Biostatistical aspects of genome‐wide association studies

A Ziegler, IR König… - … Journal: Journal of …, 2008 - Wiley Online Library
To search the entire human genome for association is a novel and promising approach to
unravelling the genetic basis of complex genetic diseases. In these genome‐wide …

Bioinformatics challenges for genome-wide association studies

JH Moore, FW Asselbergs, SM Williams - Bioinformatics, 2010 - academic.oup.com
Motivation: The sequencing of the human genome has made it possible to identify an
informative set of> 1 million single nucleotide polymorphisms (SNPs) across the genome …

An overview of genome-wide association studies

M Chang, L He, L Cai - Computational Systems Biology: Methods and …, 2018 - Springer
Genome-wide association study (GWAS) is a powerful study design to identify genetic
variants of a trait and, in particular, detect the association between common single …

Assessing statistical significance in multivariable genome wide association analysis

L Buzdugan, M Kalisch, A Navarro, D Schunk… - …, 2016 - academic.oup.com
Abstract Motivation: Although Genome Wide Association Studies (GWAS) genotype a very
large number of single nucleotide polymorphisms (SNPs), the data are often analyzed one …

Statistical methods for genome-wide association studies

MH Wang, HJ Cordell, K Van Steen - Seminars in cancer biology, 2019 - Elsevier
Genome-wide association studies (GWAS) detect common genetic variants associated with
complex disorders. With their comprehensive coverage of common single nucleotide …

Strategies for pathway analysis using GWAS and WGS data

MJ White, BL Yaspan, OJ Veatch… - Current protocols in …, 2019 - Wiley Online Library
Single‐allele study designs, commonly used in genome‐wide association studies (GWAS)
as well as the more recently developed whole genome sequencing (WGS) studies, are a …

[PDF][PDF] A versatile gene-based test for genome-wide association studies

JZ Liu, AF Mcrae, DR Nyholt, SE Medland… - The American Journal of …, 2010 - cell.com
We have derived a versatile gene-based test for genome-wide association studies (GWAS).
Our approach, called VEGAS (versatile gene-based association study), is applicable to all …

[PDF][PDF] Evaluating statistical significance in two-stage genomewide association studies

DY Lin - The American Journal of Human Genetics, 2006 - cell.com
Genomewide association studies are being conducted to unravel the genetic etiology of
complex human diseases. Because of cost constraints, these studies typically employ a two …

COMBAT: a combined association test for genes using summary statistics

M Wang, J Huang, Y Liu, L Ma, JB Potash, S Han - Genetics, 2017 - academic.oup.com
Many gene-based association tests have been proposed for genomewide association
studies (GWAS). However, the power of existing gene-based tests is... Genome-wide …

Rapid variance components–based method for whole-genome association analysis

GR Svishcheva, TI Axenovich, NM Belonogova… - Nature …, 2012 - nature.com
The variance component tests used in genome-wide association studies (GWAS) including
large sample sizes become computationally exhaustive when the number of genetic …