Allele frequency matching between SNPs reveals an excess of linkage disequilibrium in genic regions of the human genome

MA Eberle, MJ Rieder, L Kruglyak, DA Nickerson - PLoS genetics, 2006 - journals.plos.org
Significant interest has emerged in mapping genetic susceptibility for complex traits through
whole-genome association studies. These studies rely on the extent of association, ie …

A genomic background based method for association analysis in related individuals

N Amin, CM Van Duijn, YS Aulchenko - PloS one, 2007 - journals.plos.org
Background Feasibility of genotyping of hundreds and thousands of single nucleotide
polymorphisms (SNPs) in thousands of study subjects have triggered the need for fast …

Worldwide population differentiation at disease-associated SNPs

S Myles, D Davison, J Barrett, M Stoneking… - BMC medical …, 2008 - Springer
Background Recent genome-wide association (GWA) studies have provided compelling
evidence of association between genetic variants and common complex diseases. These …

GPA: a statistical approach to prioritizing GWAS results by integrating pleiotropy and annotation

D Chung, C Yang, C Li, J Gelernter, H Zhao - PLoS genetics, 2014 - journals.plos.org
Results from Genome-Wide Association Studies (GWAS) have shown that complex diseases
are often affected by many genetic variants with small or moderate effects. Identifications of …

MultiPhen: joint model of multiple phenotypes can increase discovery in GWAS

PF O'Reilly, CJ Hoggart, Y Pomyen, FCF Calboli… - PloS one, 2012 - journals.plos.org
The genome-wide association study (GWAS) approach has discovered hundreds of genetic
variants associated with diseases and quantitative traits. However, despite clinical overlap …

Type 2 diabetes risk alleles demonstrate extreme directional differentiation among human populations, compared to other diseases

R Chen, E Corona, M Sikora, JT Dudley… - PLoS …, 2012 - journals.plos.org
Many disease-susceptible SNPs exhibit significant disparity in ancestral and derived allele
frequencies across worldwide populations. While previous studies have examined …

[HTML][HTML] Reaching the end-game for GWAS: machine learning approaches for the prioritization of complex disease loci

HL Nicholls, CR John, DS Watson, PB Munroe… - Frontiers in …, 2020 - frontiersin.org
Genome-wide association studies (GWAS) have revealed thousands of genetic loci that
underpin the complex biology of many human traits. However, the strength of GWAS–the …

Benefits and limitations of genome-wide association studies

V Tam, N Patel, M Turcotte, Y Bossé, G Paré… - Nature Reviews …, 2019 - nature.com
Genome-wide association studies (GWAS) involve testing genetic variants across the
genomes of many individuals to identify genotype–phenotype associations. GWAS have …

Orienting the causal relationship between imprecisely measured traits using GWAS summary data

G Hemani, K Tilling, G Davey Smith - PLoS genetics, 2017 - journals.plos.org
Inference about the causal structure that induces correlations between two traits can be
achieved by combining genetic associations with a mediation-based approach, as is done in …

Genome-wide association studies in diverse populations

NA Rosenberg, L Huang, EM Jewett… - Nature Reviews …, 2010 - nature.com
Genome-wide association (GWA) studies have identified a large number of SNPs
associated with disease phenotypes. As most GWA studies have been performed in …