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By characterizing metabolic and immune microenvironment reveal potential prognostic markers in the development of colorectal cancer
Colon adenocarcinoma (COAD) is one of the deadliest cancers in the world and survival rates vary significantly between early and advanced stage patients. Therefore, the identification of the pathogenesis in the development of COAD and prognostic markers is urgently demanded. Herein, we collected RNA...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9390973/ https://www.ncbi.nlm.nih.gov/pubmed/35992347 http://dx.doi.org/10.3389/fbioe.2022.822835 |
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author | Liao, Liangliang Gao, Yongjian Su, Jie Feng, Ye |
author_facet | Liao, Liangliang Gao, Yongjian Su, Jie Feng, Ye |
author_sort | Liao, Liangliang |
collection | PubMed |
description | Colon adenocarcinoma (COAD) is one of the deadliest cancers in the world and survival rates vary significantly between early and advanced stage patients. Therefore, the identification of the pathogenesis in the development of COAD and prognostic markers is urgently demanded. Herein, we collected RNA-seq and somatic mutation data of COAD for statistical analysis. Clinical stage-specific differentially expressed genes (DEGs) and tumor development-dependent DEGs were identified. By characterizing the metabolic and immune features of COAD between stages, we found that the energy supply and inflammatory response of advanced tumors were suppressed. Next, the ETS1, AR, GATA1, GATA2, SREBF1, FOXP3, STAT4, and NFKB1 were identified to drive the metabolic and immune-related pathways in the development of COAD. The three potential prognostic markers (HOXC8, IRF7, and CXCL13) were identified based on Cox regression analysis. Additionally, immune infiltration analysis revealed that the resting CD4(+) T cell was significantly related to the overall survival (OS) of COAD patients. Collectively, the specific metabolic and immune characteristics of advanced patients and the identified prognostic biomarkers will contribute to the development of precision medicine. |
format | Online Article Text |
id | pubmed-9390973 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93909732022-08-20 By characterizing metabolic and immune microenvironment reveal potential prognostic markers in the development of colorectal cancer Liao, Liangliang Gao, Yongjian Su, Jie Feng, Ye Front Bioeng Biotechnol Bioengineering and Biotechnology Colon adenocarcinoma (COAD) is one of the deadliest cancers in the world and survival rates vary significantly between early and advanced stage patients. Therefore, the identification of the pathogenesis in the development of COAD and prognostic markers is urgently demanded. Herein, we collected RNA-seq and somatic mutation data of COAD for statistical analysis. Clinical stage-specific differentially expressed genes (DEGs) and tumor development-dependent DEGs were identified. By characterizing the metabolic and immune features of COAD between stages, we found that the energy supply and inflammatory response of advanced tumors were suppressed. Next, the ETS1, AR, GATA1, GATA2, SREBF1, FOXP3, STAT4, and NFKB1 were identified to drive the metabolic and immune-related pathways in the development of COAD. The three potential prognostic markers (HOXC8, IRF7, and CXCL13) were identified based on Cox regression analysis. Additionally, immune infiltration analysis revealed that the resting CD4(+) T cell was significantly related to the overall survival (OS) of COAD patients. Collectively, the specific metabolic and immune characteristics of advanced patients and the identified prognostic biomarkers will contribute to the development of precision medicine. Frontiers Media S.A. 2022-08-05 /pmc/articles/PMC9390973/ /pubmed/35992347 http://dx.doi.org/10.3389/fbioe.2022.822835 Text en Copyright © 2022 Liao, Gao, Su and Feng. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Bioengineering and Biotechnology Liao, Liangliang Gao, Yongjian Su, Jie Feng, Ye By characterizing metabolic and immune microenvironment reveal potential prognostic markers in the development of colorectal cancer |
title | By characterizing metabolic and immune microenvironment reveal potential prognostic markers in the development of colorectal cancer |
title_full | By characterizing metabolic and immune microenvironment reveal potential prognostic markers in the development of colorectal cancer |
title_fullStr | By characterizing metabolic and immune microenvironment reveal potential prognostic markers in the development of colorectal cancer |
title_full_unstemmed | By characterizing metabolic and immune microenvironment reveal potential prognostic markers in the development of colorectal cancer |
title_short | By characterizing metabolic and immune microenvironment reveal potential prognostic markers in the development of colorectal cancer |
title_sort | by characterizing metabolic and immune microenvironment reveal potential prognostic markers in the development of colorectal cancer |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9390973/ https://www.ncbi.nlm.nih.gov/pubmed/35992347 http://dx.doi.org/10.3389/fbioe.2022.822835 |
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