articleScientific ReportsAug 19, 2024GOLD OA

Identification of the novel exhausted T cell CD8 + markers in breast cancer

Jinan University · First Affiliated Hospital of Jinan University · +2 more institutions

PubMed
Indexed incrossrefdoajpubmed

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

118
total citations
FWCI
30.53
Percentile
100%
References
120
Citations per year

Authors

5

Topics & keywords

Keywords
  • Breast cancer
  • Identification (biology)
  • Computational biology
  • Cancer
  • Biology
  • Cancer research
  • Bioinformatics
  • Medicine
UN Sustainable Development Goals
  • Good health and well-being
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