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":"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","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":"{\"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}","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}
Variant-to-function dissection of rare non-coding GWAS loci with high impact on blood traits
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.