Multi-omics analysis in primary T cells elucidates mechanisms behind disease-associated genetic loci

IF 10.1 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Genome Biology Pub Date : 2025-02-10 DOI:10.1186/s13059-025-03492-y
Chenfu Shi, Danyun Zhao, Jake Butler, Antonios Frantzeskos, Stefano Rossi, James Ding, Carlo Ferrazzano, Charlotte Wynn, Ryan Malcolm Hum, Ellie Richards, Muskan Gupta, Khadijah Patel, Chuan Fu Yap, Darren Plant, Richard Grencis, Paul Martin, Antony Adamson, Stephen Eyre, John Bowes, Anne Barton, Pauline Ho, Magnus Rattray, Gisela Orozco
{"title":"Multi-omics analysis in primary T cells elucidates mechanisms behind disease-associated genetic loci","authors":"Chenfu Shi, Danyun Zhao, Jake Butler, Antonios Frantzeskos, Stefano Rossi, James Ding, Carlo Ferrazzano, Charlotte Wynn, Ryan Malcolm Hum, Ellie Richards, Muskan Gupta, Khadijah Patel, Chuan Fu Yap, Darren Plant, Richard Grencis, Paul Martin, Antony Adamson, Stephen Eyre, John Bowes, Anne Barton, Pauline Ho, Magnus Rattray, Gisela Orozco","doi":"10.1186/s13059-025-03492-y","DOIUrl":null,"url":null,"abstract":"Genome-wide association studies (GWAS) have uncovered the genetic basis behind many diseases and conditions. However, most of these genetic loci affect regulatory regions, making the interpretation challenging. Chromatin conformation has a fundamental role in gene regulation and is frequently used to associate potential target genes to regulatory regions. However, previous studies mostly used small sample sizes and immortalized cell lines instead of primary cells. Here we present the most extensive dataset of chromatin conformation with matching gene expression and chromatin accessibility from primary CD4+ and CD8+ T cells to date, isolated from psoriatic arthritis patients and healthy controls. We generated 108 Hi-C libraries (49 billion reads), 128 RNA-seq libraries and 126 ATAC-seq libraries. These data enhance our understanding of the mechanisms by which GWAS variants impact gene regulation, revealing how genetic variation alters chromatin accessibility and structure in primary cells at an unprecedented scale. We refine the mapping of GWAS loci to implicated regulatory elements, such as CTCF binding sites and other enhancer elements, aiding gene assignment. We uncover BCL2L11 as the probable causal gene within the rheumatoid arthritis (RA) locus rs13396472, despite the GWAS variants’ intronic positioning relative to ACOXL, and we identify mechanisms involving SESN3 dysregulation in the RA locus rs4409785. Given these genes’ significant role in T cell development and maturation, our work deepens our comprehension of autoimmune disease pathogenesis, suggesting potential treatment targets. In addition, our dataset provides a valuable resource for the investigation of immune-mediated diseases and gene regulatory mechanisms.","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"15 1","pages":""},"PeriodicalIF":10.1000,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Genome Biology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s13059-025-03492-y","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Genome-wide association studies (GWAS) have uncovered the genetic basis behind many diseases and conditions. However, most of these genetic loci affect regulatory regions, making the interpretation challenging. Chromatin conformation has a fundamental role in gene regulation and is frequently used to associate potential target genes to regulatory regions. However, previous studies mostly used small sample sizes and immortalized cell lines instead of primary cells. Here we present the most extensive dataset of chromatin conformation with matching gene expression and chromatin accessibility from primary CD4+ and CD8+ T cells to date, isolated from psoriatic arthritis patients and healthy controls. We generated 108 Hi-C libraries (49 billion reads), 128 RNA-seq libraries and 126 ATAC-seq libraries. These data enhance our understanding of the mechanisms by which GWAS variants impact gene regulation, revealing how genetic variation alters chromatin accessibility and structure in primary cells at an unprecedented scale. We refine the mapping of GWAS loci to implicated regulatory elements, such as CTCF binding sites and other enhancer elements, aiding gene assignment. We uncover BCL2L11 as the probable causal gene within the rheumatoid arthritis (RA) locus rs13396472, despite the GWAS variants’ intronic positioning relative to ACOXL, and we identify mechanisms involving SESN3 dysregulation in the RA locus rs4409785. Given these genes’ significant role in T cell development and maturation, our work deepens our comprehension of autoimmune disease pathogenesis, suggesting potential treatment targets. In addition, our dataset provides a valuable resource for the investigation of immune-mediated diseases and gene regulatory mechanisms.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
原代T细胞的多组学分析阐明了疾病相关遗传位点背后的机制
全基因组关联研究(GWAS)揭示了许多疾病和病症背后的遗传基础。然而,大多数这些基因位点影响调控区域,使得解释具有挑战性。染色质构象在基因调控中具有基础性作用,经常用于将潜在靶基因与调控区域联系起来。然而,以前的研究大多使用小样本量和永生化细胞系而不是原代细胞。在这里,我们展示了迄今为止从银屑病关节炎患者和健康对照中分离的原发CD4+和CD8+ T细胞中染色质构象的最广泛的数据集,这些数据集具有匹配的基因表达和染色质可及性。我们生成了108个Hi-C文库(490亿reads), 128个RNA-seq文库和126个ATAC-seq文库。这些数据增强了我们对GWAS变异影响基因调控机制的理解,揭示了遗传变异如何以前所未有的规模改变原代细胞中染色质的可及性和结构。我们将GWAS基因座的定位细化到相关的调控元件,如CTCF结合位点和其他增强子元件,以帮助基因分配。我们发现BCL2L11可能是类风湿性关节炎(RA)位点rs13396472中的致病基因,尽管GWAS变体的内含子定位相对于ACOXL,我们确定了RA位点rs4409785中涉及SESN3失调的机制。鉴于这些基因在T细胞发育和成熟中的重要作用,我们的工作加深了我们对自身免疫性疾病发病机制的理解,提出了潜在的治疗靶点。此外,我们的数据集为免疫介导疾病和基因调控机制的研究提供了宝贵的资源。
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 去求助
来源期刊
Genome Biology
Genome Biology Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
21.00
自引率
3.30%
发文量
241
审稿时长
2 months
期刊介绍: Genome Biology stands as a premier platform for exceptional research across all domains of biology and biomedicine, explored through a genomic and post-genomic lens. With an impressive impact factor of 12.3 (2022),* the journal secures its position as the 3rd-ranked research journal in the Genetics and Heredity category and the 2nd-ranked research journal in the Biotechnology and Applied Microbiology category by Thomson Reuters. Notably, Genome Biology holds the distinction of being the highest-ranked open-access journal in this category. Our dedicated team of highly trained in-house Editors collaborates closely with our esteemed Editorial Board of international experts, ensuring the journal remains on the forefront of scientific advances and community standards. Regular engagement with researchers at conferences and institute visits underscores our commitment to staying abreast of the latest developments in the field.
期刊最新文献
Centromere evolution in annual and perennial soybeans and its implication for hybridization in cultivated species. Proteomics and tracer metabolomics link GAPDH ISGylation to glycolytic control. Comparative centromere genomics reveals evolutionary divergence in Solanaceae genomes. Advances in single-cell and spatial omics for studying symbiotic nitrogen fixation: comparative cellular and evolutionary perspectives. GPU-accelerated linkage disequilibrium scans reveal non-independent assortment of human non-homologous chromosomes.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1