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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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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. |
format | Online Article Text |
id | pubmed-8993619 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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