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m6A 调控因子的综合分析及其与结直肠腺癌肿瘤微环境、免疫治疗策略的关系。

Comprehensive analysis of m6A regulators and relationship with tumor microenvironment, immunotherapy strategies in colorectal adenocarcinoma.

机构信息

Department of Clinical Laboratory, Shandong Province, Qilu Hospital of Shandong University, Jinan, 250012, People's Republic of China.

Department of Clinical Laboratory, Shandong Province, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250014, People's Republic of China.

出版信息

BMC Genom Data. 2023 Aug 11;24(1):44. doi: 10.1186/s12863-023-01149-y.

Abstract

BACKGROUND

The N6-methyladenosine (m6A) RNA modification is the most prevalent and abundant type found in eukaryotic cells. It plays a crucial role in the initiation and progression of cancers. In this study, we aimed to comprehensively investigate the landscape of m6A regulators and their association with tumor microenvironment (TME), immunotherapeutic strategies in colon adenocarcinoma (COAD).

RESULTS

The differential expression, mutation, CNV frequency and prognostic value of 27 m6A regulators were systematically analyzed in COAD. Patients were classified into two clusters based on m6A regulators through consistent clustering analysis, with cluster A showing significant survival benefits. Most of the m6A regulators were negatively correlated with immune cells, except for WTAP, IGF2BP3, FTO, ALKBH5, which showed a positive correlation. We developed an m6A scoring system to calculate the m6Ascore for each patient. Patients with a high-m6Ascore had a better outcome, with the AUC of 0.775. An independent cohort of 416 COAD patients acquired from GSE38832 database was used to validate the prognosis prediction ability of m6Ascore. Moreover, the m6Ascore was negatively correlated with infiltration of anti-tumor immune cells. Additionally, patients with a high-m6Ascore responded better to anti-PD1 and anti-CTLA4 therapies, and those with MSI-H had a higher m6Ascore. Finally, we investigated the value of m6Ascore in predicting the response of patients to 15 commonly used drugs.

CONCLUSIONS

We comprehensively analyzed m6A regulators in COAD, including RNA expression, CNV changes, mutations and their correlation with TME. Our results showed that the m6A scoring system had significant predictive power for the prognosis of COAD patients, potentially leading to new personalized immunotherapy strategies.

摘要

背景

N6-甲基腺苷(m6A)RNA 修饰是真核细胞中最普遍和丰富的类型。它在癌症的发生和发展中起着至关重要的作用。在这项研究中,我们旨在全面研究 m6A 调节剂的景观及其与肿瘤微环境(TME)的关联,以及在结肠腺癌(COAD)中的免疫治疗策略。

结果

系统分析了 COAD 中 27 个 m6A 调节剂的差异表达、突变、CNV 频率和预后价值。通过一致聚类分析,根据 m6A 调节剂将患者分为两个亚群,亚群 A 显示出显著的生存获益。大多数 m6A 调节剂与免疫细胞呈负相关,除了 WTAP、IGF2BP3、FTO、ALKBH5,它们呈正相关。我们开发了一个 m6A 评分系统来计算每个患者的 m6A 评分。m6A 评分高的患者预后更好,AUC 为 0.775。从 GSE38832 数据库中获得的 416 例 COAD 患者的独立队列用于验证 m6A 评分的预后预测能力。此外,m6A 评分与抗肿瘤免疫细胞的浸润呈负相关。此外,m6A 评分高的患者对抗 PD1 和抗 CTLA4 治疗的反应更好,MSI-H 的患者 m6A 评分更高。最后,我们研究了 m6A 评分在预测患者对 15 种常用药物反应中的价值。

结论

我们全面分析了 COAD 中的 m6A 调节剂,包括 RNA 表达、CNV 变化、突变及其与 TME 的相关性。我们的结果表明,m6A 评分系统对 COAD 患者的预后具有显著的预测能力,可能为新的个性化免疫治疗策略提供依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6fdc/10422724/9bca8bd7d1ef/12863_2023_1149_Fig1_HTML.jpg

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