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Molecular Profiling of the Invasive Tumor Microenvironment in a 3-Dimensional Model of Colorectal Cancer Cells and Ex vivo Fibroblasts
Published on: April 29, 2014
Molecular profiling of ex vivo prostate cancer CAF models captures stromal heterogeneity and drug vulnerabilities
Frida Rantanen1, Astrid Murumägi2, Mariliina Arjama2
1Disease Networks Unit, Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland.
Abstract:
Cancer-associated fibroblasts (CAFs) are central architects of the prostate cancer (PCa) microenvironment, yet their phenotypic diversity and druggable vulnerabilities remain largely uncharted. Here, we present an integrative multi-omics characterization of primary ex vivo CAFs from seven treatment-naïve PCa patients. Using single-cell RNA sequencing (scRNA-seq), we uncover substantial transcriptional heterogeneity among CAFs, with distinct gene expression programs related to extracellular matrix remodeling, inflammation, immune modulation, and metabolic reprogramming. This phenotypic diversity was further supported by variable expression of canonical stromal markers, including FAP, SULF1, VIM, CAV1, and αSMA. Transcription factor network analysis revealed SOX, FOX, and STAT3 family members as key regulators of pro-tumorigenic CAF states. To probe therapeutic vulnerabilities, we performed high-throughput drug sensitivity and resistance testing (DSRT) across 396 oncology compounds. CAFs exhibited broad sensitivity to multikinase inhibitors, with dasatinib, midostaurin, and FGFR inhibitors (AZD4547, erdafitinib) emerging as top stromal-directed candidates. These findings underscore the plasticity of prostate CAFs and reveal actionable vulnerabilities, supporting the development of targeted stromal therapies to disrupt tumor-stroma interactions in PCa.
Insights
Cancer-associated fibroblasts (CAFs) in prostate cancer exhibit diverse characteristics. Targeting these CAFs with multikinase inhibitors shows promise for novel stromal-directed therapies against prostate cancer.
Area of Science:
- Oncology
- Cancer Biology
- Genomics
Background:
- Cancer-associated fibroblasts (CAFs) are key components of the tumor microenvironment.
- Understanding CAF heterogeneity and vulnerabilities is crucial for developing effective prostate cancer treatments.
Purpose of the Study:
- To characterize the phenotypic diversity of CAFs in treatment-naïve prostate cancer.
- To identify druggable vulnerabilities within prostate CAFs.
Main Methods:
- Integrative multi-omics analysis of primary ex vivo CAFs from prostate cancer patients.
- Single-cell RNA sequencing (scRNA-seq) to assess transcriptional heterogeneity.
- High-throughput drug sensitivity and resistance testing (DSRT) with 396 oncology compounds.
Main Results:
- Identified substantial transcriptional heterogeneity among CAFs, linked to ECM remodeling, inflammation, immune modulation, and metabolism.
- SOX, FOX, and STAT3 families identified as key regulators of pro-tumorigenic CAF states.
- CAFs showed broad sensitivity to multikinase inhibitors, with dasatinib, midostaurin, and FGFR inhibitors as promising candidates.
Conclusions:
- Prostate CAFs display significant plasticity and diverse phenotypes.
- Actionable vulnerabilities in CAFs were revealed, supporting targeted stromal therapies.
- Targeting tumor-stroma interactions via CAFs may offer new therapeutic strategies for prostate cancer.
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