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Gene expression and DNA methylation analyses suggest that two immune related genes are prognostic factors of colorectal cancer
BACKGROUND: Colorectal cancer (CRC) is the second most prevalent cancer, as it accounts for approximately 10% of all annually diagnosed cancers. Studies have indicated that DNA methylation is involved in cancer genesis. The purpose of this study was to investigate the relationships among DNA methyla...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8080337/ https://www.ncbi.nlm.nih.gov/pubmed/33910576 http://dx.doi.org/10.1186/s12920-021-00966-3 |
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author | Xing, Xiao-Liang Yao, Zhi-Yong Xing, Chaoqun Huang, Zhi Peng, Jing Liu, Yuan-Wu |
author_facet | Xing, Xiao-Liang Yao, Zhi-Yong Xing, Chaoqun Huang, Zhi Peng, Jing Liu, Yuan-Wu |
author_sort | Xing, Xiao-Liang |
collection | PubMed |
description | BACKGROUND: Colorectal cancer (CRC) is the second most prevalent cancer, as it accounts for approximately 10% of all annually diagnosed cancers. Studies have indicated that DNA methylation is involved in cancer genesis. The purpose of this study was to investigate the relationships among DNA methylation, gene expression and the tumor-immune microenvironment of CRC, and finally, to identify potential key genes related to immune cell infiltration in CRC. METHODS: In the present study, we used the ChAMP and DESeq2 packages, correlation analyses, and Cox regression analyses to identify immune-related differentially expressed genes (IR-DEGs) that were correlated with aberrant methylation and to construct a risk assessment model. RESULTS: Finally, we found that HSPA1A expression and CCRL2 expression were positively and negatively associated with the risk score of CRC, respectively. Patients in the high-risk group were more positively correlated with some types of tumor-infiltrating immune cells, whereas they were negatively correlated with other tumor-infiltrating immune cells. After the patients were regrouped according to the median risk score, we could more effectively distinguish them based on survival outcome, clinicopathological characteristics, specific tumor-immune infiltration status and highly expressed immune-related biomarkers. CONCLUSION: This study suggested that the risk assessment model constructed by pairing immune-related differentially expressed genes correlated with aberrant DNA methylation could predict the outcome of CRC patients and might help to identify those patients who could benefit from antitumor immunotherapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-021-00966-3. |
format | Online Article Text |
id | pubmed-8080337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80803372021-04-29 Gene expression and DNA methylation analyses suggest that two immune related genes are prognostic factors of colorectal cancer Xing, Xiao-Liang Yao, Zhi-Yong Xing, Chaoqun Huang, Zhi Peng, Jing Liu, Yuan-Wu BMC Med Genomics Research BACKGROUND: Colorectal cancer (CRC) is the second most prevalent cancer, as it accounts for approximately 10% of all annually diagnosed cancers. Studies have indicated that DNA methylation is involved in cancer genesis. The purpose of this study was to investigate the relationships among DNA methylation, gene expression and the tumor-immune microenvironment of CRC, and finally, to identify potential key genes related to immune cell infiltration in CRC. METHODS: In the present study, we used the ChAMP and DESeq2 packages, correlation analyses, and Cox regression analyses to identify immune-related differentially expressed genes (IR-DEGs) that were correlated with aberrant methylation and to construct a risk assessment model. RESULTS: Finally, we found that HSPA1A expression and CCRL2 expression were positively and negatively associated with the risk score of CRC, respectively. Patients in the high-risk group were more positively correlated with some types of tumor-infiltrating immune cells, whereas they were negatively correlated with other tumor-infiltrating immune cells. After the patients were regrouped according to the median risk score, we could more effectively distinguish them based on survival outcome, clinicopathological characteristics, specific tumor-immune infiltration status and highly expressed immune-related biomarkers. CONCLUSION: This study suggested that the risk assessment model constructed by pairing immune-related differentially expressed genes correlated with aberrant DNA methylation could predict the outcome of CRC patients and might help to identify those patients who could benefit from antitumor immunotherapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-021-00966-3. BioMed Central 2021-04-28 /pmc/articles/PMC8080337/ /pubmed/33910576 http://dx.doi.org/10.1186/s12920-021-00966-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Xing, Xiao-Liang Yao, Zhi-Yong Xing, Chaoqun Huang, Zhi Peng, Jing Liu, Yuan-Wu Gene expression and DNA methylation analyses suggest that two immune related genes are prognostic factors of colorectal cancer |
title | Gene expression and DNA methylation analyses suggest that two immune related genes are prognostic factors of colorectal cancer |
title_full | Gene expression and DNA methylation analyses suggest that two immune related genes are prognostic factors of colorectal cancer |
title_fullStr | Gene expression and DNA methylation analyses suggest that two immune related genes are prognostic factors of colorectal cancer |
title_full_unstemmed | Gene expression and DNA methylation analyses suggest that two immune related genes are prognostic factors of colorectal cancer |
title_short | Gene expression and DNA methylation analyses suggest that two immune related genes are prognostic factors of colorectal cancer |
title_sort | gene expression and dna methylation analyses suggest that two immune related genes are prognostic factors of colorectal cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8080337/ https://www.ncbi.nlm.nih.gov/pubmed/33910576 http://dx.doi.org/10.1186/s12920-021-00966-3 |
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