Transcriptomic Plasticity is a Hallmark of Metastatic Pancreatic Cancer
作者
Alejandro Jiménez-Sánchez,Sitara Persad,Akimasa Hayashi,Shigeaki Umeda,Roshan Sharma,Yubin Xie,Arnav Mehta,Wungki Park,Ignas Masilionis,Tinyi Chu,Feiyang Zhu,Jungeui Hong,Ronan Chaligné,Eileen M. O’Reilly,Linas Mazutis,Tal Nawy,Itsik Pe er,Christine A. Iacobuzio‐Donahue,Dana Pe’er
出处
期刊:Cancer Research [American Association for Cancer Research] 日期:2025-12-11
标识
DOI:10.1158/0008-5472.can-25-1117
摘要
Abstract Metastasis is the leading cause of cancer deaths. To develop strategies for intercepting metastatic progression, a better understanding of how tumor cells adapt to vastly different organ contexts is needed. To investigate this question, a single-cell transcriptomic atlas of primary tumor and diverse metastatic samples (liver, omentum, peritoneum, stomach wall, lymph node, and diaphragm) from a patient with pancreatic ductal adenocarcinoma who underwent rapid autopsy was generated. Using unsupervised archetype analysis, both shared and site-specific gene programs were identified, including lipid metabolism and gastrointestinal programs prevalent in peritoneal and stomach wall lesions, respectively. We developed PICASSO as a probabilistic approach for inferring clonal phylogeny from single-cell and matched whole-exome sequencing data. Comparison of PICASSO-generated clonal structure with phenotypic signatures revealed that pancreatic cancer cells adapted to local environments with minimal contribution from clonal genotype. Our results suggest a paradigm whereby strong environmental effects are imposed on highly plastic cancer cells during metastatic dissemination.