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Elucidation of Tumor-Stromal Heterogeneity and the Ligand-Receptor Interactome by Single-Cell Transcriptomics in Real-world Pancreatic Cancer Biopsies
- Source :
- Clin Cancer Res
- Publication Year :
- 2021
- Publisher :
- American Association for Cancer Research (AACR), 2021.
-
Abstract
- Purpose: Precision medicine approaches in pancreatic ductal adenocarcinoma (PDAC) are imperative for improving disease outcomes. With molecular subtypes of PDAC gaining relevance in the context of therapeutic stratification, the ability to characterize heterogeneity of cancer-specific gene expression patterns is of great interest. In addition, understanding patterns of immune evasion within PDAC is of importance as novel immunotherapeutic strategies are developed. Experimental Design: Single-cell RNA sequencing (scRNA-seq) is readily applicable to limited biopsies from human primary and metastatic PDAC and identifies most cancers as being an admixture of previously described epithelial transcriptomic subtypes. Results: Integrative analyses of our data provide an in-depth characterization of the heterogeneity within the tumor microenvironment, including cancer-associated fibroblast subclasses, and predicts for a multitude of ligand-receptor interactions, revealing potential targets for immunotherapy approaches. Conclusions: Our analysis demonstrates that the use of de novo biopsies from patients with PDAC paired with scRNA-seq may facilitate therapeutic prediction from limited biopsy samples.
- Subjects :
- Cancer Research
Tumor microenvironment
Stromal cell
endocrine system diseases
Biopsy
medicine.medical_treatment
Context (language use)
Immunotherapy
Biology
Precision medicine
medicine.disease
Interactome
Article
Pancreatic Neoplasms
Transcriptome
Oncology
Pancreatic cancer
Exome Sequencing
Tumor Microenvironment
Cancer research
medicine
Humans
Carcinoma, Pancreatic Ductal
Subjects
Details
- ISSN :
- 15573265 and 10780432
- Volume :
- 27
- Database :
- OpenAIRE
- Journal :
- Clinical Cancer Research
- Accession number :
- edsair.doi.dedup.....67d0dbf23388ebcaadcdcc4cd0c43996