diff signac-runQC.R @ 0:6e0b320d8b6a draft default tip

"planemo upload commit dc808171975d0012e25bd7b32adc7a5a5c56a145-dirty"
author gaelcge
date Tue, 02 Aug 2022 19:11:27 +0000
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/signac-runQC.R	Tue Aug 02 19:11:27 2022 +0000
@@ -0,0 +1,120 @@
+#!/usr/bin/env Rscript
+
+# Load optparse we need to check inputs
+
+suppressPackageStartupMessages(require(optparse))
+
+# Load common functions
+
+suppressPackageStartupMessages(require(workflowscriptscommon))
+
+# parse options
+
+option_list = list(
+  make_option(
+    c("--signac-object"),
+    action = "store",
+    default = NA,
+    type = 'character',
+    help = ""
+  ),
+  make_option(
+    c("--tss-threshold"),
+    action = "store",
+    default = NA,
+    type = 'character',
+    help = "TSS enrichment threshold for marking regions as high tss regions."
+  ),
+  make_option(
+    c("--output-tss-plot"),
+    action = "store",
+    default = NA,
+    type = 'character',
+    help = "TSS output plot."
+  ),
+  make_option(
+    c("--frag-history-plot"),
+    action = "store",
+    default = NA,
+    type = 'character',
+    help = "Fragment length periodicity plot."
+  ),
+  make_option(
+    c("--fragment-file"),
+    action = "store",
+    default = NA,
+    type = 'character',
+    help = "Fragment file."
+  ),
+  make_option(
+    c("-w", "--png-width"),
+    action = "store",
+    default = 1000,
+    type = 'integer',
+    help = "Width of png (px)."
+  ),
+  make_option(
+    c("-j", "--png-height"),
+    action = "store",
+    default = 1000,
+    type = 'integer',
+    help = "Height of png file (px)."
+  ),
+  make_option(
+    c("--output-object-file"),
+    action = "store",
+    default = NA,
+    type = 'character',
+    help = "File name in which to store serialized R matrix object."
+  ) 
+)
+
+opt <- wsc_parse_args(option_list)
+
+suppressPackageStartupMessages(require(Seurat))
+suppressPackageStartupMessages(require(Signac))
+suppressPackageStartupMessages(require(GenomeInfoDb))
+suppressPackageStartupMessages(require(EnsDb.Hsapiens.v75))
+suppressPackageStartupMessages(require(EnsDb.Mmusculus.v79))
+
+set.seed(1234)
+
+# extract gene annotations from EnsDb
+signac_object <- readRDS(file = opt$signac_object)
+
+## Modify fragments file location
+# current_wd <- getwd()
+# new_framgent_file_loc <- paste(current_wd,"fragments.tsv.gz",sep = "/")
+# signac_object@assays$peaks@fragments[[1]]@path <- new_framgent_file_loc
+# signac_object@assays$peaks@fragments[[1]]@path <- opt$fragment_file
+#print(normalizePath(path = paste0(opt$fragment_file, '.tbi'), mustWork = TRUE))
+#system(paste0("mv ", paste0(opt$fragment_file, '.tbi'), ' ', normalizePath(path = paste0(opt$fragment_file, '.tbi'), mustWork = TRUE)))
+# The error was that the fragment file and fragment index file were not being imported into galaxy properly. They should be imported as tabluar.gz
+signac_object@assays$peaks@fragments[[1]] <- UpdatePath(signac_object@assays$peaks@fragments[[1]], opt$fragment_file)
+
+# compute nucleosome signal score per cell
+signac_object <- NucleosomeSignal(object = signac_object)
+
+# compute TSS enrichment score per cell
+signac_object <- TSSEnrichment(object = signac_object, fast = FALSE)
+
+# add blacklist ratio and fraction of reads in peaks
+signac_object$pct_reads_in_peaks <- signac_object$peak_region_fragments / signac_object$passed_filters * 100
+signac_object$blacklist_ratio <- signac_object$blacklist_region_fragments / signac_object$peak_region_fragments
+
+signac_object$high.tss <- ifelse(signac_object$TSS.enrichment > as.numeric(opt$tss_threshold), 'High', 'Low')
+
+png(filename = opt$output_tss_plot, width = opt$png_width, height = opt$png_height)
+TSSPlot(signac_object, group.by = 'high.tss') + NoLegend()
+dev.off()
+
+signac_object$nucleosome_group <- ifelse(signac_object$nucleosome_signal > 4, 'NS > 4', 'NS < 4')
+
+png(filename = opt$frag_history_plot, width = opt$png_width, height = opt$png_height)
+FragmentHistogram(object = signac_object, group.by = 'nucleosome_group')
+dev.off()
+
+print(summary(signac_object@meta.data))
+
+# Output to a serialized R object
+saveRDS(signac_object, file = opt$output_object_file)