Identification of the novel exhausted T cell CD8 + markers in breast cancer
Jinan University · First Affiliated Hospital of Jinan University · +2 more institutions
Abstract
Cancer is one of the most concerning public health issues and breast cancer is one of the most common cancers in the world. The immune cells within the tumor microenvironment regulate cancer development. In this study, single immune cell data sets were used to identify marker gene sets for exhausted CD8 + T cells (CD8Tex) in breast cancer. Machine learning methods were used to cluster subtypes and establish the prognostic models with breast cancer bulk data using the gene sets to evaluate the impacts of CD8Tex. We analyzed breast cancer overexpressing and survival-associated marker genes and identified CD8Tex hub genes in the protein-protein-interaction network. The relevance of the hub genes for CD8 + T-cells…
Citation impact
- FWCI
- 30.53
- Percentile
- 100%
- References
- 120
Authors
5Topics & keywords
- Breast cancer
- Identification (biology)
- Computational biology
- Cancer
- Biology
- Cancer research
- Bioinformatics
- Medicine
- Good health and well-being