Developmental and MAPK-responsive transcription factors regulate distinct malignant cell states and associated genetic dependencies in pancreatic cancer

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Authors: Pasquale Laise, Mikko Turunen, Alvaro Curiel-Garcia, Lorenzo Tomassoni, H. Carlo Maurer, Ela Elyada, Bernhard Schmierer, Jeremy Worley, Jordan Kesner, Xiangtian Tan, Ester Calvo Fernández, Yuanqing Xue
+15 more Yining Chen, Kelly Wong, Urszula N. Wasko, Somnath Tagore, Alexander L.E. Wang, Sabrina Ge, Alina C. Iuga, Aaron Timothy Griffin, Winston Wong, Gulam A Manji, Mariano J. Alvarez, Faiyaz Notta, David Arthur Tuveson, Kenneth P. Olive, Andrea Califano
Cited by: 1
References: 69

Abstract

There is broad consensus that the malignant epithelial cells of human pancreatic ductal adenocarcinoma (PDA) comprise multiple, molecularly distinct states. Yet precise characterization of how these are regulated—including their mechanistic determinants, dependencies, plasticity and functional properties—remains elusive. Single-cell master regulator (MR) analysis of multiple PDA cohorts identified malignant cells in three co-existing, molecularly distinct developmental lineage states, with distinct histopathological morphologies and spatial architecture. These include a poorly differentiated lineage driven by epithelial–mesenchymal-transition-related MRs and two well-differentiated states driven by gastrointestinal epithelial development and pancreatic development MRs, respectively. Furthermore, each state comprises two epigenetically distinct substates with low versus high MAPK signaling activity. Barcode-based lineage tracing confirmed both spontaneous and treatment-dependent cross-state plasticity. Furthermore, loss-of-function studies confirmed state-specific MR essentiality, while their ectopic expression effectively reprogrammed cell state, in vitro and in vivo, thus providing a mechanism-based foundation for PDA heterogeneity and a roadmap for pharmacological targeting. The authors apply ARACNe and metaVIPER to published scRNA-seq datasets to characterize pancreatic cancer subtypes, identifying six distinct cell states as well as their mechanistic determinants. Functional experiments in vivo and in vitro demonstrate how these inferred states display plasticity and associate with functional dependencies.

Fields of Study & Subjects

Pancreatic and Hepatic Oncology Research Single-cell and spatial transcriptomics Cancer Cells and Metastasis

Publication details

Journal / source
Nature Genetics
Publisher
Springer Science and Business Media LLC
Volume
58
Issue
9
Pages
2226–2239
Publication date
26 August 2026
Language
EN