suppressPackageStartupMessages(library(GetoptLong))
subgroup = NULL
fdr = NULL
methdiff = NULL
GetoptLong("config=s", "A configuration R script. Check the help page of `load_config()`
function to find out how to properly set one.",
"chr=s", "chromosome name",
"subgroup=s{1,}", "subgroups for test",
"fdr=f", "cutoff for fdr",
"methdiff=f", "cutoff for methylation difference",
head = "Visualize correlation between epigenomic signals by Gviz",
foot = "",
script_name = "-e \"epik.cmd::epik()\" cr_scatterplot")
library(epik)
load_epik_config(config)
if(is.null(subgroup)) {
subgroup = unique(SAMPLE$subgroup)
}
SAMPLE = SAMPLE[SAMPLE$subgroup %in% subgroup, , drop = FALSE]
unique_subgroup = unique(SAMPLE$subgroup)
subgroup_str = paste(sort(unique_subgroup), collapse = "_")
if(is.null(fdr) || is.null(methdiff)) {
files = list.files(qq("@{PROJECT_DIR}/rds_cr/@{subgroup_str}/"))
files_reduce = grep("cr_reduce_.*?_fdr_(.*?)_methdiff_(.*?)\\.rds", files, value = TRUE)
if(length(files_reduce)) {
fdr_detected = as.numeric(unique(gsub("cr_reduce_.*?_fdr_(.*?)_methdiff_.*?\\.rds", "\\1", files_reduce)))
methdiff_detected = as.numeric(unique(gsub("cr_reduce_.*?_fdr_.*?_methdiff_(.*?)_.*\\.rds", "\\1", files_reduce)))
if(length(fdr_detected) == 1 && length(methdiff_detected) == 1) {
fdr = fdr_detected
methdiff = methdiff_detected
} else {
stop("`fdr` and `methdiff` should be specified.")
}
} else {
stop("`fdr` and `methdiff` should be specified.")
}
}
sig_cr = readRDS(qq("@{PROJECT_DIR}/rds_cr/@{subgroup_str}/cr_reduce_@{chr}_fdr_@{fdr}_methdiff_@{methdiff}_@{subgroup_str}.rds"))
gn = extract_field_from_gencode(GTF_FILE, level = "gene", primary_key = "gene_id", field = "gene_name")
sig_cr$gene_symbol = gn[sig_cr$gene_id]
dir.create(qq("@{PROJECT_DIR}/image/@{subgroup_str}/scatterplot"), recursive = TRUE, showWarnings = FALSE)
pdf(qq("@{PROJECT_DIR}/image/@{subgroup_str}/scatterplot/cr_scatterplot_@{chr}_fdr_@{fdr}_methdiff_@{methdiff}_@{subgroup_str}.pdf"))
cr_scatterplot(sig_cr, EXPR, text_column = c("gene_symbol", "gene_tss_dist", "merged_windows", "corr_p"))
dev.off()
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