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Development and validation of a chromatin regulator prognostic signature in colon adenocarcinoma

Aberrant expression of chromatin regulators (CRs) could lead to the development of various diseases including cancer. However, the biological function and prognosis role of CRs in colon adenocarcinoma (COAD) remains unclear. We performed the clustering analyses for expression profiling of COAD downl...

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Autores principales: Yang, Wenlong, Luo, Chenhua, Chen, Shan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9727087/
https://www.ncbi.nlm.nih.gov/pubmed/36506326
http://dx.doi.org/10.3389/fgene.2022.986325
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author Yang, Wenlong
Luo, Chenhua
Chen, Shan
author_facet Yang, Wenlong
Luo, Chenhua
Chen, Shan
author_sort Yang, Wenlong
collection PubMed
description Aberrant expression of chromatin regulators (CRs) could lead to the development of various diseases including cancer. However, the biological function and prognosis role of CRs in colon adenocarcinoma (COAD) remains unclear. We performed the clustering analyses for expression profiling of COAD downloaded from The Cancer Genome Atlas. We developed a chromatin regulator prognostic model, which was validated in an independent cohort data. Time-intendent receiver operating characteristics curve was used to evaluate predict ability of model. Univariate and multivariate cox regression were used to assess independence of risk score. Nomogram was established to assess individual risk. Gene ontology, and Kyoto Encyclopedia of genes and genomes, gene set variation analysis and gene set enrichment analysis were performed to explore the function of CRs. Immune infiltration and drug sensitivity were also performed to assess effect of CRs on treatment in COAD. COAD can be separated into two subtypes with different clinical characteristics and prognosis. The C2 had elevated immune infiltration levels and low tumor purity. Using 12 chromatin regulators, we developed and validated a prognostic model that can predict the overall survival of COAD patients. We built a risk score that can be an independent prognosis predictor of COAD. The nomogram score system achieved the best predict ability and were also confirmed by decision curve analysis. There were significantly different function and pathway enrichment, immune infiltration levels, and tumor mutation burden between high-risk and low-risk group. The external validation data also indicated that high-risk group had higher stable disease/progressive disease response rate and poorer prognosis than low-risk group. Besides, the signature genes included in the model could cause chemotherapy sensitivity to some small molecular compounds. Our integrative analyses for chromatin regulators could provide new insights for the risk management and individualized treatment in COAD.
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spelling pubmed-97270872022-12-08 Development and validation of a chromatin regulator prognostic signature in colon adenocarcinoma Yang, Wenlong Luo, Chenhua Chen, Shan Front Genet Genetics Aberrant expression of chromatin regulators (CRs) could lead to the development of various diseases including cancer. However, the biological function and prognosis role of CRs in colon adenocarcinoma (COAD) remains unclear. We performed the clustering analyses for expression profiling of COAD downloaded from The Cancer Genome Atlas. We developed a chromatin regulator prognostic model, which was validated in an independent cohort data. Time-intendent receiver operating characteristics curve was used to evaluate predict ability of model. Univariate and multivariate cox regression were used to assess independence of risk score. Nomogram was established to assess individual risk. Gene ontology, and Kyoto Encyclopedia of genes and genomes, gene set variation analysis and gene set enrichment analysis were performed to explore the function of CRs. Immune infiltration and drug sensitivity were also performed to assess effect of CRs on treatment in COAD. COAD can be separated into two subtypes with different clinical characteristics and prognosis. The C2 had elevated immune infiltration levels and low tumor purity. Using 12 chromatin regulators, we developed and validated a prognostic model that can predict the overall survival of COAD patients. We built a risk score that can be an independent prognosis predictor of COAD. The nomogram score system achieved the best predict ability and were also confirmed by decision curve analysis. There were significantly different function and pathway enrichment, immune infiltration levels, and tumor mutation burden between high-risk and low-risk group. The external validation data also indicated that high-risk group had higher stable disease/progressive disease response rate and poorer prognosis than low-risk group. Besides, the signature genes included in the model could cause chemotherapy sensitivity to some small molecular compounds. Our integrative analyses for chromatin regulators could provide new insights for the risk management and individualized treatment in COAD. Frontiers Media S.A. 2022-11-23 /pmc/articles/PMC9727087/ /pubmed/36506326 http://dx.doi.org/10.3389/fgene.2022.986325 Text en Copyright © 2022 Yang, Luo and Chen. 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 Genetics
Yang, Wenlong
Luo, Chenhua
Chen, Shan
Development and validation of a chromatin regulator prognostic signature in colon adenocarcinoma
title Development and validation of a chromatin regulator prognostic signature in colon adenocarcinoma
title_full Development and validation of a chromatin regulator prognostic signature in colon adenocarcinoma
title_fullStr Development and validation of a chromatin regulator prognostic signature in colon adenocarcinoma
title_full_unstemmed Development and validation of a chromatin regulator prognostic signature in colon adenocarcinoma
title_short Development and validation of a chromatin regulator prognostic signature in colon adenocarcinoma
title_sort development and validation of a chromatin regulator prognostic signature in colon adenocarcinoma
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9727087/
https://www.ncbi.nlm.nih.gov/pubmed/36506326
http://dx.doi.org/10.3389/fgene.2022.986325
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AT luochenhua developmentandvalidationofachromatinregulatorprognosticsignatureincolonadenocarcinoma
AT chenshan developmentandvalidationofachromatinregulatorprognosticsignatureincolonadenocarcinoma