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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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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. |
format | Online Article Text |
id | pubmed-9306342 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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