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Integrated digital pathology and transcriptome analysis identifies molecular mediators of T-cell exclusion in ovarian cancer
- Source :
- Nature Communications, Nature Communications, Vol 11, Iss 1, Pp 1-14 (2020)
- Publication Year :
- 2019
-
Abstract
- Close proximity between cytotoxic T lymphocytes and tumour cells is required for effective immunotherapy. However, what controls the spatial distribution of T cells in the tumour microenvironment is not well understood. Here we couple digital pathology and transcriptome analysis on a large ovarian tumour cohort and develop a machine learning approach to molecularly classify and characterize tumour-immune phenotypes. Our study identifies two important hallmarks characterizing T cell excluded tumours: 1) loss of antigen presentation on tumour cells and 2) upregulation of TGFβ and activated stroma. Furthermore, we identify TGFβ as an important mediator of T cell exclusion. TGFβ reduces MHC-I expression in ovarian cancer cells in vitro. TGFβ also activates fibroblasts and induces extracellular matrix production as a potential physical barrier to hinder T cell infiltration. Our findings indicate that targeting TGFβ might be a promising strategy to overcome T cell exclusion and improve clinical benefits of cancer immunotherapy.<br />The exclusion of T cells from solid tumours is a potentially important mechanism that regulates whether or not cancer patients respond well to checkpoint blocking immunotherapies. Here the authors identify immune phenotypes and mediators of T cell exclusion among ovarian cancer patient samples from the ICON7 phase III trial.
- Subjects :
- 0301 basic medicine
Molecular biology
medicine.medical_treatment
General Physics and Astronomy
CD8-Positive T-Lymphocytes
Carcinoma, Ovarian Epithelial
Transcriptome
Cohort Studies
Machine Learning
0302 clinical medicine
Cancer immunotherapy
Transforming Growth Factor beta
Tumor Microenvironment
Cytotoxic T cell
RNA-Seq
lcsh:Science
Cancer
Ovarian Neoplasms
Antigen Presentation
Multidisciplinary
biology
Drug discovery
Serine Endopeptidases
Prognosis
Gene Expression Regulation, Neoplastic
medicine.anatomical_structure
Gelatinases
030220 oncology & carcinogenesis
Multigene Family
Female
T cell
Science
Antigen presentation
Immunology
Major histocompatibility complex
General Biochemistry, Genetics and Molecular Biology
Article
03 medical and health sciences
Cell Line, Tumor
Endopeptidases
medicine
Humans
Gene Expression Profiling
Histocompatibility Antigens Class I
Membrane Proteins
General Chemistry
Immunotherapy
DNA Methylation
medicine.disease
Computational biology and bioinformatics
030104 developmental biology
biology.protein
Cancer research
lcsh:Q
Stromal Cells
Ovarian cancer
Subjects
Details
- ISSN :
- 20411723
- Volume :
- 11
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Nature communications
- Accession number :
- edsair.doi.dedup.....02d2202783f6b8e4a690858debb33845