bioRxivCancer BiologyPreprint
Cell-of-Origin Analysis of Metastatic Gastric Cancer Uncovers the Origin of Inherent Intratumor Heterogeneity and a Fundamental Prognostic Signature
R. Wang, S. Song, K. Harada, G. Han, M. P. Pizzi, M. Zhao, G. Tatlonghari, S. Zhang, Y. Wang, S. Zhao, B. Badgwell, M. B. Murphy, N. Shanbhag, J. Estrella, S. Roy-Chowdhuri, A. Adel Fouad Abdelhakeem, G. Peng, G. A. Calin, S. M. Hanash, A. J. Lazar, A. P. Futreal, J. A. Ajani, L. Wang
Abstract
Intra-tumoral heterogeneity (ITH) is the fundamental property of cancer, however, the origin of ITH remains poorly understood. Here we performed single-cell RNA sequencing of peritoneal carcinomatosis (PC) from 20 patients with advanced gastric adenocarcinoma (GAC), constructed a transcriptome map of 45,048 PC cells, determined the cell-of-origin of each tumor cell, and incisively explored ITH of PC tumor cells at single-cell resolution. The links between cell-of-origin and ITH was illustrated at transcriptomic, genotypic, molecular, and phenotypic levels. This study characterized the origins of PC tumor cells that populate and thrive in the peritoneal cavity, uncovered the diversity in tumor cell-of-origins and defined it as a key determinant of ITH. Furthermore, cell-of-origin-based analysis classified PC into two cellular subtypes that were prognostic independent of clinical variables, and a 12-gene prognostic signature was then derived and validated in multiple large-scale GAC cohorts. The prognostic signature appears fundamental to GAC carcinogenesis/progression and could be practical for patient stratification.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: protein structure prediction
- research focus: drug response / drug discovery
- approach: experimental assay
- approach: statistical model
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.
Related papers
- Spatially Resolved Tumor Ecosystems and Cell States in Gastric Adenocarcinoma Progression and Evolution
Haoran Ma, Supriya Srivastava, … Patrick B. O. Tan·Cancer DiscoveryPeer-reviewed·Jan 8, 2025
- Spatially resolved niche and tumor microenvironmental alterations in gastric cancer peritoneal metastases
Joseph Jonathan Zhao, Chin‐Ann Johnny Ong, … Raghav Sundar·GastroenterologyPeer-reviewed·Aug 13, 2024
- A comprehensive analysis of single-cell transcriptome network underlying gastric premalignant lesions and early gastric cancer
Peng Zhang, Mingran Yang, … Shao Li·bioRxiv·Nov 5, 2018
- Single-Cell Transcriptomics Reveals Tumorigenic Lineages and Interactions Persisting and Evolving From Premalignancy to Cancer in the Stomach
Emily N. Vazquez, Clarisel C. Lozano, … Zhibin Chen·bioRxiv·Nov 6, 2026
- Comprehensive dissection of immune microenvironment in the progression of early gastric cancer at spatial and single-cell resolution
- Proliferative and quiescent human gastric cancer stem-like cells are associated with differential chemoresistance and patient mortality