<p>(<b>A</b>) Total explained variance for genetically controlled parameters (x axis) using detected causal SNPs as predictors. (<b>B</b>) Total explained variance for cellular phenotypes (x axis) using detected causal SNPs obtained from GWAS targeting these phenotypes. (<b>C</b>) Total explained variance for cellular phenotypes (x axis) using detected causal SNPs obtained from GWAS targeting all genetically controlled parameters. Each boxplot summarizes total explained variance by GWAS for 100 Monte Carlo runs. Explained variance was measured as R<sup>2</sup> from test set prediction with a multiple regression model, see <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1002459#s2" target="_blank">Methods</a> for f...
Quantitative genetics provides a powerful framework for studying phenotypic evolution and the evolut...
Non-genetic influences on phenotypic traits can affect our interpretation of genetic variance and th...
<p>Each plot presents results for one simulation scenario (5/10K 10 thousand LD blocks with 5 loci e...
<p>X-axis: names of phenotype; Y-axis: proportion of phenotypic/genetic variance explained by the di...
<p>GWAS have primarily been used to characterize disease-related characteristics in patient populati...
<p>FHS = Framingham Heart Study, GEN = GENEVA, RAND: in this scenario causal and marker loci were dr...
a<p>Tissue in which gene expression levels were measured.</p>b<p>, , and denote the residual varian...
<p>Genetic variance explained by respective model used for the association study.</p
Human genome-wide association studies (GWASs) are revealing the genetic architecture of anthropomorp...
<p>The proportion of GWAS significant SNPs (<i>θ</i><sub>P</sub>) is defined as the proportion of SN...
In this work, we define PVE as the total proportion of phenotypic variance that is explained by spar...
<div><p>Human genome-wide association studies (GWASs) are revealing the genetic architecture of anth...
<p>Regions of 100 SNPs were simulated from phased 1000 Genomes data in 5,000 individuals, excluding ...
An increasingly relevant question in evaluating commercial DNA tests is "What proportion of the...
<p>Schematic representation of the simulation settings (a–f) and radar plot (g) of the power to dete...
Quantitative genetics provides a powerful framework for studying phenotypic evolution and the evolut...
Non-genetic influences on phenotypic traits can affect our interpretation of genetic variance and th...
<p>Each plot presents results for one simulation scenario (5/10K 10 thousand LD blocks with 5 loci e...
<p>X-axis: names of phenotype; Y-axis: proportion of phenotypic/genetic variance explained by the di...
<p>GWAS have primarily been used to characterize disease-related characteristics in patient populati...
<p>FHS = Framingham Heart Study, GEN = GENEVA, RAND: in this scenario causal and marker loci were dr...
a<p>Tissue in which gene expression levels were measured.</p>b<p>, , and denote the residual varian...
<p>Genetic variance explained by respective model used for the association study.</p
Human genome-wide association studies (GWASs) are revealing the genetic architecture of anthropomorp...
<p>The proportion of GWAS significant SNPs (<i>θ</i><sub>P</sub>) is defined as the proportion of SN...
In this work, we define PVE as the total proportion of phenotypic variance that is explained by spar...
<div><p>Human genome-wide association studies (GWASs) are revealing the genetic architecture of anth...
<p>Regions of 100 SNPs were simulated from phased 1000 Genomes data in 5,000 individuals, excluding ...
An increasingly relevant question in evaluating commercial DNA tests is "What proportion of the...
<p>Schematic representation of the simulation settings (a–f) and radar plot (g) of the power to dete...
Quantitative genetics provides a powerful framework for studying phenotypic evolution and the evolut...
Non-genetic influences on phenotypic traits can affect our interpretation of genetic variance and th...
<p>Each plot presents results for one simulation scenario (5/10K 10 thousand LD blocks with 5 loci e...