) + ggplot2::scale_x_continuous(limits = c(-0.2, 1.2), breaks = c()) + # Making it pretty ggplot2::theme(legend.position = ) + ggplot2::theme( axis.text.x = ggplot2::element_blank(), axis.ticks.x = ggplot2::element_blank(), strip.placement = , strip.text = ggplot2::element_text(size = 10, angle = 90, hjust = 1), strip.background = ggplot2::element_rect(fill = NA, color = NA) ) + ggplot2::ggtitle(plot_title) }

+

Create output directories for this analysis.

- -
if (!dir.exists(results_dir)) {
-  dir.create(results_dir)
-}
-if (!dir.exists(plots_dir)) {
-  dir.create(plots_dir)
-}
+ +

rr # TODO: update if the this tmb consensus file gets updated in a future data release tmb_pbta <- data.table::fread(file.path(.., -callers, , , -snv-mutation-tmb-coding.tsv)) %>% # This variable is weird when binding but we don’t need it for the plot so we’ll just remove it. dplyr::select(-genome_size) %>% dplyr::filter(experimental_strategy != )

+

Custom function for plotting the TMB.

-

Function for making a combined CDF plot for TMB. This plotting function was adapted from the breaks_cdf_plot function in the chromosomal-instability

- -
tmb_cdf_plot <- function(tmb_df, plot_title, colour) {
-  tmb_df %>%
-    as.data.frame() %>%
-    dplyr::mutate(short_histology = tools::toTitleCase(short_histology)) %>%
-    # Only plot histologies groups with more than `min_samples` number of samples
-    dplyr::group_by(short_histology, add = TRUE) %>%
-    # Only keep groups with this amount of samples
-    dplyr::filter(dplyr::n() > 5) %>%
-    # Calculate histology group mean
-    dplyr::mutate(
-      hist_median = median(tmb),
-      hist_rank = rank(tmb, ties.method = "first") / dplyr::n(),
-      sample_size = paste0("n = ", dplyr::n())
-    ) %>%
-    dplyr::ungroup() %>%
-    dplyr::mutate(short_histology = reorder(short_histology, hist_median)) %>%
-    # Now we will plot these as cummulative distribution plots
-    ggplot2::ggplot(ggplot2::aes(
-      x = hist_rank,
-      y = tmb
-    )) +
-    ggplot2::geom_point(color = colour) +
-    # Add summary line for mean
-    ggplot2::geom_segment(
-      x = 0, xend = 1, color = "grey",
-      ggplot2::aes(y = hist_median, yend = hist_median)
-    ) +
-    # Separate by histology
-    ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = "bottom") +
-    ggplot2::theme_classic() +
-    ggplot2::xlab("") +
-    ggplot2::ylab("Coding mutations per Mb") +
-    # Transform to log10 make non-log y-axis labels
-    ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30, 100, 10000, 30000), 
-                                limits = c(0, 30000)) +
-    ggplot2::scale_x_continuous(limits = c(-0.2, 1.2), breaks = c()) +
-    # Making it pretty
-    ggplot2::theme(legend.position = "none") +
-    ggplot2::theme(
-      axis.text.x = ggplot2::element_blank(),
-      axis.ticks.x = ggplot2::element_blank(),
-      strip.placement = "outside",
-      strip.text = ggplot2::element_text(size = 10, angle = 90, hjust = 1),
-      strip.background = ggplot2::element_rect(fill = NA, color = NA)
-    ) +
-    ggplot2::ggtitle(plot_title)
-}
+ +
source(file.path("util", "tmb-plot-function.R"))
@@ -3137,73 +3081,10 @@

Session Info

sessionInfo()
- -
R version 3.6.0 (2019-04-26)
-Platform: x86_64-pc-linux-gnu (64-bit)
-Running under: Debian GNU/Linux 9 (stretch)
-
-Matrix products: default
-BLAS/LAPACK: /usr/lib/libopenblasp-r0.2.19.so
-
-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=C             
- [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       
-
-attached base packages:
-[1] stats4    parallel  stats     graphics  grDevices utils     datasets  methods   base     
-
-other attached packages:
- [1] ShatterSeek_0.4     S4Vectors_0.24.1    graph_1.62.0        foreach_1.4.4       BiocGenerics_0.32.0
- [6] plyr_1.8.4          usethis_1.5.1       devtools_2.0.2      broom_0.5.2         forcats_0.4.0      
-[11] stringr_1.4.0       dplyr_0.8.3         purrr_0.3.2         readr_1.3.1         tidyr_0.8.3        
-[16] tibble_2.1.3        ggplot2_3.2.0       tidyverse_1.2.1    
-
-loaded via a namespace (and not attached):
-  [1] colorspace_1.4-1            rprojroot_1.3-2             htmlTable_1.13.1           
-  [4] futile.logger_1.4.3         XVector_0.26.0              GenomicRanges_1.38.0       
-  [7] base64enc_0.1-3             fs_1.3.1                    dichromat_2.0-0            
- [10] rstudioapi_0.10             remotes_2.1.0               bit64_0.9-7                
- [13] lubridate_1.7.4             xml2_1.2.0                  codetools_0.2-16           
- [16] splines_3.6.0               knitr_1.23                  pkgload_1.0.2              
- [19] Formula_1.2-3               jsonlite_1.6                colorblindr_0.1.0          
- [22] Rsamtools_2.2.1             dbplyr_1.4.2                cluster_2.1.0              
- [25] compiler_3.6.0              httr_1.4.0                  backports_1.1.4            
- [28] assertthat_0.2.1            Matrix_1.2-17               lazyeval_0.2.2             
- [31] cli_1.1.0                   formatR_1.7                 acepack_1.4.1              
- [34] htmltools_0.3.6             prettyunits_1.0.2           tools_3.6.0                
- [37] gtable_0.3.0                glue_1.3.1                  GenomeInfoDbData_1.2.2     
- [40] reshape2_1.4.3              Rcpp_1.0.1                  Biobase_2.46.0             
- [43] cellranger_1.1.0            Biostrings_2.54.0           nlme_3.1-140               
- [46] iterators_1.0.10            xfun_0.8                    ps_1.3.0                   
- [49] testthat_2.1.1              rvest_0.3.4                 zlibbioc_1.32.0            
- [52] MASS_7.3-51.4               scales_1.0.0                hms_0.4.2                  
- [55] ggupset_0.1.0.9000          SummarizedExperiment_1.16.1 lambda.r_1.2.3             
- [58] RColorBrewer_1.1-2          yaml_2.2.0                  memoise_1.1.0              
- [61] gridExtra_2.3               rpart_4.1-15                reshape_0.8.8              
- [64] latticeExtra_0.6-28         stringi_1.4.3               RSQLite_2.1.1              
- [67] desc_1.2.0                  checkmate_1.9.4             BiocParallel_1.20.1        
- [70] pkgbuild_1.0.3              GenomeInfoDb_1.22.0         matrixStats_0.55.0         
- [73] rlang_0.4.0                 pkgconfig_2.0.2             bitops_1.0-6               
- [76] evaluate_0.14               lattice_0.20-38             labeling_0.3               
- [79] GenomicAlignments_1.22.1    htmlwidgets_1.3             cowplot_0.9.4              
- [82] bit_1.1-14                  processx_3.4.0              tidyselect_0.2.5           
- [85] GGally_1.4.0                magrittr_1.5                R6_2.4.0                   
- [88] IRanges_2.20.1              generics_0.0.2              Hmisc_4.2-0                
- [91] DelayedArray_0.12.2         DBI_1.0.0                   pillar_1.4.2               
- [94] haven_2.1.1                 foreign_0.8-71              withr_2.1.2                
- [97] survival_2.44-1.1           RCurl_1.95-4.12             nnet_7.3-12                
-[100] modelr_0.1.4                crayon_1.3.4                futile.options_1.0.1       
-[103] rmarkdown_1.13              grid_3.6.0                  readxl_1.3.1               
-[106] data.table_1.12.2           blob_1.1.1                  callr_3.3.0                
-[109] digest_0.6.20               VennDiagram_1.6.20          munsell_0.5.0              
-[112] sessioninfo_1.1.1          
- -
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+
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diff --git a/analyses/tmb-compare-tcga/util/tmb-plot-function.R b/analyses/tmb-compare-tcga/util/tmb-plot-function.R new file mode 100644 index 0000000000..4044c7d1f5 --- /dev/null +++ b/analyses/tmb-compare-tcga/util/tmb-plot-function.R @@ -0,0 +1,62 @@ +# Functions for making mutational signature plots and calculations +# +# C. Savonen for ALSF - CCDL + +tmb_cdf_plot <- function(tmb_df, + plot_title, + colour) { + # Print CDF TMB plot + # + # Args: + # tmb_df: a data.frame with `tmb` and `short_histology` as column names + # plot_title: A string to be passed to "ggtitle" + # colour + # + # Returns: + # A CDF plot of TMB with histology + tmb_df %>% + as.data.frame() %>% + dplyr::mutate(short_histology = tools::toTitleCase(short_histology)) %>% + # Only plot histologies groups with more than `min_samples` number of samples + dplyr::group_by(short_histology, add = TRUE) %>% + # Only keep groups with this amount of samples + dplyr::filter(dplyr::n() > 5) %>% + # Calculate histology group mean + dplyr::mutate( + hist_median = median(tmb), + hist_rank = rank(tmb, ties.method = "first") / dplyr::n(), + sample_size = paste0("n = ", dplyr::n()) + ) %>% + dplyr::ungroup() %>% + dplyr::mutate(short_histology = reorder(short_histology, hist_median)) %>% + # Now we will plot these as cummulative distribution plots + ggplot2::ggplot(ggplot2::aes( + x = hist_rank, + y = tmb + )) + + ggplot2::geom_point(color = colour) + + # Add summary line for mean + ggplot2::geom_segment( + x = 0, xend = 1, color = "grey", + ggplot2::aes(y = hist_median, yend = hist_median) + ) + + # Separate by histology + ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = "bottom") + + ggplot2::theme_classic() + + ggplot2::xlab("") + + ggplot2::ylab("Coding mutations per Mb") + + # Transform to log10 make non-log y-axis labels + ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30, 100, 1000, 10000, 30000), + limits = c(0, 30000)) + + ggplot2::scale_x_continuous(limits = c(-0.2, 1.2), breaks = c()) + + # Making it pretty + ggplot2::theme(legend.position = "none") + + ggplot2::theme( + axis.text.x = ggplot2::element_blank(), + axis.ticks.x = ggplot2::element_blank(), + strip.placement = "outside", + strip.text = ggplot2::element_text(size = 10, angle = 90, hjust = 1), + strip.background = ggplot2::element_rect(fill = NA, color = NA) + ) + + ggplot2::ggtitle(plot_title) +} From ff9c78a5a4d4f746bcea0f5e3e9b15e3223d1cf6 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Fri, 6 Mar 2020 10:21:49 -0500 Subject: [PATCH 02/12] Refresh notebook and add a bit more documentation --- analyses/tmb-compare-tcga/compare-tmb.nb.html | 96 ++++++++++++++++-- .../plots/tmb-cdf-pbta-tcga.png | Bin 346020 -> 347141 bytes .../tmb-compare-tcga/util/tmb-plot-function.R | 16 +-- 3 files changed, 94 insertions(+), 18 deletions(-) diff --git a/analyses/tmb-compare-tcga/compare-tmb.nb.html b/analyses/tmb-compare-tcga/compare-tmb.nb.html index e729f84480..dcc6f4d93c 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.nb.html +++ b/analyses/tmb-compare-tcga/compare-tmb.nb.html @@ -2956,27 +2956,36 @@

Setup

Packages and functions

- -

rr if (!dir.exists(results_dir)) { dir.create(results_dir) } if (!dir.exists(plots_dir)) { dir.create(plots_dir) }

-
+ +
# magrittr pipe
+`%>%` <- dplyr::`%>%`
+
+# Load in these functions so we can use `maf_to_granges`
+source(file.path("..", "snv-callers", "util", "tmb_functions.R"))

Declare names of input and output directories.

- -

rr tmb_cdf_plot <- function(tmb_df, plot_title, colour) { tmb_df %>% as.data.frame() %>% dplyr::mutate(short_histology = tools::toTitleCase(short_histology)) %>% # Only plot histologies groups with more than min_samples number of samples dplyr::group_by(short_histology, add = TRUE) %>% # Only keep groups with this amount of samples dplyr::filter(dplyr::n() > 5) %>% # Calculate histology group mean dplyr::mutate( hist_median = median(tmb), hist_rank = rank(tmb, ties.method = ) / dplyr::n(), sample_size = paste0(= , dplyr::n()) ) %>% dplyr::ungroup() %>% dplyr::mutate(short_histology = reorder(short_histology, hist_median)) %>% # Now we will plot these as cummulative distribution plots ggplot2::ggplot(ggplot2::aes( x = hist_rank, y = tmb )) + ggplot2::geom_point(color = colour) + # Add summary line for mean ggplot2::geom_segment( x = 0, xend = 1, color = , ggplot2::aes(y = hist_median, yend = hist_median) ) + # Separate by histology ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = ) + ggplot2::theme_classic() + ggplot2::xlab(\) + ggplot2::ylab(mutations per Mb) + # Transform to log10 make non-log y-axis labels ggplot2::scale_y_continuous(trans = 1p, breaks = c(0, 1, 3, 10, 30, 100, 10000, 30000), limits = c(0, 30000)) + ggplot2::scale_x_continuous(limits = c(-0.2, 1.2), breaks = c()) + # Making it pretty ggplot2::theme(legend.position = ) + ggplot2::theme( axis.text.x = ggplot2::element_blank(), axis.ticks.x = ggplot2::element_blank(), strip.placement = , strip.text = ggplot2::element_text(size = 10, angle = 90, hjust = 1), strip.background = ggplot2::element_rect(fill = NA, color = NA) ) + ggplot2::ggtitle(plot_title) }

-
+ +
data_dir <- file.path("..", "..", "data")
+scratch_dir <- file.path("..", "..", "scratch")
+results_dir <- "results"
+plots_dir <- "plots"

Create output directories for this analysis.

- -

rr # TODO: update if the this tmb consensus file gets updated in a future data release tmb_pbta <- data.table::fread(file.path(.., -callers, , , -snv-mutation-tmb-coding.tsv)) %>% # This variable is weird when binding but we don’t need it for the plot so we’ll just remove it. dplyr::select(-genome_size) %>% dplyr::filter(experimental_strategy != )

-
+ +
if (!dir.exists(results_dir)) {
+  dir.create(results_dir)
+}
+if (!dir.exists(plots_dir)) {
+  dir.create(plots_dir)
+}
@@ -3072,7 +3081,7 @@

Plot the TMB as a CDF plot

-

Print from png so rendering is smoother TMB Plot

+

Print from png so rendering is smoother TMB Plot

Session Info

@@ -3081,6 +3090,73 @@

Session Info

sessionInfo()
+ +
R version 3.6.0 (2019-04-26)
+Platform: x86_64-pc-linux-gnu (64-bit)
+Running under: Debian GNU/Linux 9 (stretch)
+
+Matrix products: default
+BLAS/LAPACK: /usr/lib/libopenblasp-r0.2.19.so
+
+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=C             
+ [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       
+
+attached base packages:
+[1] stats     graphics  grDevices utils     datasets  methods   base     
+
+other attached packages:
+ [1] forcats_0.4.0         stringr_1.4.0         dplyr_0.8.3           purrr_0.3.2          
+ [5] readr_1.3.1           tidyr_0.8.3           tibble_2.1.3          ggplot2_3.2.0        
+ [9] tidyverse_1.2.1       deconstructSigs_1.8.0
+
+loaded via a namespace (and not attached):
+  [1] colorspace_1.4-1            ggsignif_0.6.0              rprojroot_1.3-2            
+  [4] biovizBase_1.34.1           htmlTable_1.13.1            XVector_0.26.0             
+  [7] GenomicRanges_1.38.0        base64enc_0.1-3             dichromat_2.0-0            
+ [10] rstudioapi_0.10             ggpubr_0.2.4                bit64_0.9-7                
+ [13] AnnotationDbi_1.48.0        lubridate_1.7.4             xml2_1.2.0                 
+ [16] splines_3.6.0               ggbio_1.34.0                knitr_1.23                 
+ [19] Formula_1.2-3               jsonlite_1.6                colorblindr_0.1.0          
+ [22] Rsamtools_2.2.1             broom_0.5.2                 dbplyr_1.4.2               
+ [25] cluster_2.1.0               graph_1.62.0                BiocManager_1.30.4         
+ [28] compiler_3.6.0              httr_1.4.0                  backports_1.1.4            
+ [31] assertthat_0.2.1            Matrix_1.2-17               lazyeval_0.2.2             
+ [34] cli_1.1.0                   prettyunits_1.0.2           acepack_1.4.1              
+ [37] htmltools_0.3.6             tools_3.6.0                 gtable_0.3.0               
+ [40] glue_1.3.1                  GenomeInfoDbData_1.2.2      reshape2_1.4.3             
+ [43] rappdirs_0.3.1              Rcpp_1.0.1                  Biobase_2.46.0             
+ [46] cellranger_1.1.0            Biostrings_2.54.0           gdata_2.18.0               
+ [49] nlme_3.1-140                rtracklayer_1.46.0          xfun_0.8                   
+ [52] rvest_0.3.4                 ensembldb_2.10.2            gtools_3.8.1               
+ [55] XML_3.98-1.20               zlibbioc_1.32.0             scales_1.0.0               
+ [58] BSgenome_1.54.0             VariantAnnotation_1.32.0    ProtGenerics_1.18.0        
+ [61] hms_0.4.2                   RBGL_1.62.1                 parallel_3.6.0             
+ [64] SummarizedExperiment_1.16.1 AnnotationFilter_1.10.0     RColorBrewer_1.1-2         
+ [67] yaml_2.2.0                  curl_3.3                    memoise_1.1.0              
+ [70] gridExtra_2.3               biomaRt_2.42.0              rpart_4.1-15               
+ [73] reshape_0.8.8               latticeExtra_0.6-28         stringi_1.4.3              
+ [76] RSQLite_2.1.1               S4Vectors_0.24.1            checkmate_1.9.4            
+ [79] caTools_1.17.1.2            GenomicFeatures_1.38.0      BiocGenerics_0.32.0        
+ [82] BiocParallel_1.20.1         GenomeInfoDb_1.22.0         rlang_0.4.0                
+ [85] pkgconfig_2.0.2             matrixStats_0.55.0          bitops_1.0-6               
+ [88] evaluate_0.14               lattice_0.20-38             GenomicAlignments_1.22.1   
+ [91] htmlwidgets_1.3             labeling_0.3                cowplot_0.9.4              
+ [94] bit_1.1-14                  tidyselect_0.2.5            GGally_1.4.0               
+ [97] plyr_1.8.4                  magrittr_1.5                R6_2.4.0                   
+[100] gplots_3.0.1.1              IRanges_2.20.1              generics_0.0.2             
+[103] Hmisc_4.2-0                 DelayedArray_0.12.2         DBI_1.0.0                  
+[106] pillar_1.4.2                haven_2.1.1                 foreign_0.8-71             
+[109] withr_2.1.2                 survival_2.44-1.1           RCurl_1.95-4.12            
+[112] nnet_7.3-12                 modelr_0.1.4                crayon_1.3.4               
+[115] KernSmooth_2.23-15          OrganismDbi_1.28.0          BiocFileCache_1.10.2       
+[118] rmarkdown_1.13              progress_1.2.2              grid_3.6.0                 
+[121] readxl_1.3.1                data.table_1.12.2           blob_1.1.1                 
+[124] digest_0.6.20               openssl_1.4                 stats4_3.6.0               
+[127] munsell_0.5.0               askpass_1.1                
+
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zL)2Ql&=E$4Pj*QfMVZR~X^=d2;5xu)?j zvGnuuE0+F|rF5fobp5+c5g++R1EJ-Ev-8U3b)fYHe>Lu)jZ38v4T}pKO@M>3ARW6)^Y~k)wwO~#jFmWC> z1&{F+sWC2IL{`8uHraw^>~zlql~-y+rpVNrK&( z#Tyq>&H5PIj2V%hEh?X`E88YZW>F5Q{=o%>K-DWEfNfP!u|^f!lRrvtzn-$cf#+T@Ovl7R^aze_`MVUzp@ivmZe;rEW?>flZ$UzX>xzw zU*Lq_zg1kT-z)KZC4QfdiaqdqC4R4jSb_g5Rx#S3(+G*Ax}DGk_% as.data.frame() %>% dplyr::mutate(short_histology = tools::toTitleCase(short_histology)) %>% @@ -46,7 +46,7 @@ tmb_cdf_plot <- function(tmb_df, ggplot2::xlab("") + ggplot2::ylab("Coding mutations per Mb") + # Transform to log10 make non-log y-axis labels - ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30, 100, 1000, 10000, 30000), + ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30, 100, 1000, 10000, 30000), limits = c(0, 30000)) + ggplot2::scale_x_continuous(limits = c(-0.2, 1.2), breaks = c()) + # Making it pretty From e49975373138ccb9bd4b43430b347c2717a98415 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Fri, 6 Mar 2020 10:30:02 -0500 Subject: [PATCH 03/12] Stick to "color" --- analyses/tmb-compare-tcga/util/tmb-plot-function.R | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/analyses/tmb-compare-tcga/util/tmb-plot-function.R b/analyses/tmb-compare-tcga/util/tmb-plot-function.R index e8444ed42d..a38dd58ca6 100644 --- a/analyses/tmb-compare-tcga/util/tmb-plot-function.R +++ b/analyses/tmb-compare-tcga/util/tmb-plot-function.R @@ -4,13 +4,13 @@ tmb_cdf_plot <- function(tmb_df, plot_title, - colour) { + color) { # Print CDF TMB plot # # Args: # tmb_df: a data.frame with `tmb` and `short_histology` as column names. # plot_title: A string to be passed to "ggtitle". - # colour: What color should the points be. Will be passed to `geom_point`. + # color: What color should the points be. Will be passed to `geom_point`. # # Returns: # A CDF plot of TMB with histology @@ -34,7 +34,7 @@ tmb_cdf_plot <- function(tmb_df, x = hist_rank, y = tmb )) + - ggplot2::geom_point(color = colour) + + ggplot2::geom_point(color = color) + # Add summary line for mean ggplot2::geom_segment( x = 0, xend = 1, color = "grey", From 739beb44a0a349fb4b2374377ee2f7600ac70f2b Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Fri, 6 Mar 2020 13:00:14 -0500 Subject: [PATCH 04/12] Change notebook refs and refresh --- analyses/tmb-compare-tcga/compare-tmb.Rmd | 4 +- analyses/tmb-compare-tcga/compare-tmb.nb.html | 69 ++++++++++--------- 2 files changed, 37 insertions(+), 36 deletions(-) diff --git a/analyses/tmb-compare-tcga/compare-tmb.Rmd b/analyses/tmb-compare-tcga/compare-tmb.Rmd index ac7073d015..3b0b67626d 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.Rmd +++ b/analyses/tmb-compare-tcga/compare-tmb.Rmd @@ -92,14 +92,14 @@ tmb_tcga <- data.table::fread(file.path("..", Plot each dataset as its own CDF plot. ```{r} -pbta_plot <- tmb_cdf_plot(tmb_pbta, plot_title = "PBTA", colour = "#3BC8A2") + +pbta_plot <- tmb_cdf_plot(tmb_pbta, plot_title = "PBTA", color = "#3BC8A2") + ggplot2::theme( strip.text.x = ggplot2::element_text(size = 12) ) ``` ```{r} -tcga_plot <- tmb_cdf_plot(tmb_tcga, plot_title = "TCGA (Adult)", colour = "#630882") + +tcga_plot <- tmb_cdf_plot(tmb_tcga, plot_title = "TCGA (Adult)", color = "#630882") + ggplot2::theme( axis.title.y = ggplot2::element_blank(), axis.text.y = ggplot2::element_blank(), diff --git a/analyses/tmb-compare-tcga/compare-tmb.nb.html b/analyses/tmb-compare-tcga/compare-tmb.nb.html index dcc6f4d93c..9c36c4515e 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.nb.html +++ b/analyses/tmb-compare-tcga/compare-tmb.nb.html @@ -3036,8 +3036,8 @@

Plot the TMB as a CDF plot

Plot each dataset as its own CDF plot.

- -
pbta_plot <- tmb_cdf_plot(tmb_pbta, plot_title = "PBTA", colour = "#3BC8A2") +
+
+
pbta_plot <- tmb_cdf_plot(tmb_pbta, plot_title = "PBTA", color = "#3BC8A2") +
     ggplot2::theme(
     strip.text.x = ggplot2::element_text(size = 12)
     )
@@ -3046,8 +3046,8 @@

Plot the TMB as a CDF plot

- -
tcga_plot <- tmb_cdf_plot(tmb_tcga, plot_title = "TCGA (Adult)", colour = "#630882") +
+
+
tcga_plot <- tmb_cdf_plot(tmb_tcga, plot_title = "TCGA (Adult)", color = "#630882") +
     ggplot2::theme(
     axis.title.y = ggplot2::element_blank(),
     axis.text.y = ggplot2::element_blank(),
@@ -3090,7 +3090,7 @@ 

Session Info

sessionInfo()
- +
R version 3.6.0 (2019-04-26)
 Platform: x86_64-pc-linux-gnu (64-bit)
 Running under: Debian GNU/Linux 9 (stretch)
@@ -3128,39 +3128,40 @@ 

Session Info

[37] htmltools_0.3.6 tools_3.6.0 gtable_0.3.0 [40] glue_1.3.1 GenomeInfoDbData_1.2.2 reshape2_1.4.3 [43] rappdirs_0.3.1 Rcpp_1.0.1 Biobase_2.46.0 - [46] cellranger_1.1.0 Biostrings_2.54.0 gdata_2.18.0 - [49] nlme_3.1-140 rtracklayer_1.46.0 xfun_0.8 - [52] rvest_0.3.4 ensembldb_2.10.2 gtools_3.8.1 - [55] XML_3.98-1.20 zlibbioc_1.32.0 scales_1.0.0 - [58] BSgenome_1.54.0 VariantAnnotation_1.32.0 ProtGenerics_1.18.0 - [61] hms_0.4.2 RBGL_1.62.1 parallel_3.6.0 - [64] SummarizedExperiment_1.16.1 AnnotationFilter_1.10.0 RColorBrewer_1.1-2 - [67] yaml_2.2.0 curl_3.3 memoise_1.1.0 - [70] gridExtra_2.3 biomaRt_2.42.0 rpart_4.1-15 - [73] reshape_0.8.8 latticeExtra_0.6-28 stringi_1.4.3 - [76] RSQLite_2.1.1 S4Vectors_0.24.1 checkmate_1.9.4 - [79] caTools_1.17.1.2 GenomicFeatures_1.38.0 BiocGenerics_0.32.0 - [82] BiocParallel_1.20.1 GenomeInfoDb_1.22.0 rlang_0.4.0 - [85] pkgconfig_2.0.2 matrixStats_0.55.0 bitops_1.0-6 - [88] evaluate_0.14 lattice_0.20-38 GenomicAlignments_1.22.1 - [91] htmlwidgets_1.3 labeling_0.3 cowplot_0.9.4 - [94] bit_1.1-14 tidyselect_0.2.5 GGally_1.4.0 - [97] plyr_1.8.4 magrittr_1.5 R6_2.4.0 -[100] gplots_3.0.1.1 IRanges_2.20.1 generics_0.0.2 -[103] Hmisc_4.2-0 DelayedArray_0.12.2 DBI_1.0.0 -[106] pillar_1.4.2 haven_2.1.1 foreign_0.8-71 -[109] withr_2.1.2 survival_2.44-1.1 RCurl_1.95-4.12 -[112] nnet_7.3-12 modelr_0.1.4 crayon_1.3.4 -[115] KernSmooth_2.23-15 OrganismDbi_1.28.0 BiocFileCache_1.10.2 -[118] rmarkdown_1.13 progress_1.2.2 grid_3.6.0 -[121] readxl_1.3.1 data.table_1.12.2 blob_1.1.1 -[124] digest_0.6.20 openssl_1.4 stats4_3.6.0 -[127] munsell_0.5.0 askpass_1.1
+ [46] styler_1.1.1 cellranger_1.1.0 Biostrings_2.54.0 + [49] gdata_2.18.0 nlme_3.1-140 rtracklayer_1.46.0 + [52] xfun_0.8 rvest_0.3.4 ensembldb_2.10.2 + [55] gtools_3.8.1 XML_3.98-1.20 zlibbioc_1.32.0 + [58] scales_1.0.0 BSgenome_1.54.0 VariantAnnotation_1.32.0 + [61] ProtGenerics_1.18.0 hms_0.4.2 RBGL_1.62.1 + [64] parallel_3.6.0 SummarizedExperiment_1.16.1 rematch2_2.0.1 + [67] AnnotationFilter_1.10.0 RColorBrewer_1.1-2 yaml_2.2.0 + [70] curl_3.3 memoise_1.1.0 gridExtra_2.3 + [73] biomaRt_2.42.0 rpart_4.1-15 reshape_0.8.8 + [76] latticeExtra_0.6-28 stringi_1.4.3 RSQLite_2.1.1 + [79] S4Vectors_0.24.1 checkmate_1.9.4 caTools_1.17.1.2 + [82] GenomicFeatures_1.38.0 BiocGenerics_0.32.0 BiocParallel_1.20.1 + [85] GenomeInfoDb_1.22.0 rlang_0.4.0 pkgconfig_2.0.2 + [88] matrixStats_0.55.0 bitops_1.0-6 evaluate_0.14 + [91] lattice_0.20-38 GenomicAlignments_1.22.1 htmlwidgets_1.3 + [94] labeling_0.3 cowplot_0.9.4 bit_1.1-14 + [97] tidyselect_0.2.5 GGally_1.4.0 plyr_1.8.4 +[100] magrittr_1.5 R6_2.4.0 gplots_3.0.1.1 +[103] IRanges_2.20.1 generics_0.0.2 Hmisc_4.2-0 +[106] DelayedArray_0.12.2 DBI_1.0.0 pillar_1.4.2 +[109] haven_2.1.1 foreign_0.8-71 withr_2.1.2 +[112] survival_2.44-1.1 RCurl_1.95-4.12 nnet_7.3-12 +[115] modelr_0.1.4 crayon_1.3.4 KernSmooth_2.23-15 +[118] OrganismDbi_1.28.0 BiocFileCache_1.10.2 rmarkdown_1.13 +[121] progress_1.2.2 grid_3.6.0 readxl_1.3.1 +[124] data.table_1.12.2 blob_1.1.1 digest_0.6.20 +[127] openssl_1.4 stats4_3.6.0 munsell_0.5.0 +[130] askpass_1.1
-
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+
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From 6d4481687b6d824020f4702040049507709541bb Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Mon, 9 Mar 2020 10:26:07 -0400 Subject: [PATCH 05/12] Add n_group argument and re-run --- analyses/tmb-compare-tcga/compare-tmb.Rmd | 10 ++- analyses/tmb-compare-tcga/compare-tmb.nb.html | 82 +++++++------------ .../tmb-compare-tcga/util/tmb-plot-function.R | 7 +- 3 files changed, 42 insertions(+), 57 deletions(-) diff --git a/analyses/tmb-compare-tcga/compare-tmb.Rmd b/analyses/tmb-compare-tcga/compare-tmb.Rmd index 3b0b67626d..b71060cbfc 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.Rmd +++ b/analyses/tmb-compare-tcga/compare-tmb.Rmd @@ -92,14 +92,20 @@ tmb_tcga <- data.table::fread(file.path("..", Plot each dataset as its own CDF plot. ```{r} -pbta_plot <- tmb_cdf_plot(tmb_pbta, plot_title = "PBTA", color = "#3BC8A2") + +pbta_plot <- tmb_cdf_plot(tmb_pbta, + plot_title = "PBTA", + color = "#3BC8A2", + n_group = 5) + ggplot2::theme( strip.text.x = ggplot2::element_text(size = 12) ) ``` ```{r} -tcga_plot <- tmb_cdf_plot(tmb_tcga, plot_title = "TCGA (Adult)", color = "#630882") + +tcga_plot <- tmb_cdf_plot(tmb_tcga, + plot_title = "TCGA (Adult)", + color = "#630882", + n_group = 5) + ggplot2::theme( axis.title.y = ggplot2::element_blank(), axis.text.y = ggplot2::element_blank(), diff --git a/analyses/tmb-compare-tcga/compare-tmb.nb.html b/analyses/tmb-compare-tcga/compare-tmb.nb.html index 9c36c4515e..b8abbaf7b5 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.nb.html +++ b/analyses/tmb-compare-tcga/compare-tmb.nb.html @@ -3036,8 +3036,11 @@

Plot the TMB as a CDF plot

Plot each dataset as its own CDF plot.

- -
pbta_plot <- tmb_cdf_plot(tmb_pbta, plot_title = "PBTA", color = "#3BC8A2") +
+
+
pbta_plot <- tmb_cdf_plot(tmb_pbta, 
+                          plot_title = "PBTA", 
+                          color = "#3BC8A2", 
+                          n_group = 5) +
     ggplot2::theme(
     strip.text.x = ggplot2::element_text(size = 12)
     )
@@ -3046,8 +3049,11 @@

Plot the TMB as a CDF plot

- -
tcga_plot <- tmb_cdf_plot(tmb_tcga, plot_title = "TCGA (Adult)", color = "#630882") +
+
+
tcga_plot <- tmb_cdf_plot(tmb_tcga, 
+                          plot_title = "TCGA (Adult)", 
+                          color = "#630882", 
+                          n_group = 5) +
     ggplot2::theme(
     axis.title.y = ggplot2::element_blank(),
     axis.text.y = ggplot2::element_blank(),
@@ -3090,7 +3096,7 @@ 

Session Info

sessionInfo()
- +
R version 3.6.0 (2019-04-26)
 Platform: x86_64-pc-linux-gnu (64-bit)
 Running under: Debian GNU/Linux 9 (stretch)
@@ -3108,60 +3114,30 @@ 

Session Info

[1] stats graphics grDevices utils datasets methods base other attached packages: - [1] forcats_0.4.0 stringr_1.4.0 dplyr_0.8.3 purrr_0.3.2 - [5] readr_1.3.1 tidyr_0.8.3 tibble_2.1.3 ggplot2_3.2.0 - [9] tidyverse_1.2.1 deconstructSigs_1.8.0 + [1] forcats_0.4.0 stringr_1.4.0 dplyr_0.8.3 + [4] purrr_0.3.2 readr_1.3.1 tidyr_0.8.3 + [7] tibble_2.1.3 ggplot2_3.2.0 tidyverse_1.2.1 +[10] deconstructSigs_1.8.0 loaded via a namespace (and not attached): - [1] colorspace_1.4-1 ggsignif_0.6.0 rprojroot_1.3-2 - [4] biovizBase_1.34.1 htmlTable_1.13.1 XVector_0.26.0 - [7] GenomicRanges_1.38.0 base64enc_0.1-3 dichromat_2.0-0 - [10] rstudioapi_0.10 ggpubr_0.2.4 bit64_0.9-7 - [13] AnnotationDbi_1.48.0 lubridate_1.7.4 xml2_1.2.0 - [16] splines_3.6.0 ggbio_1.34.0 knitr_1.23 - [19] Formula_1.2-3 jsonlite_1.6 colorblindr_0.1.0 - [22] Rsamtools_2.2.1 broom_0.5.2 dbplyr_1.4.2 - [25] cluster_2.1.0 graph_1.62.0 BiocManager_1.30.4 - [28] compiler_3.6.0 httr_1.4.0 backports_1.1.4 - [31] assertthat_0.2.1 Matrix_1.2-17 lazyeval_0.2.2 - [34] cli_1.1.0 prettyunits_1.0.2 acepack_1.4.1 - [37] htmltools_0.3.6 tools_3.6.0 gtable_0.3.0 - [40] glue_1.3.1 GenomeInfoDbData_1.2.2 reshape2_1.4.3 - [43] rappdirs_0.3.1 Rcpp_1.0.1 Biobase_2.46.0 - [46] styler_1.1.1 cellranger_1.1.0 Biostrings_2.54.0 - [49] gdata_2.18.0 nlme_3.1-140 rtracklayer_1.46.0 - [52] xfun_0.8 rvest_0.3.4 ensembldb_2.10.2 - [55] gtools_3.8.1 XML_3.98-1.20 zlibbioc_1.32.0 - [58] scales_1.0.0 BSgenome_1.54.0 VariantAnnotation_1.32.0 - [61] ProtGenerics_1.18.0 hms_0.4.2 RBGL_1.62.1 - [64] parallel_3.6.0 SummarizedExperiment_1.16.1 rematch2_2.0.1 - [67] AnnotationFilter_1.10.0 RColorBrewer_1.1-2 yaml_2.2.0 - [70] curl_3.3 memoise_1.1.0 gridExtra_2.3 - [73] biomaRt_2.42.0 rpart_4.1-15 reshape_0.8.8 - [76] latticeExtra_0.6-28 stringi_1.4.3 RSQLite_2.1.1 - [79] S4Vectors_0.24.1 checkmate_1.9.4 caTools_1.17.1.2 - [82] GenomicFeatures_1.38.0 BiocGenerics_0.32.0 BiocParallel_1.20.1 - [85] GenomeInfoDb_1.22.0 rlang_0.4.0 pkgconfig_2.0.2 - [88] matrixStats_0.55.0 bitops_1.0-6 evaluate_0.14 - [91] lattice_0.20-38 GenomicAlignments_1.22.1 htmlwidgets_1.3 - [94] labeling_0.3 cowplot_0.9.4 bit_1.1-14 - [97] tidyselect_0.2.5 GGally_1.4.0 plyr_1.8.4 -[100] magrittr_1.5 R6_2.4.0 gplots_3.0.1.1 -[103] IRanges_2.20.1 generics_0.0.2 Hmisc_4.2-0 -[106] DelayedArray_0.12.2 DBI_1.0.0 pillar_1.4.2 -[109] haven_2.1.1 foreign_0.8-71 withr_2.1.2 -[112] survival_2.44-1.1 RCurl_1.95-4.12 nnet_7.3-12 -[115] modelr_0.1.4 crayon_1.3.4 KernSmooth_2.23-15 -[118] OrganismDbi_1.28.0 BiocFileCache_1.10.2 rmarkdown_1.13 -[121] progress_1.2.2 grid_3.6.0 readxl_1.3.1 -[124] data.table_1.12.2 blob_1.1.1 digest_0.6.20 -[127] openssl_1.4 stats4_3.6.0 munsell_0.5.0 -[130] askpass_1.1
+ [1] tidyselect_0.2.5 xfun_0.8 haven_2.1.1 lattice_0.20-38 + [5] colorspace_1.4-1 generics_0.0.2 htmltools_0.3.6 yaml_2.2.0 + [9] base64enc_0.1-3 rlang_0.4.0 pillar_1.4.2 glue_1.3.1 +[13] withr_2.1.2 BiocParallel_1.20.1 modelr_0.1.4 readxl_1.3.1 +[17] munsell_0.5.0 gtable_0.3.0 cellranger_1.1.0 rvest_0.3.4 +[21] evaluate_0.14 labeling_0.3 knitr_1.23 parallel_3.6.0 +[25] broom_0.5.2 Rcpp_1.0.1 backports_1.1.4 scales_1.0.0 +[29] jsonlite_1.6 hms_0.4.2 digest_0.6.20 stringi_1.4.3 +[33] grid_3.6.0 cowplot_0.9.4 cli_1.1.0 tools_3.6.0 +[37] magrittr_1.5 lazyeval_0.2.2 crayon_1.3.4 pkgconfig_2.0.2 +[41] Matrix_1.2-17 data.table_1.12.2 xml2_1.2.0 lubridate_1.7.4 +[45] assertthat_0.2.1 rmarkdown_1.13 httr_1.4.0 rstudioapi_0.10 +[49] R6_2.4.0 nlme_3.1-140 compiler_3.6.0
-
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diff --git a/analyses/tmb-compare-tcga/util/tmb-plot-function.R b/analyses/tmb-compare-tcga/util/tmb-plot-function.R index a38dd58ca6..89aee9b804 100644 --- a/analyses/tmb-compare-tcga/util/tmb-plot-function.R +++ b/analyses/tmb-compare-tcga/util/tmb-plot-function.R @@ -4,13 +4,16 @@ tmb_cdf_plot <- function(tmb_df, plot_title, - color) { + color, + n_group) { # Print CDF TMB plot # # Args: # tmb_df: a data.frame with `tmb` and `short_histology` as column names. # plot_title: A string to be passed to "ggtitle". # color: What color should the points be. Will be passed to `geom_point`. + # n_group: What is the minimum number of samples needed in a histology group + # for it to be plotted. # # Returns: # A CDF plot of TMB with histology @@ -20,7 +23,7 @@ tmb_cdf_plot <- function(tmb_df, # Only plot histologies groups with more than `min_samples` number of samples dplyr::group_by(short_histology, add = TRUE) %>% # Only keep groups with this amount of samples - dplyr::filter(dplyr::n() > 5) %>% + dplyr::filter(dplyr::n() > n_group) %>% # Calculate histology group mean dplyr::mutate( hist_median = median(tmb), From 5ed53a31e31d0dd1b0039ddd5f9417dd8776bef2 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Mon, 9 Mar 2020 17:13:17 -0400 Subject: [PATCH 06/12] Rework tmb-plotter to be more general with tidy eval --- analyses/tmb-compare-tcga/compare-tmb.Rmd | 33 +++-- analyses/tmb-compare-tcga/compare-tmb.nb.html | 137 +++++++++++++----- .../plots/tmb-cdf-pbta-tcga.png | Bin 347141 -> 230983 bytes .../tmb-compare-tcga/util/cdf-plot-function.R | 113 +++++++++++++++ .../tmb-compare-tcga/util/tmb-plot-function.R | 65 --------- 5 files changed, 234 insertions(+), 114 deletions(-) create mode 100644 analyses/tmb-compare-tcga/util/cdf-plot-function.R delete mode 100644 analyses/tmb-compare-tcga/util/tmb-plot-function.R diff --git a/analyses/tmb-compare-tcga/compare-tmb.Rmd b/analyses/tmb-compare-tcga/compare-tmb.Rmd index b71060cbfc..f0a8b11d36 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.Rmd +++ b/analyses/tmb-compare-tcga/compare-tmb.Rmd @@ -29,9 +29,6 @@ _This assumes you are in the top directory of the repository._ ```{r} # magrittr pipe `%>%` <- dplyr::`%>%` - -# Load in these functions so we can use `maf_to_granges` -source(file.path("..", "snv-callers", "util", "tmb_functions.R")) ``` Declare names of input and output directories. @@ -57,7 +54,7 @@ if (!dir.exists(plots_dir)) { Custom function for plotting the TMB. ```{r} -source(file.path("util", "tmb-plot-function.R")) +source(file.path("util", "cdf-plot-function.R")) ``` ## Set up consensus data @@ -92,20 +89,32 @@ tmb_tcga <- data.table::fread(file.path("..", Plot each dataset as its own CDF plot. ```{r} -pbta_plot <- tmb_cdf_plot(tmb_pbta, - plot_title = "PBTA", - color = "#3BC8A2", - n_group = 5) + +pbta_plot <- cdf_plot(df = tmb_pbta, + plot_title = "PBTA", + num_col = "tmb", + group_col = "short_histology", + color = "#3BC8A2", + n_group = 5, + x_lim = c(-1.2, 1.2), + y_lim = c(0, 30000), + x_lab = "", + y_lab = "Coding Mutations per Mb") + ggplot2::theme( strip.text.x = ggplot2::element_text(size = 12) ) ``` ```{r} -tcga_plot <- tmb_cdf_plot(tmb_tcga, - plot_title = "TCGA (Adult)", - color = "#630882", - n_group = 5) + +tcga_plot <- cdf_plot(df = tmb_tcga, + plot_title = "TCGA (Adult)", + num_col = "tmb", + group_col = "short_histology", + color = "#3BC8A2", + n_group = 5, + x_lim = c(-1.2, 1.2), + y_lim = c(0, 30000), + x_lab = "", + y_lab = "Coding Mutations per Mb") + ggplot2::theme( axis.title.y = ggplot2::element_blank(), axis.text.y = ggplot2::element_blank(), diff --git a/analyses/tmb-compare-tcga/compare-tmb.nb.html b/analyses/tmb-compare-tcga/compare-tmb.nb.html index b8abbaf7b5..61e61707a1 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.nb.html +++ b/analyses/tmb-compare-tcga/compare-tmb.nb.html @@ -2956,12 +2956,9 @@

Setup

Packages and functions

- +
# magrittr pipe
-`%>%` <- dplyr::`%>%`
-
-# Load in these functions so we can use `maf_to_granges`
-source(file.path("..", "snv-callers", "util", "tmb_functions.R"))
+`%>%` <- dplyr::`%>%`
@@ -2992,8 +2989,8 @@

Packages and functions

Custom function for plotting the TMB.

- -
source(file.path("util", "tmb-plot-function.R"))
+ +
source(file.path("util", "cdf-plot-function.R"))
@@ -3036,11 +3033,17 @@

Plot the TMB as a CDF plot

Plot each dataset as its own CDF plot.

- -
pbta_plot <- tmb_cdf_plot(tmb_pbta, 
-                          plot_title = "PBTA", 
-                          color = "#3BC8A2", 
-                          n_group = 5) +
+
+
pbta_plot <- cdf_plot(df = tmb_pbta,
+                      plot_title = "PBTA",
+                      num_col = "tmb", 
+                      group_col = "short_histology", 
+                      color = "#3BC8A2", 
+                      n_group = 5,
+                      x_lim = c(-1.2, 1.2), 
+                      y_lim = c(0, 30000), 
+                      x_lab = "",
+                      y_lab = "Coding Mutations per Mb") +
     ggplot2::theme(
     strip.text.x = ggplot2::element_text(size = 12)
     )
@@ -3049,11 +3052,17 @@

Plot the TMB as a CDF plot

- -
tcga_plot <- tmb_cdf_plot(tmb_tcga, 
-                          plot_title = "TCGA (Adult)", 
-                          color = "#630882", 
-                          n_group = 5) +
+
+
tcga_plot <- cdf_plot(df = tmb_tcga,
+                      plot_title = "TCGA (Adult)",
+                      num_col = "tmb", 
+                      group_col = "short_histology", 
+                      color = "#3BC8A2", 
+                      n_group = 5,
+                      x_lim = c(-1.2, 1.2), 
+                      y_lim = c(0, 30000), 
+                      x_lab = "",
+                      y_lab = "Coding Mutations per Mb") +
     ggplot2::theme(
     axis.title.y = ggplot2::element_blank(),
     axis.text.y = ggplot2::element_blank(),
@@ -3087,7 +3096,7 @@ 

Plot the TMB as a CDF plot

-

Print from png so rendering is smoother TMB Plot

+

Print from png so rendering is smoother TMB Plot

Session Info

@@ -3096,7 +3105,7 @@

Session Info

sessionInfo()
- +
R version 3.6.0 (2019-04-26)
 Platform: x86_64-pc-linux-gnu (64-bit)
 Running under: Debian GNU/Linux 9 (stretch)
@@ -3105,10 +3114,12 @@ 

Session Info

BLAS/LAPACK: /usr/lib/libopenblasp-r0.2.19.so 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=C - [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 + [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C + [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 + [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=C + [7] LC_PAPER=en_US.UTF-8 LC_NAME=C + [9] LC_ADDRESS=C LC_TELEPHONE=C +[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C attached base packages: [1] stats graphics grDevices utils datasets methods base @@ -3120,24 +3131,76 @@

Session Info

[10] deconstructSigs_1.8.0 loaded via a namespace (and not attached): - [1] tidyselect_0.2.5 xfun_0.8 haven_2.1.1 lattice_0.20-38 - [5] colorspace_1.4-1 generics_0.0.2 htmltools_0.3.6 yaml_2.2.0 - [9] base64enc_0.1-3 rlang_0.4.0 pillar_1.4.2 glue_1.3.1 -[13] withr_2.1.2 BiocParallel_1.20.1 modelr_0.1.4 readxl_1.3.1 -[17] munsell_0.5.0 gtable_0.3.0 cellranger_1.1.0 rvest_0.3.4 -[21] evaluate_0.14 labeling_0.3 knitr_1.23 parallel_3.6.0 -[25] broom_0.5.2 Rcpp_1.0.1 backports_1.1.4 scales_1.0.0 -[29] jsonlite_1.6 hms_0.4.2 digest_0.6.20 stringi_1.4.3 -[33] grid_3.6.0 cowplot_0.9.4 cli_1.1.0 tools_3.6.0 -[37] magrittr_1.5 lazyeval_0.2.2 crayon_1.3.4 pkgconfig_2.0.2 -[41] Matrix_1.2-17 data.table_1.12.2 xml2_1.2.0 lubridate_1.7.4 -[45] assertthat_0.2.1 rmarkdown_1.13 httr_1.4.0 rstudioapi_0.10 -[49] R6_2.4.0 nlme_3.1-140 compiler_3.6.0
+ [1] colorspace_1.4-1 biovizBase_1.34.1 + [3] htmlTable_1.13.1 XVector_0.26.0 + [5] GenomicRanges_1.38.0 base64enc_0.1-3 + [7] dichromat_2.0-0 rstudioapi_0.10 + [9] bit64_0.9-7 fansi_0.4.0 + [11] AnnotationDbi_1.48.0 lubridate_1.7.4 + [13] xml2_1.2.0 splines_3.6.0 + [15] ggbio_1.34.0 knitr_1.23 + [17] zeallot_0.1.0 Formula_1.2-3 + [19] jsonlite_1.6 colorblindr_0.1.0 + [21] Rsamtools_2.2.1 broom_0.5.2 + [23] dbplyr_1.4.2 cluster_2.1.0 + [25] graph_1.62.0 BiocManager_1.30.4 + [27] compiler_3.6.0 httr_1.4.0 + [29] backports_1.1.4 assertthat_0.2.1 + [31] Matrix_1.2-17 lazyeval_0.2.2 + [33] cli_1.1.0 acepack_1.4.1 + [35] htmltools_0.3.6 prettyunits_1.0.2 + [37] tools_3.6.0 gtable_0.3.0 + [39] glue_1.3.1 GenomeInfoDbData_1.2.2 + [41] reshape2_1.4.3 rappdirs_0.3.1 + [43] Rcpp_1.0.1 Biobase_2.46.0 + [45] cellranger_1.1.0 vctrs_0.1.0 + [47] Biostrings_2.54.0 gdata_2.18.0 + [49] nlme_3.1-140 rtracklayer_1.46.0 + [51] xfun_0.8 rvest_0.3.4 + [53] ensembldb_2.10.2 gtools_3.8.1 + [55] XML_3.98-1.20 zlibbioc_1.32.0 + [57] scales_1.0.0 BSgenome_1.54.0 + [59] VariantAnnotation_1.32.0 ProtGenerics_1.18.0 + [61] hms_0.4.2 RBGL_1.62.1 + [63] parallel_3.6.0 SummarizedExperiment_1.16.1 + [65] AnnotationFilter_1.10.0 RColorBrewer_1.1-2 + [67] curl_3.3 yaml_2.2.0 + [69] memoise_1.1.0 gridExtra_2.3 + [71] biomaRt_2.42.0 rpart_4.1-15 + [73] reshape_0.8.8 latticeExtra_0.6-28 + [75] stringi_1.4.3 RSQLite_2.1.1 + [77] S4Vectors_0.24.1 checkmate_1.9.4 + [79] caTools_1.17.1.2 GenomicFeatures_1.38.0 + [81] BiocGenerics_0.32.0 BiocParallel_1.20.1 + [83] GenomeInfoDb_1.22.0 rlang_0.4.0 + [85] pkgconfig_2.0.2 matrixStats_0.55.0 + [87] bitops_1.0-6 evaluate_0.14 + [89] lattice_0.20-38 GenomicAlignments_1.22.1 + [91] htmlwidgets_1.3 labeling_0.3 + [93] cowplot_0.9.4 bit_1.1-14 + [95] tidyselect_0.2.5 GGally_1.4.0 + [97] plyr_1.8.4 magrittr_1.5 + [99] R6_2.4.0 gplots_3.0.1.1 +[101] IRanges_2.20.1 generics_0.0.2 +[103] Hmisc_4.2-0 DelayedArray_0.12.2 +[105] DBI_1.0.0 pillar_1.4.2 +[107] haven_2.1.1 foreign_0.8-71 +[109] withr_2.1.2 survival_2.44-1.1 +[111] RCurl_1.95-4.12 nnet_7.3-12 +[113] modelr_0.1.4 crayon_1.3.4 +[115] utf8_1.1.4 KernSmooth_2.23-15 +[117] OrganismDbi_1.28.0 BiocFileCache_1.10.2 +[119] rmarkdown_1.13 progress_1.2.2 +[121] grid_3.6.0 readxl_1.3.1 +[123] data.table_1.12.2 blob_1.1.1 +[125] digest_0.6.20 openssl_1.4 +[127] stats4_3.6.0 munsell_0.5.0 +[129] askpass_1.1
-
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+
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Savonen for ALSF - CCDL + +cdf_plot <- function(df = tmb_tcga, + plot_title, + num_col, + group_col, + color = "black", + n_group = 5, + x_lim = c(-1.2, 1.2), + y_lim = c(0, 30000), + x_lab, + y_lab) { + # For a data.frame, create a Cummulative distribution function plot of the + # `num_col` and `group_col` column data provided. + # + # Args: + # df: a data.frame that includes the columns specified in `group_col` and + # `num_col`. + # plot_title: A string to be passed to ggplot2::ggtitle() + # group_col: a character string that indicates what column should be used to + # group and facet_wrap the CDF plot. + # num_col: a character string that indicates what column of numeric data + # should be plotted. + # color: What color should the points be. Will be passed to `geom_point`. + # n_group: What is the minimum number of samples needed when grouping by + # group_col to include in the plot? Default is 5. + # x_lim: a numeric vector of length two to be used as minimum and maximum x + # axis limits + # y_lim: a numeric vector of length two to be used as minimum and maximum y + # axis limits + # x_lab: a string to be passed to ggplot2::xlab() for an x-axis label + # y_lab: a string to be passed to ggplot2::ylab() for an y-axis label + # + # + # Returns: + # A CDF plot of the num_col and group_col column data provided. + + # List the columns we need + needed_cols <- c(num_col, group_col) + + # Get logical vector indicating which are in metadata + found_cols <- (needed_cols %in% colnames(df)) + + # If not all the columns are found, stop + if (!all(found_cols)) { + stop(cat( + "The following column names specified for the CDF plot: \n", + paste(needed_cols[which(found_cols)], collapse = "\n"), + "\n ...were not found in the specified data.frame.", + "Check your `num_col` and `group_col` arguments." + )) + } + # Make sure this is a data.frame + df <- df %>% + as.data.frame(stringsAsFactors = FALSE) + + # Pull out this data + group_var <- df %>% + dplyr::pull(!!group_col) + + # Pull out this data + num_var <- df %>% + dplyr::pull(!!num_col) + + df <- df %>% + # We only really need these two variables from data.frame + dplyr::transmute(group = tools::toTitleCase(group_var), + number = as.numeric(num_var)) %>% + # Group by specified column + dplyr::group_by(group) %>% + # Only keep groups with the specified minimum number of samples + dplyr::filter(dplyr::n() > n_group) %>% + # Calculate group mean + dplyr::mutate( + group_median = median(number), + group_rank = rank(number, ties.method = "first") / dplyr::n(), + sample_size = paste0("n = ", dplyr::n()) + ) %>% + dplyr::ungroup() %>% + dplyr::mutate(group = reorder(group, group_median)) %>% + # Now we will plot these as cummulative distribution plots + ggplot2::ggplot(ggplot2::aes( + x = group_rank, + y = number + )) + + ggplot2::geom_point(color = color) + + # Add summary line for mean + ggplot2::geom_segment( + x = 0, xend = 1, color = "grey", + ggplot2::aes(y = group_median, yend = group_median) + ) + + # Separate by histology + ggplot2::facet_wrap(~ {{group_col}} + sample_size, nrow = 1, strip.position = "bottom") + + ggplot2::theme_classic() + + ggplot2::xlab(x_lab) + + ggplot2::ylab(y_lab) + + # Transform to log10 make non-log y-axis labels + ggplot2::scale_y_continuous(trans = "log1p", + limits = y_lim) + + ggplot2::scale_x_continuous(limits = x_lim) + + # Making it pretty + ggplot2::theme(legend.position = "none") + + ggplot2::theme( + axis.text.x = ggplot2::element_blank(), + axis.ticks.x = ggplot2::element_blank(), + strip.placement = "outside", + strip.text = ggplot2::element_text(size = 10, angle = 90, hjust = 1), + strip.background = ggplot2::element_rect(fill = NA, color = NA) + ) + + ggplot2::ggtitle(plot_title) +} diff --git a/analyses/tmb-compare-tcga/util/tmb-plot-function.R b/analyses/tmb-compare-tcga/util/tmb-plot-function.R deleted file mode 100644 index 89aee9b804..0000000000 --- a/analyses/tmb-compare-tcga/util/tmb-plot-function.R +++ /dev/null @@ -1,65 +0,0 @@ -# Function for TMB CDF plot -# -# C. Savonen for ALSF - CCDL - -tmb_cdf_plot <- function(tmb_df, - plot_title, - color, - n_group) { - # Print CDF TMB plot - # - # Args: - # tmb_df: a data.frame with `tmb` and `short_histology` as column names. - # plot_title: A string to be passed to "ggtitle". - # color: What color should the points be. Will be passed to `geom_point`. - # n_group: What is the minimum number of samples needed in a histology group - # for it to be plotted. - # - # Returns: - # A CDF plot of TMB with histology - tmb_df %>% - as.data.frame() %>% - dplyr::mutate(short_histology = tools::toTitleCase(short_histology)) %>% - # Only plot histologies groups with more than `min_samples` number of samples - dplyr::group_by(short_histology, add = TRUE) %>% - # Only keep groups with this amount of samples - dplyr::filter(dplyr::n() > n_group) %>% - # Calculate histology group mean - dplyr::mutate( - hist_median = median(tmb), - hist_rank = rank(tmb, ties.method = "first") / dplyr::n(), - sample_size = paste0("n = ", dplyr::n()) - ) %>% - dplyr::ungroup() %>% - dplyr::mutate(short_histology = reorder(short_histology, hist_median)) %>% - # Now we will plot these as cummulative distribution plots - ggplot2::ggplot(ggplot2::aes( - x = hist_rank, - y = tmb - )) + - ggplot2::geom_point(color = color) + - # Add summary line for mean - ggplot2::geom_segment( - x = 0, xend = 1, color = "grey", - ggplot2::aes(y = hist_median, yend = hist_median) - ) + - # Separate by histology - ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = "bottom") + - ggplot2::theme_classic() + - ggplot2::xlab("") + - ggplot2::ylab("Coding mutations per Mb") + - # Transform to log10 make non-log y-axis labels - ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30, 100, 1000, 10000, 30000), - limits = c(0, 30000)) + - ggplot2::scale_x_continuous(limits = c(-0.2, 1.2), breaks = c()) + - # Making it pretty - ggplot2::theme(legend.position = "none") + - ggplot2::theme( - axis.text.x = ggplot2::element_blank(), - axis.ticks.x = ggplot2::element_blank(), - strip.placement = "outside", - strip.text = ggplot2::element_text(size = 10, angle = 90, hjust = 1), - strip.background = ggplot2::element_rect(fill = NA, color = NA) - ) + - ggplot2::ggtitle(plot_title) -} From 5254372284ee4927f821f57de8ff795c12b9444d Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Mon, 9 Mar 2020 17:16:12 -0400 Subject: [PATCH 07/12] relinter and refresh notebook --- analyses/tmb-compare-tcga/compare-tmb.Rmd | 87 ++--- analyses/tmb-compare-tcga/compare-tmb.nb.html | 329 +++++++++++------- .../tmb-compare-tcga/util/cdf-plot-function.R | 72 ++-- 3 files changed, 294 insertions(+), 194 deletions(-) diff --git a/analyses/tmb-compare-tcga/compare-tmb.Rmd b/analyses/tmb-compare-tcga/compare-tmb.Rmd index f0a8b11d36..3ed153a3be 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.Rmd +++ b/analyses/tmb-compare-tcga/compare-tmb.Rmd @@ -63,24 +63,28 @@ Read in the consensus TMB file. ```{r} # TODO: update if the this tmb consensus file gets updated in a future data release -tmb_pbta <- data.table::fread(file.path("..", - "snv-callers", - "results", - "consensus", - "pbta-snv-mutation-tmb-coding.tsv")) %>% - # This variable is weird when binding but we don't need it for the plot so we'll just remove it. - dplyr::select(-genome_size) %>% +tmb_pbta <- data.table::fread(file.path( + "..", + "snv-callers", + "results", + "consensus", + "pbta-snv-mutation-tmb-coding.tsv" +)) %>% + # This variable is weird when binding but we don't need it for the plot so we'll just remove it. + dplyr::select(-genome_size) %>% dplyr::filter(experimental_strategy != "Panel") ``` ```{r} # TODO: update if this tmb consensus file gets updated in a future data release -tmb_tcga <- data.table::fread(file.path("..", - "snv-callers", - "results", - "consensus", - "tcga-snv-mutation-tmb-coding.tsv")) %>% +tmb_tcga <- data.table::fread(file.path( + "..", + "snv-callers", + "results", + "consensus", + "tcga-snv-mutation-tmb-coding.tsv" +)) %>% dplyr::select(-genome_size) ``` @@ -89,38 +93,42 @@ tmb_tcga <- data.table::fread(file.path("..", Plot each dataset as its own CDF plot. ```{r} -pbta_plot <- cdf_plot(df = tmb_pbta, - plot_title = "PBTA", - num_col = "tmb", - group_col = "short_histology", - color = "#3BC8A2", - n_group = 5, - x_lim = c(-1.2, 1.2), - y_lim = c(0, 30000), - x_lab = "", - y_lab = "Coding Mutations per Mb") + - ggplot2::theme( +pbta_plot <- cdf_plot( + df = tmb_pbta, + plot_title = "PBTA", + num_col = "tmb", + group_col = "short_histology", + color = "#3BC8A2", + n_group = 5, + x_lim = c(-1.2, 1.2), + y_lim = c(0, 30000), + x_lab = "", + y_lab = "Coding Mutations per Mb" +) + + ggplot2::theme( strip.text.x = ggplot2::element_text(size = 12) - ) + ) ``` ```{r} -tcga_plot <- cdf_plot(df = tmb_tcga, - plot_title = "TCGA (Adult)", - num_col = "tmb", - group_col = "short_histology", - color = "#3BC8A2", - n_group = 5, - x_lim = c(-1.2, 1.2), - y_lim = c(0, 30000), - x_lab = "", - y_lab = "Coding Mutations per Mb") + - ggplot2::theme( +tcga_plot <- cdf_plot( + df = tmb_tcga, + plot_title = "TCGA (Adult)", + num_col = "tmb", + group_col = "short_histology", + color = "#3BC8A2", + n_group = 5, + x_lim = c(-1.2, 1.2), + y_lim = c(0, 30000), + x_lab = "", + y_lab = "Coding Mutations per Mb" +) + + ggplot2::theme( axis.title.y = ggplot2::element_blank(), axis.text.y = ggplot2::element_blank(), axis.ticks.y = ggplot2::element_blank(), strip.text.x = ggplot2::element_text(size = 9) - ) + ) ``` Combine both TMB data.frames into one plot @@ -132,15 +140,16 @@ tmb_plot <- cowplot::plot_grid(pbta_plot, tcga_plot, axis = "left", rel_widths = c(2.5, 1), label_size = 12 - ) +) ``` Save this final plot to a png file. ```{r} # Save the plot to a png -cowplot::save_plot(file.path(plots_dir, "tmb-cdf-pbta-tcga.png"), - plot = tmb_plot, base_width = 35, base_height = 20, unit = "cm") +cowplot::save_plot(file.path(plots_dir, "tmb-cdf-pbta-tcga.png"), + plot = tmb_plot, base_width = 35, base_height = 20, unit = "cm" +) ``` Print from png so rendering is smoother diff --git a/analyses/tmb-compare-tcga/compare-tmb.nb.html b/analyses/tmb-compare-tcga/compare-tmb.nb.html index 61e61707a1..8d7ced5177 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.nb.html +++ b/analyses/tmb-compare-tcga/compare-tmb.nb.html @@ -3001,28 +3001,32 @@

Set up consensus data

Read in the consensus TMB file.

- +
# TODO: update if the this tmb consensus file gets updated in a future data release
-tmb_pbta <- data.table::fread(file.path("..", 
-                                        "snv-callers",
-                                        "results",
-                                        "consensus", 
-                                        "pbta-snv-mutation-tmb-coding.tsv")) %>% 
-  # This variable is weird when binding but we don't need it for the plot so we'll just remove it. 
-  dplyr::select(-genome_size) %>% 
+tmb_pbta <- data.table::fread(file.path(
+  "..",
+  "snv-callers",
+  "results",
+  "consensus",
+  "pbta-snv-mutation-tmb-coding.tsv"
+)) %>%
+  # This variable is weird when binding but we don't need it for the plot so we'll just remove it.
+  dplyr::select(-genome_size) %>%
   dplyr::filter(experimental_strategy != "Panel")
- +
# TODO: update if this tmb consensus file gets updated in a future data release
-tmb_tcga <- data.table::fread(file.path("..", 
-                                        "snv-callers",
-                                        "results",
-                                        "consensus",
-                                        "tcga-snv-mutation-tmb-coding.tsv")) %>% 
+tmb_tcga <- data.table::fread(file.path(
+  "..",
+  "snv-callers",
+  "results",
+  "consensus",
+  "tcga-snv-mutation-tmb-coding.tsv"
+)) %>%
   dplyr::select(-genome_size)
@@ -3033,66 +3037,71 @@

Plot the TMB as a CDF plot

Plot each dataset as its own CDF plot.

- -
pbta_plot <- cdf_plot(df = tmb_pbta,
-                      plot_title = "PBTA",
-                      num_col = "tmb", 
-                      group_col = "short_histology", 
-                      color = "#3BC8A2", 
-                      n_group = 5,
-                      x_lim = c(-1.2, 1.2), 
-                      y_lim = c(0, 30000), 
-                      x_lab = "",
-                      y_lab = "Coding Mutations per Mb") +
-    ggplot2::theme(
+
+
pbta_plot <- cdf_plot(
+  df = tmb_pbta,
+  plot_title = "PBTA",
+  num_col = "tmb",
+  group_col = "short_histology",
+  color = "#3BC8A2",
+  n_group = 5,
+  x_lim = c(-1.2, 1.2),
+  y_lim = c(0, 30000),
+  x_lab = "",
+  y_lab = "Coding Mutations per Mb"
+) +
+  ggplot2::theme(
     strip.text.x = ggplot2::element_text(size = 12)
-    )
+ )
- -
tcga_plot <- cdf_plot(df = tmb_tcga,
-                      plot_title = "TCGA (Adult)",
-                      num_col = "tmb", 
-                      group_col = "short_histology", 
-                      color = "#3BC8A2", 
-                      n_group = 5,
-                      x_lim = c(-1.2, 1.2), 
-                      y_lim = c(0, 30000), 
-                      x_lab = "",
-                      y_lab = "Coding Mutations per Mb") +
-    ggplot2::theme(
+
+
tcga_plot <- cdf_plot(
+  df = tmb_tcga,
+  plot_title = "TCGA (Adult)",
+  num_col = "tmb",
+  group_col = "short_histology",
+  color = "#3BC8A2",
+  n_group = 5,
+  x_lim = c(-1.2, 1.2),
+  y_lim = c(0, 30000),
+  x_lab = "",
+  y_lab = "Coding Mutations per Mb"
+) +
+  ggplot2::theme(
     axis.title.y = ggplot2::element_blank(),
     axis.text.y = ggplot2::element_blank(),
     axis.ticks.y = ggplot2::element_blank(),
     strip.text.x = ggplot2::element_text(size = 9)
-  ) 
+ )

Combine both TMB data.frames into one plot

- +
# Put the plots together
 tmb_plot <- cowplot::plot_grid(pbta_plot, tcga_plot,
   align = "v",
   axis = "left",
   rel_widths = c(2.5, 1),
   label_size = 12
-  )
+)

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Save this final plot to a png file.

- +
# Save the plot to a png
-cowplot::save_plot(file.path(plots_dir, "tmb-cdf-pbta-tcga.png"), 
-                   plot = tmb_plot, base_width = 35, base_height = 20, unit = "cm")
+cowplot::save_plot(file.path(plots_dir, "tmb-cdf-pbta-tcga.png"), + plot = tmb_plot, base_width = 35, base_height = 20, unit = "cm" +)
@@ -3105,7 +3114,7 @@

Session Info

sessionInfo()
- +
R version 3.6.0 (2019-04-26)
 Platform: x86_64-pc-linux-gnu (64-bit)
 Running under: Debian GNU/Linux 9 (stretch)
@@ -3114,93 +3123,167 @@ 

Session Info

BLAS/LAPACK: /usr/lib/libopenblasp-r0.2.19.so locale: - [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C - [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 - [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=C - [7] LC_PAPER=en_US.UTF-8 LC_NAME=C - [9] LC_ADDRESS=C LC_TELEPHONE=C -[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C + [1] LC_CTYPE=en_US.UTF-8 + [2] LC_NUMERIC=C + [3] LC_TIME=en_US.UTF-8 + [4] LC_COLLATE=en_US.UTF-8 + [5] LC_MONETARY=en_US.UTF-8 + [6] LC_MESSAGES=C + [7] LC_PAPER=en_US.UTF-8 + [8] LC_NAME=C + [9] LC_ADDRESS=C +[10] LC_TELEPHONE=C +[11] LC_MEASUREMENT=en_US.UTF-8 +[12] LC_IDENTIFICATION=C attached base packages: -[1] stats graphics grDevices utils datasets methods base +[1] stats graphics grDevices utils datasets +[6] methods base other attached packages: - [1] forcats_0.4.0 stringr_1.4.0 dplyr_0.8.3 - [4] purrr_0.3.2 readr_1.3.1 tidyr_0.8.3 - [7] tibble_2.1.3 ggplot2_3.2.0 tidyverse_1.2.1 -[10] deconstructSigs_1.8.0 + [1] forcats_0.4.0 stringr_1.4.0 + [3] dplyr_0.8.3 purrr_0.3.2 + [5] readr_1.3.1 tidyr_0.8.3 + [7] tibble_2.1.3 ggplot2_3.2.0 + [9] tidyverse_1.2.1 deconstructSigs_1.8.0 loaded via a namespace (and not attached): - [1] colorspace_1.4-1 biovizBase_1.34.1 - [3] htmlTable_1.13.1 XVector_0.26.0 - [5] GenomicRanges_1.38.0 base64enc_0.1-3 - [7] dichromat_2.0-0 rstudioapi_0.10 - [9] bit64_0.9-7 fansi_0.4.0 - [11] AnnotationDbi_1.48.0 lubridate_1.7.4 - [13] xml2_1.2.0 splines_3.6.0 - [15] ggbio_1.34.0 knitr_1.23 - [17] zeallot_0.1.0 Formula_1.2-3 - [19] jsonlite_1.6 colorblindr_0.1.0 - [21] Rsamtools_2.2.1 broom_0.5.2 - [23] dbplyr_1.4.2 cluster_2.1.0 - [25] graph_1.62.0 BiocManager_1.30.4 - [27] compiler_3.6.0 httr_1.4.0 - [29] backports_1.1.4 assertthat_0.2.1 - [31] Matrix_1.2-17 lazyeval_0.2.2 - [33] cli_1.1.0 acepack_1.4.1 - [35] htmltools_0.3.6 prettyunits_1.0.2 - [37] tools_3.6.0 gtable_0.3.0 - [39] glue_1.3.1 GenomeInfoDbData_1.2.2 - [41] reshape2_1.4.3 rappdirs_0.3.1 - [43] Rcpp_1.0.1 Biobase_2.46.0 - [45] cellranger_1.1.0 vctrs_0.1.0 - [47] Biostrings_2.54.0 gdata_2.18.0 - [49] nlme_3.1-140 rtracklayer_1.46.0 - [51] xfun_0.8 rvest_0.3.4 - [53] ensembldb_2.10.2 gtools_3.8.1 - [55] XML_3.98-1.20 zlibbioc_1.32.0 - [57] scales_1.0.0 BSgenome_1.54.0 - [59] VariantAnnotation_1.32.0 ProtGenerics_1.18.0 - [61] hms_0.4.2 RBGL_1.62.1 - [63] parallel_3.6.0 SummarizedExperiment_1.16.1 - [65] AnnotationFilter_1.10.0 RColorBrewer_1.1-2 - [67] curl_3.3 yaml_2.2.0 - [69] memoise_1.1.0 gridExtra_2.3 - [71] biomaRt_2.42.0 rpart_4.1-15 - [73] reshape_0.8.8 latticeExtra_0.6-28 - [75] stringi_1.4.3 RSQLite_2.1.1 - [77] S4Vectors_0.24.1 checkmate_1.9.4 - [79] caTools_1.17.1.2 GenomicFeatures_1.38.0 - [81] BiocGenerics_0.32.0 BiocParallel_1.20.1 - [83] GenomeInfoDb_1.22.0 rlang_0.4.0 - [85] pkgconfig_2.0.2 matrixStats_0.55.0 - [87] bitops_1.0-6 evaluate_0.14 - [89] lattice_0.20-38 GenomicAlignments_1.22.1 - [91] htmlwidgets_1.3 labeling_0.3 - [93] cowplot_0.9.4 bit_1.1-14 - [95] tidyselect_0.2.5 GGally_1.4.0 - [97] plyr_1.8.4 magrittr_1.5 - [99] R6_2.4.0 gplots_3.0.1.1 -[101] IRanges_2.20.1 generics_0.0.2 -[103] Hmisc_4.2-0 DelayedArray_0.12.2 -[105] DBI_1.0.0 pillar_1.4.2 -[107] haven_2.1.1 foreign_0.8-71 -[109] withr_2.1.2 survival_2.44-1.1 -[111] RCurl_1.95-4.12 nnet_7.3-12 -[113] modelr_0.1.4 crayon_1.3.4 -[115] utf8_1.1.4 KernSmooth_2.23-15 -[117] OrganismDbi_1.28.0 BiocFileCache_1.10.2 -[119] rmarkdown_1.13 progress_1.2.2 -[121] grid_3.6.0 readxl_1.3.1 -[123] data.table_1.12.2 blob_1.1.1 -[125] digest_0.6.20 openssl_1.4 -[127] stats4_3.6.0 munsell_0.5.0 -[129] askpass_1.1
+ [1] colorspace_1.4-1 + [2] biovizBase_1.34.1 + [3] htmlTable_1.13.1 + [4] XVector_0.26.0 + [5] GenomicRanges_1.38.0 + [6] base64enc_0.1-3 + [7] dichromat_2.0-0 + [8] rstudioapi_0.10 + [9] bit64_0.9-7 + [10] fansi_0.4.0 + [11] AnnotationDbi_1.48.0 + [12] lubridate_1.7.4 + [13] xml2_1.2.0 + [14] splines_3.6.0 + [15] ggbio_1.34.0 + [16] knitr_1.23 + [17] zeallot_0.1.0 + [18] Formula_1.2-3 + [19] jsonlite_1.6 + [20] colorblindr_0.1.0 + [21] Rsamtools_2.2.1 + [22] broom_0.5.2 + [23] dbplyr_1.4.2 + [24] cluster_2.1.0 + [25] graph_1.62.0 + [26] BiocManager_1.30.4 + [27] compiler_3.6.0 + [28] httr_1.4.0 + [29] backports_1.1.4 + [30] assertthat_0.2.1 + [31] Matrix_1.2-17 + [32] lazyeval_0.2.2 + [33] cli_1.1.0 + [34] acepack_1.4.1 + [35] htmltools_0.3.6 + [36] prettyunits_1.0.2 + [37] tools_3.6.0 + [38] gtable_0.3.0 + [39] glue_1.3.1 + [40] GenomeInfoDbData_1.2.2 + [41] reshape2_1.4.3 + [42] rappdirs_0.3.1 + [43] Rcpp_1.0.1 + [44] Biobase_2.46.0 + [45] styler_1.1.1 + [46] cellranger_1.1.0 + [47] vctrs_0.1.0 + [48] Biostrings_2.54.0 + [49] gdata_2.18.0 + [50] nlme_3.1-140 + [51] rtracklayer_1.46.0 + [52] xfun_0.8 + [53] rvest_0.3.4 + [54] ensembldb_2.10.2 + [55] gtools_3.8.1 + [56] XML_3.98-1.20 + [57] zlibbioc_1.32.0 + [58] scales_1.0.0 + [59] BSgenome_1.54.0 + [60] VariantAnnotation_1.32.0 + [61] ProtGenerics_1.18.0 + [62] hms_0.4.2 + [63] RBGL_1.62.1 + [64] parallel_3.6.0 + [65] SummarizedExperiment_1.16.1 + [66] rematch2_2.0.1 + [67] AnnotationFilter_1.10.0 + [68] RColorBrewer_1.1-2 + [69] curl_3.3 + [70] yaml_2.2.0 + [71] memoise_1.1.0 + [72] gridExtra_2.3 + [73] biomaRt_2.42.0 + [74] rpart_4.1-15 + [75] reshape_0.8.8 + [76] latticeExtra_0.6-28 + [77] stringi_1.4.3 + [78] RSQLite_2.1.1 + [79] S4Vectors_0.24.1 + [80] checkmate_1.9.4 + [81] caTools_1.17.1.2 + [82] GenomicFeatures_1.38.0 + [83] BiocGenerics_0.32.0 + [84] BiocParallel_1.20.1 + [85] GenomeInfoDb_1.22.0 + [86] rlang_0.4.0 + [87] pkgconfig_2.0.2 + [88] matrixStats_0.55.0 + [89] bitops_1.0-6 + [90] evaluate_0.14 + [91] lattice_0.20-38 + [92] GenomicAlignments_1.22.1 + [93] htmlwidgets_1.3 + [94] labeling_0.3 + [95] cowplot_0.9.4 + [96] bit_1.1-14 + [97] tidyselect_0.2.5 + [98] GGally_1.4.0 + [99] plyr_1.8.4 +[100] magrittr_1.5 +[101] R6_2.4.0 +[102] gplots_3.0.1.1 +[103] IRanges_2.20.1 +[104] generics_0.0.2 +[105] Hmisc_4.2-0 +[106] DelayedArray_0.12.2 +[107] DBI_1.0.0 +[108] pillar_1.4.2 +[109] haven_2.1.1 +[110] foreign_0.8-71 +[111] withr_2.1.2 +[112] survival_2.44-1.1 +[113] RCurl_1.95-4.12 +[114] nnet_7.3-12 +[115] modelr_0.1.4 +[116] crayon_1.3.4 +[117] utf8_1.1.4 +[118] KernSmooth_2.23-15 +[119] OrganismDbi_1.28.0 +[120] BiocFileCache_1.10.2 +[121] rmarkdown_1.13 +[122] progress_1.2.2 +[123] grid_3.6.0 +[124] readxl_1.3.1 +[125] data.table_1.12.2 +[126] blob_1.1.1 +[127] digest_0.6.20 +[128] openssl_1.4 +[129] stats4_3.6.0 +[130] munsell_0.5.0 +[131] askpass_1.1
-
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diff --git a/analyses/tmb-compare-tcga/util/cdf-plot-function.R b/analyses/tmb-compare-tcga/util/cdf-plot-function.R index 83d582e950..e9e30ce75c 100644 --- a/analyses/tmb-compare-tcga/util/cdf-plot-function.R +++ b/analyses/tmb-compare-tcga/util/cdf-plot-function.R @@ -4,45 +4,45 @@ cdf_plot <- function(df = tmb_tcga, plot_title, - num_col, - group_col, - color = "black", + num_col, + group_col, + color = "black", n_group = 5, - x_lim = c(-1.2, 1.2), - y_lim = c(0, 30000), + x_lim = c(-1.2, 1.2), + y_lim = c(0, 30000), x_lab, y_lab) { - # For a data.frame, create a Cummulative distribution function plot of the + # For a data.frame, create a Cummulative distribution function plot of the # `num_col` and `group_col` column data provided. # # Args: - # df: a data.frame that includes the columns specified in `group_col` and + # df: a data.frame that includes the columns specified in `group_col` and # `num_col`. # plot_title: A string to be passed to ggplot2::ggtitle() - # group_col: a character string that indicates what column should be used to + # group_col: a character string that indicates what column should be used to # group and facet_wrap the CDF plot. - # num_col: a character string that indicates what column of numeric data - # should be plotted. - # color: What color should the points be. Will be passed to `geom_point`. - # n_group: What is the minimum number of samples needed when grouping by - # group_col to include in the plot? Default is 5. - # x_lim: a numeric vector of length two to be used as minimum and maximum x - # axis limits - # y_lim: a numeric vector of length two to be used as minimum and maximum y - # axis limits + # num_col: a character string that indicates what column of numeric data + # should be plotted. + # color: What color should the points be. Will be passed to `geom_point`. + # n_group: What is the minimum number of samples needed when grouping by + # group_col to include in the plot? Default is 5. + # x_lim: a numeric vector of length two to be used as minimum and maximum x + # axis limits + # y_lim: a numeric vector of length two to be used as minimum and maximum y + # axis limits # x_lab: a string to be passed to ggplot2::xlab() for an x-axis label # y_lab: a string to be passed to ggplot2::ylab() for an y-axis label - # + # # # Returns: - # A CDF plot of the num_col and group_col column data provided. - + # A CDF plot of the num_col and group_col column data provided. + # List the columns we need needed_cols <- c(num_col, group_col) - + # Get logical vector indicating which are in metadata found_cols <- (needed_cols %in% colnames(df)) - + # If not all the columns are found, stop if (!all(found_cols)) { stop(cat( @@ -53,21 +53,23 @@ cdf_plot <- function(df = tmb_tcga, )) } # Make sure this is a data.frame - df <- df %>% - as.data.frame(stringsAsFactors = FALSE) - + df <- df %>% + as.data.frame(stringsAsFactors = FALSE) + # Pull out this data group_var <- df %>% dplyr::pull(!!group_col) - + # Pull out this data num_var <- df %>% dplyr::pull(!!num_col) - + df <- df %>% # We only really need these two variables from data.frame - dplyr::transmute(group = tools::toTitleCase(group_var), - number = as.numeric(num_var)) %>% + dplyr::transmute( + group = tools::toTitleCase(group_var), + number = as.numeric(num_var) + ) %>% # Group by specified column dplyr::group_by(group) %>% # Only keep groups with the specified minimum number of samples @@ -92,13 +94,19 @@ cdf_plot <- function(df = tmb_tcga, ggplot2::aes(y = group_median, yend = group_median) ) + # Separate by histology - ggplot2::facet_wrap(~ {{group_col}} + sample_size, nrow = 1, strip.position = "bottom") + + ggplot2::facet_wrap(~ { + { + group_col + } + } + sample_size, nrow = 1, strip.position = "bottom") + ggplot2::theme_classic() + ggplot2::xlab(x_lab) + ggplot2::ylab(y_lab) + # Transform to log10 make non-log y-axis labels - ggplot2::scale_y_continuous(trans = "log1p", - limits = y_lim) + + ggplot2::scale_y_continuous( + trans = "log1p", + limits = y_lim + ) + ggplot2::scale_x_continuous(limits = x_lim) + # Making it pretty ggplot2::theme(legend.position = "none") + From ae3074732668bf09ad3c0b73b682c63d15cd71c0 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Mon, 9 Mar 2020 20:42:12 -0400 Subject: [PATCH 08/12] documentation changes per @jaclyn-taroni 's review --- analyses/tmb-compare-tcga/util/cdf-plot-function.R | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/analyses/tmb-compare-tcga/util/cdf-plot-function.R b/analyses/tmb-compare-tcga/util/cdf-plot-function.R index e9e30ce75c..a2d8502ced 100644 --- a/analyses/tmb-compare-tcga/util/cdf-plot-function.R +++ b/analyses/tmb-compare-tcga/util/cdf-plot-function.R @@ -14,6 +14,8 @@ cdf_plot <- function(df = tmb_tcga, y_lab) { # For a data.frame, create a Cummulative distribution function plot of the # `num_col` and `group_col` column data provided. + # Groups in group_col will be plotted separately and reordered based on + # medians. Data is transformed for y-axis. # # Args: # df: a data.frame that includes the columns specified in `group_col` and @@ -74,7 +76,7 @@ cdf_plot <- function(df = tmb_tcga, dplyr::group_by(group) %>% # Only keep groups with the specified minimum number of samples dplyr::filter(dplyr::n() > n_group) %>% - # Calculate group mean + # Calculate group median dplyr::mutate( group_median = median(number), group_rank = rank(number, ties.method = "first") / dplyr::n(), @@ -82,13 +84,13 @@ cdf_plot <- function(df = tmb_tcga, ) %>% dplyr::ungroup() %>% dplyr::mutate(group = reorder(group, group_median)) %>% - # Now we will plot these as cummulative distribution plots + # Now we will plot these as cumulative distribution plots ggplot2::ggplot(ggplot2::aes( x = group_rank, y = number )) + ggplot2::geom_point(color = color) + - # Add summary line for mean + # Add summary line for median ggplot2::geom_segment( x = 0, xend = 1, color = "grey", ggplot2::aes(y = group_median, yend = group_median) From 674f56535e40a7b15615f025717b69a08170ca64 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Mon, 9 Mar 2020 20:45:10 -0400 Subject: [PATCH 09/12] Two more wording fixes --- analyses/tmb-compare-tcga/util/cdf-plot-function.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/analyses/tmb-compare-tcga/util/cdf-plot-function.R b/analyses/tmb-compare-tcga/util/cdf-plot-function.R index a2d8502ced..b90e9ce56b 100644 --- a/analyses/tmb-compare-tcga/util/cdf-plot-function.R +++ b/analyses/tmb-compare-tcga/util/cdf-plot-function.R @@ -1,4 +1,4 @@ -# Function for TMB CDF plot +# Function for CDF plot # # C. Savonen for ALSF - CCDL @@ -15,7 +15,7 @@ cdf_plot <- function(df = tmb_tcga, # For a data.frame, create a Cummulative distribution function plot of the # `num_col` and `group_col` column data provided. # Groups in group_col will be plotted separately and reordered based on - # medians. Data is transformed for y-axis. + # medians. Data is transformed to log10 for y-axis. # # Args: # df: a data.frame that includes the columns specified in `group_col` and From 03023d9ae51feaae87ef5bad6ba2258b0b07d71d Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Mon, 9 Mar 2020 20:46:37 -0400 Subject: [PATCH 10/12] Refresh notebook once more --- analyses/tmb-compare-tcga/compare-tmb.nb.html | 227 ++++++------------ .../tmb-compare-tcga/util/cdf-plot-function.R | 3 +- 2 files changed, 79 insertions(+), 151 deletions(-) diff --git a/analyses/tmb-compare-tcga/compare-tmb.nb.html b/analyses/tmb-compare-tcga/compare-tmb.nb.html index 8d7ced5177..5bd75f5dd3 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.nb.html +++ b/analyses/tmb-compare-tcga/compare-tmb.nb.html @@ -3114,7 +3114,7 @@

Session Info

sessionInfo()
- +
R version 3.6.0 (2019-04-26)
 Platform: x86_64-pc-linux-gnu (64-bit)
 Running under: Debian GNU/Linux 9 (stretch)
@@ -3123,161 +3123,88 @@ 

Session Info

BLAS/LAPACK: /usr/lib/libopenblasp-r0.2.19.so locale: - [1] LC_CTYPE=en_US.UTF-8 - [2] LC_NUMERIC=C - [3] LC_TIME=en_US.UTF-8 - [4] LC_COLLATE=en_US.UTF-8 - [5] LC_MONETARY=en_US.UTF-8 - [6] LC_MESSAGES=C - [7] LC_PAPER=en_US.UTF-8 - [8] LC_NAME=C - [9] LC_ADDRESS=C -[10] LC_TELEPHONE=C -[11] LC_MEASUREMENT=en_US.UTF-8 -[12] LC_IDENTIFICATION=C + [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C + [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 + [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=C + [7] LC_PAPER=en_US.UTF-8 LC_NAME=C + [9] LC_ADDRESS=C LC_TELEPHONE=C +[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C attached base packages: -[1] stats graphics grDevices utils datasets -[6] methods base +[1] stats graphics grDevices utils datasets methods base other attached packages: - [1] forcats_0.4.0 stringr_1.4.0 - [3] dplyr_0.8.3 purrr_0.3.2 - [5] readr_1.3.1 tidyr_0.8.3 - [7] tibble_2.1.3 ggplot2_3.2.0 - [9] tidyverse_1.2.1 deconstructSigs_1.8.0 + [1] forcats_0.4.0 stringr_1.4.0 dplyr_0.8.3 + [4] purrr_0.3.2 readr_1.3.1 tidyr_0.8.3 + [7] tibble_2.1.3 ggplot2_3.2.0 tidyverse_1.2.1 +[10] deconstructSigs_1.8.0 loaded via a namespace (and not attached): - [1] colorspace_1.4-1 - [2] biovizBase_1.34.1 - [3] htmlTable_1.13.1 - [4] XVector_0.26.0 - [5] GenomicRanges_1.38.0 - [6] base64enc_0.1-3 - [7] dichromat_2.0-0 - [8] rstudioapi_0.10 - [9] bit64_0.9-7 - [10] fansi_0.4.0 - [11] AnnotationDbi_1.48.0 - [12] lubridate_1.7.4 - [13] xml2_1.2.0 - [14] splines_3.6.0 - [15] ggbio_1.34.0 - [16] knitr_1.23 - [17] zeallot_0.1.0 - [18] Formula_1.2-3 - [19] jsonlite_1.6 - [20] colorblindr_0.1.0 - [21] Rsamtools_2.2.1 - [22] broom_0.5.2 - [23] dbplyr_1.4.2 - [24] cluster_2.1.0 - [25] graph_1.62.0 - [26] BiocManager_1.30.4 - [27] compiler_3.6.0 - [28] httr_1.4.0 - [29] backports_1.1.4 - [30] assertthat_0.2.1 - [31] Matrix_1.2-17 - [32] lazyeval_0.2.2 - [33] cli_1.1.0 - [34] acepack_1.4.1 - [35] htmltools_0.3.6 - [36] prettyunits_1.0.2 - [37] tools_3.6.0 - [38] gtable_0.3.0 - [39] glue_1.3.1 - [40] GenomeInfoDbData_1.2.2 - [41] reshape2_1.4.3 - [42] rappdirs_0.3.1 - [43] Rcpp_1.0.1 - [44] Biobase_2.46.0 - [45] styler_1.1.1 - [46] cellranger_1.1.0 - [47] vctrs_0.1.0 - [48] Biostrings_2.54.0 - [49] gdata_2.18.0 - [50] nlme_3.1-140 - [51] rtracklayer_1.46.0 - [52] xfun_0.8 - [53] rvest_0.3.4 - [54] ensembldb_2.10.2 - [55] gtools_3.8.1 - [56] XML_3.98-1.20 - [57] zlibbioc_1.32.0 - [58] scales_1.0.0 - [59] BSgenome_1.54.0 - [60] VariantAnnotation_1.32.0 - [61] ProtGenerics_1.18.0 - [62] hms_0.4.2 - [63] RBGL_1.62.1 - [64] parallel_3.6.0 - [65] SummarizedExperiment_1.16.1 - [66] rematch2_2.0.1 - [67] AnnotationFilter_1.10.0 - [68] RColorBrewer_1.1-2 - [69] curl_3.3 - [70] yaml_2.2.0 - [71] memoise_1.1.0 - [72] gridExtra_2.3 - [73] biomaRt_2.42.0 - [74] rpart_4.1-15 - [75] reshape_0.8.8 - [76] latticeExtra_0.6-28 - [77] stringi_1.4.3 - [78] RSQLite_2.1.1 - [79] S4Vectors_0.24.1 - [80] checkmate_1.9.4 - [81] caTools_1.17.1.2 - [82] GenomicFeatures_1.38.0 - [83] BiocGenerics_0.32.0 - [84] BiocParallel_1.20.1 - [85] GenomeInfoDb_1.22.0 - [86] rlang_0.4.0 - [87] pkgconfig_2.0.2 - [88] matrixStats_0.55.0 - [89] bitops_1.0-6 - [90] evaluate_0.14 - [91] lattice_0.20-38 - 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diff --git a/analyses/tmb-compare-tcga/util/cdf-plot-function.R b/analyses/tmb-compare-tcga/util/cdf-plot-function.R index b90e9ce56b..30af8d7ae9 100644 --- a/analyses/tmb-compare-tcga/util/cdf-plot-function.R +++ b/analyses/tmb-compare-tcga/util/cdf-plot-function.R @@ -1,8 +1,9 @@ # Function for CDF plot # # C. Savonen for ALSF - CCDL +# 2020 -cdf_plot <- function(df = tmb_tcga, +cdf_plot <- function(df, plot_title, num_col, group_col, From b5301b6d8e180eab509a4115ed98ffd33af851e9 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Mon, 9 Mar 2020 20:53:34 -0400 Subject: [PATCH 11/12] Fix color spec and re-run --- analyses/tmb-compare-tcga/compare-tmb.Rmd | 2 +- analyses/tmb-compare-tcga/compare-tmb.nb.html | 8 ++++---- .../plots/tmb-cdf-pbta-tcga.png | Bin 230983 -> 338753 bytes .../tmb-compare-tcga/util/cdf-plot-function.R | 6 +----- 4 files changed, 6 insertions(+), 10 deletions(-) diff --git a/analyses/tmb-compare-tcga/compare-tmb.Rmd b/analyses/tmb-compare-tcga/compare-tmb.Rmd index 3ed153a3be..54fdad84e2 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.Rmd +++ b/analyses/tmb-compare-tcga/compare-tmb.Rmd @@ -116,7 +116,7 @@ tcga_plot <- cdf_plot( plot_title = "TCGA (Adult)", num_col = "tmb", group_col = "short_histology", - color = "#3BC8A2", + color = "#630882", n_group = 5, x_lim = c(-1.2, 1.2), y_lim = c(0, 30000), diff --git a/analyses/tmb-compare-tcga/compare-tmb.nb.html b/analyses/tmb-compare-tcga/compare-tmb.nb.html index 5bd75f5dd3..06fc7b8fc5 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.nb.html +++ b/analyses/tmb-compare-tcga/compare-tmb.nb.html @@ -3058,13 +3058,13 @@

Plot the TMB as a CDF plot

- +
tcga_plot <- cdf_plot(
   df = tmb_tcga,
   plot_title = "TCGA (Adult)",
   num_col = "tmb",
   group_col = "short_histology",
-  color = "#3BC8A2",
+  color = "#630882",
   n_group = 5,
   x_lim = c(-1.2, 1.2),
   y_lim = c(0, 30000),
@@ -3105,7 +3105,7 @@ 

Plot the TMB as a CDF plot

-

Print from png so rendering is smoother TMB Plot

+

Print from png so rendering is smoother TMB Plot

Session Info

@@ -3210,7 +3210,7 @@

Session Info

-
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zMls>XFT?NIu)ryp4z>m)aMPwM$tmnr!mK2Hd9KwXG6a~3P+AEgJ_Uep&#&Ar zEj_wq$96@gqt74q^XE@5IG@QWVeN4}`vabj-%m+)cG9d4$^fU0g=cor7jr-w5Od

Plot the TMB as a CDF plot

Plot each dataset as its own CDF plot.

- +
pbta_plot <- cdf_plot(
   df = tmb_pbta,
   plot_title = "PBTA",
@@ -3048,7 +3048,8 @@ 

Plot the TMB as a CDF plot

x_lim = c(-1.2, 1.2), y_lim = c(0, 30000), x_lab = "", - y_lab = "Coding Mutations per Mb" + y_lab = "Coding Mutations per Mb", + breaks = c(0, 3, 10, 30, 100, 300, 1000, 3000, 10000, 30000) ) + ggplot2::theme( strip.text.x = ggplot2::element_text(size = 12) @@ -3058,7 +3059,7 @@

Plot the TMB as a CDF plot

- +
tcga_plot <- cdf_plot(
   df = tmb_tcga,
   plot_title = "TCGA (Adult)",
@@ -3069,7 +3070,8 @@ 

Plot the TMB as a CDF plot

x_lim = c(-1.2, 1.2), y_lim = c(0, 30000), x_lab = "", - y_lab = "Coding Mutations per Mb" + y_lab = "Coding Mutations per Mb", + breaks = c() ) + ggplot2::theme( axis.title.y = ggplot2::element_blank(), @@ -3105,7 +3107,7 @@

Plot the TMB as a CDF plot

-

Print from png so rendering is smoother TMB Plot

+

Print from png so rendering is smoother TMB Plot

Session Info

@@ -3210,7 +3212,7 @@

Session Info

-
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# marking ticks on the y axis. # # # Returns: @@ -104,7 +107,8 @@ cdf_plot <- function(df, # Transform to log10 make non-log y-axis labels ggplot2::scale_y_continuous( trans = "log1p", - limits = y_lim + limits = y_lim, + breaks = breaks ) + ggplot2::scale_x_continuous(limits = x_lim) + # Making it pretty

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b/analyses/tmb-compare-tcga/util/cdf-plot-function.R @@ -97,11 +97,7 @@ cdf_plot <- function(df, ggplot2::aes(y = group_median, yend = group_median) ) + # Separate by histology - ggplot2::facet_wrap(~ { - { - group_col - } - } + sample_size, nrow = 1, strip.position = "bottom") + + ggplot2::facet_wrap(~ group + sample_size, nrow = 1, strip.position = "bottom") + ggplot2::theme_classic() + ggplot2::xlab(x_lab) + ggplot2::ylab(y_lab) + From f4dc2ceb9a6283d5a5acfb1eff715ce7836efc33 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Mon, 9 Mar 2020 21:00:06 -0400 Subject: [PATCH 12/12] Added a breaks argument --- analyses/tmb-compare-tcga/compare-tmb.Rmd | 6 ++++-- analyses/tmb-compare-tcga/compare-tmb.nb.html | 14 ++++++++------ .../plots/tmb-cdf-pbta-tcga.png | Bin 338753 -> 343384 bytes .../tmb-compare-tcga/util/cdf-plot-function.R | 10 +++++++--- 4 files changed, 19 insertions(+), 11 deletions(-) diff --git a/analyses/tmb-compare-tcga/compare-tmb.Rmd b/analyses/tmb-compare-tcga/compare-tmb.Rmd index 54fdad84e2..fb645680d0 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.Rmd +++ b/analyses/tmb-compare-tcga/compare-tmb.Rmd @@ -103,7 +103,8 @@ pbta_plot <- cdf_plot( x_lim = c(-1.2, 1.2), y_lim = c(0, 30000), x_lab = "", - y_lab = "Coding Mutations per Mb" + y_lab = "Coding Mutations per Mb", + breaks = c(0, 3, 10, 30, 100, 300, 1000, 3000, 10000, 30000) ) + ggplot2::theme( strip.text.x = ggplot2::element_text(size = 12) @@ -121,7 +122,8 @@ tcga_plot <- cdf_plot( x_lim = c(-1.2, 1.2), y_lim = c(0, 30000), x_lab = "", - y_lab = "Coding Mutations per Mb" + y_lab = "Coding Mutations per Mb", + breaks = c() ) + ggplot2::theme( axis.title.y = ggplot2::element_blank(), diff --git a/analyses/tmb-compare-tcga/compare-tmb.nb.html b/analyses/tmb-compare-tcga/compare-tmb.nb.html index 06fc7b8fc5..2e2668f0d0 100644 --- a/analyses/tmb-compare-tcga/compare-tmb.nb.html +++ b/analyses/tmb-compare-tcga/compare-tmb.nb.html @@ -3037,7 +3037,7 @@