From b84db1083a4a450b7e09bd3f6f257a75e883782b Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Tue, 25 Feb 2020 11:51:49 -0500 Subject: [PATCH 01/18] Add exploration notebook --- .../lancet-wxs-tests/explore-tcga-pbta.Rmd | 496 +++ .../explore-tcga-pbta.nb.html | 3960 +++++++++++++++++ .../plots/tcga-vs-pbta-plots/Consensus.png | Bin 0 -> 165240 bytes .../plots/tcga-vs-pbta-plots/Lancet.png | Bin 0 -> 145295 bytes .../plots/tcga-vs-pbta-plots/Mutect2.png | Bin 0 -> 148281 bytes ...vs TCGA WXS Coding sequence target BED.png | Bin 0 -> 24875 bytes ...XS liftover coding sequence target BED.png | Bin 0 -> 30072 bytes .../PBTA vs TCGA WXS liftover target BED.png | Bin 0 -> 28750 bytes .../PBTA vs TCGA WXS target BED.png | Bin 0 -> 23711 bytes .../plots/tcga-vs-pbta-plots/Strelka2.png | Bin 0 -> 155745 bytes 10 files changed, 4456 insertions(+) create mode 100644 analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd create mode 100644 analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html create mode 100644 analyses/snv-callers/plots/tcga-vs-pbta-plots/Consensus.png create mode 100644 analyses/snv-callers/plots/tcga-vs-pbta-plots/Lancet.png create mode 100644 analyses/snv-callers/plots/tcga-vs-pbta-plots/Mutect2.png create mode 100644 analyses/snv-callers/plots/tcga-vs-pbta-plots/PBTA vs TCGA WXS Coding sequence target BED.png create mode 100644 analyses/snv-callers/plots/tcga-vs-pbta-plots/PBTA vs TCGA WXS liftover coding sequence target BED.png create mode 100644 analyses/snv-callers/plots/tcga-vs-pbta-plots/PBTA vs TCGA WXS liftover target BED.png create mode 100644 analyses/snv-callers/plots/tcga-vs-pbta-plots/PBTA vs TCGA WXS target BED.png create mode 100644 analyses/snv-callers/plots/tcga-vs-pbta-plots/Strelka2.png diff --git a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd new file mode 100644 index 0000000000..815067949f --- /dev/null +++ b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd @@ -0,0 +1,496 @@ +--- +title: "TCGA Plot Caller Comparisons" +output: + html_notebook: + toc: TRUE + toc_float: TRUE +author: C. Savonen for ALSF CCDL +date: 2019 +--- + +Purpose: Why are TCGA and PBTA data so different and why is TCGA TMB not higher than +PBTA as we expected from literature and the results from Grobner et al. + +Conclusions from this notebook: +Although it may be partially a caller-specific thing, we also suspect a problem with +Lancet's TCGA calls which is likely because it is all WXS data. + +#### Usage + +To run this from the command line, use: +``` +Rscript -e "rmarkdown::render('analyses/snv-callers/explore-tcga-pbta.Rmd', + clean = TRUE)" +``` + +_This assumes you are in the top directory of the repository._ + +## Setup + +#### Packages and functions + +Read in set up script. + +```{r} +# Magrittr pipe +`%>%` <- dplyr::`%>%` + +source(file.path("..", "..", "snv-callers", "util", "tmb_functions.R")) +source(file.path("..", "..", "chromosomal-instability", "util", "chr-break-plot.R")) +source(file.path("..", "..", "chromosomal-instability", "util", "circos-plots.R")) +``` + +Declare directory paths. + +```{r} +scratch_dir <- file.path("..", "..", "..", "scratch") +data_dir <- file.path("..", "..", "..", "data") +plots_dir <- file.path("..", "plots", "tcga-vs-pbta-plots") + +if (!dir.exists(plots_dir)) { + dir.create(plots_dir) +} +``` + +### Special functions + +Function for setting up PBTA data from the database. + +```{r} +set_up_pbta <- function(data.name) { + # Start up connection + con <- DBI::dbConnect(RSQLite::SQLite(), + file.path(scratch_dir, "v11_snv_db.sqlite")) + + # Connect to SQL + df <- dplyr::tbl(con, data.name) %>% + dplyr::select(join_cols, "VAF") %>% + as.data.frame() %>% + dplyr::inner_join( + pbta_metadata %>% + dplyr::select(Tumor_Sample_Barcode = Kids_First_Biospecimen_ID, + experimental_strategy, short_histology)) %>% + dplyr::filter(experimental_strategy == "WXS") + + return(df) +} +``` + +Function for setting up TCGA data from the database. + +```{r} +set_up_tcga <- function(data.name) { + # Start up connection + con <- DBI::dbConnect(RSQLite::SQLite(), file.path(scratch_dir, "tcga_snv_db.sqlite")) + + # Connect to SQL + df <- dplyr::tbl(con, data.name) %>% + dplyr::select(join_cols) %>% + as.data.frame() %>% + # Shorten the Tumor_Sample_Barcode so it matches + dplyr::mutate(Tumor_Sample_Barcode = substr(Tumor_Sample_Barcode, 0, 12)) %>% + dplyr::inner_join(tcga_metadata %>% dplyr::select(Tumor_Sample_Barcode, short_histology, experimental_strategy)) + + return(df) +} +``` + +Function for making a combined CDF plot for TMB. + +```{r} +tmb_cdf_plot <- function(tmb_df, plot_title) { + cdf_plot <- 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_mean = mean(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_mean)) %>% + # Now we will plot these as cummulative distribution plots + ggplot2::ggplot(ggplot2::aes( + x = hist_rank, + y = tmb, + color = datasets + )) + + ggplot2::geom_point() + + # Add summary line for mean + ggplot2::geom_segment(x = 0, xend = 1, color = "grey", + ggplot2::aes(y = hist_mean, yend = hist_mean)) + + # Separate by histology + ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = "bottom") + + ggplot2::theme_classic() + + ggplot2::xlab("") + + ggplot2::ylab("TMB") + + # Transform to log10 make non-log y-axis labels + ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30)) + + 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) + + ggplot2::ggsave(filename = file.path(plots_dir, paste0(plot_title, ".png")), plot = cdf_plot, width = 10, height = 7.5) + + cdf_plot +} +``` + +Function for comparing the sequence overlap of two GenomicRanges objects. + +```{r} +bed_overlap <- function(bed_granges_1, + bed_granges_2, + name_1, + name_2, + plot_name) { + # Find intersection + overlaps <- GenomicRanges::intersect(bed_granges_1, bed_granges_2) + + # Percent of TCGA Target region covered by overlap + sum(overlaps@ranges@width) / sum(bed_granges_2@ranges@width) + + # Percent of PBTA Target region covered by overlap + sum(bed_granges_1@ranges@width) + + # Make filename to save plot as + plot.file <- file.path(plots_dir, paste0(plot_name, ".png")) + + # Make the Venn diagram + grid::grid.newpage(); + venn.plot <- VennDiagram::draw.pairwise.venn( + area1 = sum(bed_granges_1@ranges@width), + area2 = sum(bed_granges_2@ranges@width), + cross.area = sum(overlaps@ranges@width), + category = c(name_1, name_2), + fill = c("#F8766D", "#00BFC4"), + cex = 2, + cat.cex = 1.5, + #cat.dist = c(-0.05, -0.05), + #cat.pos = c(170, 65), + ext.pos = 0, + ext.dist = -0.01, + ext.length = .8, + ext.line.lwd = 2, + ext.line.lty = "dashed", + margin = 0.1); + grid::grid.draw(venn.plot) + + png(plot.file); + grid::grid.draw(venn.plot); + dev.off() + + cat(" Ratio of", name_1, "overlapped:", + sum(overlaps@ranges@width)/sum(bed_granges_1@ranges@width), "\n", + "Ratio of", name_2, "overlapped:", + sum(overlaps@ranges@width)/sum(bed_granges_2@ranges@width), "\n" + ) +} +``` + +Read in the metadata. + +```{r} +pbta_metadata <- readr::read_tsv(file.path(data_dir, "pbta-histologies.tsv")) +tcga_metadata <- readr::read_tsv(file.path(data_dir, "pbta-tcga-manifest.tsv")) %>% + dplyr::mutate(experimental_strategy = "WXS", # This field doesn't exist for this data, but all is WXS + short_histology = Primary_diagnosis) # This field is named differently +``` + +## Connect to databases + +Note what columns we will join by. + +```{r} +join_cols = c("Chromosome", + "Start_Position", + "End_Position", + "Reference_Allele", + "Allele", + "Tumor_Sample_Barcode", + "Variant_Classification", + "t_depth", + "t_ref_count", + "t_alt_count", + "n_depth", + "n_ref_count", + "n_alt_count", + "VAF") +``` + +Set up TCGA data. + +```{r} +tcga_lancet <- set_up_tcga("lancet") +tcga_mutect <- set_up_tcga("mutect") +tcga_strelka <- set_up_tcga("strelka") +tcga_consensus <- set_up_tcga("consensus") +``` + +Set up PBTA data. + +```{r} +pbta_lancet <- set_up_pbta("lancet") +pbta_mutect <- set_up_pbta("mutect") +pbta_strelka <- set_up_pbta("strelka") +pbta_consensus <- set_up_pbta("consensus") +``` + +Set up combined PBTA and TCGA data.frames. + +```{r} +lancet <- dplyr::bind_rows(list(tcga = tcga_lancet, + pbta = pbta_lancet), .id = "dataset") %>% + dplyr::mutate(dataset = as.factor(dataset)) + +mutect <- dplyr::bind_rows(list(tcga = tcga_mutect, + pbta = pbta_mutect), .id = "dataset") %>% + dplyr::mutate(dataset = as.factor(dataset)) + +strelka <- dplyr::bind_rows(list(tcga = tcga_strelka, + pbta = pbta_strelka), .id = "dataset") %>% + dplyr::mutate(dataset = as.factor(dataset)) +``` + +## Is this a tumor sequencing depth problem for certain callers? + +We'll plot the tumor sequencing depth for each caller. + +```{r} +lancet %>% + ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + + ggplot2::geom_density() +``` + +```{r} +mutect %>% + ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + + ggplot2::geom_density() +``` + +```{r} +strelka %>% + ggplot2::ggplot(ggplot2::aes(x = VAF, color = dataset)) + + ggplot2::geom_density() +``` + +## Is this a caller specific problem + +Lancet only TMB: + +```{r} +lancet_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_lancet, + bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), + bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed") + ), + tcga = calculate_tmb(tcga_lancet, + bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), # There's no TCGA WGS samples, this is just a place holder and won't be used. + bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed") + )), .id = "datasets") + +tmb_cdf_plot(lancet_tmb, plot_title = "Lancet") +``` + +Mutect only TMB: + +```{r} +mutect_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_mutect, + bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), + bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed") + ), + tcga = calculate_tmb(tcga_mutect, + bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), + bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed") + )), .id = "datasets") + +tmb_cdf_plot(mutect_tmb, plot_title = "Mutect2") +``` + +Strelka only TMB: + +```{r} +strelka_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_strelka, + bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), + bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed") + ), + tcga = calculate_tmb(tcga_strelka, + bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), + bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed") + )), .id = "datasets") + +tmb_cdf_plot(strelka_tmb, plot_title = "Strelka2") +``` + +Consensus TMB: + +```{r} +consensus_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_consensus, + bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), + bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed") + ), + tcga = calculate_tmb(tcga_consensus, + bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), + bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed") + )), .id = "datasets") + +tmb_cdf_plot(consensus_tmb, plot_title = "Consensus") +``` + +## Let's find the overlap of the target regions of both datasets + +Download a TCGA Target BED regions file from MC3, and format the chromosome data to +be `chr`, save as a TSV file. + +```{r} +tcga_bed <- readr::read_tsv("https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b", col_names = c("chr", "start", "end")) %>% + dplyr::filter(!is.na(chr)) %>% + dplyr::mutate(chr = paste0("chr", chr)) %>% + readr::write_tsv(file.path("..", "ref_files", "gencode.v19.basic.exome.tsv"), + col_names = FALSE) +``` + +After using [UCSC BED liftover](https://genome.ucsc.edu/cgi-bin/hgLiftOver) to convert +from the Target BED regions for TCGA data from hg19 to hg38 (What the PBTA data is using). + +```{r} +tcga_lift_bed <- readr::read_tsv(file.path("..", "ref_files", + "hg38_liftover_genome_gencode.v19.basic.exome.bed"), + col_names = c("chr", "start", "end")) %>% + dplyr::mutate(chr = stringr::word(chr, sep = "_", 1)) + +# Make GRanges for CNV data +tcga_lift_granges <- GenomicRanges::GRanges( + seqnames = tcga_lift_bed$chr, + ranges = IRanges::IRanges( + start = tcga_lift_bed$start, + end = tcga_lift_bed$end + )) + +# Reduce this to it's essential ranges +tcga_lift_granges <- GenomicRanges::reduce(tcga_lift_granges) +``` + +Make a TCGA BED GenomicRanges. + +```{r} +# Make GRanges for CNV data +tcga_granges <- GenomicRanges::GRanges( + seqnames = tcga_bed$chr, + ranges = IRanges::IRanges( + start = tcga_bed$start, + end = tcga_bed$end + )) + +# Reduce this to it's essential ranges +tcga_granges <- GenomicRanges::reduce(tcga_granges) +``` + +Format the PBTA WXS data as a GRanges object. + +```{r} +#pbta_bed <- readr::read_tsv(file.path(scratch_dir, "intersect_cds_WXS.bed"), +pbta_bed <- readr::read_tsv(file.path(data_dir, "WXS.hg38.100bp_padded.bed"), + col_names = c("chr", "start", "end")) %>% + dplyr::filter(!is.na(chr)) + +# Make GRanges for CNV data +pbta_granges <- GenomicRanges::GRanges( + seqnames = pbta_bed$chr, + ranges = IRanges::IRanges( + start = pbta_bed$start, + end = pbta_bed$end + )) + +# Reduce this to it's essential ranges +pbta_granges <- GenomicRanges::reduce(pbta_granges) +``` + +Read in the coding sequence regions file. + +```{r} +cds_bed <- readr::read_tsv(file.path(scratch_dir, + "exon_gencode.v27.primary_assembly.annotation.bed"), + col_names = c("chr", "start", "end")) %>% + dplyr::filter(!is.na(chr)) + +# Make GRanges +cds_granges <- GenomicRanges::GRanges( + seqnames = cds_bed$chr, + ranges = IRanges::IRanges( + start = cds_bed$start, + end = cds_bed$end + )) + +# Reduce this to it's essential ranges +cds_granges <- GenomicRanges::reduce(cds_granges) +``` + +We also need to see how this translates to CDS regions: + +```{r} +# Find CDS intersection +pbta_cds_granges <- GenomicRanges::intersect(pbta_granges, cds_granges) +tcga_cds_granges <- GenomicRanges::intersect(tcga_granges, cds_granges) +tcga_lift_cds_granges <- GenomicRanges::intersect(tcga_lift_granges, cds_granges) +``` + +## Make Venn diagrams of these overlaps + +Find overlap between the TCGA (non-liftover) and PBTA data. + +```{r} +bed_overlap(pbta_granges, + tcga_granges, + plot_name = "PBTA vs TCGA WXS target BED", + name_1 = "PBTA", + name_2 = "TCGA") +``` + +Find overlap between the liftover TCGA target BED region and PBTA data. + +```{r} +bed_overlap(pbta_granges, + tcga_lift_granges, + plot_name = "PBTA vs TCGA WXS liftover target BED", + name_1 = "PBTA", + name_2 = "TCGA liftover") +``` + +Find overlap between coding sequences only of the liftover TCGA target BED region and PBTA data. + +```{r} +bed_overlap(pbta_cds_granges, + tcga_lift_cds_granges, + plot_name = "PBTA vs TCGA WXS liftover coding sequence target BED", + name_1 = "PBTA CDS", + name_2 = "TCGA lift CDS") +``` + +Find overlap between coding sequences only of the TCGA target BED region and PBTA data. + +```{r} +bed_overlap(pbta_cds_granges, + tcga_cds_granges, + plot_name = "PBTA vs TCGA WXS Coding sequence target BED", + name_1 = "PBTA CDS", + name_2 = "TCGA CDS") +``` + +## Session Info + +```{r} +sessionInfo() +``` diff --git a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html new file mode 100644 index 0000000000..4af18ef74f --- /dev/null +++ b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html @@ -0,0 +1,3960 @@ + + + + + + + + + + + + + + + +TCGA Plot Caller Comparisons + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + +
+
+
+
+
+ +
+ + + + + + + + +

Purpose: Why are TCGA and PBTA data so different and why is TCGA TMB not higher than PBTA as we expected from literature and the results from Grobner et al.

+

Conclusions from this notebook: Although it may be partially a caller-specific thing, we also suspect a problem with Lancet’s TCGA calls which is likely because it is all WXS data.

+
+

Usage

+

To run this from the command line, use:

+
Rscript -e "rmarkdown::render('analyses/snv-callers/explore-tcga-pbta.Rmd', 
+                              clean = TRUE)"
+

This assumes you are in the top directory of the repository.

+
+
+

Setup

+
+

Packages and functions

+

Read in set up script.

+ + + +
# Magrittr pipe
+`%>%` <- dplyr::`%>%`
+
+source(file.path("..", "..", "snv-callers", "util", "tmb_functions.R"))
+source(file.path("..", "..", "chromosomal-instability", "util", "chr-break-plot.R"))
+source(file.path("..", "..", "chromosomal-instability", "util", "circos-plots.R"))
+ + + +

Declare directory paths.

+ + + +
scratch_dir <- file.path("..", "..", "..", "scratch")
+data_dir <- file.path("..", "..", "..", "data")
+plots_dir <- file.path("..", "plots", "tcga-vs-pbta-plots")
+
+if (!dir.exists(plots_dir)) {
+  dir.create(plots_dir)
+}
+ + + +
+
+

Special functions

+

Function for setting up PBTA data from the database.

+ + + +
set_up_pbta <- function(data.name) {
+  # Start up connection
+  con <- DBI::dbConnect(RSQLite::SQLite(), 
+                        file.path(scratch_dir, "v11_snv_db.sqlite"))
+  
+  # Connect to SQL
+  df <- dplyr::tbl(con, data.name) %>% 
+    dplyr::select(join_cols, "VAF") %>% 
+    as.data.frame() %>% 
+    dplyr::inner_join(
+    pbta_metadata %>% 
+      dplyr::select(Tumor_Sample_Barcode = Kids_First_Biospecimen_ID,
+                    experimental_strategy, short_histology)) %>% 
+    dplyr::filter(experimental_strategy == "WXS")
+    
+  return(df)
+}
+ + + +

Function for setting up TCGA data from the database.

+ + + +
set_up_tcga <- function(data.name) {
+    # Start up connection
+  con <- DBI::dbConnect(RSQLite::SQLite(), file.path(scratch_dir, "tcga_snv_db.sqlite"))
+  
+  # Connect to SQL
+  df <- dplyr::tbl(con, data.name) %>% 
+    dplyr::select(join_cols) %>% 
+    as.data.frame() %>% 
+    # Shorten the Tumor_Sample_Barcode so it matches
+    dplyr::mutate(Tumor_Sample_Barcode = substr(Tumor_Sample_Barcode, 0, 12)) %>% 
+    dplyr::inner_join(tcga_metadata %>% dplyr::select(Tumor_Sample_Barcode, short_histology, experimental_strategy)) 
+
+  return(df)
+}
+ + + +

Function for making a combined CDF plot for TMB.

+ + + +
tmb_cdf_plot <- function(tmb_df, plot_title) {
+  cdf_plot <- 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_mean = mean(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_mean)) %>% 
+    # Now we will plot these as cummulative distribution plots
+    ggplot2::ggplot(ggplot2::aes(
+      x = hist_rank, 
+      y = tmb,
+      color = datasets
+    )) +
+    ggplot2::geom_point() + 
+    # Add summary line for mean
+    ggplot2::geom_segment(x = 0, xend = 1, color = "grey", 
+                          ggplot2::aes(y = hist_mean, yend = hist_mean)) +
+    # Separate by histology
+    ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = "bottom") +
+    ggplot2::theme_classic() +
+    ggplot2::xlab("") +
+    ggplot2::ylab("TMB") +
+    # Transform to log10 make non-log y-axis labels
+    ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30)) +
+    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)
+  
+  ggplot2::ggsave(filename = file.path(plots_dir, paste0(plot_title, ".png")), plot = cdf_plot, width = 10, height = 7.5)
+  
+  cdf_plot
+}
+ + + +

Function for comparing the sequence overlap of two GenomicRanges objects.

+ + + +
bed_overlap <- function(bed_granges_1, 
+                        bed_granges_2,
+                        name_1, 
+                        name_2, 
+                        plot_name) {
+  # Find intersection
+  overlaps <- GenomicRanges::intersect(bed_granges_1, bed_granges_2)
+  
+  # Percent of TCGA Target region covered by overlap
+  sum(overlaps@ranges@width) / sum(bed_granges_2@ranges@width)
+
+  # Percent of PBTA Target region covered by overlap
+  sum(bed_granges_1@ranges@width)
+
+  # Make filename to save plot as
+  plot.file <- file.path(plots_dir, paste0(plot_name, ".png"))
+  
+  # Make the Venn diagram
+  grid::grid.newpage();
+  venn.plot <- VennDiagram::draw.pairwise.venn(
+    area1 = sum(bed_granges_1@ranges@width),
+    area2 = sum(bed_granges_2@ranges@width),
+    cross.area = sum(overlaps@ranges@width),
+    category = c(name_1, name_2),
+    fill = c("#F8766D", "#00BFC4"),
+    cex = 2,
+    cat.cex = 1.5,
+    #cat.dist = c(-0.05, -0.05),
+    #cat.pos = c(170, 65),
+    ext.pos = 0,
+    ext.dist = -0.01,
+    ext.length = .8,
+    ext.line.lwd = 2,
+    ext.line.lty = "dashed", 
+    margin = 0.1);
+  grid::grid.draw(venn.plot)
+
+  png(plot.file);
+  grid::grid.draw(venn.plot);
+  dev.off()
+  
+  cat(" Ratio of", name_1, "overlapped:", 
+     sum(overlaps@ranges@width)/sum(bed_granges_1@ranges@width), "\n",
+     "Ratio of", name_2, "overlapped:", 
+     sum(overlaps@ranges@width)/sum(bed_granges_2@ranges@width), "\n"
+    )
+}
+ + + +

Read in the metadata.

+ + + +
pbta_metadata <- readr::read_tsv(file.path(data_dir, "pbta-histologies.tsv")) 
+ + +
Parsed with column specification:
+cols(
+  .default = col_character(),
+  OS_days = col_double(),
+  age_last_update_days = col_double(),
+  normal_fraction = col_double(),
+  tumor_fraction = col_double(),
+  tumor_ploidy = col_double(),
+  molecular_subtype = col_logical()
+)
+See spec(...) for full column specifications.
+493 parsing failures.
+ row               col           expected actual                                 file
+2334 molecular_subtype 1/0/T/F/TRUE/FALSE Group3 '../../../data/pbta-histologies.tsv'
+2335 molecular_subtype 1/0/T/F/TRUE/FALSE Group4 '../../../data/pbta-histologies.tsv'
+2336 molecular_subtype 1/0/T/F/TRUE/FALSE Group3 '../../../data/pbta-histologies.tsv'
+2337 molecular_subtype 1/0/T/F/TRUE/FALSE Group3 '../../../data/pbta-histologies.tsv'
+2338 molecular_subtype 1/0/T/F/TRUE/FALSE Group3 '../../../data/pbta-histologies.tsv'
+.... ................. .................. ...... ....................................
+See problems(...) for more details.
+ + +
tcga_metadata <- readr::read_tsv(file.path(data_dir, "pbta-tcga-manifest.tsv")) %>% 
+    dplyr::mutate(experimental_strategy = "WXS", # This field doesn't exist for this data, but all is WXS
+                  short_histology = Primary_diagnosis) # This field is named differently
+ + +
Parsed with column specification:
+cols(
+  Normal_BAM = col_character(),
+  Tumor_BAM = col_character(),
+  Tumor_Sample_Barcode = col_character(),
+  broad_histology = col_character(),
+  Primary_diagnosis = col_character()
+)
+ + + +
+
+
+

Connect to databases

+

Note what columns we will join by.

+ + + +
join_cols = c("Chromosome",
+              "Start_Position",
+              "End_Position", 
+              "Reference_Allele",
+              "Allele",
+              "Tumor_Sample_Barcode", 
+              "Variant_Classification", 
+              "t_depth",
+              "t_ref_count", 
+              "t_alt_count", 
+              "n_depth", 
+              "n_ref_count", 
+              "n_alt_count", 
+              "VAF")
+ + + +

Set up TCGA data.

+ + + +
tcga_lancet <- set_up_tcga("lancet")
+ + +
Joining, by = "Tumor_Sample_Barcode"
+ + +
tcga_mutect <- set_up_tcga("mutect")
+ + +
Joining, by = "Tumor_Sample_Barcode"
+ + +
tcga_strelka <- set_up_tcga("strelka")
+ + +
Joining, by = "Tumor_Sample_Barcode"
+ + +
tcga_consensus <- set_up_tcga("consensus")
+ + +
Joining, by = "Tumor_Sample_Barcode"
+ + + +

Set up PBTA data.

+ + + +
pbta_lancet <- set_up_pbta("lancet")
+ + +
Joining, by = "Tumor_Sample_Barcode"
+ + +
pbta_mutect <- set_up_pbta("mutect")
+ + +
Joining, by = "Tumor_Sample_Barcode"
+ + +
pbta_strelka <- set_up_pbta("strelka")
+ + +
Joining, by = "Tumor_Sample_Barcode"
+ + +
pbta_consensus <- set_up_pbta("consensus")
+ + +
Joining, by = "Tumor_Sample_Barcode"
+ + + +

Set up combined PBTA and TCGA data.frames.

+ + + +
lancet <- dplyr::bind_rows(list(tcga = tcga_lancet,  
+                                pbta = pbta_lancet), .id = "dataset") %>% 
+  dplyr::mutate(dataset = as.factor(dataset))
+
+mutect <- dplyr::bind_rows(list(tcga = tcga_mutect, 
+                                pbta = pbta_mutect), .id = "dataset") %>% 
+  dplyr::mutate(dataset = as.factor(dataset)) 
+
+strelka <- dplyr::bind_rows(list(tcga = tcga_strelka, 
+                                pbta = pbta_strelka), .id = "dataset") %>% 
+  dplyr::mutate(dataset = as.factor(dataset)) 
+ + + +
+
+

Is this a tumor sequencing depth problem for certain callers?

+

We’ll plot the tumor sequencing depth for each caller.

+ + + +
lancet %>% 
+  ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + 
+  ggplot2::geom_density() 
+ + +

+ + + + + + +
mutect %>% 
+  ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + 
+  ggplot2::geom_density() 
+ + +

+ + + + + + +
strelka %>% 
+  ggplot2::ggplot(ggplot2::aes(x = VAF, color = dataset)) + 
+  ggplot2::geom_density() 
+ + +

+ + + +
+
+

Is this a caller specific problem

+

Lancet only TMB:

+ + + +
lancet_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_lancet,
+  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
+  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
+  ),
+  tcga = calculate_tmb(tcga_lancet,
+  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), # There's no TCGA WGS samples, this is just a place holder and won't be used.  
+  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
+  )), .id = "datasets") 
+ + +
Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+ + +
Ratio of variants in this BED: 0.8891623 
+ Ratio of variants being filtered out: 0.1108377 
+Ratio of variants in this BED: NaN 
+ Ratio of variants being filtered out: NaN 
+ + +
Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Each of the 2 combined objects has sequence levels not in the other:
+  - in 'x': chrX, chrY
+  - in 'y': chr1_KI270766v1_alt, chr4_GL000008v2_random, chrUn_KI270742v1, chr1_KI270706v1_random, chr14_GL000009v2_random, chr7_KI270803v1_alt, chr15_KI270850v1_alt, chr17_KI270909v1_alt, chr19_KI270938v1_alt, chr22_KI270879v1_alt
+  Make sure to always combine/compare objects based on the same reference
+  genome (use suppressWarnings() to suppress this warning).
+ + +
Ratio of variants in this BED: 2.253526 
+ Ratio of variants being filtered out: -1.253526 
+Ratio of variants in this BED: NaN 
+ Ratio of variants being filtered out: NaN 
+ + +
tmb_cdf_plot(lancet_tmb, plot_title = "Lancet")
+ + +

+ + + +

Mutect only TMB:

+ + + +
mutect_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_mutect,
+  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
+  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
+  ),
+  tcga = calculate_tmb(tcga_mutect,
+  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
+  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
+  )), .id = "datasets") 
+ + +
Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+ + +
Ratio of variants in this BED: 0.9629715 
+ Ratio of variants being filtered out: 0.03702852 
+Ratio of variants in this BED: NaN 
+ Ratio of variants being filtered out: NaN 
+ + +
Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Each of the 2 combined objects has sequence levels not in the other:
+  - in 'x': chrX, chrY
+  - in 'y': chr1_KI270766v1_alt, chr4_GL000008v2_random, chrUn_KI270742v1, chr1_KI270706v1_random, chr14_GL000009v2_random, chr7_KI270803v1_alt, chr15_KI270850v1_alt, chr17_KI270909v1_alt, chr19_KI270938v1_alt, chr22_KI270879v1_alt
+  Make sure to always combine/compare objects based on the same reference
+  genome (use suppressWarnings() to suppress this warning).
+ + +
Ratio of variants in this BED: 1.520558 
+ Ratio of variants being filtered out: -0.5205582 
+Ratio of variants in this BED: NaN 
+ Ratio of variants being filtered out: NaN 
+ + +
tmb_cdf_plot(mutect_tmb, plot_title = "Mutect2")
+ + +

+ + + +

Strelka only TMB:

+ + + +
strelka_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_strelka,
+  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
+  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
+  ),
+  tcga = calculate_tmb(tcga_strelka,
+  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
+  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
+  )), .id = "datasets") 
+ + +
Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+ + +
Ratio of variants in this BED: 0.685885 
+ Ratio of variants being filtered out: 0.314115 
+Ratio of variants in this BED: NaN 
+ Ratio of variants being filtered out: NaN 
+ + +
Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Each of the 2 combined objects has sequence levels not in the other:
+  - in 'x': chrX, chrY
+  - in 'y': chr1_KI270766v1_alt, chr4_GL000008v2_random, chrUn_KI270742v1, chr1_KI270706v1_random, chr14_GL000009v2_random, chr7_KI270803v1_alt, chr15_KI270850v1_alt, chr17_KI270909v1_alt, chr19_KI270938v1_alt, chr22_KI270879v1_alt
+  Make sure to always combine/compare objects based on the same reference
+  genome (use suppressWarnings() to suppress this warning).
+ + +
Ratio of variants in this BED: 1.514101 
+ Ratio of variants being filtered out: -0.5141007 
+Ratio of variants in this BED: NaN 
+ Ratio of variants being filtered out: NaN 
+ + +
tmb_cdf_plot(strelka_tmb, plot_title = "Strelka2")
+ + +

+ + + +

Consensus TMB:

+ + + +
consensus_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_consensus,
+  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
+  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
+  ),
+  tcga = calculate_tmb(tcga_consensus,
+  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
+  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
+  )), .id = "datasets") 
+ + +
Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+ + +
Ratio of variants in this BED: 2.062214 
+ Ratio of variants being filtered out: -1.062214 
+Ratio of variants in this BED: NaN 
+ Ratio of variants being filtered out: NaN 
+ + +
Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Parsed with column specification:
+cols(
+  X1 = col_character(),
+  X2 = col_double(),
+  X3 = col_double()
+)
+Each of the 2 combined objects has sequence levels not in the other:
+  - in 'x': chrX, chrY
+  - in 'y': chr1_KI270766v1_alt, chr4_GL000008v2_random, chrUn_KI270742v1, chr1_KI270706v1_random, chr14_GL000009v2_random, chr7_KI270803v1_alt, chr15_KI270850v1_alt, chr17_KI270909v1_alt, chr19_KI270938v1_alt, chr22_KI270879v1_alt
+  Make sure to always combine/compare objects based on the same reference
+  genome (use suppressWarnings() to suppress this warning).
+ + +
Ratio of variants in this BED: 2.138636 
+ Ratio of variants being filtered out: -1.138636 
+Ratio of variants in this BED: NaN 
+ Ratio of variants being filtered out: NaN 
+ + +
tmb_cdf_plot(consensus_tmb, plot_title = "Consensus")
+ + +

+ + + +
+
+

Let’s find the overlap of the target regions of both datasets

+

Download a TCGA Target BED regions file from MC3, and format the chromosome data to be chr, save as a TSV file.

+ + + +
tcga_bed <- readr::read_tsv("https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b", col_names = c("chr", "start", "end")) %>% 
+  dplyr::filter(!is.na(chr)) %>% 
+  dplyr::mutate(chr = paste0("chr", chr)) %>% 
+  readr::write_tsv(file.path("..", "ref_files", "gencode.v19.basic.exome.tsv"), 
+                   col_names = FALSE)
+ + +
Parsed with column specification:
+cols(
+  chr = col_double(),
+  start = col_double(),
+  end = col_double()
+)
+27285 parsing failures.
+   row col expected actual                                                                   file
+697048 chr a double     MT 'https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b'
+697049 chr a double     MT 'https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b'
+697050 chr a double     MT 'https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b'
+697051 chr a double     MT 'https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b'
+697052 chr a double     MT 'https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b'
+...... ... ........ ...... ......................................................................
+See problems(...) for more details.
+ + + +

After using UCSC BED liftover to convert from the Target BED regions for TCGA data from hg19 to hg38 (What the PBTA data is using).

+ + + +
tcga_lift_bed <- readr::read_tsv(file.path("..", "ref_files",
+                                      "hg38_liftover_genome_gencode.v19.basic.exome.bed"), 
+                            col_names = c("chr", "start", "end")) %>% 
+  dplyr::mutate(chr = stringr::word(chr, sep = "_", 1)) 
+ + +
Parsed with column specification:
+cols(
+  chr = col_character(),
+  start = col_double(),
+  end = col_double()
+)
+ + +
# Make GRanges for CNV data
+tcga_lift_granges <- GenomicRanges::GRanges(
+  seqnames = tcga_lift_bed$chr,
+  ranges = IRanges::IRanges(
+    start = tcga_lift_bed$start,
+    end = tcga_lift_bed$end
+  ))
+
+# Reduce this to it's essential ranges
+tcga_lift_granges <- GenomicRanges::reduce(tcga_lift_granges)
+ + + +

Make a TCGA BED GenomicRanges.

+ + + +
# Make GRanges for CNV data
+tcga_granges <- GenomicRanges::GRanges(
+  seqnames = tcga_bed$chr,
+  ranges = IRanges::IRanges(
+    start = tcga_bed$start,
+    end = tcga_bed$end
+  ))
+
+# Reduce this to it's essential ranges
+tcga_granges <- GenomicRanges::reduce(tcga_granges)
+ + + +

Format the PBTA WXS data as a GRanges object.

+ + + +
#pbta_bed <- readr::read_tsv(file.path(scratch_dir, "intersect_cds_WXS.bed"), 
+pbta_bed <- readr::read_tsv(file.path(data_dir, "WXS.hg38.100bp_padded.bed"), 
+                            col_names = c("chr", "start", "end")) %>% 
+  dplyr::filter(!is.na(chr)) 
+ + +
Parsed with column specification:
+cols(
+  chr = col_character(),
+  start = col_double(),
+  end = col_double()
+)
+ + +
# Make GRanges for CNV data
+pbta_granges <- GenomicRanges::GRanges(
+  seqnames = pbta_bed$chr,
+  ranges = IRanges::IRanges(
+    start = pbta_bed$start,
+    end = pbta_bed$end
+  ))
+
+# Reduce this to it's essential ranges
+pbta_granges <- GenomicRanges::reduce(pbta_granges)
+ + + +

Read in the coding sequence regions file.

+ + + +
cds_bed <- readr::read_tsv(file.path(scratch_dir, 
+                                     "exon_gencode.v27.primary_assembly.annotation.bed"), 
+                           col_names = c("chr", "start", "end")) %>% 
+  dplyr::filter(!is.na(chr))
+ + +
Parsed with column specification:
+cols(
+  chr = col_character(),
+  start = col_double(),
+  end = col_double()
+)
+713277 parsing failures.
+row col  expected     actual                                                                file
+  1  -- 3 columns 10 columns '../../../scratch/exon_gencode.v27.primary_assembly.annotation.bed'
+  2  -- 3 columns 10 columns '../../../scratch/exon_gencode.v27.primary_assembly.annotation.bed'
+  3  -- 3 columns 10 columns '../../../scratch/exon_gencode.v27.primary_assembly.annotation.bed'
+  4  -- 3 columns 10 columns '../../../scratch/exon_gencode.v27.primary_assembly.annotation.bed'
+  5  -- 3 columns 10 columns '../../../scratch/exon_gencode.v27.primary_assembly.annotation.bed'
+... ... ......... .......... ...................................................................
+See problems(...) for more details.
+ + +
# Make GRanges
+cds_granges <- GenomicRanges::GRanges(
+  seqnames = cds_bed$chr,
+  ranges = IRanges::IRanges(
+    start = cds_bed$start,
+    end = cds_bed$end
+  ))
+
+# Reduce this to it's essential ranges
+cds_granges <- GenomicRanges::reduce(cds_granges)
+ + + +

We also need to see how this translates to CDS regions:

+ + + +
# Find CDS intersection
+pbta_cds_granges <- GenomicRanges::intersect(pbta_granges, cds_granges)
+ + +
Each of the 2 combined objects has sequence levels not in the other:
+  - in 'x': chr7_KI270803v1_alt, chr15_KI270850v1_alt, chr17_KI270909v1_alt, chr19_KI270938v1_alt, chr22_KI270879v1_alt, chrUn_GL000213v1
+  - in 'y': chrM, GL000009.2, GL000194.1, GL000195.1, GL000205.2, GL000213.1, GL000218.1, GL000219.1, KI270711.1, KI270713.1, KI270721.1, KI270726.1, KI270727.1, KI270728.1, KI270731.1, KI270734.1
+  Make sure to always combine/compare objects based on the same reference
+  genome (use suppressWarnings() to suppress this warning).
+ + +
tcga_cds_granges <- GenomicRanges::intersect(tcga_granges, cds_granges)
+tcga_lift_cds_granges <- GenomicRanges::intersect(tcga_lift_granges, cds_granges)
+ + +
Each of the 2 combined objects has sequence levels not in the other:
+  - in 'x': chrUn
+  - in 'y': chrX, chrY, chrM, GL000009.2, GL000194.1, GL000195.1, GL000205.2, GL000213.1, GL000218.1, GL000219.1, KI270711.1, KI270713.1, KI270721.1, KI270726.1, KI270727.1, KI270728.1, KI270731.1, KI270734.1
+  Make sure to always combine/compare objects based on the same reference
+  genome (use suppressWarnings() to suppress this warning).
+ + + +
+
+

Make Venn diagrams of these overlaps

+

Find overlap between the TCGA (non-liftover) and PBTA data.

+ + + +
bed_overlap(pbta_granges, 
+            tcga_granges, 
+            plot_name = "PBTA vs TCGA WXS target BED", 
+            name_1 = "PBTA", 
+            name_2 = "TCGA")
+ + +
 Ratio of PBTA overlapped: 0.07363001 
+ Ratio of TCGA overlapped: 0.1186468 
+ + +

+ + + +

Find overlap between the liftover TCGA target BED region and PBTA data.

+ + + +
bed_overlap(pbta_granges, 
+            tcga_lift_granges, 
+            plot_name = "PBTA vs TCGA WXS liftover target BED", 
+            name_1 = "PBTA", 
+            name_2 = "TCGA liftover")
+ + +
Each of the 2 combined objects has sequence levels not in the other:
+  - in 'x': chr7_KI270803v1_alt, chr15_KI270850v1_alt, chr17_KI270909v1_alt, chr19_KI270938v1_alt, chr22_KI270879v1_alt, chrUn_GL000213v1, chrX, chrY
+  - in 'y': chrUn
+  Make sure to always combine/compare objects based on the same reference
+  genome (use suppressWarnings() to suppress this warning).
+ + +
 Ratio of PBTA overlapped: 0.487083 
+ Ratio of TCGA liftover overlapped: 0.7862399 
+ + +

+ + + +

Find overlap between coding sequences only of the liftover TCGA target BED region and PBTA data.

+ + + +
bed_overlap(pbta_cds_granges, 
+            tcga_lift_cds_granges, 
+            plot_name = "PBTA vs TCGA WXS liftover coding sequence target BED", 
+            name_1 = "PBTA CDS", 
+            name_2 = "TCGA lift CDS")
+ + +
Each of the 2 combined objects has sequence levels not in the other:
+  - in 'x': chr7_KI270803v1_alt, chr15_KI270850v1_alt, chr17_KI270909v1_alt, chr19_KI270938v1_alt, chr22_KI270879v1_alt, chrUn_GL000213v1
+  - in 'y': chrUn
+  Make sure to always combine/compare objects based on the same reference
+  genome (use suppressWarnings() to suppress this warning).
+ + +
 Ratio of PBTA CDS overlapped: 0.942882 
+ Ratio of TCGA lift CDS overlapped: 0.9794732 
+ + +

+ + + +

Find overlap between coding sequences only of the TCGA target BED region and PBTA data.

+ + + +
bed_overlap(pbta_cds_granges, 
+            tcga_cds_granges, 
+            plot_name = "PBTA vs TCGA WXS Coding sequence target BED", 
+            name_1 = "PBTA CDS", 
+            name_2 = "TCGA CDS")
+ + +
 Ratio of PBTA CDS overlapped: 0.08945405 
+ Ratio of TCGA CDS overlapped: 0.975733 
+ + +

+ + + +
+
+

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] parallel  stats4    stats     graphics  grDevices utils     datasets  methods   base     
+
+other attached packages:
+[1] GenomicRanges_1.38.0 GenomeInfoDb_1.22.0  IRanges_2.20.1       S4Vectors_0.24.1    
+[5] BiocGenerics_0.32.0  optparse_1.6.2      
+
+loaded via a namespace (and not attached):
+ [1] tidyr_0.8.3            bit64_0.9-7            jsonlite_1.6           assertthat_0.2.1      
+ [5] blob_1.1.1             GenomeInfoDbData_1.2.2 yaml_2.2.0             backports_1.1.4       
+ [9] pillar_1.4.2           RSQLite_2.1.1          lattice_0.20-38        glue_1.3.1            
+[13] digest_0.6.20          RColorBrewer_1.1-2     XVector_0.26.0         colorspace_1.4-1      
+[17] htmltools_0.3.6        Matrix_1.2-17          plyr_1.8.4             pkgconfig_2.0.2       
+[21] zlibbioc_1.32.0        purrr_0.3.2            scales_1.0.0           VennDiagram_1.6.20    
+[25] getopt_1.20.3          BiocParallel_1.20.1    tibble_2.1.3           styler_1.1.1          
+[29] ggupset_0.1.0.9000     ggplot2_3.2.0          withr_2.1.2            lazyeval_0.2.2        
+[33] cli_1.1.0              magrittr_1.5           crayon_1.3.4           memoise_1.1.0         
+[37] evaluate_0.14          GGally_1.4.0           forcats_0.4.0          tools_3.6.0           
+[41] data.table_1.12.2      hms_0.4.2              formatR_1.7            stringr_1.4.0         
+[45] munsell_0.5.0          lambda.r_1.2.3         compiler_3.6.0         rlang_0.4.0           
+[49] futile.logger_1.4.3    grid_3.6.0             RCurl_1.95-4.12        rstudioapi_0.10       
+[53] htmlwidgets_1.3        bitops_1.0-6           colorblindr_0.1.0      base64enc_0.1-3       
+[57] labeling_0.3           rmarkdown_1.13         gtable_0.3.0           DBI_1.0.0             
+[61] reshape_0.8.8          curl_3.3               rematch2_2.0.1         reshape2_1.4.3        
+[65] R6_2.4.0               knitr_1.23             dplyr_0.8.3            bit_1.1-14            
+[69] futile.options_1.0.1   readr_1.3.1            stringi_1.4.3          Rcpp_1.0.1            
+[73] dbplyr_1.4.2           tidyselect_0.2.5       xfun_0.8              
+ + +
+ +
---
title: "TCGA Plot Caller Comparisons"
output: 
  html_notebook:
    toc: TRUE
    toc_float: TRUE
author: C. Savonen for ALSF CCDL
date: 2019
---

Purpose: Why are TCGA and PBTA data so different and why is TCGA TMB not higher than 
PBTA as we expected from literature and the results from Grobner et al. 

Conclusions from this notebook: 
Although it may be partially a caller-specific thing, we also suspect a problem with 
Lancet's TCGA calls which is likely because it is all WXS data. 

#### Usage

To run this from the command line, use:
```
Rscript -e "rmarkdown::render('analyses/snv-callers/explore-tcga-pbta.Rmd', 
                              clean = TRUE)"
```

_This assumes you are in the top directory of the repository._

## Setup

#### Packages and functions

Read in set up script.

```{r}
# Magrittr pipe
`%>%` <- dplyr::`%>%`

source(file.path("..", "..", "snv-callers", "util", "tmb_functions.R"))
source(file.path("..", "..", "chromosomal-instability", "util", "chr-break-plot.R"))
source(file.path("..", "..", "chromosomal-instability", "util", "circos-plots.R"))
```

Declare directory paths. 

```{r}
scratch_dir <- file.path("..", "..", "..", "scratch")
data_dir <- file.path("..", "..", "..", "data")
plots_dir <- file.path("..", "plots", "tcga-vs-pbta-plots")

if (!dir.exists(plots_dir)) {
  dir.create(plots_dir)
}
```

### Special functions 

Function for setting up PBTA data from the database. 

```{r}
set_up_pbta <- function(data.name) {
  # Start up connection
  con <- DBI::dbConnect(RSQLite::SQLite(), 
                        file.path(scratch_dir, "v11_snv_db.sqlite"))
  
  # Connect to SQL
  df <- dplyr::tbl(con, data.name) %>% 
    dplyr::select(join_cols, "VAF") %>% 
    as.data.frame() %>% 
    dplyr::inner_join(
    pbta_metadata %>% 
      dplyr::select(Tumor_Sample_Barcode = Kids_First_Biospecimen_ID,
                    experimental_strategy, short_histology)) %>% 
    dplyr::filter(experimental_strategy == "WXS")
    
  return(df)
}
```

Function for setting up TCGA data from the database. 

```{r}
set_up_tcga <- function(data.name) {
    # Start up connection
  con <- DBI::dbConnect(RSQLite::SQLite(), file.path(scratch_dir, "tcga_snv_db.sqlite"))
  
  # Connect to SQL
  df <- dplyr::tbl(con, data.name) %>% 
    dplyr::select(join_cols) %>% 
    as.data.frame() %>% 
    # Shorten the Tumor_Sample_Barcode so it matches
    dplyr::mutate(Tumor_Sample_Barcode = substr(Tumor_Sample_Barcode, 0, 12)) %>% 
    dplyr::inner_join(tcga_metadata %>% dplyr::select(Tumor_Sample_Barcode, short_histology, experimental_strategy)) 

  return(df)
}
```

Function for making a combined CDF plot for TMB. 

```{r}
tmb_cdf_plot <- function(tmb_df, plot_title) {
  cdf_plot <- 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_mean = mean(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_mean)) %>% 
    # Now we will plot these as cummulative distribution plots
    ggplot2::ggplot(ggplot2::aes(
      x = hist_rank, 
      y = tmb,
      color = datasets
    )) +
    ggplot2::geom_point() + 
    # Add summary line for mean
    ggplot2::geom_segment(x = 0, xend = 1, color = "grey", 
                          ggplot2::aes(y = hist_mean, yend = hist_mean)) +
    # Separate by histology
    ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = "bottom") +
    ggplot2::theme_classic() +
    ggplot2::xlab("") +
    ggplot2::ylab("TMB") +
    # Transform to log10 make non-log y-axis labels
    ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30)) +
    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)
  
  ggplot2::ggsave(filename = file.path(plots_dir, paste0(plot_title, ".png")), plot = cdf_plot, width = 10, height = 7.5)
  
  cdf_plot
}
```

Function for comparing the sequence overlap of two GenomicRanges objects. 

```{r}
bed_overlap <- function(bed_granges_1, 
                        bed_granges_2,
                        name_1, 
                        name_2, 
                        plot_name) {
  # Find intersection
  overlaps <- GenomicRanges::intersect(bed_granges_1, bed_granges_2)
  
  # Percent of TCGA Target region covered by overlap
  sum(overlaps@ranges@width) / sum(bed_granges_2@ranges@width)

  # Percent of PBTA Target region covered by overlap
  sum(bed_granges_1@ranges@width)

  # Make filename to save plot as
  plot.file <- file.path(plots_dir, paste0(plot_name, ".png"))
  
  # Make the Venn diagram
  grid::grid.newpage();
  venn.plot <- VennDiagram::draw.pairwise.venn(
    area1 = sum(bed_granges_1@ranges@width),
    area2 = sum(bed_granges_2@ranges@width),
    cross.area = sum(overlaps@ranges@width),
    category = c(name_1, name_2),
    fill = c("#F8766D", "#00BFC4"),
    cex = 2,
    cat.cex = 1.5,
    #cat.dist = c(-0.05, -0.05),
    #cat.pos = c(170, 65),
    ext.pos = 0,
    ext.dist = -0.01,
    ext.length = .8,
    ext.line.lwd = 2,
    ext.line.lty = "dashed", 
    margin = 0.1);
  grid::grid.draw(venn.plot)

  png(plot.file);
  grid::grid.draw(venn.plot);
  dev.off()
  
  cat(" Ratio of", name_1, "overlapped:", 
     sum(overlaps@ranges@width)/sum(bed_granges_1@ranges@width), "\n",
     "Ratio of", name_2, "overlapped:", 
     sum(overlaps@ranges@width)/sum(bed_granges_2@ranges@width), "\n"
    )
}
```

Read in the metadata. 

```{r}
pbta_metadata <- readr::read_tsv(file.path(data_dir, "pbta-histologies.tsv")) 
tcga_metadata <- readr::read_tsv(file.path(data_dir, "pbta-tcga-manifest.tsv")) %>% 
    dplyr::mutate(experimental_strategy = "WXS", # This field doesn't exist for this data, but all is WXS
                  short_histology = Primary_diagnosis) # This field is named differently
```

## Connect to databases

Note what columns we will join by.

```{r}
join_cols = c("Chromosome",
              "Start_Position",
              "End_Position", 
              "Reference_Allele",
              "Allele",
              "Tumor_Sample_Barcode", 
              "Variant_Classification", 
              "t_depth",
              "t_ref_count", 
              "t_alt_count", 
              "n_depth", 
              "n_ref_count", 
              "n_alt_count", 
              "VAF")
```

Set up TCGA data. 

```{r}
tcga_lancet <- set_up_tcga("lancet")
tcga_mutect <- set_up_tcga("mutect")
tcga_strelka <- set_up_tcga("strelka")
tcga_consensus <- set_up_tcga("consensus")
```

Set up PBTA data. 

```{r}
pbta_lancet <- set_up_pbta("lancet")
pbta_mutect <- set_up_pbta("mutect")
pbta_strelka <- set_up_pbta("strelka")
pbta_consensus <- set_up_pbta("consensus")
```

Set up combined PBTA and TCGA data.frames. 

```{r}
lancet <- dplyr::bind_rows(list(tcga = tcga_lancet,  
                                pbta = pbta_lancet), .id = "dataset") %>% 
  dplyr::mutate(dataset = as.factor(dataset))

mutect <- dplyr::bind_rows(list(tcga = tcga_mutect, 
                                pbta = pbta_mutect), .id = "dataset") %>% 
  dplyr::mutate(dataset = as.factor(dataset)) 

strelka <- dplyr::bind_rows(list(tcga = tcga_strelka, 
                                pbta = pbta_strelka), .id = "dataset") %>% 
  dplyr::mutate(dataset = as.factor(dataset)) 
```

## Is this a tumor sequencing depth problem for certain callers? 

We'll plot the tumor sequencing depth for each caller. 

```{r}
lancet %>% 
  ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + 
  ggplot2::geom_density() 
```

```{r}
mutect %>% 
  ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + 
  ggplot2::geom_density() 
```

```{r}
strelka %>% 
  ggplot2::ggplot(ggplot2::aes(x = VAF, color = dataset)) + 
  ggplot2::geom_density() 
```

## Is this a caller specific problem

Lancet only TMB:

```{r}
lancet_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_lancet,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_lancet,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), # There's no TCGA WGS samples, this is just a place holder and won't be used.  
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(lancet_tmb, plot_title = "Lancet")
```

Mutect only TMB:

```{r}
mutect_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_mutect,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_mutect,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(mutect_tmb, plot_title = "Mutect2")
```

Strelka only TMB:

```{r}
strelka_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_strelka,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_strelka,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(strelka_tmb, plot_title = "Strelka2")
```

Consensus TMB:

```{r}
consensus_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_consensus,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_consensus,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(consensus_tmb, plot_title = "Consensus")
```

## Let's find the overlap of the target regions of both datasets

Download a TCGA Target BED regions file from MC3, and format the chromosome data to 
be `chr`, save as a TSV file. 

```{r}
tcga_bed <- readr::read_tsv("https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b", col_names = c("chr", "start", "end")) %>% 
  dplyr::filter(!is.na(chr)) %>% 
  dplyr::mutate(chr = paste0("chr", chr)) %>% 
  readr::write_tsv(file.path("..", "ref_files", "gencode.v19.basic.exome.tsv"), 
                   col_names = FALSE)
```

After using [UCSC BED liftover](https://genome.ucsc.edu/cgi-bin/hgLiftOver) to convert 
from the Target BED regions for TCGA data from hg19 to hg38 (What the PBTA data is using).

```{r}
tcga_lift_bed <- readr::read_tsv(file.path("..", "ref_files",
                                      "hg38_liftover_genome_gencode.v19.basic.exome.bed"), 
                            col_names = c("chr", "start", "end")) %>% 
  dplyr::mutate(chr = stringr::word(chr, sep = "_", 1)) 

# Make GRanges for CNV data
tcga_lift_granges <- GenomicRanges::GRanges(
  seqnames = tcga_lift_bed$chr,
  ranges = IRanges::IRanges(
    start = tcga_lift_bed$start,
    end = tcga_lift_bed$end
  ))

# Reduce this to it's essential ranges
tcga_lift_granges <- GenomicRanges::reduce(tcga_lift_granges)
```

Make a TCGA BED GenomicRanges. 

```{r}
# Make GRanges for CNV data
tcga_granges <- GenomicRanges::GRanges(
  seqnames = tcga_bed$chr,
  ranges = IRanges::IRanges(
    start = tcga_bed$start,
    end = tcga_bed$end
  ))

# Reduce this to it's essential ranges
tcga_granges <- GenomicRanges::reduce(tcga_granges)
```

Format the PBTA WXS data as a GRanges object. 

```{r}
#pbta_bed <- readr::read_tsv(file.path(scratch_dir, "intersect_cds_WXS.bed"), 
pbta_bed <- readr::read_tsv(file.path(data_dir, "WXS.hg38.100bp_padded.bed"), 
                            col_names = c("chr", "start", "end")) %>% 
  dplyr::filter(!is.na(chr)) 

# Make GRanges for CNV data
pbta_granges <- GenomicRanges::GRanges(
  seqnames = pbta_bed$chr,
  ranges = IRanges::IRanges(
    start = pbta_bed$start,
    end = pbta_bed$end
  ))

# Reduce this to it's essential ranges
pbta_granges <- GenomicRanges::reduce(pbta_granges)
```

Read in the coding sequence regions file. 

```{r}
cds_bed <- readr::read_tsv(file.path(scratch_dir, 
                                     "exon_gencode.v27.primary_assembly.annotation.bed"), 
                           col_names = c("chr", "start", "end")) %>% 
  dplyr::filter(!is.na(chr))

# Make GRanges
cds_granges <- GenomicRanges::GRanges(
  seqnames = cds_bed$chr,
  ranges = IRanges::IRanges(
    start = cds_bed$start,
    end = cds_bed$end
  ))

# Reduce this to it's essential ranges
cds_granges <- GenomicRanges::reduce(cds_granges)
```

We also need to see how this translates to CDS regions:

```{r}
# Find CDS intersection
pbta_cds_granges <- GenomicRanges::intersect(pbta_granges, cds_granges)
tcga_cds_granges <- GenomicRanges::intersect(tcga_granges, cds_granges)
tcga_lift_cds_granges <- GenomicRanges::intersect(tcga_lift_granges, cds_granges)
```

## Make Venn diagrams of these overlaps

Find overlap between the TCGA (non-liftover) and PBTA data. 

```{r}
bed_overlap(pbta_granges, 
            tcga_granges, 
            plot_name = "PBTA vs TCGA WXS target BED", 
            name_1 = "PBTA", 
            name_2 = "TCGA")
```

Find overlap between the liftover TCGA target BED region and PBTA data. 

```{r}
bed_overlap(pbta_granges, 
            tcga_lift_granges, 
            plot_name = "PBTA vs TCGA WXS liftover target BED", 
            name_1 = "PBTA", 
            name_2 = "TCGA liftover")
```

Find overlap between coding sequences only of the liftover TCGA target BED region and PBTA data. 

```{r}
bed_overlap(pbta_cds_granges, 
            tcga_lift_cds_granges, 
            plot_name = "PBTA vs TCGA WXS liftover coding sequence target BED", 
            name_1 = "PBTA CDS", 
            name_2 = "TCGA lift CDS")
```

Find overlap between coding sequences only of the TCGA target BED region and PBTA data. 

```{r}
bed_overlap(pbta_cds_granges, 
            tcga_cds_granges, 
            plot_name = "PBTA vs TCGA WXS Coding sequence target BED", 
            name_1 = "PBTA CDS", 
            name_2 = "TCGA CDS")
```

## Session Info

```{r}
sessionInfo()
```

+ + +
+
+ +
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zRIANhDMo|yk#IaSQwaoJXVWCcMI(4>pL=j+s(V{Sd?0ZXC8)mlbM~%O?vJ^k*=lcg za<&}_!H0`_hE(Hlg*RjbR`V5jHIL-UtH$-`hiG)BL*fq48EB%w|Qw3{e`Dl2zgnH}-BUjTOR;$p<1g4*g_G&P{jJC0`8 z1t2l)bd0!@f%I)D8XC~1qb8e1OkDL++>et16qm)neW?{{0!IU4y3YUhr7fvZhE)xT z`WzaLT6JaNT}7s5gurzyIS!+f>ieF~e$YQL(2EZ1KOLoi7LlL`@(JsAW(C!awSUL% z$bfTP_e9mrH=4msv`Gi{!RFHHpyG}}^5@{R!o_u*H3NoGU7dGTkt31j-t^;H6UCUr z3Yz~Vqy369g>~_QVlr|&QAdUu8pAzick-b>Nn!Emx}h3rA3d|J7H|P6q_i#%vjr<` zw;NVB-{c)z;kS4D3jF3DEjeI0=R1ke?{7clZD+#!s?CUE)W>g`7rQsPliEL5Es#n5 z+BH$HMD2#C-4Fnf+S5>b8fr~JttqHA1yy@MQ464|7oyfTR4>GTuz7r$>{-xXF0=oJ z7f)UHGACaBs2wd+v34%BDVItleQs9lFz&ro|9YAxdb cM~gUc#}^x{(_ANZmd88Pe%PRW1E&Q36ZPGy1poj5 literal 0 HcmV?d00001 From 315d8d3020bfd8ff99d2e1097d7f333d20d2c733 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Tue, 25 Feb 2020 11:56:21 -0500 Subject: [PATCH 02/18] Add to CircleCI --- .circleci/config.yml | 3 +++ analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd | 2 +- .../snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html | 2 +- 3 files changed, 5 insertions(+), 2 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 78a1b7a38b..bfa29d18fc 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -167,6 +167,9 @@ jobs: name: Telomerase activity command: ./scripts/run_in_ci.sh bash analyses/telomerase-activity-prediction/RUN-telomerase-activity-prediction.sh + - run: + name: PBTA vs TCGA explore + command: ./scripts/run_in_ci.sh Rscript -e "rmarkdown::render('analyses/snv-callers/explore-tcga-pbta.Rmd', clean = TRUE)" ################################ #### Add your analysis here #### diff --git a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd index 815067949f..6e8242d7c1 100644 --- a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd +++ b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd @@ -60,7 +60,7 @@ Function for setting up PBTA data from the database. set_up_pbta <- function(data.name) { # Start up connection con <- DBI::dbConnect(RSQLite::SQLite(), - file.path(scratch_dir, "v11_snv_db.sqlite")) + file.path(scratch_dir, "snv_db.sqlite")) # Connect to SQL df <- dplyr::tbl(con, data.name) %>% diff --git a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html index 4af18ef74f..216b48870e 100644 --- a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html +++ b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html @@ -3914,7 +3914,7 @@

Session Info

-
---
title: "TCGA Plot Caller Comparisons"
output: 
  html_notebook:
    toc: TRUE
    toc_float: TRUE
author: C. Savonen for ALSF CCDL
date: 2019
---

Purpose: Why are TCGA and PBTA data so different and why is TCGA TMB not higher than 
PBTA as we expected from literature and the results from Grobner et al. 

Conclusions from this notebook: 
Although it may be partially a caller-specific thing, we also suspect a problem with 
Lancet's TCGA calls which is likely because it is all WXS data. 

#### Usage

To run this from the command line, use:
```
Rscript -e "rmarkdown::render('analyses/snv-callers/explore-tcga-pbta.Rmd', 
                              clean = TRUE)"
```

_This assumes you are in the top directory of the repository._

## Setup

#### Packages and functions

Read in set up script.

```{r}
# Magrittr pipe
`%>%` <- dplyr::`%>%`

source(file.path("..", "..", "snv-callers", "util", "tmb_functions.R"))
source(file.path("..", "..", "chromosomal-instability", "util", "chr-break-plot.R"))
source(file.path("..", "..", "chromosomal-instability", "util", "circos-plots.R"))
```

Declare directory paths. 

```{r}
scratch_dir <- file.path("..", "..", "..", "scratch")
data_dir <- file.path("..", "..", "..", "data")
plots_dir <- file.path("..", "plots", "tcga-vs-pbta-plots")

if (!dir.exists(plots_dir)) {
  dir.create(plots_dir)
}
```

### Special functions 

Function for setting up PBTA data from the database. 

```{r}
set_up_pbta <- function(data.name) {
  # Start up connection
  con <- DBI::dbConnect(RSQLite::SQLite(), 
                        file.path(scratch_dir, "v11_snv_db.sqlite"))
  
  # Connect to SQL
  df <- dplyr::tbl(con, data.name) %>% 
    dplyr::select(join_cols, "VAF") %>% 
    as.data.frame() %>% 
    dplyr::inner_join(
    pbta_metadata %>% 
      dplyr::select(Tumor_Sample_Barcode = Kids_First_Biospecimen_ID,
                    experimental_strategy, short_histology)) %>% 
    dplyr::filter(experimental_strategy == "WXS")
    
  return(df)
}
```

Function for setting up TCGA data from the database. 

```{r}
set_up_tcga <- function(data.name) {
    # Start up connection
  con <- DBI::dbConnect(RSQLite::SQLite(), file.path(scratch_dir, "tcga_snv_db.sqlite"))
  
  # Connect to SQL
  df <- dplyr::tbl(con, data.name) %>% 
    dplyr::select(join_cols) %>% 
    as.data.frame() %>% 
    # Shorten the Tumor_Sample_Barcode so it matches
    dplyr::mutate(Tumor_Sample_Barcode = substr(Tumor_Sample_Barcode, 0, 12)) %>% 
    dplyr::inner_join(tcga_metadata %>% dplyr::select(Tumor_Sample_Barcode, short_histology, experimental_strategy)) 

  return(df)
}
```

Function for making a combined CDF plot for TMB. 

```{r}
tmb_cdf_plot <- function(tmb_df, plot_title) {
  cdf_plot <- 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_mean = mean(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_mean)) %>% 
    # Now we will plot these as cummulative distribution plots
    ggplot2::ggplot(ggplot2::aes(
      x = hist_rank, 
      y = tmb,
      color = datasets
    )) +
    ggplot2::geom_point() + 
    # Add summary line for mean
    ggplot2::geom_segment(x = 0, xend = 1, color = "grey", 
                          ggplot2::aes(y = hist_mean, yend = hist_mean)) +
    # Separate by histology
    ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = "bottom") +
    ggplot2::theme_classic() +
    ggplot2::xlab("") +
    ggplot2::ylab("TMB") +
    # Transform to log10 make non-log y-axis labels
    ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30)) +
    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)
  
  ggplot2::ggsave(filename = file.path(plots_dir, paste0(plot_title, ".png")), plot = cdf_plot, width = 10, height = 7.5)
  
  cdf_plot
}
```

Function for comparing the sequence overlap of two GenomicRanges objects. 

```{r}
bed_overlap <- function(bed_granges_1, 
                        bed_granges_2,
                        name_1, 
                        name_2, 
                        plot_name) {
  # Find intersection
  overlaps <- GenomicRanges::intersect(bed_granges_1, bed_granges_2)
  
  # Percent of TCGA Target region covered by overlap
  sum(overlaps@ranges@width) / sum(bed_granges_2@ranges@width)

  # Percent of PBTA Target region covered by overlap
  sum(bed_granges_1@ranges@width)

  # Make filename to save plot as
  plot.file <- file.path(plots_dir, paste0(plot_name, ".png"))
  
  # Make the Venn diagram
  grid::grid.newpage();
  venn.plot <- VennDiagram::draw.pairwise.venn(
    area1 = sum(bed_granges_1@ranges@width),
    area2 = sum(bed_granges_2@ranges@width),
    cross.area = sum(overlaps@ranges@width),
    category = c(name_1, name_2),
    fill = c("#F8766D", "#00BFC4"),
    cex = 2,
    cat.cex = 1.5,
    #cat.dist = c(-0.05, -0.05),
    #cat.pos = c(170, 65),
    ext.pos = 0,
    ext.dist = -0.01,
    ext.length = .8,
    ext.line.lwd = 2,
    ext.line.lty = "dashed", 
    margin = 0.1);
  grid::grid.draw(venn.plot)

  png(plot.file);
  grid::grid.draw(venn.plot);
  dev.off()
  
  cat(" Ratio of", name_1, "overlapped:", 
     sum(overlaps@ranges@width)/sum(bed_granges_1@ranges@width), "\n",
     "Ratio of", name_2, "overlapped:", 
     sum(overlaps@ranges@width)/sum(bed_granges_2@ranges@width), "\n"
    )
}
```

Read in the metadata. 

```{r}
pbta_metadata <- readr::read_tsv(file.path(data_dir, "pbta-histologies.tsv")) 
tcga_metadata <- readr::read_tsv(file.path(data_dir, "pbta-tcga-manifest.tsv")) %>% 
    dplyr::mutate(experimental_strategy = "WXS", # This field doesn't exist for this data, but all is WXS
                  short_histology = Primary_diagnosis) # This field is named differently
```

## Connect to databases

Note what columns we will join by.

```{r}
join_cols = c("Chromosome",
              "Start_Position",
              "End_Position", 
              "Reference_Allele",
              "Allele",
              "Tumor_Sample_Barcode", 
              "Variant_Classification", 
              "t_depth",
              "t_ref_count", 
              "t_alt_count", 
              "n_depth", 
              "n_ref_count", 
              "n_alt_count", 
              "VAF")
```

Set up TCGA data. 

```{r}
tcga_lancet <- set_up_tcga("lancet")
tcga_mutect <- set_up_tcga("mutect")
tcga_strelka <- set_up_tcga("strelka")
tcga_consensus <- set_up_tcga("consensus")
```

Set up PBTA data. 

```{r}
pbta_lancet <- set_up_pbta("lancet")
pbta_mutect <- set_up_pbta("mutect")
pbta_strelka <- set_up_pbta("strelka")
pbta_consensus <- set_up_pbta("consensus")
```

Set up combined PBTA and TCGA data.frames. 

```{r}
lancet <- dplyr::bind_rows(list(tcga = tcga_lancet,  
                                pbta = pbta_lancet), .id = "dataset") %>% 
  dplyr::mutate(dataset = as.factor(dataset))

mutect <- dplyr::bind_rows(list(tcga = tcga_mutect, 
                                pbta = pbta_mutect), .id = "dataset") %>% 
  dplyr::mutate(dataset = as.factor(dataset)) 

strelka <- dplyr::bind_rows(list(tcga = tcga_strelka, 
                                pbta = pbta_strelka), .id = "dataset") %>% 
  dplyr::mutate(dataset = as.factor(dataset)) 
```

## Is this a tumor sequencing depth problem for certain callers? 

We'll plot the tumor sequencing depth for each caller. 

```{r}
lancet %>% 
  ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + 
  ggplot2::geom_density() 
```

```{r}
mutect %>% 
  ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + 
  ggplot2::geom_density() 
```

```{r}
strelka %>% 
  ggplot2::ggplot(ggplot2::aes(x = VAF, color = dataset)) + 
  ggplot2::geom_density() 
```

## Is this a caller specific problem

Lancet only TMB:

```{r}
lancet_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_lancet,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_lancet,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), # There's no TCGA WGS samples, this is just a place holder and won't be used.  
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(lancet_tmb, plot_title = "Lancet")
```

Mutect only TMB:

```{r}
mutect_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_mutect,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_mutect,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(mutect_tmb, plot_title = "Mutect2")
```

Strelka only TMB:

```{r}
strelka_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_strelka,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_strelka,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(strelka_tmb, plot_title = "Strelka2")
```

Consensus TMB:

```{r}
consensus_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_consensus,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_consensus,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(consensus_tmb, plot_title = "Consensus")
```

## Let's find the overlap of the target regions of both datasets

Download a TCGA Target BED regions file from MC3, and format the chromosome data to 
be `chr`, save as a TSV file. 

```{r}
tcga_bed <- readr::read_tsv("https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b", col_names = c("chr", "start", "end")) %>% 
  dplyr::filter(!is.na(chr)) %>% 
  dplyr::mutate(chr = paste0("chr", chr)) %>% 
  readr::write_tsv(file.path("..", "ref_files", "gencode.v19.basic.exome.tsv"), 
                   col_names = FALSE)
```

After using [UCSC BED liftover](https://genome.ucsc.edu/cgi-bin/hgLiftOver) to convert 
from the Target BED regions for TCGA data from hg19 to hg38 (What the PBTA data is using).

```{r}
tcga_lift_bed <- readr::read_tsv(file.path("..", "ref_files",
                                      "hg38_liftover_genome_gencode.v19.basic.exome.bed"), 
                            col_names = c("chr", "start", "end")) %>% 
  dplyr::mutate(chr = stringr::word(chr, sep = "_", 1)) 

# Make GRanges for CNV data
tcga_lift_granges <- GenomicRanges::GRanges(
  seqnames = tcga_lift_bed$chr,
  ranges = IRanges::IRanges(
    start = tcga_lift_bed$start,
    end = tcga_lift_bed$end
  ))

# Reduce this to it's essential ranges
tcga_lift_granges <- GenomicRanges::reduce(tcga_lift_granges)
```

Make a TCGA BED GenomicRanges. 

```{r}
# Make GRanges for CNV data
tcga_granges <- GenomicRanges::GRanges(
  seqnames = tcga_bed$chr,
  ranges = IRanges::IRanges(
    start = tcga_bed$start,
    end = tcga_bed$end
  ))

# Reduce this to it's essential ranges
tcga_granges <- GenomicRanges::reduce(tcga_granges)
```

Format the PBTA WXS data as a GRanges object. 

```{r}
#pbta_bed <- readr::read_tsv(file.path(scratch_dir, "intersect_cds_WXS.bed"), 
pbta_bed <- readr::read_tsv(file.path(data_dir, "WXS.hg38.100bp_padded.bed"), 
                            col_names = c("chr", "start", "end")) %>% 
  dplyr::filter(!is.na(chr)) 

# Make GRanges for CNV data
pbta_granges <- GenomicRanges::GRanges(
  seqnames = pbta_bed$chr,
  ranges = IRanges::IRanges(
    start = pbta_bed$start,
    end = pbta_bed$end
  ))

# Reduce this to it's essential ranges
pbta_granges <- GenomicRanges::reduce(pbta_granges)
```

Read in the coding sequence regions file. 

```{r}
cds_bed <- readr::read_tsv(file.path(scratch_dir, 
                                     "exon_gencode.v27.primary_assembly.annotation.bed"), 
                           col_names = c("chr", "start", "end")) %>% 
  dplyr::filter(!is.na(chr))

# Make GRanges
cds_granges <- GenomicRanges::GRanges(
  seqnames = cds_bed$chr,
  ranges = IRanges::IRanges(
    start = cds_bed$start,
    end = cds_bed$end
  ))

# Reduce this to it's essential ranges
cds_granges <- GenomicRanges::reduce(cds_granges)
```

We also need to see how this translates to CDS regions:

```{r}
# Find CDS intersection
pbta_cds_granges <- GenomicRanges::intersect(pbta_granges, cds_granges)
tcga_cds_granges <- GenomicRanges::intersect(tcga_granges, cds_granges)
tcga_lift_cds_granges <- GenomicRanges::intersect(tcga_lift_granges, cds_granges)
```

## Make Venn diagrams of these overlaps

Find overlap between the TCGA (non-liftover) and PBTA data. 

```{r}
bed_overlap(pbta_granges, 
            tcga_granges, 
            plot_name = "PBTA vs TCGA WXS target BED", 
            name_1 = "PBTA", 
            name_2 = "TCGA")
```

Find overlap between the liftover TCGA target BED region and PBTA data. 

```{r}
bed_overlap(pbta_granges, 
            tcga_lift_granges, 
            plot_name = "PBTA vs TCGA WXS liftover target BED", 
            name_1 = "PBTA", 
            name_2 = "TCGA liftover")
```

Find overlap between coding sequences only of the liftover TCGA target BED region and PBTA data. 

```{r}
bed_overlap(pbta_cds_granges, 
            tcga_lift_cds_granges, 
            plot_name = "PBTA vs TCGA WXS liftover coding sequence target BED", 
            name_1 = "PBTA CDS", 
            name_2 = "TCGA lift CDS")
```

Find overlap between coding sequences only of the TCGA target BED region and PBTA data. 

```{r}
bed_overlap(pbta_cds_granges, 
            tcga_cds_granges, 
            plot_name = "PBTA vs TCGA WXS Coding sequence target BED", 
            name_1 = "PBTA CDS", 
            name_2 = "TCGA CDS")
```

## Session Info

```{r}
sessionInfo()
```

+
---
title: "TCGA Plot Caller Comparisons"
output: 
  html_notebook:
    toc: TRUE
    toc_float: TRUE
author: C. Savonen for ALSF CCDL
date: 2019
---

Purpose: Why are TCGA and PBTA data so different and why is TCGA TMB not higher than 
PBTA as we expected from literature and the results from Grobner et al. 

Conclusions from this notebook: 
Although it may be partially a caller-specific thing, we also suspect a problem with 
Lancet's TCGA calls which is likely because it is all WXS data. 

#### Usage

To run this from the command line, use:
```
Rscript -e "rmarkdown::render('analyses/snv-callers/explore-tcga-pbta.Rmd', 
                              clean = TRUE)"
```

_This assumes you are in the top directory of the repository._

## Setup

#### Packages and functions

Read in set up script.

```{r}
# Magrittr pipe
`%>%` <- dplyr::`%>%`

source(file.path("..", "..", "snv-callers", "util", "tmb_functions.R"))
source(file.path("..", "..", "chromosomal-instability", "util", "chr-break-plot.R"))
source(file.path("..", "..", "chromosomal-instability", "util", "circos-plots.R"))
```

Declare directory paths. 

```{r}
scratch_dir <- file.path("..", "..", "..", "scratch")
data_dir <- file.path("..", "..", "..", "data")
plots_dir <- file.path("..", "plots", "tcga-vs-pbta-plots")

if (!dir.exists(plots_dir)) {
  dir.create(plots_dir)
}
```

### Special functions 

Function for setting up PBTA data from the database. 

```{r}
set_up_pbta <- function(data.name) {
  # Start up connection
  con <- DBI::dbConnect(RSQLite::SQLite(), 
                        file.path(scratch_dir, "snv_db.sqlite"))
  
  # Connect to SQL
  df <- dplyr::tbl(con, data.name) %>% 
    dplyr::select(join_cols, "VAF") %>% 
    as.data.frame() %>% 
    dplyr::inner_join(
    pbta_metadata %>% 
      dplyr::select(Tumor_Sample_Barcode = Kids_First_Biospecimen_ID,
                    experimental_strategy, short_histology)) %>% 
    dplyr::filter(experimental_strategy == "WXS")
    
  return(df)
}
```

Function for setting up TCGA data from the database. 

```{r}
set_up_tcga <- function(data.name) {
    # Start up connection
  con <- DBI::dbConnect(RSQLite::SQLite(), file.path(scratch_dir, "tcga_snv_db.sqlite"))
  
  # Connect to SQL
  df <- dplyr::tbl(con, data.name) %>% 
    dplyr::select(join_cols) %>% 
    as.data.frame() %>% 
    # Shorten the Tumor_Sample_Barcode so it matches
    dplyr::mutate(Tumor_Sample_Barcode = substr(Tumor_Sample_Barcode, 0, 12)) %>% 
    dplyr::inner_join(tcga_metadata %>% dplyr::select(Tumor_Sample_Barcode, short_histology, experimental_strategy)) 

  return(df)
}
```

Function for making a combined CDF plot for TMB. 

```{r}
tmb_cdf_plot <- function(tmb_df, plot_title) {
  cdf_plot <- 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_mean = mean(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_mean)) %>% 
    # Now we will plot these as cummulative distribution plots
    ggplot2::ggplot(ggplot2::aes(
      x = hist_rank, 
      y = tmb,
      color = datasets
    )) +
    ggplot2::geom_point() + 
    # Add summary line for mean
    ggplot2::geom_segment(x = 0, xend = 1, color = "grey", 
                          ggplot2::aes(y = hist_mean, yend = hist_mean)) +
    # Separate by histology
    ggplot2::facet_wrap(~ short_histology + sample_size, nrow = 1, strip.position = "bottom") +
    ggplot2::theme_classic() +
    ggplot2::xlab("") +
    ggplot2::ylab("TMB") +
    # Transform to log10 make non-log y-axis labels
    ggplot2::scale_y_continuous(trans = "log1p", breaks = c(0, 1, 3, 10, 30)) +
    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)
  
  ggplot2::ggsave(filename = file.path(plots_dir, paste0(plot_title, ".png")), plot = cdf_plot, width = 10, height = 7.5)
  
  cdf_plot
}
```

Function for comparing the sequence overlap of two GenomicRanges objects. 

```{r}
bed_overlap <- function(bed_granges_1, 
                        bed_granges_2,
                        name_1, 
                        name_2, 
                        plot_name) {
  # Find intersection
  overlaps <- GenomicRanges::intersect(bed_granges_1, bed_granges_2)
  
  # Percent of TCGA Target region covered by overlap
  sum(overlaps@ranges@width) / sum(bed_granges_2@ranges@width)

  # Percent of PBTA Target region covered by overlap
  sum(bed_granges_1@ranges@width)

  # Make filename to save plot as
  plot.file <- file.path(plots_dir, paste0(plot_name, ".png"))
  
  # Make the Venn diagram
  grid::grid.newpage();
  venn.plot <- VennDiagram::draw.pairwise.venn(
    area1 = sum(bed_granges_1@ranges@width),
    area2 = sum(bed_granges_2@ranges@width),
    cross.area = sum(overlaps@ranges@width),
    category = c(name_1, name_2),
    fill = c("#F8766D", "#00BFC4"),
    cex = 2,
    cat.cex = 1.5,
    #cat.dist = c(-0.05, -0.05),
    #cat.pos = c(170, 65),
    ext.pos = 0,
    ext.dist = -0.01,
    ext.length = .8,
    ext.line.lwd = 2,
    ext.line.lty = "dashed", 
    margin = 0.1);
  grid::grid.draw(venn.plot)

  png(plot.file);
  grid::grid.draw(venn.plot);
  dev.off()
  
  cat(" Ratio of", name_1, "overlapped:", 
     sum(overlaps@ranges@width)/sum(bed_granges_1@ranges@width), "\n",
     "Ratio of", name_2, "overlapped:", 
     sum(overlaps@ranges@width)/sum(bed_granges_2@ranges@width), "\n"
    )
}
```

Read in the metadata. 

```{r}
pbta_metadata <- readr::read_tsv(file.path(data_dir, "pbta-histologies.tsv")) 
tcga_metadata <- readr::read_tsv(file.path(data_dir, "pbta-tcga-manifest.tsv")) %>% 
    dplyr::mutate(experimental_strategy = "WXS", # This field doesn't exist for this data, but all is WXS
                  short_histology = Primary_diagnosis) # This field is named differently
```

## Connect to databases

Note what columns we will join by.

```{r}
join_cols = c("Chromosome",
              "Start_Position",
              "End_Position", 
              "Reference_Allele",
              "Allele",
              "Tumor_Sample_Barcode", 
              "Variant_Classification", 
              "t_depth",
              "t_ref_count", 
              "t_alt_count", 
              "n_depth", 
              "n_ref_count", 
              "n_alt_count", 
              "VAF")
```

Set up TCGA data. 

```{r}
tcga_lancet <- set_up_tcga("lancet")
tcga_mutect <- set_up_tcga("mutect")
tcga_strelka <- set_up_tcga("strelka")
tcga_consensus <- set_up_tcga("consensus")
```

Set up PBTA data. 

```{r}
pbta_lancet <- set_up_pbta("lancet")
pbta_mutect <- set_up_pbta("mutect")
pbta_strelka <- set_up_pbta("strelka")
pbta_consensus <- set_up_pbta("consensus")
```

Set up combined PBTA and TCGA data.frames. 

```{r}
lancet <- dplyr::bind_rows(list(tcga = tcga_lancet,  
                                pbta = pbta_lancet), .id = "dataset") %>% 
  dplyr::mutate(dataset = as.factor(dataset))

mutect <- dplyr::bind_rows(list(tcga = tcga_mutect, 
                                pbta = pbta_mutect), .id = "dataset") %>% 
  dplyr::mutate(dataset = as.factor(dataset)) 

strelka <- dplyr::bind_rows(list(tcga = tcga_strelka, 
                                pbta = pbta_strelka), .id = "dataset") %>% 
  dplyr::mutate(dataset = as.factor(dataset)) 
```

## Is this a tumor sequencing depth problem for certain callers? 

We'll plot the tumor sequencing depth for each caller. 

```{r}
lancet %>% 
  ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + 
  ggplot2::geom_density() 
```

```{r}
mutect %>% 
  ggplot2::ggplot(ggplot2::aes(x = log10(t_depth), color = dataset)) + 
  ggplot2::geom_density() 
```

```{r}
strelka %>% 
  ggplot2::ggplot(ggplot2::aes(x = VAF, color = dataset)) + 
  ggplot2::geom_density() 
```

## Is this a caller specific problem

Lancet only TMB:

```{r}
lancet_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_lancet,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_lancet,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"), # There's no TCGA WGS samples, this is just a place holder and won't be used.  
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(lancet_tmb, plot_title = "Lancet")
```

Mutect only TMB:

```{r}
mutect_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_mutect,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_mutect,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(mutect_tmb, plot_title = "Mutect2")
```

Strelka only TMB:

```{r}
strelka_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_strelka,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_strelka,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(strelka_tmb, plot_title = "Strelka2")
```

Consensus TMB:

```{r}
consensus_tmb <- dplyr::bind_rows(list(pbta = calculate_tmb(pbta_consensus,
  bed_wgs = file.path(data_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path(scratch_dir, "intersect_cds_WXS.bed")
  ),
  tcga = calculate_tmb(tcga_consensus,
  bed_wgs = file.path(scratch_dir, "intersect_cds_lancet_strelka_mutect_WGS.bed"),
  bed_wxs = file.path("..", "ref_files", "hg38_liftover_genome_gencode.v19.basic.exome.bed")
  )), .id = "datasets") 

tmb_cdf_plot(consensus_tmb, plot_title = "Consensus")
```

## Let's find the overlap of the target regions of both datasets

Download a TCGA Target BED regions file from MC3, and format the chromosome data to 
be `chr`, save as a TSV file. 

```{r}
tcga_bed <- readr::read_tsv("https://api.gdc.cancer.gov/data/7f0d3ab9-8bef-4e3b-928a-6090caae885b", col_names = c("chr", "start", "end")) %>% 
  dplyr::filter(!is.na(chr)) %>% 
  dplyr::mutate(chr = paste0("chr", chr)) %>% 
  readr::write_tsv(file.path("..", "ref_files", "gencode.v19.basic.exome.tsv"), 
                   col_names = FALSE)
```

After using [UCSC BED liftover](https://genome.ucsc.edu/cgi-bin/hgLiftOver) to convert 
from the Target BED regions for TCGA data from hg19 to hg38 (What the PBTA data is using).

```{r}
tcga_lift_bed <- readr::read_tsv(file.path("..", "ref_files",
                                      "hg38_liftover_genome_gencode.v19.basic.exome.bed"), 
                            col_names = c("chr", "start", "end")) %>% 
  dplyr::mutate(chr = stringr::word(chr, sep = "_", 1)) 

# Make GRanges for CNV data
tcga_lift_granges <- GenomicRanges::GRanges(
  seqnames = tcga_lift_bed$chr,
  ranges = IRanges::IRanges(
    start = tcga_lift_bed$start,
    end = tcga_lift_bed$end
  ))

# Reduce this to it's essential ranges
tcga_lift_granges <- GenomicRanges::reduce(tcga_lift_granges)
```

Make a TCGA BED GenomicRanges. 

```{r}
# Make GRanges for CNV data
tcga_granges <- GenomicRanges::GRanges(
  seqnames = tcga_bed$chr,
  ranges = IRanges::IRanges(
    start = tcga_bed$start,
    end = tcga_bed$end
  ))

# Reduce this to it's essential ranges
tcga_granges <- GenomicRanges::reduce(tcga_granges)
```

Format the PBTA WXS data as a GRanges object. 

```{r}
#pbta_bed <- readr::read_tsv(file.path(scratch_dir, "intersect_cds_WXS.bed"), 
pbta_bed <- readr::read_tsv(file.path(data_dir, "WXS.hg38.100bp_padded.bed"), 
                            col_names = c("chr", "start", "end")) %>% 
  dplyr::filter(!is.na(chr)) 

# Make GRanges for CNV data
pbta_granges <- GenomicRanges::GRanges(
  seqnames = pbta_bed$chr,
  ranges = IRanges::IRanges(
    start = pbta_bed$start,
    end = pbta_bed$end
  ))

# Reduce this to it's essential ranges
pbta_granges <- GenomicRanges::reduce(pbta_granges)
```

Read in the coding sequence regions file. 

```{r}
cds_bed <- readr::read_tsv(file.path(scratch_dir, 
                                     "exon_gencode.v27.primary_assembly.annotation.bed"), 
                           col_names = c("chr", "start", "end")) %>% 
  dplyr::filter(!is.na(chr))

# Make GRanges
cds_granges <- GenomicRanges::GRanges(
  seqnames = cds_bed$chr,
  ranges = IRanges::IRanges(
    start = cds_bed$start,
    end = cds_bed$end
  ))

# Reduce this to it's essential ranges
cds_granges <- GenomicRanges::reduce(cds_granges)
```

We also need to see how this translates to CDS regions:

```{r}
# Find CDS intersection
pbta_cds_granges <- GenomicRanges::intersect(pbta_granges, cds_granges)
tcga_cds_granges <- GenomicRanges::intersect(tcga_granges, cds_granges)
tcga_lift_cds_granges <- GenomicRanges::intersect(tcga_lift_granges, cds_granges)
```

## Make Venn diagrams of these overlaps

Find overlap between the TCGA (non-liftover) and PBTA data. 

```{r}
bed_overlap(pbta_granges, 
            tcga_granges, 
            plot_name = "PBTA vs TCGA WXS target BED", 
            name_1 = "PBTA", 
            name_2 = "TCGA")
```

Find overlap between the liftover TCGA target BED region and PBTA data. 

```{r}
bed_overlap(pbta_granges, 
            tcga_lift_granges, 
            plot_name = "PBTA vs TCGA WXS liftover target BED", 
            name_1 = "PBTA", 
            name_2 = "TCGA liftover")
```

Find overlap between coding sequences only of the liftover TCGA target BED region and PBTA data. 

```{r}
bed_overlap(pbta_cds_granges, 
            tcga_lift_cds_granges, 
            plot_name = "PBTA vs TCGA WXS liftover coding sequence target BED", 
            name_1 = "PBTA CDS", 
            name_2 = "TCGA lift CDS")
```

Find overlap between coding sequences only of the TCGA target BED region and PBTA data. 

```{r}
bed_overlap(pbta_cds_granges, 
            tcga_cds_granges, 
            plot_name = "PBTA vs TCGA WXS Coding sequence target BED", 
            name_1 = "PBTA CDS", 
            name_2 = "TCGA CDS")
```

## Session Info

```{r}
sessionInfo()
```

From 50bd252f40f1148476a362c3d701cae198a8991f Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Tue, 25 Feb 2020 12:05:09 -0500 Subject: [PATCH 03/18] update gitiugnore to include a file for this analysis --- analyses/snv-callers/.gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/analyses/snv-callers/.gitignore b/analyses/snv-callers/.gitignore index b240ffe270..9330000e28 100644 --- a/analyses/snv-callers/.gitignore +++ b/analyses/snv-callers/.gitignore @@ -1,3 +1,4 @@ # ignore folders with big results files results ref_files +!ref_files/hg38_liftover_genome_gencode.v19.basic.exome.bed \ No newline at end of file From 869171b9d0e35c7292571e7cd8c756f9b5e74448 Mon Sep 17 00:00:00 2001 From: Candace Savonen Date: Tue, 25 Feb 2020 12:12:21 -0500 Subject: [PATCH 04/18] Update notebooks --- .../lancet-wxs-tests/explore-tcga-pbta.Rmd | 12 ++++++--- .../explore-tcga-pbta.nb.html | 26 ++++++++++++------- 2 files changed, 24 insertions(+), 14 deletions(-) diff --git a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd index 6e8242d7c1..a3b949553f 100644 --- a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd +++ b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.Rmd @@ -1,5 +1,5 @@ --- -title: "TCGA Plot Caller Comparisons" +title: "TCGA PBTA comparison exploration" output: html_notebook: toc: TRUE @@ -9,7 +9,13 @@ date: 2019 --- Purpose: Why are TCGA and PBTA data so different and why is TCGA TMB not higher than -PBTA as we expected from literature and the results from Grobner et al. +PBTA as we expected from literature and the results from Grobner et al. 2019 + +Main three questions asked in this notebook: + +1) Is the read depth different between PBTA and TCGA? +2) Do TMB comparisons results change if we calculate TMB with each caller by itself? +3) How much do the TCGA and PBTA overlap in their target WXS regions? Conclusions from this notebook: Although it may be partially a caller-specific thing, we also suspect a problem with @@ -36,8 +42,6 @@ Read in set up script. `%>%` <- dplyr::`%>%` source(file.path("..", "..", "snv-callers", "util", "tmb_functions.R")) -source(file.path("..", "..", "chromosomal-instability", "util", "chr-break-plot.R")) -source(file.path("..", "..", "chromosomal-instability", "util", "circos-plots.R")) ``` Declare directory paths. diff --git a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html index 216b48870e..42c466113a 100644 --- a/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html +++ b/analyses/snv-callers/lancet-wxs-tests/explore-tcga-pbta.nb.html @@ -13,7 +13,7 @@ -TCGA Plot Caller Comparisons +TCGA PBTA comparison exploration