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一种基于多组学和中介分析的基因筛查方法将STX4确定为表观遗传调控、免疫细胞与儿童哮喘之间的关键联系。

A multi-omics and mediation-based genetic screening approach identifies STX4 as a key link between epigenetic regulation, immune cells, and childhood asthma.

作者信息

Zhang Yuan, Du Xiaochen, Yang Yujuan, Ren Yaqiong, Zhou Lijun, Hua Jun, Wang Hongying

机构信息

Laboratory of Pediatric Research, Children's Hospital of Wujiang District, Suzhou, 215234, Jiangsu, China.

Department of Clinical Laboratory, Children's Hospital of Wujiang District, Suzhou, 215234, Jiangsu, China.

出版信息

Clin Epigenetics. 2025 Jun 13;17(1):101. doi: 10.1186/s13148-025-01908-x.

Abstract

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.

摘要

背景

儿童哮喘呈现出一种由遗传、表观遗传和免疫调节相互作用塑造的多方面免疫驱动的病理状态。尽管进行了广泛的全基因组分析,确定了多个易感基因座,但哮喘发病机制的确切功能贡献因素仍然难以捉摸。本研究采用综合多组学框架和孟德尔随机化(MR)分析,系统地识别和验证与儿童哮喘相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,以识别与儿童哮喘相关的顺式eQTL调控基因。进行两样本MR以评估因果关系,随后进行基于汇总的孟德尔随机化(SMR)以在独立数据集中验证结果。共定位分析确定基因表达和哮喘全基因组关联研究(GWAS)信号是否共享一个共同的因果变异。蛋白质定量性状位点(pQTL)分析在蛋白质水平上进一步验证基因关联。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,而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潜在的免疫驱动效应,全表型关联研究(PheWAS)评估多效性和治疗安全性。

结果

经过系统筛选,STX4成为儿童哮喘的一个强有力的候选基因。MR和SMR分析证实了其因果作用,而共定位分析提供了有力的遗传证据,支持STX4对儿童哮喘易感性的调节影响。pQTL验证证实STX4的作用扩展到蛋白质水平,增强了其生物学相关性。DNA甲基化分析揭示了调节STX4表达的关键CpG(胞嘧啶-磷酸-鸟嘌呤)位点,较高的甲基化水平降低了儿童哮喘风险。免疫细胞中介分析表明,STX4通过CD4 +和CD8 + T细胞亚群影响儿童哮喘风险。LDSC分析加强了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,表明STX4是一个特定且有前景的治疗靶点。

结论

本研究通过整合大规模遗传、表观遗传和免疫调节数据,系统地识别和验证STX4作为儿童哮喘的关键遗传调节因子。这些发现为STX4在儿童哮喘发病机制中的作用提供了有力证据,突出了STX4作为儿童哮喘未来精准治疗潜在靶点的地位。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c63c/12164099/18717580e318/13148_2025_1908_Fig1_HTML.jpg

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