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N(6)-methyladenosine (m(6)A) RNA methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules

OBJECTIVE: Although N(6)-methyladenosine (m(6)A) RNA methylation is the most common mRNA modification process, few studies have examined the role of m(6)A in stomach adenocarcinomas (STADs). METHODS: In this retrospective study, we analyzed 293 STAD samples from The Cancer Genome Atlas with complete...

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Autores principales: Mo, Pingfan, Xie, Siyuan, Cai, Wen, Ruan, Jingjing, Du, Qin, Ye, Jun, Mao, Jianshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7522833/
https://www.ncbi.nlm.nih.gov/pubmed/32972288
http://dx.doi.org/10.1177/0300060520951405
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author Mo, Pingfan
Xie, Siyuan
Cai, Wen
Ruan, Jingjing
Du, Qin
Ye, Jun
Mao, Jianshan
author_facet Mo, Pingfan
Xie, Siyuan
Cai, Wen
Ruan, Jingjing
Du, Qin
Ye, Jun
Mao, Jianshan
author_sort Mo, Pingfan
collection PubMed
description OBJECTIVE: Although N(6)-methyladenosine (m(6)A) RNA methylation is the most common mRNA modification process, few studies have examined the role of m(6)A in stomach adenocarcinomas (STADs). METHODS: In this retrospective study, we analyzed 293 STAD samples from The Cancer Genome Atlas with complete clinicopathological feature profiles. The m(6)A methylation risk signature was derived from LASSO–Cox regression analyses with 15 m(6)A regulators. Statistical analysis was performed and figures were prepared using R software (https://www.R-project.org/). RESULTS: The m(6)A signature was established as follows: risk score = FTO × 0.127 + YTHDF1 × 0.004 + KIAA1429 × 0.044 + YTHDC2 × 0.112 − RBM15 × 0.135 − ALKBH5 × 0.019 − YTHDF2 × 0.028, which was confirmed as an independent prognostic indicator to predict overall survival of patients with STAD. Risk scores and tumor grades were closely associated. Cell cycle, p53 signaling pathways, DNA mismatch repair, and RNA degradation were enriched in the low-risk subgroup. This subgroup showed significantly higher expression of immune checkpoint molecules including PD-1 (programmed death 1), PD-L1 (programmed death-ligand 1), and CTLA-4 (cytotoxic T-lymphocyte–associated antigen 4), suggesting that the signature may be a useful immunotherapy predictor. CONCLUSIONS: We established an m(6)A methylation signature as an independent prognostic tool to predict overall survival, which may also be useful as an immunotherapy predictor.
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spelling pubmed-75228332020-10-06 N(6)-methyladenosine (m(6)A) RNA methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules Mo, Pingfan Xie, Siyuan Cai, Wen Ruan, Jingjing Du, Qin Ye, Jun Mao, Jianshan J Int Med Res Retrospective Clinical Research Report OBJECTIVE: Although N(6)-methyladenosine (m(6)A) RNA methylation is the most common mRNA modification process, few studies have examined the role of m(6)A in stomach adenocarcinomas (STADs). METHODS: In this retrospective study, we analyzed 293 STAD samples from The Cancer Genome Atlas with complete clinicopathological feature profiles. The m(6)A methylation risk signature was derived from LASSO–Cox regression analyses with 15 m(6)A regulators. Statistical analysis was performed and figures were prepared using R software (https://www.R-project.org/). RESULTS: The m(6)A signature was established as follows: risk score = FTO × 0.127 + YTHDF1 × 0.004 + KIAA1429 × 0.044 + YTHDC2 × 0.112 − RBM15 × 0.135 − ALKBH5 × 0.019 − YTHDF2 × 0.028, which was confirmed as an independent prognostic indicator to predict overall survival of patients with STAD. Risk scores and tumor grades were closely associated. Cell cycle, p53 signaling pathways, DNA mismatch repair, and RNA degradation were enriched in the low-risk subgroup. This subgroup showed significantly higher expression of immune checkpoint molecules including PD-1 (programmed death 1), PD-L1 (programmed death-ligand 1), and CTLA-4 (cytotoxic T-lymphocyte–associated antigen 4), suggesting that the signature may be a useful immunotherapy predictor. CONCLUSIONS: We established an m(6)A methylation signature as an independent prognostic tool to predict overall survival, which may also be useful as an immunotherapy predictor. SAGE Publications 2020-09-24 /pmc/articles/PMC7522833/ /pubmed/32972288 http://dx.doi.org/10.1177/0300060520951405 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/ Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Retrospective Clinical Research Report
Mo, Pingfan
Xie, Siyuan
Cai, Wen
Ruan, Jingjing
Du, Qin
Ye, Jun
Mao, Jianshan
N(6)-methyladenosine (m(6)A) RNA methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules
title N(6)-methyladenosine (m(6)A) RNA methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules
title_full N(6)-methyladenosine (m(6)A) RNA methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules
title_fullStr N(6)-methyladenosine (m(6)A) RNA methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules
title_full_unstemmed N(6)-methyladenosine (m(6)A) RNA methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules
title_short N(6)-methyladenosine (m(6)A) RNA methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules
title_sort n(6)-methyladenosine (m(6)a) rna methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules
topic Retrospective Clinical Research Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7522833/
https://www.ncbi.nlm.nih.gov/pubmed/32972288
http://dx.doi.org/10.1177/0300060520951405
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