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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.
Affiliation
  • Dey KK; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
  • Gazal S; Lead contact.
  • van de Geijn B; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
  • Kim SS; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
  • Nasser J; Genentech, South San Francisco, CA 94080, USA.
  • Engreitz JM; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
  • Price AL; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Cell Genom ; 2(7)2022 Jul 13.
Article in En | MEDLINE | ID: mdl-35873673
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.

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Cell Genom Year: 2022 Document type: Article Affiliation country: Country of publication:

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Cell Genom Year: 2022 Document type: Article Affiliation country: Country of publication: