Comprehensive Analysis of N6-Methyladenosine (m6A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas.

IF 2.7 4区 医学 Q2 Medicine Canadian Journal of Gastroenterology and Hepatology Pub Date : 2022-11-21 eCollection Date: 2022-01-01 DOI:10.1155/2022/3506518
Duanrui Liu, Mingjie Yuan, Zongming Wang, Liping Sun, Yusong Fang, Xiaoli Ma, Lulu Zhang, Yuanxin Xing, Jingyu Zhu, Yunyun Liu, Wenshuai Zhu, Shuqin Bao, Yanfei Jia, Yunshan Wang
{"title":"Comprehensive Analysis of N6-Methyladenosine (m<sup>6</sup>A) RNA Methylation Regulators and Tumour Microenvironment Cell Infiltration Involving Prognosis and Immunotherapy in Gastroesophageal Adenocarcinomas.","authors":"Duanrui Liu, Mingjie Yuan, Zongming Wang, Liping Sun, Yusong Fang, Xiaoli Ma, Lulu Zhang, Yuanxin Xing, Jingyu Zhu, Yunyun Liu, Wenshuai Zhu, Shuqin Bao, Yanfei Jia, Yunshan Wang","doi":"10.1155/2022/3506518","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Gastroesophageal adenocarcinoma (GEA) is a high deadly and heterogeneous cancer. RNA N6-methyladenosine (m<sup>6</sup>A) modification plays a non-negligible role in shaping individual tumour microenvironment (TME) characterizations. However, the landscape and relationship of m<sup>6</sup>A modification patterns and TME cell infiltration features remain unknown in GEA.</p><p><strong>Methods: </strong>In this study, we examined the TME of GEA using assessments of the RNA-sequencing data focusing on the distinct m<sup>6</sup>A modification patterns from the public databases. Intrinsic patterns of m<sup>6</sup>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<sup>6</sup>A regulators and module genes was validated by qRT-PCR analysis.</p><p><strong>Results: </strong>We identified two distinct m<sup>6</sup>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<sup>6</sup>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<sup>6</sup>A regulator expression, and risk score.</p><p><strong>Conclusion: </strong>Our work identified m<sup>6</sup>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.</p>","PeriodicalId":48755,"journal":{"name":"Canadian Journal of Gastroenterology and Hepatology","volume":null,"pages":null},"PeriodicalIF":2.7000,"publicationDate":"2022-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9705116/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Canadian Journal of Gastroenterology and Hepatology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1155/2022/3506518","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2022/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

Abstract

Objective: Gastroesophageal adenocarcinoma (GEA) is a high deadly and heterogeneous cancer. RNA N6-methyladenosine (m6A) modification plays a non-negligible role in shaping individual tumour microenvironment (TME) characterizations. However, the landscape and relationship of m6A 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 m6A modification patterns from the public databases. Intrinsic patterns of m6A modification were evaluated for associations with clinicopathological characteristics, underlying biological pathways, tumour immune cell infiltration, oncological outcomes, and treatment responses. The expression of key m6A regulators and module genes was validated by qRT-PCR analysis.

Results: We identified two distinct m6A 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 m6A regulator-associated signatures that represented an independent prognosis factor for GEA. Interestingly, COL5A2 expression was linked to the response to anti-PD-1 immunotherapy, m6A regulator expression, and risk score.

Conclusion: Our work identified m6A 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.

Abstract Image

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
全面分析N6-甲基腺苷(m6A)RNA甲基化调控因子和肿瘤微环境细胞浸润对胃食管腺癌预后和免疫治疗的影响
研究目的胃食管腺癌(GEA)是一种高致死率的异质性癌症。RNA N6-甲基腺苷(m6A)修饰在塑造个体肿瘤微环境(TME)特征方面发挥着不可忽视的作用。然而,在 GEA 中,m6A 修饰模式和 TME 细胞浸润特征的分布和关系仍然未知:在这项研究中,我们通过评估RNA测序数据,重点研究了公共数据库中不同的m6A修饰模式,从而研究了GEA的TME。我们评估了m6A修饰的内在模式与临床病理特征、潜在生物通路、肿瘤免疫细胞浸润、肿瘤学结果和治疗反应之间的关联。通过 qRT-PCR 分析验证了关键 m6A 调节因子和模块基因的表达:结果:我们发现了两种不同的GEA m6A修饰模式(1/2亚群),并将两个亚群与TME细胞浸润特征相关联。簇2亚组与较差的预后、下调的PD-1表达、较高的风险评分和独特的免疫细胞浸润相关。此外,通过整合 PPI 和 WGCNA 网络分析,确定了与 GEA 免疫浸润密切相关的关键模块基因,从而找到免疫治疗标记物。棕色模块中的COL4A1和COL5A2与GEA患者的预后、PD-1/L1和CTLA-4表达显著相关。最后,利用m6A调节因子相关特征构建了一个预后风险评分,该评分代表了GEA的一个独立预后因素。有趣的是,COL5A2的表达与抗PD-1免疫疗法的反应、m6A调节因子的表达和风险评分有关:我们的研究发现,m6A RNA甲基化调节因子是GEA恶性进展过程中的一类重要参与者,与TME的复杂性有关。COL5A2可能是预测抗PD-1免疫疗法反应和患者预后的潜在生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
4.80
自引率
0.00%
发文量
0
审稿时长
37 weeks
期刊介绍: Canadian Journal of Gastroenterology and Hepatology is a peer-reviewed, open access journal that publishes original research articles, review articles, and clinical studies in all areas of gastroenterology and liver disease - medicine and surgery. The Canadian Journal of Gastroenterology and Hepatology is sponsored by the Canadian Association of Gastroenterology and the Canadian Association for the Study of the Liver.
期刊最新文献
Feasibility and Acceptability of Antenatal Hepatitis C Screening: A Pilot Study. Primary Care Support Tools for Digestive Health Care: A Mixed Method Study. Long-Term Treatment with Bulevirtide in Patients with Chronic Hepatitis D and Advanced Chronic Liver Disease. Wulingsan Alleviates MAFLD by Activating Autophagy via Regulating the AMPK/mTOR/ULK1 Signaling Pathway. Lobe-Based Hepatic Uptake Index of Gd-EOB-DTPA on Contrast-Enhanced MRI to Quantitatively Discriminate between Compensated and Decompensated Hepatitis B-Related Cirrhosis.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1