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SNP-to-gene linking strategies reveal contributions of enhancer-related and candidate master-regulator genes to autoimmune disease

We assess contributions to autoimmune disease of genes whose regulation is driven by enhancer regions (enhancer-related) and genes that regulate other genes in trans (candidate master-regulator). We link these genes to SNPs using several SNP-to-gene (S2G) strategies and apply heritability analyses t...

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Autores principales: Dey, Kushal K., Gazal, Steven, van de Geijn, Bryce, Kim, Samuel Sungil, Nasser, Joseph, Engreitz, Jesse M., Price, Alkes L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306342/
https://www.ncbi.nlm.nih.gov/pubmed/35873673
http://dx.doi.org/10.1016/j.xgen.2022.100145
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author Dey, Kushal K.
Gazal, Steven
van de Geijn, Bryce
Kim, Samuel Sungil
Nasser, Joseph
Engreitz, Jesse M.
Price, Alkes L.
author_facet Dey, Kushal K.
Gazal, Steven
van de Geijn, Bryce
Kim, Samuel Sungil
Nasser, Joseph
Engreitz, Jesse M.
Price, Alkes L.
author_sort Dey, Kushal K.
collection PubMed
description We assess contributions to autoimmune disease of genes whose regulation is driven by enhancer regions (enhancer-related) and genes that regulate other genes in trans (candidate master-regulator). We link these genes to SNPs using several SNP-to-gene (S2G) strategies and apply heritability analyses to draw three conclusions about 11 autoimmune/blood-related diseases/traits. First, several characterizations of enhancer-related genes using functional genomics data are informative for autoimmune disease heritability after conditioning on a broad set of regulatory annotations. Second, candidate master-regulator genes defined using trans-eQTL in blood are also conditionally informative for autoimmune disease heritability. Third, integrating enhancer-related and master-regulator gene sets with protein-protein interaction (PPI) network information magnified their disease signal. The resulting PPI-enhancer gene score produced >2-fold stronger heritability signal and >2-fold stronger enrichment for drug targets, compared with the recently proposed enhancer domain score. In each case, functionally informed S2G strategies produced 4.1- to 13-fold stronger disease signals than conventional window-based strategies.
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spelling pubmed-93063422022-07-22 SNP-to-gene linking strategies reveal contributions of enhancer-related and candidate master-regulator genes to autoimmune disease Dey, Kushal K. Gazal, Steven van de Geijn, Bryce Kim, Samuel Sungil Nasser, Joseph Engreitz, Jesse M. Price, Alkes L. Cell Genom Article We assess contributions to autoimmune disease of genes whose regulation is driven by enhancer regions (enhancer-related) and genes that regulate other genes in trans (candidate master-regulator). We link these genes to SNPs using several SNP-to-gene (S2G) strategies and apply heritability analyses to draw three conclusions about 11 autoimmune/blood-related diseases/traits. First, several characterizations of enhancer-related genes using functional genomics data are informative for autoimmune disease heritability after conditioning on a broad set of regulatory annotations. Second, candidate master-regulator genes defined using trans-eQTL in blood are also conditionally informative for autoimmune disease heritability. Third, integrating enhancer-related and master-regulator gene sets with protein-protein interaction (PPI) network information magnified their disease signal. The resulting PPI-enhancer gene score produced >2-fold stronger heritability signal and >2-fold stronger enrichment for drug targets, compared with the recently proposed enhancer domain score. In each case, functionally informed S2G strategies produced 4.1- to 13-fold stronger disease signals than conventional window-based strategies. Elsevier 2022-07-13 /pmc/articles/PMC9306342/ /pubmed/35873673 http://dx.doi.org/10.1016/j.xgen.2022.100145 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Dey, Kushal K.
Gazal, Steven
van de Geijn, Bryce
Kim, Samuel Sungil
Nasser, Joseph
Engreitz, Jesse M.
Price, Alkes L.
SNP-to-gene linking strategies reveal contributions of enhancer-related and candidate master-regulator genes to autoimmune disease
title SNP-to-gene linking strategies reveal contributions of enhancer-related and candidate master-regulator genes to autoimmune disease
title_full SNP-to-gene linking strategies reveal contributions of enhancer-related and candidate master-regulator genes to autoimmune disease
title_fullStr SNP-to-gene linking strategies reveal contributions of enhancer-related and candidate master-regulator genes to autoimmune disease
title_full_unstemmed SNP-to-gene linking strategies reveal contributions of enhancer-related and candidate master-regulator genes to autoimmune disease
title_short SNP-to-gene linking strategies reveal contributions of enhancer-related and candidate master-regulator genes to autoimmune disease
title_sort snp-to-gene linking strategies reveal contributions of enhancer-related and candidate master-regulator genes to autoimmune disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306342/
https://www.ncbi.nlm.nih.gov/pubmed/35873673
http://dx.doi.org/10.1016/j.xgen.2022.100145
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