Charting the Heterogeneity of Colorectal Cancer Consensus Molecular Subtypes using Spatial Transcriptomics
A. Valdeolivas, B. Amberg, N. Giroud, M. Richardson, E. J. C. Galvez, S. Badillo, A. Julien-Laferriere, D. Turos, L. Voith von Voithenberg, I. Wells, A. A. Lo, E. Yangüez, M. Das Thakur, M. Bscheider, M. Sultan, N. Kumpesa, B. Jacobsen, T. Bergauer, J. Saez-Rodriguez, S. Rottenberg, P. C. Schwalie, K. Hahn
Abstract
The heterogeneity of colorectal cancer (CRC) contributes to substantial differences in patient response to standard therapies. The consensus molecular subtypes (CMS) of CRC is the most widely-used gene expression-based classification and has contributed to a better understanding of disease heterogeneity and prognosis. Nevertheless, CMS intratumoral heterogeneity restricts its clinical application, stressing the necessity of further characterizing the composition and architecture of CRC. Here, we used Spatial Transcriptomics (ST) in combination with single-cell RNA sequencing (scRNA-seq) to decipher the spatially resolved cellular and molecular composition of CRC. In addition to mapping the intratumoral heterogeneity of CMS and their microenvironment, we identified cell communication events in the tumor-stroma interface of CMS2 carcinomas. This includes tumor growth-inhibiting as well as -activating signatures, such as the potential regulation of the ETV4 transcriptional activity by DCN or the PLAU-PLAUR ligand-receptor interaction. Our data show the power of ST to bring the CMS-based classification of CRC to another level and thereby gain useful molecular insights for personalized therapy.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility 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
- High-Resolution Spatial Proteomics Characterises Colorectal Cancer Consensus Molecular Subtypes
Batuhan Kısakol, Anna Sturrock, … Jochen H.M. Prehn·bioRxiv·May 7, 2025
- Redefining colorectal cancer classification and clinical stratification through a single-cell atlas
A. M. Khaliq, z. kurt, … A. Masood·bioRxiv·Feb 2, 2021
- Colorectal Cancer Stem Cell Subtypes Orchestrate Distinct Tumor Microenvironments
Linzi Hosohama, Delia F. Tifrea, … Marian L. Waterman·bioRxiv·Apr 25, 2024
- Metastasis and cancer stem cell markers identify two colorectal cancer subtypes with different molecular and clinical features
Burair A. Alsaihati, Shaying Zhao·bioRxiv·Dec 21, 2020
- Spatially Resolved Transcriptomics Deconvolutes Histological Prognostic Subgroups in Patients with Colorectal Cancer and Synchronous Liver Metastases
C. S. Wood, K. Pennel, … N. Jamieson·bioRxiv·Sep 21, 2022
- Comprehensive characterization of tumor microenvironment in colorectal cancer via histopathology-molecular analysis