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A prognostic fibroblast-related risk signature in colorectal cancer

Colorectal cancer (CRC) is the third most common cancer in the world. The accessibility of the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus data allows the prognostic evaluation of CRC. Fibroblasts play a key role in the development and progression of tumors while fibroblast-related risk s...

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Autores principales: Xu, Hao, Pan, Yisheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8610139/
https://www.ncbi.nlm.nih.gov/pubmed/34735373
http://dx.doi.org/10.18632/aging.203677
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author Xu, Hao
Pan, Yisheng
author_facet Xu, Hao
Pan, Yisheng
author_sort Xu, Hao
collection PubMed
description Colorectal cancer (CRC) is the third most common cancer in the world. The accessibility of the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus data allows the prognostic evaluation of CRC. Fibroblasts play a key role in the development and progression of tumors while fibroblast-related risk signature in CRC patients has rarely been mentioned. In this study, TCGA data was classified into high-fibroblast and low-fibroblast groups according to the median of fibroblast content. Among 3845 differentially expressed genes between two groups, 14 prognostic genes commonly expressed in GSE39582 and TCGA were identified by LASSO-COX analysis. Then we established a fibroblast-related risk signature in TCGA training group and validated in the GSE39582 testing group. The risk score was significantly associated with the overall survival (OS), and the poor prognosis of patients in high-risk group might relate to the immune cell infiltration in the tumor microenvironment, epithelial-mesenchymal transition, and extracellular matrix related processes. Overall, we proved that the fibroblast-related signature could predict the prognosis of patients which might shed light on the treatment of CRC.
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spelling pubmed-86101392021-11-24 A prognostic fibroblast-related risk signature in colorectal cancer Xu, Hao Pan, Yisheng Aging (Albany NY) Research Paper Colorectal cancer (CRC) is the third most common cancer in the world. The accessibility of the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus data allows the prognostic evaluation of CRC. Fibroblasts play a key role in the development and progression of tumors while fibroblast-related risk signature in CRC patients has rarely been mentioned. In this study, TCGA data was classified into high-fibroblast and low-fibroblast groups according to the median of fibroblast content. Among 3845 differentially expressed genes between two groups, 14 prognostic genes commonly expressed in GSE39582 and TCGA were identified by LASSO-COX analysis. Then we established a fibroblast-related risk signature in TCGA training group and validated in the GSE39582 testing group. The risk score was significantly associated with the overall survival (OS), and the poor prognosis of patients in high-risk group might relate to the immune cell infiltration in the tumor microenvironment, epithelial-mesenchymal transition, and extracellular matrix related processes. Overall, we proved that the fibroblast-related signature could predict the prognosis of patients which might shed light on the treatment of CRC. Impact Journals 2021-11-04 /pmc/articles/PMC8610139/ /pubmed/34735373 http://dx.doi.org/10.18632/aging.203677 Text en Copyright: © 2021 Xu and Pan. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Xu, Hao
Pan, Yisheng
A prognostic fibroblast-related risk signature in colorectal cancer
title A prognostic fibroblast-related risk signature in colorectal cancer
title_full A prognostic fibroblast-related risk signature in colorectal cancer
title_fullStr A prognostic fibroblast-related risk signature in colorectal cancer
title_full_unstemmed A prognostic fibroblast-related risk signature in colorectal cancer
title_short A prognostic fibroblast-related risk signature in colorectal cancer
title_sort prognostic fibroblast-related risk signature in colorectal cancer
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8610139/
https://www.ncbi.nlm.nih.gov/pubmed/34735373
http://dx.doi.org/10.18632/aging.203677
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