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A computational approach for identification of core modules from a co-expression network and GWAS data.

Authors :
Sabik OL
Ackert-Bicknell CL
Farber CR
Source :
STAR protocols [STAR Protoc] 2021 Aug 21; Vol. 2 (3), pp. 100768. Date of Electronic Publication: 2021 Aug 21 (Print Publication: 2021).
Publication Year :
2021

Abstract

This protocol describes the application of the "omnigenic" model of the genetic architecture of complex traits to identify novel "core" genes influencing a disease-associated phenotype. Core genes are hypothesized to directly regulate disease and may serve as therapeutic targets. This protocol leverages GWAS data, a co-expression network, and publicly available data, including the GTEx database and the International Mouse Phenotyping Consortium Database, to identify modules enriched for genes with "core-like" characteristics. For complete details on the use and execution of this protocol, please refer to Sabik et al. (2020).<br />Competing Interests: O.L.S. is an employee and shareholder of Valo Health.<br /> (© 2021 The Authors.)

Details

Language :
English
ISSN :
2666-1667
Volume :
2
Issue :
3
Database :
MEDLINE
Journal :
STAR protocols
Publication Type :
Academic Journal
Accession number :
34467232
Full Text :
https://doi.org/10.1016/j.xpro.2021.100768