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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2020
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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. |
format | Online Article Text |
id | pubmed-7522833 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
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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