Genetic architecture of gene expression traits across diverse populations
LS Mogil, A Andaleon, A Badalamenti… - … genetics, 2018 - journals.plos.org
… Summary statistics and predictive models of gene … Predictive models of gene expression
developed in this study and … future studies of complex trait genetics across diverse populations. …
developed in this study and … future studies of complex trait genetics across diverse populations. …
Comparison of whole-genome prediction models for traits with contrasting genetic architecture in a diversity panel of maize inbred lines
C Riedelsheimer, F Technow, AE Melchinger - BMC genomics, 2012 - Springer
… WGP models were remarkable similar, even for traits with drastically deviating genetic
architecture… if the WGP model is selected according to the genetic architecture underlying the trait. …
architecture… if the WGP model is selected according to the genetic architecture underlying the trait. …
The critical needs and challenges for genetic architecture studies in Africa
… associations with phenotypes, build more generalizable genetic risk prediction models, and
better understand the genetic architecture of complex traits and diseases subject to varying …
better understand the genetic architecture of complex traits and diseases subject to varying …
Genetic architecture and genomic predictive ability of apple quantitative traits across environments
M Jung, B Keller, M Roth, MJ Aranzana… - Horticulture …, 2022 - academic.oup.com
… This most comprehensive genomic study in apple in terms of trait-environment combinations
provided knowledge of trait biology and prediction models that can be readily applied for …
provided knowledge of trait biology and prediction models that can be readily applied for …
Estimating the genetic architecture of quantitative traits
… QTL and estimating the genetic architecture are discussed. We also point out potential
problems and difficulties in resolving the details of the genetic architecture as well as other areas …
problems and difficulties in resolving the details of the genetic architecture as well as other areas …
Genome-wide prediction of traits with different genetic architecture through efficient variable selection
… Our results have major impact on the choice of statistical method needed to make
credible inferences about genetic architecture and prediction accuracy of complex traits. …
credible inferences about genetic architecture and prediction accuracy of complex traits. …
Effect of genetic architecture on the prediction accuracy of quantitative traits in samples of unrelated individuals
… prediction accuracy. Our results indicate that accounting for genetic architecture can improve
prediction … of sample size, genetic architecture and different genomic prediction models on …
prediction … of sample size, genetic architecture and different genomic prediction models on …
Integration of high-throughput phenotyping, GWAS, and predictive models reveals the genetic architecture of plant height in maize
W Wang, W Guo, L Le, J Yu, Y Wu, D Li, Y Wang… - Molecular Plant, 2023 - cell.com
… and the genetic architecture of PH, as well as resources and predictive models that are …
for molecular design breeding and predicting maize varieties with ideal plant architectures. …
for molecular design breeding and predicting maize varieties with ideal plant architectures. …
Accounting for Genetic Architecture Improves Sequence Based Genomic Prediction for a Drosophila Fitness Trait
U Ober, W Huang, M Magwire, M Schlather… - PLoS …, 2015 - journals.plos.org
… genetic architecture assumed by the genomic best linear unbiased prediction model and the
true genetic architecture of … Indeed, we found that the predictive ability of the genomic best …
true genetic architecture of … Indeed, we found that the predictive ability of the genomic best …
The genetic architecture of maize height
… But, from every subset of RILs selected to calibrate a prediction model, 10 bootstrap samples
were taken with replacement in a family-stratified manner, these samples were not disjoint. …
were taken with replacement in a family-stratified manner, these samples were not disjoint. …
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