Cargando…

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

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 uni...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Hanyu, Ding, Cheng, Li, Yatong, Xing, Cheng, Wang, Shunda, Yu, Zhangping, Chen, Lixin, Li, Pengyu, Dai, Menghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8806444/
https://www.ncbi.nlm.nih.gov/pubmed/34252356
http://dx.doi.org/10.1080/21655979.2021.1949838
_version_ 1784643449265324032
author Zhang, Hanyu
Ding, Cheng
Li, Yatong
Xing, Cheng
Wang, Shunda
Yu, Zhangping
Chen, Lixin
Li, Pengyu
Dai, Menghua
author_facet Zhang, Hanyu
Ding, Cheng
Li, Yatong
Xing, Cheng
Wang, Shunda
Yu, Zhangping
Chen, Lixin
Li, Pengyu
Dai, Menghua
author_sort Zhang, Hanyu
collection PubMed
description 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.
format Online
Article
Text
id pubmed-8806444
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Taylor & Francis
record_format MEDLINE/PubMed
spelling pubmed-88064442022-02-02 Data mining-based study of collagen type III alpha 1 (COL3A1) prognostic value and immune exploration in pan-cancer Zhang, Hanyu Ding, Cheng Li, Yatong Xing, Cheng Wang, Shunda Yu, Zhangping Chen, Lixin Li, Pengyu Dai, Menghua Bioengineered Research Paper 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. Taylor & Francis 2021-07-12 /pmc/articles/PMC8806444/ /pubmed/34252356 http://dx.doi.org/10.1080/21655979.2021.1949838 Text en © 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Paper
Zhang, Hanyu
Ding, Cheng
Li, Yatong
Xing, Cheng
Wang, Shunda
Yu, Zhangping
Chen, Lixin
Li, Pengyu
Dai, Menghua
Data mining-based study of collagen type III alpha 1 (COL3A1) prognostic value and immune exploration in pan-cancer
title Data mining-based study of collagen type III alpha 1 (COL3A1) prognostic value and immune exploration in pan-cancer
title_full Data mining-based study of collagen type III alpha 1 (COL3A1) prognostic value and immune exploration in pan-cancer
title_fullStr Data mining-based study of collagen type III alpha 1 (COL3A1) prognostic value and immune exploration in pan-cancer
title_full_unstemmed Data mining-based study of collagen type III alpha 1 (COL3A1) prognostic value and immune exploration in pan-cancer
title_short Data mining-based study of collagen type III alpha 1 (COL3A1) prognostic value and immune exploration in pan-cancer
title_sort data mining-based study of collagen type iii alpha 1 (col3a1) prognostic value and immune exploration in pan-cancer
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8806444/
https://www.ncbi.nlm.nih.gov/pubmed/34252356
http://dx.doi.org/10.1080/21655979.2021.1949838
work_keys_str_mv AT zhanghanyu dataminingbasedstudyofcollagentypeiiialpha1col3a1prognosticvalueandimmuneexplorationinpancancer
AT dingcheng dataminingbasedstudyofcollagentypeiiialpha1col3a1prognosticvalueandimmuneexplorationinpancancer
AT liyatong dataminingbasedstudyofcollagentypeiiialpha1col3a1prognosticvalueandimmuneexplorationinpancancer
AT xingcheng dataminingbasedstudyofcollagentypeiiialpha1col3a1prognosticvalueandimmuneexplorationinpancancer
AT wangshunda dataminingbasedstudyofcollagentypeiiialpha1col3a1prognosticvalueandimmuneexplorationinpancancer
AT yuzhangping dataminingbasedstudyofcollagentypeiiialpha1col3a1prognosticvalueandimmuneexplorationinpancancer
AT chenlixin dataminingbasedstudyofcollagentypeiiialpha1col3a1prognosticvalueandimmuneexplorationinpancancer
AT lipengyu dataminingbasedstudyofcollagentypeiiialpha1col3a1prognosticvalueandimmuneexplorationinpancancer
AT daimenghua dataminingbasedstudyofcollagentypeiiialpha1col3a1prognosticvalueandimmuneexplorationinpancancer