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IgA 肾病中具有免疫失调特征的 m6A RNA 甲基化调控因子的分子特征。

Molecular characterization of m6A RNA methylation regulators with features of immune dysregulation in IgA nephropathy.

机构信息

Department of Nephrology, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, 200003, China.

Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China.

出版信息

Clin Exp Med. 2024 May 2;24(1):92. doi: 10.1007/s10238-024-01346-8.

Abstract

The role of RNA N6-methyladenosine (m6A) modification in immunity is being elucidated. This study aimed to explore the potential association between m6A regulators and the immune microenvironment in IgA nephropathy (IgAN). The expression profiles of 24 m6A regulators in 107 IgAN patients were obtained from the Gene Expression Omnibus (GEO) database. The least absolute shrinkage and selection operator (LASSO) regression and logistic regression analysis were utilized to construct a model for distinguishing IgAN from control samples. Based on the expression levels of m6A regulators, unsupervised clustering was used to identify m6A-induced molecular clusters in IgAN. Gene set enrichment analysis (GSEA) and immunocyte infiltration among different clusters were examined. The gene modules with the highest correlation for each of the three clusters were identified by weighted gene co-expression network analysis (WGCNA). A model containing 10 m6A regulators was developed using LASSO and logistic regression analyses. Three molecular clusters were determined using consensus clustering of 24 m6A regulators. A decrease in the expression level of YTHDF2 in IgAN samples was significantly negatively correlated with an increase in resting natural killer (NK) cell infiltration and was positively correlated with the abundance of M2 macrophage infiltration. The risk scores calculated by the nomogram were significantly higher for cluster-3, and the expression levels of m6A regulators in this cluster were generally low. Immunocyte infiltration and pathway enrichment results for cluster-3 differed significantly from those for the other two clusters. Finally, the expression of YTHDF2 was significantly decreased in IgAN based on immunohistochemical staining. This study demonstrated that m6A methylation regulators play a significant role in the regulation of the immune microenvironment in IgAN. Based on m6A regulator expression patterns, IgAN can be classified into multiple subtypes, which might provide additional insights into novel therapeutic methods for IgAN.

摘要

RNA N6-甲基腺苷(m6A)修饰在免疫中的作用正在被阐明。本研究旨在探讨 m6A 调节剂与 IgA 肾病(IgAN)免疫微环境之间的潜在关联。从基因表达综合数据库(GEO)中获得了 107 例 IgAN 患者的 24 个 m6A 调节剂的表达谱。利用最小绝对收缩和选择算子(LASSO)回归和逻辑回归分析构建了区分 IgAN 与对照样本的模型。基于 m6A 调节剂的表达水平,采用无监督聚类方法识别 IgAN 中的 m6A 诱导分子簇。检查不同簇之间的基因集富集分析(GSEA)和免疫细胞浸润。通过加权基因共表达网络分析(WGCNA)鉴定每个三个聚类中相关性最高的基因模块。使用 LASSO 和逻辑回归分析开发了包含 10 个 m6A 调节剂的模型。通过 24 个 m6A 调节剂的共识聚类确定了三个分子簇。IgAN 样本中 YTHDF2 的表达水平降低与静息自然杀伤(NK)细胞浸润的增加呈显著负相关,与 M2 巨噬细胞浸润的丰度呈显著正相关。基于列线图计算的风险评分在簇 3 中显著升高,并且该簇中的 m6A 调节剂的表达水平通常较低。簇 3 的免疫细胞浸润和途径富集结果与其他两个簇有显著差异。最后,基于免疫组织化学染色,IgAN 中 YTHDF2 的表达明显降低。本研究表明,m6A 甲基化调节剂在 IgAN 免疫微环境的调控中起着重要作用。根据 m6A 调节剂的表达模式,IgAN 可分为多个亚型,这可能为 IgAN 的新治疗方法提供更多的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b42d/11062981/c12219f4a5cd/10238_2024_1346_Fig1_HTML.jpg

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