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
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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.
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。
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