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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
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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 |
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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 |
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