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通过生物信息学分析探索系统性红斑狼疮中 N6-甲基腺苷免疫的潜在综合模型。

Exploration of Potential Integrated Models of N6-Methyladenosine Immunity in Systemic Lupus Erythematosus by Bioinformatic Analyses.

机构信息

Department of Dermatology, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China.

Department of Pathophysiology, College of High Altitude Military Medicine, Army Medical University (Third Military Medical University), Chongqing, China.

出版信息

Front Immunol. 2022 Feb 7;12:752736. doi: 10.3389/fimmu.2021.752736. eCollection 2021.

DOI:10.3389/fimmu.2021.752736
PMID:35197962
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8859446/
Abstract

Systemic lupus erythematosus (SLE) is a prototypical systemic autoimmune disease of unknown etiology. The epigenetic regulation of N6-methyladenosine (m6A) modification in immunity is emerging. However, few studies have focused on SLE and m6A immune regulation. In this study, we aimed to explore a potential integrated model of m6A immunity in SLE. The models were constructed based on RNA-seq data of SLE. A consensus clustering algorithm was applied to reveal the m6A-immune signature using principal component analysis (PCA). Univariate and multivariate Cox regression analyses and Kaplan-Meier analysis were used to evaluate diagnostic differences between groups. The effects of m6A immune-related characteristics were investigated, including risk evaluation of m6A immune phenotype-related characteristics, immune cell infiltration profiles, diagnostic value, and enrichment pathways. CIBERSORT, ESTIMATE, and single-sample gene set enrichment analysis (ssGSEA) were used to evaluate the relative immune cell infiltrations (ICIs) of the samples. Conventional bioinformatics methods were used to identify key m6A regulators, pathways, gene modules, and the coexpression network of SLE. In summary, our study revealed that IGFBP3 (as a key m6A regulator) and two pivotal immune genes (CD14 and IDO1) may aid in the diagnosis and treatment of SLE. The potential integrated models of m6A immunity that we developed could guide clinical management and may contribute to the development of personalized immunotherapy strategies.

摘要

系统性红斑狼疮(SLE)是一种病因不明的典型系统性自身免疫性疾病。N6-甲基腺苷(m6A)修饰的表观遗传调控在免疫中逐渐显现。然而,针对 SLE 和 m6A 免疫调控的研究甚少。本研究旨在探索 SLE 中 m6A 免疫的潜在综合模型。该模型基于 SLE 的 RNA-seq 数据构建。采用主成分分析(PCA)的共识聚类算法揭示 m6A-免疫特征。单变量和多变量 Cox 回归分析及 Kaplan-Meier 分析用于评估组间的诊断差异。研究 m6A 免疫相关特征的影响,包括 m6A 免疫表型相关特征、免疫细胞浸润图谱、诊断价值和富集途径的风险评估。CIBERSORT、ESTIMATE 和单样本基因集富集分析(ssGSEA)用于评估样本的相对免疫细胞浸润(ICIs)。采用常规生物信息学方法识别 SLE 的关键 m6A 调节剂、途径、基因模块和共表达网络。总之,本研究揭示了 IGFBP3(作为关键 m6A 调节剂)和两个关键免疫基因(CD14 和 IDO1)可能有助于 SLE 的诊断和治疗。我们建立的 m6A 免疫的潜在综合模型可以指导临床管理,并可能有助于开发个性化免疫治疗策略。

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