Back to Search
Start Over
Regulatory T-cell Genes Drive Altered Immune Microenvironment in Adult Solid Cancers and Allow for Immune Contextual Patient Subtyping
- Source :
- Cancer Epidemiology, Biomarkers & Prevention. 27:103-112
- Publication Year :
- 2018
- Publisher :
- American Association for Cancer Research (AACR), 2018.
-
Abstract
- Background: The tumor microenvironment is an important factor in cancer immunotherapy response. To further understand how a tumor affects the local immune system, we analyzed immune gene expression differences between matching normal and tumor tissue. Methods: We analyzed public and new gene expression data from solid cancers and isolated immune cell populations. We also determined the correlation between CD8, FoxP3 IHC, and our gene signatures. Results: We observed that regulatory T cells (Tregs) were one of the main drivers of immune gene expression differences between normal and tumor tissue. A tumor-specific CD8 signature was slightly lower in tumor tissue compared with normal of most (12 of 16) cancers, whereas a Treg signature was higher in tumor tissue of all cancers except liver. Clustering by Treg signature found two groups in colorectal cancer datasets. The high Treg cluster had more samples that were consensus molecular subtype 1/4, right-sided, and microsatellite-instable, compared with the low Treg cluster. Finally, we found that the correlation between signature and IHC was low in our small dataset, but samples in the high Treg cluster had significantly more CD8+ and FoxP3+ cells compared with the low Treg cluster. Conclusions: Treg gene expression is highly indicative of the overall tumor immune environment. Impact: In comparison with the consensus molecular subtype and microsatellite status, the Treg signature identifies more colorectal tumors with high immune activation that may benefit from cancer immunotherapy. Cancer Epidemiol Biomarkers Prev; 27(1); 103–12. ©2017 AACR.
- Subjects :
- 0301 basic medicine
Epidemiology
Regulatory T cell
Colorectal cancer
medicine.medical_treatment
chemical and pharmacologic phenomena
Biology
Bioinformatics
T-Lymphocytes, Regulatory
03 medical and health sciences
Immune system
Cancer immunotherapy
Tumor Microenvironment
medicine
Humans
RNA, Messenger
Tumor microenvironment
Gene Expression Profiling
FOXP3
Cancer
medicine.disease
Gene expression profiling
030104 developmental biology
medicine.anatomical_structure
Oncology
Cancer research
Colorectal Neoplasms
Subjects
Details
- ISSN :
- 15387755 and 10559965
- Volume :
- 27
- Database :
- OpenAIRE
- Journal :
- Cancer Epidemiology, Biomarkers & Prevention
- Accession number :
- edsair.doi.dedup.....16f1039a0d7f96cf88b7713e76c02100
- Full Text :
- https://doi.org/10.1158/1055-9965.epi-17-0461