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肺腺癌中 m6A 调节因子的分子特征、生物学功能、肿瘤微环境关联和临床意义。

Molecular characterization, biological function, tumor microenvironment association and clinical significance of m6A regulators in lung adenocarcinoma.

机构信息

Department of Thoracic Surgery, Zhongshan Hospital, Fudan University.

出版信息

Brief Bioinform. 2021 Jul 20;22(4). doi: 10.1093/bib/bbaa225.

Abstract

N6-methyladenosine (m6A) modification can regulate a variety of biological processes. However, the implications of m6A modification in lung adenocarcinoma (LUAD) remain largely unknown. Here, we systematically evaluated the m6A modification features in more than 2400 LUAD samples by analyzing the multi-omics features of 23 m6A regulators. We depicted the genetic variation features of m6A regulators, and found mutations of FTO and YTHDF3 were linked to worse overall survival. Many m6A regulators were aberrantly expressed in tumors, among which FTO, IGF2BP3, YTHDF1 and RBM15 showed consistent alteration features across 11 independent cohorts. Besides, the regulator-pathway interaction network demonstrated that m6A modification was associated with various biological pathways, including immune-related pathways. The correlation between m6A regulators and tumor microenvironment was also assessed. We found that LRPPRC was negatively correlated with most tumor-infiltrating immune cells. On the other hand, we established a scoring tool named m6Sig, which was positively correlated with PD-L1 expression and could reflect both the tumor microenvironment characterization and prognosis of LUAD patients. Comparison of CNV between high and low m6Sig groups revealed differences on chromosome 7. Application of m6Sig on an anti-PD-L1 immunotherapy cohort confirmed that the high m6Sig group demonstrated therapeutic advantages and clinical benefits. Our study indicated that m6A modification is involved in many aspects of LUAD and contributes to tumor microenvironment formation. A better understanding of m6A modification will provide more insights into the molecular mechanisms of LUAD and facilitate developing more effective personalized treatment strategies. A web application was built along with this study (http://www.bioinfo-zs.com/luadexpress/).

摘要

N6-甲基腺苷(m6A)修饰可以调节多种生物过程。然而,m6A 修饰在肺腺癌(LUAD)中的意义在很大程度上尚不清楚。在这里,我们通过分析 23 个 m6A 调节剂的多组学特征,系统地评估了超过 2400 个 LUAD 样本中的 m6A 修饰特征。我们描述了 m6A 调节剂的遗传变异特征,发现 FTO 和 YTHDF3 的突变与整体生存较差有关。许多 m6A 调节剂在肿瘤中异常表达,其中 FTO、IGF2BP3、YTHDF1 和 RBM15 在 11 个独立队列中表现出一致的改变特征。此外,调节剂-通路相互作用网络表明,m6A 修饰与各种生物学途径有关,包括免疫相关途径。还评估了 m6A 调节剂与肿瘤微环境之间的相关性。我们发现 LRPPRC 与大多数肿瘤浸润免疫细胞呈负相关。另一方面,我们建立了一个名为 m6Sig 的评分工具,该工具与 PD-L1 表达呈正相关,可以反映 LUAD 患者的肿瘤微环境特征和预后。高 m6Sig 组和低 m6Sig 组之间的 CNV 比较显示染色体 7 上存在差异。在抗 PD-L1 免疫治疗队列中的 m6Sig 应用证实,高 m6Sig 组具有治疗优势和临床获益。我们的研究表明,m6A 修饰参与 LUAD 的许多方面,并有助于肿瘤微环境的形成。更好地理解 m6A 修饰将为 LUAD 的分子机制提供更多的见解,并有助于开发更有效的个性化治疗策略。我们还构建了一个网页应用程序(http://www.bioinfo-zs.com/luadexpress/)。

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