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Identification of biomarkers associated with CD8+ T cells in rheumatoid arthritis and their pan-cancer analysis

INTRODUCTION: Rheumatoid arthritis (RA), a prevailing chronic progressive autoimmune disease, seriously affects the patient's quality of life. However, there is still a lack of precise treatment and management methods in clinical practice. Previous studies showed that CD8+ T cells take a lead i...

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Detalles Bibliográficos
Autores principales: Zhao, Zhenyu, Ren, Jie, Xie, Siping, Zou, Longchun, Zhao, Qianyue, Zeng, Shan, Zha, Dingsheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730809/
https://www.ncbi.nlm.nih.gov/pubmed/36505419
http://dx.doi.org/10.3389/fimmu.2022.1044909
Descripción
Sumario:INTRODUCTION: Rheumatoid arthritis (RA), a prevailing chronic progressive autoimmune disease, seriously affects the patient's quality of life. However, there is still a lack of precise treatment and management methods in clinical practice. Previous studies showed that CD8+ T cells take a lead in the progression of RA. METHODS: Genes closely related to CD8+T cells in RA were identified through multiple RA datasets, CIBERSORT, and WGCNA algorithms. Further machine learning analysis were performed to identify CD8+T cell-related genes most closely related to RA. In addition, the relationship between these three key genes and 33 cancer species was also explored in this study. RESULTS: In this study, 10 genes were identified to be closely related to CD8+T cells in RA. Machine learning analysis identified 3 CD8+T cell-related genes most closely related to RA: CD8A, GZMA, and PRF1. DISCUSSION: Our research aims to provide new ideas for the clinical treatment of RA.