Data mining-based study of collagen type III alpha 1 (COL3A1) prognostic value and immune exploration in pan-cancer

被引:31
作者
Zhang, Hanyu [1 ]
Ding, Cheng [1 ]
Li, Yatong [1 ]
Xing, Cheng [1 ]
Wang, Shunda [1 ]
Yu, Zhangping [1 ]
Chen, Lixin [1 ]
Li, Pengyu [1 ]
Dai, Menghua [1 ]
机构
[1] Peking Union Med Coll & Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Gen Surg, 1 Shuai Fu Yuan, Beijing 100730, Peoples R China
基金
中国国家自然科学基金;
关键词
COL3A1; pan-cancer; tumor microenvironment; immune analysis; prognosis; TUMOR MICROENVIRONMENT; EXTRACELLULAR-MATRIX; CELL-MIGRATION; WEB SERVER; EXPRESSION; IMMUNOTHERAPY; RESISTANCE; GENES; DDR1;
D O I
10.1080/21655979.2021.1949838
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
The extracellular matrix (ECM) shows an essential effect during the occurrence and procession of human cancers. Type III collagen is a crucial component of ECM. Collagen Type III Alpha 1 (COL3A1) is aberrantly expressed in a variety of cancers. Nevertheless, the role of COL3A1 in pan-cancer stays unidentified. In this study, we explored public databases, including Cancer Genome Atlas (TCGA), GTEx, GEPIA, cBioPortal, Oncommine, TIMER and GENEMANIA databases to identify the differential expression of COL3A1 in human cancer tissues and normal samples, followed by its prognostic value for patient survival. In addition, we explore the association between COL3A1 expression and immune infiltration. Further, we used the GeneMANIA database and Gene Set Enrichment Analysis (GSEA) to investigate Protein-Protein Interaction (PPI) and gene functional enrichment. Results show that COL3A1 expressed higher in tumor samples than in normal samples. Upregulation of COL3A1 is associated with a worse prognosis and a more advanced cancer stage. COL3A1 expression shows significant positive correlations with tumor-infiltrating immune cells (TIICs), including neutrophils, macrophages, CD8 + T cells, CD4 + T cells, dendritic cells, and B cells. Markers of TIICs demonstrated distinct patterns of COL3A1-related immune infiltration. COL3A1 expression was associated with ECM receptor interaction, regulation of actin cytoskeleton and focal adhesion pathways via GSEA analysis. In conclusion, COL3A1 may be a molecular biomarker for prognosis and immune infiltration in pan-cancer. It might act as a potential target for a new insight of human cancers management. [GRAPHICS]
引用
收藏
页码:3634 / 3646
页数:13
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