Developmental and MAPK-responsive transcription factors drive distinct malignant subtypes and genetic dependencies in pancreatic cancer

Pasquale Laise(DarwinHealth (United States)), Mikko Turunen(Columbia University), Alvaro Curiel Garcia(Columbia University), Lorenzo Tomassoni(Columbia University), H. Carlo Maurer(TUM Klinikum), Ela Elyada(Cold Spring Harbor Laboratory), Bernhard Schmierer(Karolinska Institutet), Jeremy Worley(Columbia University), Jordan S. Kesner(Columbia University), Xiangtian Tan(Columbia University), Ester Calvo Fernández, Kelly Wong(NewYork–Presbyterian Hospital), Urszula N. Wasko, Somnath Tagore(Columbia University), Alexander L.E. Wang(Columbia University), Sabrina Ge(University of Toronto), Alina C. Iuga(University of North Carolina at Chapel Hill), Aaron T. Griffin(Columbia University), Winston Wong(NewYork–Presbyterian Hospital), Gulam A. Manji(NewYork–Presbyterian Hospital), Mariano J. Alvarez(DarwinHealth (United States)), Faiyaz Notta(Ontario Institute for Cancer Research), David A. Tuveson(Cold Spring Harbor Laboratory), Kenneth P. Olive(Columbia University Irving Medical Center), Andrea Califano(Columbia University Irving Medical Center)
bioRxiv (Cold Spring Harbor Laboratory)
October 27, 2020
Cited by 20Open Access
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Abstract

ABSTRACT Despite extensive efforts, reproducible assessment of pancreatic ductal adenocarcinoma (PDA) heterogeneity and plasticity at the single cell level remains elusive. Systematic, network-based analysis of regulatory protein activity in single cells identified three PDA Developmental Lineages (PDLs), coexisting in virtually all tumors, whose transcriptional states are mechanistically driven by aberrant activation of Master Regulator (MR) proteins associated with gastrointestinal lineages (GLS state), morphogen and EMT pathways (MOS state), and acinar-to-ductal metaplasia (ALS state), respectively. Each PDL is further subdivided into sub-states characterized by low vs. high MAPK pathway activity. This taxonomy was remarkably conserved across multiple cohorts, cell lines, and PDX models, and harmonized with bulk profile analyses. Cross-state plasticity and MR essentiality was confirmed by barcode-based lineage tracing and CRISPR/Cas9 assays, respectively, while MR ectopic expression induced PDL transdifferentiation. Together these data provide a mechanistic foundation for PDA heterogeneity and a roadmap for targeting PDA cellular subtypes.


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