Sign in
Cancer BiologybioRxiv
Preprint

Integrative analysis of TCGA transcriptomic states and DepMap dependencies prioritizes candidate vulnerabilities in immune-cold microsatellite-stable colorectal cancer

Amol TandoniD, Deepthi Nagalla

Abstract

Microsatellite-stable/microsatellite instability-low colorectal cancer (MSS/MSI-L CRC) is generally resistant to immune checkpoint blockade, but the biological states underlying this resistance are heterogeneous. We integrated TCGA COAD/READ patient transcriptomic profiles, MSIsensor-based MSS/MSI-L classification, curated immune and stromal module scoring, focused differential expression and DepMap CRISPR dependency data to prioritize candidate vulnerabilities in immune-cold MSS CRC. Among 494 MSS/MSI-L tumours, 218 were classified as MSS intermediate, 102 as MSS immune-cold, 91 as MSS hot/inflamed and 83 as MSS barrier-high. MSS immune-cold tumours showed lower cytotoxic, IFN{gamma}-chemokine and antigen-presentation programmes than MSS hot/inflamed tumours, including reduced NKG7, CD8A, CXCL9, CXCL10 and LAG3 expression. MSS barrier-high tumours showed enrichment of stromal and extracellular-matrix programmes, including COL1A1, COL1A2 and COL3A1. Integration with DepMap CRISPR gene-effect data from 1208 cancer models, including 63 colorectal cancer models, separated tumour-cell-intrinsic dependencies from patient-derived microenvironmental signatures. Candidate target classes included ERBB2, VEGFA, PIK3CB, ATR/WEE1/CHEK1, HDAC1/HDAC3/BRD4 and BCL2L1/MCL1, while collagen genes were interpreted as stromal-barrier markers rather than tumour-cell dependencies. ERBB2 expression was higher in MSS immune-cold than MSS hot/inflamed tumours and further elevated in MSS barrier-high tumours, supporting ERBB2 as a candidate subset-associated signal that requires orthogonal HER2 validation. These findings support a stratified therapeutic framework for immune-cold, barrier-high and intermediate MSS CRC.

PDFDOI

02 /Specification & Classification

Click any tag to browse matching papers

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.

Similarity Map
SelectedSame fieldCross-field
THISVlachavas '25Chua '25Gao '26Karlsen '25Wang '22Augustine '21
71% semantic matchCancer Biology
Efstathios–Iason Vlachavas, Konstantinos Voutetakis, Vivian Kosmidou+13 more·Molecular Oncology·Jan 28, 2025· 4 citations