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Comprehensive Analysis of N6-Methyladenosine (m(6)A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas

OBJECTIVE: Gastroesophageal adenocarcinoma (GEA) is a high deadly and heterogeneous cancer. RNA N6-methyladenosine (m(6)A) modification plays a non-negligible role in shaping individual tumour microenvironment (TME) characterizations. However, the landscape and relationship of m(6)A modification pat...

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Autores principales: Liu, Duanrui, Yuan, Mingjie, Wang, Zongming, Sun, Liping, Fang, Yusong, Ma, Xiaoli, Zhang, Lulu, Xing, Yuanxin, Zhu, Jingyu, Liu, Yunyun, Zhu, Wenshuai, Bao, Shuqin, Jia, Yanfei, Wang, Yunshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9705116/
https://www.ncbi.nlm.nih.gov/pubmed/36452120
http://dx.doi.org/10.1155/2022/3506518
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author Liu, Duanrui
Yuan, Mingjie
Wang, Zongming
Sun, Liping
Fang, Yusong
Ma, Xiaoli
Zhang, Lulu
Xing, Yuanxin
Zhu, Jingyu
Liu, Yunyun
Zhu, Wenshuai
Bao, Shuqin
Jia, Yanfei
Wang, Yunshan
author_facet Liu, Duanrui
Yuan, Mingjie
Wang, Zongming
Sun, Liping
Fang, Yusong
Ma, Xiaoli
Zhang, Lulu
Xing, Yuanxin
Zhu, Jingyu
Liu, Yunyun
Zhu, Wenshuai
Bao, Shuqin
Jia, Yanfei
Wang, Yunshan
author_sort Liu, Duanrui
collection PubMed
description OBJECTIVE: Gastroesophageal adenocarcinoma (GEA) is a high deadly and heterogeneous cancer. RNA N6-methyladenosine (m(6)A) modification plays a non-negligible role in shaping individual tumour microenvironment (TME) characterizations. However, the landscape and relationship of m(6)A modification patterns and TME cell infiltration features remain unknown in GEA. METHODS: In this study, we examined the TME of GEA using assessments of the RNA-sequencing data focusing on the distinct m(6)A modification patterns from the public databases. Intrinsic patterns of m(6)A modification were evaluated for associations with clinicopathological characteristics, underlying biological pathways, tumour immune cell infiltration, oncological outcomes, and treatment responses. The expression of key m(6)A regulators and module genes was validated by qRT-PCR analysis. RESULTS: We identified two distinct m(6)A modification patterns of GEA (cluster 1/2 subgroup), and correlated two subgroups with TME cell-infiltrating characteristics. Cluster 2 subgroup correlates with a poorer prognosis, downregulated PD-1 expression, higher risk scores, and distinct immune cell infiltration. In addition, PPI and WGCNA network analysis were integrated to identify key module genes closely related to immune infiltration of GEA to find immunotherapy markers. COL4A1 and COL5A2 in the brown module were significantly correlated to the prognosis, PD-1/L1 and CTLA-4 expression of GEA patients. Finally, a prognostic risk score was constructed using m(6)A regulator-associated signatures that represented an independent prognosis factor for GEA. Interestingly, COL5A2 expression was linked to the response to anti-PD-1 immunotherapy, m(6)A regulator expression, and risk score. CONCLUSION: Our work identified m(6)A RNA methylation regulators as an important class of players in the malignant progression of GEA and were associated with the complexity of the TME. COL5A2 may be the potential biomarker which contributes to predicting the response to anti-PD-1 immunotherapy and patients' prognosis.
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spelling pubmed-97051162022-11-29 Comprehensive Analysis of N6-Methyladenosine (m(6)A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas Liu, Duanrui Yuan, Mingjie Wang, Zongming Sun, Liping Fang, Yusong Ma, Xiaoli Zhang, Lulu Xing, Yuanxin Zhu, Jingyu Liu, Yunyun Zhu, Wenshuai Bao, Shuqin Jia, Yanfei Wang, Yunshan Can J Gastroenterol Hepatol Research Article OBJECTIVE: Gastroesophageal adenocarcinoma (GEA) is a high deadly and heterogeneous cancer. RNA N6-methyladenosine (m(6)A) modification plays a non-negligible role in shaping individual tumour microenvironment (TME) characterizations. However, the landscape and relationship of m(6)A modification patterns and TME cell infiltration features remain unknown in GEA. METHODS: In this study, we examined the TME of GEA using assessments of the RNA-sequencing data focusing on the distinct m(6)A modification patterns from the public databases. Intrinsic patterns of m(6)A modification were evaluated for associations with clinicopathological characteristics, underlying biological pathways, tumour immune cell infiltration, oncological outcomes, and treatment responses. The expression of key m(6)A regulators and module genes was validated by qRT-PCR analysis. RESULTS: We identified two distinct m(6)A modification patterns of GEA (cluster 1/2 subgroup), and correlated two subgroups with TME cell-infiltrating characteristics. Cluster 2 subgroup correlates with a poorer prognosis, downregulated PD-1 expression, higher risk scores, and distinct immune cell infiltration. In addition, PPI and WGCNA network analysis were integrated to identify key module genes closely related to immune infiltration of GEA to find immunotherapy markers. COL4A1 and COL5A2 in the brown module were significantly correlated to the prognosis, PD-1/L1 and CTLA-4 expression of GEA patients. Finally, a prognostic risk score was constructed using m(6)A regulator-associated signatures that represented an independent prognosis factor for GEA. Interestingly, COL5A2 expression was linked to the response to anti-PD-1 immunotherapy, m(6)A regulator expression, and risk score. CONCLUSION: Our work identified m(6)A RNA methylation regulators as an important class of players in the malignant progression of GEA and were associated with the complexity of the TME. COL5A2 may be the potential biomarker which contributes to predicting the response to anti-PD-1 immunotherapy and patients' prognosis. Hindawi 2022-11-21 /pmc/articles/PMC9705116/ /pubmed/36452120 http://dx.doi.org/10.1155/2022/3506518 Text en Copyright © 2022 Duanrui Liu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Liu, Duanrui
Yuan, Mingjie
Wang, Zongming
Sun, Liping
Fang, Yusong
Ma, Xiaoli
Zhang, Lulu
Xing, Yuanxin
Zhu, Jingyu
Liu, Yunyun
Zhu, Wenshuai
Bao, Shuqin
Jia, Yanfei
Wang, Yunshan
Comprehensive Analysis of N6-Methyladenosine (m(6)A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas
title Comprehensive Analysis of N6-Methyladenosine (m(6)A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas
title_full Comprehensive Analysis of N6-Methyladenosine (m(6)A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas
title_fullStr Comprehensive Analysis of N6-Methyladenosine (m(6)A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas
title_full_unstemmed Comprehensive Analysis of N6-Methyladenosine (m(6)A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas
title_short Comprehensive Analysis of N6-Methyladenosine (m(6)A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas
title_sort comprehensive analysis of n6-methyladenosine (m(6)a) rna methylation regulators and tumour microenvironment cell infiltration involving prognosis and immunotherapy in gastroesophageal adenocarcinomas
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9705116/
https://www.ncbi.nlm.nih.gov/pubmed/36452120
http://dx.doi.org/10.1155/2022/3506518
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