Gemcitabine-Resistant Biomarkers in Bladder Cancer are Associated with Tumor-Immune Microenvironment

被引:10
|
作者
Song, Yuxuan [1 ,2 ]
Du, Yiqing [1 ]
Qin, Caipeng [1 ]
Liang, Haohong [2 ]
Yang, Wenbo [1 ]
Lin, Jiaxing [1 ]
Ding, Mengting [1 ]
Han, Jingli [1 ]
Xu, Tao [1 ]
机构
[1] Peking Univ Peoples Hosp, Dept Urol, Beijing, Peoples R China
[2] Peking Univ, Sch Life Sci, Biomed Pioneering Innovat Ctr BIOPIC, Beijing, Peoples R China
来源
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY | 2022年 / 9卷
基金
中国国家自然科学基金;
关键词
bladder cancer; gemcitabine; tumor immune microenvironment; GEO; TCGA; CONNECTIVITY MAP; EXPRESSION; CHEMOTHERAPY; METASTASIS; SIGNATURES; MORTALITY; PREDICTS; DATABASE; THERAPY; GENES;
D O I
10.3389/fcell.2021.809620
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
To identify key biomarkers in gemcitabine (GEM)-resistant bladder cancer (BCa) and investigate their associations with tumor-infiltrating immune cells in a tumor immune microenvironment, we performed the present study on the basis of large-scale sequencing data. Expression profiles from the Gene Expression Omnibus GSE77883 dataset and The Cancer Genome Atlas BLCA dataset were analyzed. Both BCa development and GEM-resistance were identified to be immune-related through evaluating tumor-infiltrating immune cells. Eighty-two DEGs were obtained to be related to GEM-resistance. Functional enrichment analysis demonstrated they were related to regulation of immune cells proliferation. Protein-protein interaction network selected six key genes (CAV1, COL6A2, FABP4, FBLN1, PCOLCE, and CSPG4). Immunohistochemistry confirmed the down-regulation of the six key genes in BCa. Survival analyses revealed the six key genes were significantly associated with BCa overall survival. Correlation analyses revealed the six key genes had high infiltration of most immune cells. Gene set enrichment analysis further detected the key genes might regulate GEM-resistance through immune response and drug metabolism of cytochrome P450. Next, microRNA-gene regulatory network identified three key microRNAs (hsa-miR-124-3p, hsa-miR-26b-5p, and hsa-miR-192-5p) involved in GEM-resistant BCa. Connectivity Map analysis identified histone deacetylase inhibitors might circumvent GEM-resistance. In conclusion, CAV1, COL6A2, FABP4, FBLN1, PCOLCE, and CSPG4 were identified to be critical biomarkers through regulating the immune cell infiltration in an immune microenvironment of GEM-resistance and could act as promising treatment targets for GEM-resistant muscle-invasive BCa.
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页数:20
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