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Predictive value of m5C regulatory gene expression in pancreatic adenocarcinoma
Pancreatic adenocarcinoma (PAAD) is the most malignant digestive tumor. The global incidence of pancreatic cancer has been rapidly trending upwards, necessitating an exploration of potential prognostic biomarkers and mechanisms of disease development. One of the most prevalent RNA modifications is 5...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8410865/ https://www.ncbi.nlm.nih.gov/pubmed/34471186 http://dx.doi.org/10.1038/s41598-021-96470-w |
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author | Yu, Xiao Zhang, Qiyao Gao, Fang Zhang, Menggang Zheng, Qingyuan He, Yuting Guo, Wenzhi |
author_facet | Yu, Xiao Zhang, Qiyao Gao, Fang Zhang, Menggang Zheng, Qingyuan He, Yuting Guo, Wenzhi |
author_sort | Yu, Xiao |
collection | PubMed |
description | Pancreatic adenocarcinoma (PAAD) is the most malignant digestive tumor. The global incidence of pancreatic cancer has been rapidly trending upwards, necessitating an exploration of potential prognostic biomarkers and mechanisms of disease development. One of the most prevalent RNA modifications is 5-methylcytosine (m5C); however, its contribution to PAAD remains unclear. Data from The Cancer Genome Atlas (TCGA) database, including genes, copy number variations (CNVs), and simple nucleotide variations (SNVs), were obtained in the present study to identify gene signatures and prognostic values for m5C regulators in PAAD. Regulatory gene m5C changes were significantly correlated with TP53, BRCA1, CDKN2A, and ATM genes, which play important roles in PAAD pathogenesis. In particular, there was a significant relationship between m5C regulatory gene CNVs, especially in genes encoding epigenetic “writers”. According to m5C-regulated gene expression in clinically graded cases, one m5C-regulated genes, DNMT3A, showed both a strong effect on CNVs and a significant correlation between expression level and clinical grade (P < 0.05). Furthermore, low DNMT3A expression was not only associated with poor PAAD patient prognosis but also with the ribosomal processing. The relationship between low DNMT3A expression and poor prognosis was confirmed in an International Cancer Genome Consortium (ICGC) validation dataset. |
format | Online Article Text |
id | pubmed-8410865 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84108652021-09-03 Predictive value of m5C regulatory gene expression in pancreatic adenocarcinoma Yu, Xiao Zhang, Qiyao Gao, Fang Zhang, Menggang Zheng, Qingyuan He, Yuting Guo, Wenzhi Sci Rep Article Pancreatic adenocarcinoma (PAAD) is the most malignant digestive tumor. The global incidence of pancreatic cancer has been rapidly trending upwards, necessitating an exploration of potential prognostic biomarkers and mechanisms of disease development. One of the most prevalent RNA modifications is 5-methylcytosine (m5C); however, its contribution to PAAD remains unclear. Data from The Cancer Genome Atlas (TCGA) database, including genes, copy number variations (CNVs), and simple nucleotide variations (SNVs), were obtained in the present study to identify gene signatures and prognostic values for m5C regulators in PAAD. Regulatory gene m5C changes were significantly correlated with TP53, BRCA1, CDKN2A, and ATM genes, which play important roles in PAAD pathogenesis. In particular, there was a significant relationship between m5C regulatory gene CNVs, especially in genes encoding epigenetic “writers”. According to m5C-regulated gene expression in clinically graded cases, one m5C-regulated genes, DNMT3A, showed both a strong effect on CNVs and a significant correlation between expression level and clinical grade (P < 0.05). Furthermore, low DNMT3A expression was not only associated with poor PAAD patient prognosis but also with the ribosomal processing. The relationship between low DNMT3A expression and poor prognosis was confirmed in an International Cancer Genome Consortium (ICGC) validation dataset. Nature Publishing Group UK 2021-09-01 /pmc/articles/PMC8410865/ /pubmed/34471186 http://dx.doi.org/10.1038/s41598-021-96470-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Yu, Xiao Zhang, Qiyao Gao, Fang Zhang, Menggang Zheng, Qingyuan He, Yuting Guo, Wenzhi Predictive value of m5C regulatory gene expression in pancreatic adenocarcinoma |
title | Predictive value of m5C regulatory gene expression in pancreatic adenocarcinoma |
title_full | Predictive value of m5C regulatory gene expression in pancreatic adenocarcinoma |
title_fullStr | Predictive value of m5C regulatory gene expression in pancreatic adenocarcinoma |
title_full_unstemmed | Predictive value of m5C regulatory gene expression in pancreatic adenocarcinoma |
title_short | Predictive value of m5C regulatory gene expression in pancreatic adenocarcinoma |
title_sort | predictive value of m5c regulatory gene expression in pancreatic adenocarcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8410865/ https://www.ncbi.nlm.nih.gov/pubmed/34471186 http://dx.doi.org/10.1038/s41598-021-96470-w |
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