[HTML][HTML] Protein-Protein interactions uncover candidate 'core genes' within omnigenic disease networks

A Ratnakumar, N Weinhold, JC Mar, N Riaz - PLoS genetics, 2020 - journals.plos.org
Genome wide association studies (GWAS) of human diseases have generally identified
many loci associated with risk with relatively small effect sizes. The omnigenic model …

Combining SNP-to-gene linking strategies to pinpoint disease genes and assess disease omnigenicity

S Gazal, O Weissbrod, F Hormozdiari, K Dey, J Nasser… - medRxiv, 2021 - medrxiv.org
Although genome-wide association studies (GWAS) have identified thousands of disease-
associated common SNPs, these SNPs generally do not implicate the underlying target …

Combining SNP-to-gene linking strategies to identify disease genes and assess disease omnigenicity

S Gazal, O Weissbrod, F Hormozdiari, KK Dey… - Nature …, 2022 - nature.com
Disease-associated single-nucleotide polymorphisms (SNPs) generally do not implicate
target genes, as most disease SNPs are regulatory. Many SNP-to-gene (S2G) linking …

[HTML][HTML] Network properties of complex human disease genes identified through genome-wide association studies

F Barrenas, S Chavali, P Holme, R Mobini, M Benson - PloS one, 2009 - journals.plos.org
Background Previous studies of network properties of human disease genes have mainly
focused on monogenic diseases or cancers and have suffered from discovery bias. Here we …

Network models of genome-wide association studies uncover the topological centrality of protein interactions in complex diseases

Y Lee, H Li, J Li, E Rebman, I Achour… - Journal of the …, 2013 - academic.oup.com
Background While genome-wide association studies (GWAS) of complex traits have
revealed thousands of reproducible genetic associations to date, these loci collectively …

ancGWAS: a post genome-wide association study method for interaction, pathway and ancestry analysis in homogeneous and admixed populations

ER Chimusa, M Mbiyavanga, GK Mazandu… - …, 2016 - academic.oup.com
Abstract Motivation: Despite numerous successful Genome-wide Association Studies
(GWAS), detecting variants that have low disease risk still poses a challenge. GWAS may …

Linking disease associations with regulatory information in the human genome

MA Schaub, AP Boyle, A Kundaje, S Batzoglou… - Genome …, 2012 - genome.cshlp.org
Genome-wide association studies have been successful in identifying single nucleotide
polymorphisms (SNPs) associated with a large number of phenotypes. However, an …

Systems-level analysis of genome-wide association data

CR Farber - G3: Genes| Genomes| Genetics, 2013 - academic.oup.com
Genome-wide association studies (GWAS) have emerged as the method of choice for
identifying common variants affecting complex disease. In a GWAS, particular attention is …

[HTML][HTML] Joint GWAS analysis: comparing similar GWAS at different genomic resolutions identifies novel pathway associations with six complex diseases

MJ McGeachie, GL Clemmer, J Lasky-Su, A Dahlin… - Genomics data, 2014 - Elsevier
We show here that combining two existing genome wide association studies (GWAS) yields
additional biologically relevant information, beyond that obtained by either GWAS …

Post genome-wide association analysis: dissecting computational pathway/network-based approaches

ER Chimusa, S Dalvie, C Dandara… - Briefings in …, 2019 - academic.oup.com
Over thousands of genetic associations to diseases have been identified by genome-wide
association studies (GWASs), which conceptually is a single-marker-based approach. There …