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基于数据挖掘的 III 型胶原α 1 (COL3A1)在泛癌中的预后价值及其免疫探索的研究。

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

机构信息

Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing China.

出版信息

Bioengineered. 2021 Dec;12(1):3634-3646. doi: 10.1080/21655979.2021.1949838.

Abstract

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.

摘要

细胞外基质 (ECM) 在人类癌症的发生和发展过程中起着重要作用。III 型胶原是 ECM 的重要组成部分。胶原 III 型 α1 链 (COL3A1) 在多种癌症中异常表达。然而,COL3A1 在泛癌中的作用仍不清楚。在这项研究中,我们通过公共数据库,包括癌症基因组图谱 (TCGA)、GTEx、GEPIA、cBioPortal、Oncommine、TIMER 和 GENEMANIA 数据库,来鉴定 COL3A1 在人类癌症组织和正常样本中的差异表达,并对患者生存预后的价值进行分析。此外,我们还探讨了 COL3A1 表达与免疫浸润之间的关系。我们使用了 GeneMANIA 数据库和基因集富集分析 (GSEA) 来研究蛋白质-蛋白质相互作用 (PPI) 和基因功能富集。结果表明,COL3A1 在肿瘤样本中的表达高于正常样本。COL3A1 的上调与预后不良和癌症分期较晚相关。COL3A1 表达与肿瘤浸润免疫细胞 (TIIC) 呈显著正相关,包括中性粒细胞、巨噬细胞、CD8+T 细胞、CD4+T 细胞、树突状细胞和 B 细胞。TIIC 标志物显示出与 COL3A1 相关的免疫浸润的不同模式。通过 GSEA 分析,COL3A1 表达与细胞外基质受体相互作用、肌动蛋白细胞骨架和黏着斑通路的调节相关。总之,COL3A1 可能是泛癌中预后和免疫浸润的分子标志物。它可能成为人类癌症管理新视角的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cf7/8806444/5ccf6816e0f8/KBIE_A_1949838_UF0001_OC.jpg

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