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Role of m(5)C RNA methylation regulators in colorectal cancer prognosis and immune microenvironment

BACKGROUND: RNA modification has become one of the hot topics of research as it can be used for tumor prognosis. However, its role in various biological processes is still poorly understood. The aim of this study was to investigate the role of m(5)C and m(1)A regulators on colorectal cancer prognosi...

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Autores principales: Fang, Xiaojie, Miao, Chenyun, Zeng, Tianni, Chu, Weijian, Zheng, Yi, Sun, Xi, Yin, Xin, Li, Yanyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993619/
https://www.ncbi.nlm.nih.gov/pubmed/35212022
http://dx.doi.org/10.1002/jcla.24303
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author Fang, Xiaojie
Miao, Chenyun
Zeng, Tianni
Chu, Weijian
Zheng, Yi
Sun, Xi
Yin, Xin
Li, Yanyan
author_facet Fang, Xiaojie
Miao, Chenyun
Zeng, Tianni
Chu, Weijian
Zheng, Yi
Sun, Xi
Yin, Xin
Li, Yanyan
author_sort Fang, Xiaojie
collection PubMed
description BACKGROUND: RNA modification has become one of the hot topics of research as it can be used for tumor prognosis. However, its role in various biological processes is still poorly understood. The aim of this study was to investigate the role of m(5)C and m(1)A regulators on colorectal cancer prognosis using bioinformatics tools. The association between these regulators and differences in patient survival as well as the clinicopathological characteristics and tumor immune microenvironment in colorectal cancer tissues were assessed. METHODS: We selected publicly available colorectal cancer data sets from The Cancer Genome Atlas and used the “limma” package in R to identify differentially expressed genes. The least absolute shrinkage and selection operator regression model was used to calculate the prognostic risk, and a risk prediction model was constructed, to help assess the prognostic values of the differentially expressed genes. Finally, using TISCH and TIMER, we assessed the extent of cellular infiltration in colorectal cancer. RESULTS: We explored NSUN6 and DNMT3A expression using UALCAN and HPA and found that their expression is significantly increased in colorectal cancer tissues and correlated with sex and TP53 mutation status. Moreover, we found NSUN6 and DNMT3A were related to the infiltration of six major immune cells, with DNMT3A being closely related to dendritic cells, CD4(+) T cells, and B cells, whereas NSUN6 to B cells and CD8(+) T cells. CONCLUSION: Our findings suggest that m(5)C regulators can predict the clinical prognostic risk and regulate the tumor immune microenvironment in colorectal cancer.
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spelling pubmed-89936192022-04-13 Role of m(5)C RNA methylation regulators in colorectal cancer prognosis and immune microenvironment Fang, Xiaojie Miao, Chenyun Zeng, Tianni Chu, Weijian Zheng, Yi Sun, Xi Yin, Xin Li, Yanyan J Clin Lab Anal Research Articles BACKGROUND: RNA modification has become one of the hot topics of research as it can be used for tumor prognosis. However, its role in various biological processes is still poorly understood. The aim of this study was to investigate the role of m(5)C and m(1)A regulators on colorectal cancer prognosis using bioinformatics tools. The association between these regulators and differences in patient survival as well as the clinicopathological characteristics and tumor immune microenvironment in colorectal cancer tissues were assessed. METHODS: We selected publicly available colorectal cancer data sets from The Cancer Genome Atlas and used the “limma” package in R to identify differentially expressed genes. The least absolute shrinkage and selection operator regression model was used to calculate the prognostic risk, and a risk prediction model was constructed, to help assess the prognostic values of the differentially expressed genes. Finally, using TISCH and TIMER, we assessed the extent of cellular infiltration in colorectal cancer. RESULTS: We explored NSUN6 and DNMT3A expression using UALCAN and HPA and found that their expression is significantly increased in colorectal cancer tissues and correlated with sex and TP53 mutation status. Moreover, we found NSUN6 and DNMT3A were related to the infiltration of six major immune cells, with DNMT3A being closely related to dendritic cells, CD4(+) T cells, and B cells, whereas NSUN6 to B cells and CD8(+) T cells. CONCLUSION: Our findings suggest that m(5)C regulators can predict the clinical prognostic risk and regulate the tumor immune microenvironment in colorectal cancer. John Wiley and Sons Inc. 2022-02-25 /pmc/articles/PMC8993619/ /pubmed/35212022 http://dx.doi.org/10.1002/jcla.24303 Text en © 2022 The Authors. Journal of Clinical Laboratory Analysis published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Research Articles
Fang, Xiaojie
Miao, Chenyun
Zeng, Tianni
Chu, Weijian
Zheng, Yi
Sun, Xi
Yin, Xin
Li, Yanyan
Role of m(5)C RNA methylation regulators in colorectal cancer prognosis and immune microenvironment
title Role of m(5)C RNA methylation regulators in colorectal cancer prognosis and immune microenvironment
title_full Role of m(5)C RNA methylation regulators in colorectal cancer prognosis and immune microenvironment
title_fullStr Role of m(5)C RNA methylation regulators in colorectal cancer prognosis and immune microenvironment
title_full_unstemmed Role of m(5)C RNA methylation regulators in colorectal cancer prognosis and immune microenvironment
title_short Role of m(5)C RNA methylation regulators in colorectal cancer prognosis and immune microenvironment
title_sort role of m(5)c rna methylation regulators in colorectal cancer prognosis and immune microenvironment
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993619/
https://www.ncbi.nlm.nih.gov/pubmed/35212022
http://dx.doi.org/10.1002/jcla.24303
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