多组学和基于介质的遗传筛查方法确定STX4是表观遗传调控、免疫细胞和儿童哮喘之间的关键联系。

IF 4.8 2区 医学 Q1 GENETICS & HEREDITY
Yuan Zhang, Xiaochen Du, Yujuan Yang, Yaqiong Ren, Lijun Zhou, Jun Hua, Hongying Wang
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引用次数: 0

摘要

背景:儿童哮喘呈现出由遗传、表观遗传和免疫调节相互作用形成的多方面免疫驱动病理。尽管广泛的全基因组分析确定了多个易感位点,但哮喘发病的精确功能贡献者仍然难以捉摸。本研究采用全面的多组学框架和孟德尔随机化(MR)分析来系统地识别和验证与儿童哮喘有关的关键遗传决定因素。方法:对超过19,000个人类基因进行全基因组筛选,以确定与儿童哮喘相关的顺式eqtl调控基因。采用双样本MR来评估因果关系,然后采用基于摘要的孟德尔随机化(SMR)来验证独立数据集中的发现。共定位分析确定基因表达和哮喘GWAS信号是否有共同的因果变异。蛋白质数量性状位点(pQTL)分析进一步证实了蛋白质水平上的基因关联。DNA甲基化定量性状位点(mQTL) MR和中介分析探索表观遗传调控机制,连锁不平衡评分回归(LDSC)量化全基因组遗传相关性。免疫细胞中介分析检查了潜在的免疫驱动效应,全现象关联研究(PheWAS)评估了多效性和治疗安全性。结果:经过系统筛选,STX4成为儿童哮喘的有力候选基因。MR和SMR分析证实了其因果关系,而共定位分析提供了强有力的遗传证据,支持STX4对儿童哮喘易感性的调节作用。pQTL验证证实STX4的作用扩展到蛋白水平,增强了其生物学相关性。DNA甲基化分析揭示了调控STX4表达的关键CpG (cytocine -phosphate- guanine)位点,较高的甲基化水平可降低儿童哮喘风险。免疫细胞介导分析表明,STX4通过CD4+和CD8+ T细胞亚群影响儿童哮喘风险。LDSC分析强化了STX4与儿童哮喘之间的显著遗传相关性,而PheWAS未检测到主要的多效性,提示STX4是一种特异性且有前景的治疗靶点。结论:本研究通过整合大规模的遗传、表观遗传和免疫调控数据,系统地确定并验证了STX4是儿童哮喘的关键遗传调控因子。这些发现为STX4在儿童哮喘发病机制中的作用提供了强有力的证据,突出了STX4作为未来儿童哮喘精准治疗的潜在靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A multi-omics and mediation-based genetic screening approach identifies STX4 as a key link between epigenetic regulation, immune cells, and childhood asthma.

Background: Childhood asthma presents a multifaceted immune-driven pathology shaped by genetic, epigenetic, and immune regulatory interactions. Despite extensive genome-wide analyses pinpointing multiple susceptibility loci, the precise functional contributors to asthma pathogenesis remain elusive. This study employs a comprehensive multi-omics framework and Mendelian randomization (MR) analysis to systematically identify and validate key genetic determinants implicated in childhood asthma.

Methods: A genome-wide screening of over 19,000 human genes was performed to identify cis-eQTL-regulated genes associated with childhood asthma. Two-sample MR was conducted to assess causality, followed by Summary-based Mendelian Randomization (SMR) to validate findings in independent datasets. Colocalization analysis determined whether gene expression and asthma GWAS signals share a common causal variant. Protein quantitative trait loci (pQTL) analysis further validated gene associations at the protein level. DNA methylation quantitative trait loci (mQTL) MR and mediation analysis explored epigenetic regulatory mechanisms, while linkage disequilibrium score regression (LDSC) quantified genome-wide genetic correlations. Immune cell mediation analysis examined potential immune-driven effects, and Phenome-Wide Association Study (PheWAS) evaluated pleiotropy and therapeutic safety.

Results: Following systematic screening, STX4 emerged as a strong candidate gene for childhood asthma. MR and SMR analyses confirmed its causal role, while colocalization analysis provided robust genetic evidence supporting STX4's regulatory influence on childhood asthma susceptibility. pQTL validation confirmed that STX4's effects extend to the protein level, strengthening its biological relevance. DNA methylation analysis revealed key CpG (Cytosine-phosphate-Guanine) sites regulating STX4 expression, with higher methylation levels reducing childhood asthma risk. Immune cell mediation analysis demonstrated that STX4 influences childhood asthma risk via CD4+ and CD8+ T cell subsets. LDSC analysis reinforced a significant genetic correlation between STX4 and childhood asthma, while PheWAS detected no major pleiotropy, suggesting that STX4 is a specific and promising therapeutic target.

Conclusions: This study systematically identifies and validates STX4 as a key genetic regulator in childhood asthma by integrating large-scale genetic, epigenetic, and immune regulatory data. These findings provide strong evidence for STX4's role in childhood asthma pathogenesis, highlighting STX4 as a potential target for future precision therapies in childhood asthma.

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来源期刊
自引率
5.30%
发文量
150
期刊介绍: Clinical Epigenetics, the official journal of the Clinical Epigenetics Society, is an open access, peer-reviewed journal that encompasses all aspects of epigenetic principles and mechanisms in relation to human disease, diagnosis and therapy. Clinical trials and research in disease model organisms are particularly welcome.
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