Variant-to-function dissection of rare non-coding GWAS loci with high impact on blood traits

Manuel Tardaguila, Dominique Von Schiller, Michela Colombo, Ilaria Gori, Eve L. Coomber, Thomas Vanderstichele, Paola Benaglio, Chiara Chiereghin, Sebastian Gerety, Dragana Vuckovic, Arianna Landini, Giuditta Clerici, Patrick Albers, Helen Ray-Jones, Katie L. Burnham, Alex Tokolyi, Elodie Persyn, Mikhail Spivakov, Vijay G. Sankaran, Klaudia Walter, Kousik Kundu, Nicola Pirastu, Michael Inouye, Dirk S. Paul, Emma E. Davenport, Pelin Sahlén, Stephen Watt, Nicole Soranzo
{"title":"Variant-to-function dissection of rare non-coding GWAS loci with high impact on blood traits","authors":"Manuel Tardaguila, Dominique Von Schiller, Michela Colombo, Ilaria Gori, Eve L. Coomber, Thomas Vanderstichele, Paola Benaglio, Chiara Chiereghin, Sebastian Gerety, Dragana Vuckovic, Arianna Landini, Giuditta Clerici, Patrick Albers, Helen Ray-Jones, Katie L. Burnham, Alex Tokolyi, Elodie Persyn, Mikhail Spivakov, Vijay G. Sankaran, Klaudia Walter, Kousik Kundu, Nicola Pirastu, Michael Inouye, Dirk S. Paul, Emma E. Davenport, Pelin Sahlén, Stephen Watt, Nicole Soranzo","doi":"10.1101/2024.08.05.606572","DOIUrl":null,"url":null,"abstract":"Two decades of Genome Wide Association Studies (GWAS) have yielded hundreds of thousands of robust genetic associations to human complex traits and diseases. Nevertheless, the dissection of the functional consequences of variants lags behind, especially for non-coding variants (RNVs). Here we have characterised a set of rare, non-coding variants with large effects on haematological traits by integrating (i) a massively parallel reporter assay with (ii) a CRISPR/Cas9 screen and (iii) <em>in vivo</em> gene expression and transcript relative abundance analysis of whole blood and immune cells. After extensive manual curation we identify 22 RNVs with robust mechanistic hypotheses and perform an in-depth characterization of one of them, demonstrating its impact on megakaryopoiesis through regulation of the <em>CUX1</em> transcriptional cascade. With this work we advance the understanding of the translational value of GWAS findings for variants implicated in blood and immunity.","PeriodicalId":501246,"journal":{"name":"bioRxiv - Genetics","volume":"86 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"bioRxiv - Genetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.08.05.606572","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Two decades of Genome Wide Association Studies (GWAS) have yielded hundreds of thousands of robust genetic associations to human complex traits and diseases. Nevertheless, the dissection of the functional consequences of variants lags behind, especially for non-coding variants (RNVs). Here we have characterised a set of rare, non-coding variants with large effects on haematological traits by integrating (i) a massively parallel reporter assay with (ii) a CRISPR/Cas9 screen and (iii) in vivo gene expression and transcript relative abundance analysis of whole blood and immune cells. After extensive manual curation we identify 22 RNVs with robust mechanistic hypotheses and perform an in-depth characterization of one of them, demonstrating its impact on megakaryopoiesis through regulation of the CUX1 transcriptional cascade. With this work we advance the understanding of the translational value of GWAS findings for variants implicated in blood and immunity.
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
从变异到功能剖析对血液性状影响较大的罕见非编码 GWAS 基因位点
经过二十年的全基因组关联研究(GWAS),已经发现了数十万个与人类复杂性状和疾病相关的基因变异。然而,对变异功能后果的研究却相对滞后,尤其是对非编码变异(RNV)的研究。在这里,我们通过整合(1)大规模并行报告分析(2)CRISPR/Cas9 筛选(3)全血和免疫细胞的体内基因表达和转录本相对丰度分析,描述了一组对血液学特征有重大影响的罕见非编码变异。经过大量人工筛选,我们确定了 22 个具有可靠机制假说的 RNV,并对其中一个进行了深入鉴定,证明了它通过调控 CUX1 转录级联对巨核细胞生成的影响。通过这项工作,我们加深了对与血液和免疫有关的变异的 GWAS 发现的转化价值的理解。
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
自引率
0.00%
发文量
0
期刊最新文献
Multiplexed spatial mapping of chromatin features, transcriptome, and proteins in tissues Mitochondrial superoxide acts in the intestine to extend longevity AyurPhenoClusters define common molecular roots for rare diseases and uncover ciliary dysfunctions in syndromic conditions Screening and identification of gene expression in large cohorts of clinical lung cancer samples unveils the major involvement of EZH2 and SOX2 LncRNA TAAL is a Modulator of Tie1-Mediated Vascular Function in Diabetic Retinopathy
×
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:481959085
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