Transcriptome-wide analyses delineate the genetic architecture of expression variation in atopic dermatitis.

IF 3.3 Q2 GENETICS & HEREDITY
HGG Advances Pub Date : 2025-04-10 Epub Date: 2025-02-26 DOI:10.1016/j.xhgg.2025.100422
Charalabos Antonatos, Dimitra Mitsoudi, Alexandros Pontikas, Adam Akritidis, Panagiotis Xiropotamos, Georgios K Georgakilas, Sophia Georgiou, Aikaterini Tsiogka, Stamatis Gregoriou, Katerina Grafanaki, Yiannis Vasilopoulos
{"title":"Transcriptome-wide analyses delineate the genetic architecture of expression variation in atopic dermatitis.","authors":"Charalabos Antonatos, Dimitra Mitsoudi, Alexandros Pontikas, Adam Akritidis, Panagiotis Xiropotamos, Georgios K Georgakilas, Sophia Georgiou, Aikaterini Tsiogka, Stamatis Gregoriou, Katerina Grafanaki, Yiannis Vasilopoulos","doi":"10.1016/j.xhgg.2025.100422","DOIUrl":null,"url":null,"abstract":"<p><p>Genome-wide association studies (GWASs) for atopic dermatitis (AD) have uncovered 81 risk loci in European participants; however, translating these findings into functional and therapeutic insights remains challenging. We conducted a transcriptome-wide association study (TWAS) in AD leveraging cis-eQTL data from sun exposed (n = 517), non-sun exposed skin (n = 602) and whole blood (n = 670) tissues and the latest GWAS of AD in Europeans (n = 864982). We implemented the OTTERS pipeline that combines polygenic risk score (PRS) techniques accommodating diverse assumptions in the architecture of gene regulation. We also used differential expression meta-analysis and co-expression networks (n = 186) to characterize the transcriptomic landscape of AD. We identified 176 gene-tissue associations covering 126 unique genes (53 previously unreported). Most TWAS risk genes were identified by adaptive PRS frameworks, with non-significant differences compared with clumping and thresholding approaches. TWAS risk genes were enriched in allergic reactions (e.g., AQP7, AFF4), skin barrier integrity (e.g., ACER3), and inflammatory pathways (e.g., TAPBPL). By integrating co-expression networks of lesional AD skin, we identified 16 hub genes previously identified as TWAS risk genes (six previously unreported) that orchestrate inflammatory responses (e.g., HSPA4) and keratinization (e.g., LCE3E, LCE3D), serving as potential drug targets through drug-gene interactions. Consistent associations between all analyses were reported for FOSL1 and RORC. Collectively, our findings provide additional risk genes for AD with potential implications in therapeutic approaches.</p>","PeriodicalId":34530,"journal":{"name":"HGG Advances","volume":" ","pages":"100422"},"PeriodicalIF":3.3000,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11937661/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"HGG Advances","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.xhgg.2025.100422","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/2/26 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0

Abstract

Genome-wide association studies (GWASs) for atopic dermatitis (AD) have uncovered 81 risk loci in European participants; however, translating these findings into functional and therapeutic insights remains challenging. We conducted a transcriptome-wide association study (TWAS) in AD leveraging cis-eQTL data from sun exposed (n = 517), non-sun exposed skin (n = 602) and whole blood (n = 670) tissues and the latest GWAS of AD in Europeans (n = 864982). We implemented the OTTERS pipeline that combines polygenic risk score (PRS) techniques accommodating diverse assumptions in the architecture of gene regulation. We also used differential expression meta-analysis and co-expression networks (n = 186) to characterize the transcriptomic landscape of AD. We identified 176 gene-tissue associations covering 126 unique genes (53 previously unreported). Most TWAS risk genes were identified by adaptive PRS frameworks, with non-significant differences compared with clumping and thresholding approaches. TWAS risk genes were enriched in allergic reactions (e.g., AQP7, AFF4), skin barrier integrity (e.g., ACER3), and inflammatory pathways (e.g., TAPBPL). By integrating co-expression networks of lesional AD skin, we identified 16 hub genes previously identified as TWAS risk genes (six previously unreported) that orchestrate inflammatory responses (e.g., HSPA4) and keratinization (e.g., LCE3E, LCE3D), serving as potential drug targets through drug-gene interactions. Consistent associations between all analyses were reported for FOSL1 and RORC. Collectively, our findings provide additional risk genes for AD with potential implications in therapeutic approaches.

转录组分析描述了特应性皮炎表达变异的遗传结构。
针对特应性皮炎(AD)的全基因组关联研究(GWASs)在欧洲参与者中发现了81个风险位点,然而将这些发现转化为功能和治疗见解仍然具有挑战性。我们利用来自日晒(n=517)、非日晒皮肤(n=602)和全血(n=670)组织的顺式eqtl数据,以及欧洲人AD的最新GWAS (n=864982),对AD进行了转录组全关联研究(TWAS)。我们实施了OTTERS管道,该管道结合了多基因风险评分(PRS)技术,可适应基因调控结构中的各种假设。我们还使用差异表达荟萃分析和共表达网络(n=186)来表征AD的转录组学景观。我们确定了176个基因组织关联,涵盖126个独特基因(53个以前未报道)。大多数TWAS风险基因被自适应PRS框架识别,与聚类和阈值方法相比差异不显著。TWAS风险基因在过敏反应(如AQP7、AFF4)、皮肤屏障完整性(如ACER3)和炎症途径(如TAPBPL)中富集。通过整合病变AD皮肤的共表达网络,我们确定了16个中心基因,这些中心基因先前被确定为TWAS风险基因(6个以前未报道),它们协调炎症反应(例如HSPA4)和角化(例如LCE3E, LCE3D),通过药物-基因相互作用作为潜在的药物靶点。所有分析报告的FOSL1和RORC之间存在一致的关联。总的来说,我们的发现为阿尔茨海默病提供了额外的风险基因,对治疗方法有潜在的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
HGG Advances
HGG Advances Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
4.30
自引率
4.50%
发文量
69
审稿时长
14 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信