Literature DB >> 34467232

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

Olivia L Sabik1,2, Cheryl L Ackert-Bicknell3, Charles R Farber1,4.   

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).
© 2021 The Authors.

Entities:  

Keywords:  Bioinformatics; Genetics; Genomics; RNAseq; Systems biology

Mesh:

Year:  2021        PMID: 34467232      PMCID: PMC8385446          DOI: 10.1016/j.xpro.2021.100768

Source DB:  PubMed          Journal:  STAR Protoc        ISSN: 2666-1667


  24 in total

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Authors:  Ron Edgar; Michael Domrachev; Alex E Lash
Journal:  Nucleic Acids Res       Date:  2002-01-01       Impact factor: 16.971

2.  LDlink: a web-based application for exploring population-specific haplotype structure and linking correlated alleles of possible functional variants.

Authors:  Mitchell J Machiela; Stephen J Chanock
Journal:  Bioinformatics       Date:  2015-07-02       Impact factor: 6.937

3.  Mapping identifiers for the integration of genomic datasets with the R/Bioconductor package biomaRt.

Authors:  Steffen Durinck; Paul T Spellman; Ewan Birney; Wolfgang Huber
Journal:  Nat Protoc       Date:  2009-07-23       Impact factor: 13.491

4.  PhenStat: A Tool Kit for Standardized Analysis of High Throughput Phenotypic Data.

Authors:  Natalja Kurbatova; Jeremy C Mason; Hugh Morgan; Terrence F Meehan; Natasha A Karp
Journal:  PLoS One       Date:  2015-07-06       Impact factor: 3.240

5.  Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.

Authors:  Michael I Love; Wolfgang Huber; Simon Anders
Journal:  Genome Biol       Date:  2014       Impact factor: 13.583

6.  eDGAR: a database of Disease-Gene Associations with annotated Relationships among genes.

Authors:  Giulia Babbi; Pier Luigi Martelli; Giuseppe Profiti; Samuele Bovo; Castrense Savojardo; Rita Casadio
Journal:  BMC Genomics       Date:  2017-08-11       Impact factor: 3.969

7.  ToppGene Suite for gene list enrichment analysis and candidate gene prioritization.

Authors:  Jing Chen; Eric E Bardes; Bruce J Aronow; Anil G Jegga
Journal:  Nucleic Acids Res       Date:  2009-05-22       Impact factor: 16.971

8.  WGCNA: an R package for weighted correlation network analysis.

Authors:  Peter Langfelder; Steve Horvath
Journal:  BMC Bioinformatics       Date:  2008-12-29       Impact factor: 3.169

9.  Partitioning heritability by functional annotation using genome-wide association summary statistics.

Authors:  Hilary K Finucane; Brendan Bulik-Sullivan; Alexander Gusev; Gosia Trynka; Yakir Reshef; Po-Ru Loh; Verneri Anttila; Han Xu; Chongzhi Zang; Kyle Farh; Stephan Ripke; Felix R Day; Shaun Purcell; Eli Stahl; Sara Lindstrom; John R B Perry; Yukinori Okada; Soumya Raychaudhuri; Mark J Daly; Nick Patterson; Benjamin M Neale; Alkes L Price
Journal:  Nat Genet       Date:  2015-09-28       Impact factor: 38.330

10.  The International Mouse Phenotyping Consortium Web Portal, a unified point of access for knockout mice and related phenotyping data.

Authors:  Gautier Koscielny; Gagarine Yaikhom; Vivek Iyer; Terrence F Meehan; Hugh Morgan; Julian Atienza-Herrero; Andrew Blake; Chao-Kung Chen; Richard Easty; Armida Di Fenza; Tanja Fiegel; Mark Grifiths; Alan Horne; Natasha A Karp; Natalja Kurbatova; Jeremy C Mason; Peter Matthews; Darren J Oakley; Asfand Qazi; Jack Regnart; Ahmad Retha; Luis A Santos; Duncan J Sneddon; Jonathan Warren; Henrik Westerberg; Robert J Wilson; David G Melvin; Damian Smedley; Steve D M Brown; Paul Flicek; William C Skarnes; Ann-Marie Mallon; Helen Parkinson
Journal:  Nucleic Acids Res       Date:  2013-11-04       Impact factor: 16.971

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