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跨组织全转录组关联研究揭示了新的银屑病易感基因。

Cross-tissue transcriptome-wide association study reveals novel psoriasis susceptibility genes.

作者信息

Yan Fei, Tao Jing, Liu Jie, Chen Yongliang, Huang Zongju

机构信息

Jiangbei District Hospital of Traditional Chinese Medicine, Chongqing, China.

Chongqing Zhongxian Hospital of Traditional Chinese Medicine, Chongqing, China.

出版信息

J Transl Autoimmun. 2025 Mar 20;10:100286. doi: 10.1016/j.jtauto.2025.100286. eCollection 2025 Jun.

Abstract

BACKGROUND

Psoriasis is a chronic, immune-mediated inflammatory skin disorder with a strong genetic component. Although numerous GWAS have identified risk loci, many associated variants lie in non-coding regions, complicating functional interpretation.

OBJECTIVE

This study aimed to identify novel psoriasis susceptibility genes by integrating large-scale GWAS and eQTL data using a cross-tissue TWAS approach.

METHODS

We integrated psoriasis GWAS summary statistics from the FinnGen database with GTEx V8 eQTL data. A cross-tissue TWAS was performed using UTMOST, followed by validation with single-tissue TWAS via FUSION. Conditional and joint analyses were conducted to delineate independent genetic signals, and gene-based analysis was performed using MAGMA. Causal relationships were evaluated using Mendelian randomization (MR) and Bayesian colocalization analyses. Key SNPs were functionally characterized using CADD, GERP++, and RegulomeDB for pathogenicity prediction and regulatory potential assessment. Finally, functional network analysis was conducted using GeneMANIA.

RESULTS

The cross-tissue TWAS identified 259 genes significantly associated with psoriasis (p < 0.05), with 12 remaining significant after FDR correction. Single-tissue TWAS validation revealed 655 significant genes, with an overlap of three protein-coding candidates: POLI, NFKB1, and ZFYVE28. Cross-validation with MAGMA refined the candidate set to NFKB1 and ZFYVE28. MR and colocalization analyses supported a causal relationship for NFKB1 in Skeletal Muscle, Transverse Colon, and Cultured Fibroblasts, and for ZFYVE28 in Subcutaneous Adipose Tissue and Esophageal Mucosa tissues. Functional annotation identified key SNPs including rs4235405, rs3774960, and rs1598856 for NFKB1, and rs1203786 for ZFYVE28, with varying degrees of pathogenicity and regulatory potential. GeneMANIA network analysis further implicated NFKB1 in NF-κB signaling and ZFYVE28 in vesicle-mediated transport.

CONCLUSION

Our integrative multi-omics approach identifies NFKB1 and ZFYVE28 as novel psoriasis susceptibility genes, providing potential biomarkers and therapeutic targets for this complex disease.

摘要

背景

银屑病是一种具有强烈遗传成分的慢性免疫介导性炎症性皮肤病。尽管众多全基因组关联研究(GWAS)已确定了风险位点,但许多相关变异位于非编码区域,这使得功能解释变得复杂。

目的

本研究旨在通过使用跨组织全转录组关联研究(TWAS)方法整合大规模GWAS和表达定量性状位点(eQTL)数据来鉴定新的银屑病易感基因。

方法

我们将来自芬兰基因数据库的银屑病GWAS汇总统计数据与基因型组织表达(GTEx)V8 eQTL数据进行整合。使用UTMOST进行跨组织TWAS,随后通过FUSION进行单组织TWAS验证。进行条件分析和联合分析以确定独立的遗传信号,并使用基因集分析工具(MAGMA)进行基于基因的分析。使用孟德尔随机化(MR)和贝叶斯共定位分析评估因果关系。使用综合注释依赖损耗(CADD)、基因组进化率(GERP++)和调控组数据库(RegulomeDB)对关键单核苷酸多态性(SNP)进行功能表征,以预测致病性和评估调控潜力。最后,使用基因共表达网络分析工具(GeneMANIA)进行功能网络分析。

结果

跨组织TWAS鉴定出259个与银屑病显著相关的基因(p < 0.05),经错误发现率(FDR)校正后有12个基因仍具有显著性。单组织TWAS验证揭示了655个显著基因,其中有三个蛋白质编码候选基因重叠:多聚核苷酸激酶假基因1(POLI)、核因子κB亚基1(NFKB1)和含锌指FYVE结构域蛋白28(ZFYVE28)。使用MAGMA进行交叉验证将候选基因集细化为NFKB1和ZFYVE28。MR和共定位分析支持NFKB1在骨骼肌、横结肠和培养的成纤维细胞中以及ZFYVE28在皮下脂肪组织和食管黏膜组织中的因果关系。功能注释确定了NFKB1的关键SNP,包括rs4235405、rs3774960和rs1598856,以及ZFYVE28的rs1203786,它们具有不同程度的致病性和调控潜力。GeneMANIA网络分析进一步表明NFKB1参与核因子κB(NF-κB)信号通路,ZFYVE28参与囊泡介导的转运。

结论

我们的综合多组学方法将NFKB1和ZFYVE28鉴定为新的银屑病易感基因,为这种复杂疾病提供了潜在的生物标志物和治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8908/11979975/33e353e6e4b1/gr1.jpg

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