Analysing biological pathways in genome-wide association studies
Genome-wide association (GWA) studies have typically focused on the analysis of single
markers, which often lacks the power to uncover the relatively small effect sizes conferred by …
markers, which often lacks the power to uncover the relatively small effect sizes conferred by …
[HTML][HTML] Genetic mapping of quantitative trait loci in crops
Y Xu, P Li, Z Yang, C Xu - The Crop Journal, 2017 - Elsevier
Dissecting the genetic architecture of complex traits is an ongoing challenge for geneticists.
Two complementary approaches for genetic mapping, linkage mapping and association …
Two complementary approaches for genetic mapping, linkage mapping and association …
Rare-variant association testing for sequencing data with the sequence kernel association test
Sequencing studies are increasingly being conducted to identify rare variants associated
with complex traits. The limited power of classical single-marker association analysis for rare …
with complex traits. The limited power of classical single-marker association analysis for rare …
Testing in microbiome-profiling studies with MiRKAT, the microbiome regression-based kernel association test
High-throughput sequencing technology has enabled population-based studies of the role
of the human microbiome in disease etiology and exposure response. Distance-based …
of the human microbiome in disease etiology and exposure response. Distance-based …
Powerful SNP-set analysis for case-control genome-wide association studies
GWAS have emerged as popular tools for identifying genetic variants that are associated
with disease risk. Standard analysis of a case-control GWAS involves assessing the …
with disease risk. Standard analysis of a case-control GWAS involves assessing the …
Statistical analysis strategies for association studies involving rare variants
V Bansal, O Libiger, A Torkamani… - Nature Reviews Genetics, 2010 - nature.com
The limitations of genome-wide association (GWA) studies that focus on the phenotypic
influence of common genetic variants have motivated human geneticists to consider the …
influence of common genetic variants have motivated human geneticists to consider the …
Sequence kernel association test for quantitative traits in family samples
A large number of rare genetic variants have been discovered with the development in
sequencing technology and the lowering of sequencing costs. Rare variant analysis may …
sequencing technology and the lowering of sequencing costs. Rare variant analysis may …
Comparison of statistical tests for disease association with rare variants
In anticipation of the availability of next‐generation sequencing data, there is increasing
interest in investigating association between complex traits and rare variants (RVs). In …
interest in investigating association between complex traits and rare variants (RVs). In …
Kernel-based whole-genome prediction of complex traits: a review
Prediction of genetic values has been a focus of applied quantitative genetics since the
beginning of the 20th century, with renewed interest following the advent of the era of whole …
beginning of the 20th century, with renewed interest following the advent of the era of whole …
Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach
M Vounou, TE Nichols, G Montana… - Neuroimage, 2010 - Elsevier
There is growing interest in performing genome-wide searches for associations between
genetic variants and brain imaging phenotypes. While much work has focused on single …
genetic variants and brain imaging phenotypes. While much work has focused on single …