Cancer ResearchBioinformaticsPeer-reviewed journal article
Transcriptomic plasticity is a hallmark of metastatic pancreatic cancer
Alejandro Jiménez-SáncheziD, Sitara PersadiD, Akimasa HayashiiD, Shigeaki UmedaiD, Roshan SharmaiD, Yubin XieiD, Arnav MehtaiD, Wungki ParkiD, Ignas MasilionisiD, Tinyi ChuiD, Feiyang ZhuiD, Jungeui HongiD, Ronan ChalignéiD, Eileen Mary O'ReillyiD, Linas MažutisiD, Tal NawyiD, Itsik Pe’eriD, Christine A. Iacobuzio–DonahueiD, Dana Pe’eriD
Abstract
Metastasis is the leading cause of cancer deaths; nonetheless, how tumor cells adapt to vastly different organ contexts is largely unknown. To investigate this question, we generated a transcriptomic atlas of primary tumor and diverse metastatic samples from a patient with pancreatic ductal adenocarcinoma who underwent rapid autopsy. Unsupervised archetype analysis identified both shared and site-specific gene programs, including lipid metabolism and gastrointestinal programs prevalent in peritoneum and stomach wall lesions, respectively. We developed a probabilistic approach for inferring clonal phylogeny from single-cell and matched whole-exome data. Distantly related genetic clones in the peritoneum express the lipid metabolism program, likely due to signaling by the adipocyte-rich peritoneum environment, and cells in most clones express multiple programs, suggesting that transcriptomic plasticity is a prevalent feature of metastatic cells. These deeply annotated analyses using a patient-centric platform provide a model for investigating metastatic mechanisms and plasticity in advanced cancer.
- organism: human
- assay: bulk RNA-seq
- assay: whole-exome sequencing
- research focus: clustering
- research focus: phylogenetics / evolution
- approach: statistical model
- Citations
- 8
- FWCI
- 3.29
- Field percentile
- top 6%
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