Cargando…

The Cancer Genome Atlas (TCGA) based m(6)A methylation-related genes predict prognosis in hepatocellular carcinoma

The current study aims to investigate the significance of N(6)-methyladenosine (m(6)A) methylation-related genes in the clinical prognosis of hepatocellular carcinoma (HCC) using bioinformatics analyses based on The Cancer Genome Atlas (TCGA) database. Transcriptome data and corresponding clinical d...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Jun, Sun, Guili, Pan, Shangling, Qin, Mengbin, Ouyang, Rong, Li, Zhongzhuan, Huang, Jiean
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8291839/
https://www.ncbi.nlm.nih.gov/pubmed/32631107
http://dx.doi.org/10.1080/21655979.2020.1787764
_version_ 1783724721197547520
author Liu, Jun
Sun, Guili
Pan, Shangling
Qin, Mengbin
Ouyang, Rong
Li, Zhongzhuan
Huang, Jiean
author_facet Liu, Jun
Sun, Guili
Pan, Shangling
Qin, Mengbin
Ouyang, Rong
Li, Zhongzhuan
Huang, Jiean
author_sort Liu, Jun
collection PubMed
description The current study aims to investigate the significance of N(6)-methyladenosine (m(6)A) methylation-related genes in the clinical prognosis of hepatocellular carcinoma (HCC) using bioinformatics analyses based on The Cancer Genome Atlas (TCGA) database. Transcriptome data and corresponding clinical data on m(6)A methylation-related genes (including 15 genes) were obtained from TCGA database. Differential expression of 15 genes was identified. Survival curves of subgroups based on m(6)A methylation-related gene expression levels were plotted. We selected potential predictive genes and analyzed their prognostic values using bioinformatics methods. Eleven genes (METTL3, YTHDF1, YTHDF2, YTHDF3, YTHDC1, YTHDC2, FTO, KIAA1429, HNRNPC, HNRNPA2B1, and RBM15) were found to be overexpressed in HCC. Of these, five genes had worse survival (P < 0.05). There was a significant difference in the survival rate between subgroups with different expression levels of m(6)A. We selected five potential predictors (METTL3, KIAA1429, ZC3H13, YTHDF1, and YTHDF2) that met the independent predictive value. ZC3H13 was upregulated in patients with high cancer risk, whereas METTL3, KIAA1429, YTHDF1, and YTHDF2 were downregulated. In summary, we found that the expression levels of m(6)A methylation-related genes were different in patients with HCC and correlated with survival and prognosis. This implies that m(6)A methylation-related genes may be promising prognostic indicators or therapeutic targets for HCC.
format Online
Article
Text
id pubmed-8291839
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Taylor & Francis
record_format MEDLINE/PubMed
spelling pubmed-82918392021-08-03 The Cancer Genome Atlas (TCGA) based m(6)A methylation-related genes predict prognosis in hepatocellular carcinoma Liu, Jun Sun, Guili Pan, Shangling Qin, Mengbin Ouyang, Rong Li, Zhongzhuan Huang, Jiean Bioengineered Research Paper The current study aims to investigate the significance of N(6)-methyladenosine (m(6)A) methylation-related genes in the clinical prognosis of hepatocellular carcinoma (HCC) using bioinformatics analyses based on The Cancer Genome Atlas (TCGA) database. Transcriptome data and corresponding clinical data on m(6)A methylation-related genes (including 15 genes) were obtained from TCGA database. Differential expression of 15 genes was identified. Survival curves of subgroups based on m(6)A methylation-related gene expression levels were plotted. We selected potential predictive genes and analyzed their prognostic values using bioinformatics methods. Eleven genes (METTL3, YTHDF1, YTHDF2, YTHDF3, YTHDC1, YTHDC2, FTO, KIAA1429, HNRNPC, HNRNPA2B1, and RBM15) were found to be overexpressed in HCC. Of these, five genes had worse survival (P < 0.05). There was a significant difference in the survival rate between subgroups with different expression levels of m(6)A. We selected five potential predictors (METTL3, KIAA1429, ZC3H13, YTHDF1, and YTHDF2) that met the independent predictive value. ZC3H13 was upregulated in patients with high cancer risk, whereas METTL3, KIAA1429, YTHDF1, and YTHDF2 were downregulated. In summary, we found that the expression levels of m(6)A methylation-related genes were different in patients with HCC and correlated with survival and prognosis. This implies that m(6)A methylation-related genes may be promising prognostic indicators or therapeutic targets for HCC. Taylor & Francis 2020-07-07 /pmc/articles/PMC8291839/ /pubmed/32631107 http://dx.doi.org/10.1080/21655979.2020.1787764 Text en © 2020 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Paper
Liu, Jun
Sun, Guili
Pan, Shangling
Qin, Mengbin
Ouyang, Rong
Li, Zhongzhuan
Huang, Jiean
The Cancer Genome Atlas (TCGA) based m(6)A methylation-related genes predict prognosis in hepatocellular carcinoma
title The Cancer Genome Atlas (TCGA) based m(6)A methylation-related genes predict prognosis in hepatocellular carcinoma
title_full The Cancer Genome Atlas (TCGA) based m(6)A methylation-related genes predict prognosis in hepatocellular carcinoma
title_fullStr The Cancer Genome Atlas (TCGA) based m(6)A methylation-related genes predict prognosis in hepatocellular carcinoma
title_full_unstemmed The Cancer Genome Atlas (TCGA) based m(6)A methylation-related genes predict prognosis in hepatocellular carcinoma
title_short The Cancer Genome Atlas (TCGA) based m(6)A methylation-related genes predict prognosis in hepatocellular carcinoma
title_sort cancer genome atlas (tcga) based m(6)a methylation-related genes predict prognosis in hepatocellular carcinoma
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8291839/
https://www.ncbi.nlm.nih.gov/pubmed/32631107
http://dx.doi.org/10.1080/21655979.2020.1787764
work_keys_str_mv AT liujun thecancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT sunguili thecancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT panshangling thecancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT qinmengbin thecancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT ouyangrong thecancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT lizhongzhuan thecancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT huangjiean thecancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT liujun cancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT sunguili cancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT panshangling cancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT qinmengbin cancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT ouyangrong cancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT lizhongzhuan cancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma
AT huangjiean cancergenomeatlastcgabasedm6amethylationrelatedgenespredictprognosisinhepatocellularcarcinoma