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snMultiome Gastric WNT Pipeline

A comprehensive 10X Genomics snMultiome (joint snRNA-seq + scATAC-seq) analysis pipeline for reproducing the results from 'Epithelial WNT secretion drives niche escape of developing gastric cancer'. The pipeline processes wild-type (RZ) and KRAS-mutant (RZK) mouse gastric tissue samples through QC filtering, MACS2 peak calling, SCTransform + TF-IDF normalisation, SCT-based integration, UMAP clustering, differential expression (MAST), differential accessibility (LR test), KRAS signaling gene set overlap, and JASPAR2020 TF motif enrichment analysis. Generates publication-quality figures including UMAP plots, DotPlots, dittoBarPlots, FeaturePlots, and motif enrichment bar plots.

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VERSION 1.0.0
AUTHOR khyeonm
INPUT filtered_feature_bc_matrix.h5atac_fragments.tsv.gzper_barcode_metrics.csv
OUTPUT Seurat RDS objectsPublication figures (PDF)Differential analysis results (CSV)
TOOLS
SeuratSignacMACS2chromVARMAST
TAGS
snMultiome10X GenomicsscRNA-seqscATAC-seqgastric cancerWNT signalingKRASmousemultiomechromatin accessibilitymotif enrichmentJASPARdifferential expressiondifferential accessibility
FILES

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v1.0.0 latest
2026-03-31 ยท khyeonm