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Prognostic and Predictive Value of m6A “Eraser” Related Gene Signature in Gastric Cancer
BACKGROUND: N6-methyladenosine (m6A) RNA modification plays a critical role in gastric cancer (GC). However, the relationship between the m6A “eraser”, FTO, and ALKBH5, and the prognosis of GC still remains unclear. This study aimed to evaluate the effect of FTO and ALKBH5 on the prognosis of patien...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952866/ https://www.ncbi.nlm.nih.gov/pubmed/33718213 http://dx.doi.org/10.3389/fonc.2021.631803 |
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author | Xu, Xin Zhou, En Zheng, Jun Zhang, Chihao Zou, Yinghua Lin, Jiayun Yu, Jiwei |
author_facet | Xu, Xin Zhou, En Zheng, Jun Zhang, Chihao Zou, Yinghua Lin, Jiayun Yu, Jiwei |
author_sort | Xu, Xin |
collection | PubMed |
description | BACKGROUND: N6-methyladenosine (m6A) RNA modification plays a critical role in gastric cancer (GC). However, the relationship between the m6A “eraser”, FTO, and ALKBH5, and the prognosis of GC still remains unclear. This study aimed to evaluate the effect of FTO and ALKBH5 on the prognosis of patients and their potential roles in GC. MATERIALS AND METHODS: A total of 738 GC samples with clinical information obtained from two independent datasets were included and divided into training set and testing set. Differential expression analysis of the m6A “eraser” related genes was performed. The LASSO Cox regression model was constructed to analyze the m6A “eraser” related risk genes. The univariate and multivariate Cox regression model were employed to identify the independent prognostic factors. Kaplan-Meier method was used for survival analysis. A nomogram model was then carried out to predict the prognosis of GC patients. Additionally, GO and KEGG analyses were conducted to identify the potential role of the m6A “eraser” related genes in GC. The relative proportion of 22 different genotypes in immune infiltrating cells was calculated by CIBERSORT algorithm. RESULTS: In total, nine m6A “eraser” related risk genes and risk scores were obtained and calculated. Patients in high-risk group demonstrated significantly worse prognosis than those in low-risk group. Age, stage, and risk score were considered as independent prognostic factors. The nomogram model constructed accurately predicted the 3-year and 5-year overall survival (OS) of patients. Furthermore, m6A “eraser” might play a functional role in GC. The expression of m6A “eraser” leads to changes in tumor immune microenvironment. CONCLUSIONS: FTO and ALKBH5 showed association with the prognosis of GC. The m6A “eraser” related genes, which is considered as a reliable prognostic and predictive tool, assists in predicting the OS in GC patients. |
format | Online Article Text |
id | pubmed-7952866 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79528662021-03-13 Prognostic and Predictive Value of m6A “Eraser” Related Gene Signature in Gastric Cancer Xu, Xin Zhou, En Zheng, Jun Zhang, Chihao Zou, Yinghua Lin, Jiayun Yu, Jiwei Front Oncol Oncology BACKGROUND: N6-methyladenosine (m6A) RNA modification plays a critical role in gastric cancer (GC). However, the relationship between the m6A “eraser”, FTO, and ALKBH5, and the prognosis of GC still remains unclear. This study aimed to evaluate the effect of FTO and ALKBH5 on the prognosis of patients and their potential roles in GC. MATERIALS AND METHODS: A total of 738 GC samples with clinical information obtained from two independent datasets were included and divided into training set and testing set. Differential expression analysis of the m6A “eraser” related genes was performed. The LASSO Cox regression model was constructed to analyze the m6A “eraser” related risk genes. The univariate and multivariate Cox regression model were employed to identify the independent prognostic factors. Kaplan-Meier method was used for survival analysis. A nomogram model was then carried out to predict the prognosis of GC patients. Additionally, GO and KEGG analyses were conducted to identify the potential role of the m6A “eraser” related genes in GC. The relative proportion of 22 different genotypes in immune infiltrating cells was calculated by CIBERSORT algorithm. RESULTS: In total, nine m6A “eraser” related risk genes and risk scores were obtained and calculated. Patients in high-risk group demonstrated significantly worse prognosis than those in low-risk group. Age, stage, and risk score were considered as independent prognostic factors. The nomogram model constructed accurately predicted the 3-year and 5-year overall survival (OS) of patients. Furthermore, m6A “eraser” might play a functional role in GC. The expression of m6A “eraser” leads to changes in tumor immune microenvironment. CONCLUSIONS: FTO and ALKBH5 showed association with the prognosis of GC. The m6A “eraser” related genes, which is considered as a reliable prognostic and predictive tool, assists in predicting the OS in GC patients. Frontiers Media S.A. 2021-02-26 /pmc/articles/PMC7952866/ /pubmed/33718213 http://dx.doi.org/10.3389/fonc.2021.631803 Text en Copyright © 2021 Xu, Zhou, Zheng, Zhang, Zou, Lin and Yu http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Xu, Xin Zhou, En Zheng, Jun Zhang, Chihao Zou, Yinghua Lin, Jiayun Yu, Jiwei Prognostic and Predictive Value of m6A “Eraser” Related Gene Signature in Gastric Cancer |
title | Prognostic and Predictive Value of m6A “Eraser” Related Gene Signature in Gastric Cancer |
title_full | Prognostic and Predictive Value of m6A “Eraser” Related Gene Signature in Gastric Cancer |
title_fullStr | Prognostic and Predictive Value of m6A “Eraser” Related Gene Signature in Gastric Cancer |
title_full_unstemmed | Prognostic and Predictive Value of m6A “Eraser” Related Gene Signature in Gastric Cancer |
title_short | Prognostic and Predictive Value of m6A “Eraser” Related Gene Signature in Gastric Cancer |
title_sort | prognostic and predictive value of m6a “eraser” related gene signature in gastric cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952866/ https://www.ncbi.nlm.nih.gov/pubmed/33718213 http://dx.doi.org/10.3389/fonc.2021.631803 |
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