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
… -genome prediction (WGP) is a powerful tool for predicting … of WGP models towards the
genetic architecture of the trait. … adaptational traits have a genetic architecture which is either …
genetic architecture of the trait. … adaptational traits have a genetic architecture which is either …
Accuracy of whole-genome prediction using a genetic architecture-enhanced variance-covariance matrix
Z Zhang, M Erbe, J He, U Ober, N Gao… - … , Genomes, Genetics, 2015 - academic.oup.com
… genome prediction (WGP), a combined analysis of genotypic and phenotypic data. Because
the underlying genetic architecture … genetic architecture), which can use genetic architecture …
the underlying genetic architecture … genetic architecture), which can use genetic architecture …
Use of biological priors enhances understanding of genetic architecture and genomic prediction of complex traits within and between dairy cattle breeds
… To the best of our knowledge, few studies have simultaneously explored the genetic
architecture and genomic prediction of complex traits in dairy cattle by integrating biological priors …
architecture and genomic prediction of complex traits in dairy cattle by integrating biological priors …
Improving accuracy of genomic prediction by genetic architecture based priors in a Bayesian model
N Gao, J Li, J He, G Xiao, Y Luo, H Zhang, Z Chen… - BMC genetics, 2015 - Springer
… Based on the assumptions of BayesB and prior knowledge of traits’ genetic architectures, …
for genomic prediction. With a locus-specific prior, the accuracy of genomic prediction may be …
for genomic prediction. With a locus-specific prior, the accuracy of genomic prediction may be …
Genomic prediction of complex human traits: relatedness, trait architecture and predictive meta-models
A Spiliopoulou, R Nagy, ML Bermingham… - … molecular genetics, 2015 - academic.oup.com
… ), and hence may change when we examine genomic prediction of complex traits in humans,
… When considering the genetic architecture of complex traits, we can contemplate a range of …
… When considering the genetic architecture of complex traits, we can contemplate a range of …
Genome-wide prediction of traits with different genetic architecture through efficient variable selection
… the genetic architecture underlying the trait of interest. We chose four frequently used methods
in genome-based prediction, … different genetic architecture as inferred from genome-wide …
in genome-based prediction, … different genetic architecture as inferred from genome-wide …
Whole-genome sequence-based genomic prediction in laying chickens with different genomic relationship matrices to account for genetic architecture
G Ni, D Cavero, A Fangmann, M Erbe… - Genetics Selection …, 2017 - Springer
… [17] reported that the performance of BLUP given genomic architecture (BLUP|GA), which
… The objective of this study was to compare results from genomic prediction analyses using …
… The objective of this study was to compare results from genomic prediction analyses using …
Genetic architecture of complex traits and accuracy of genomic prediction: coat colour, milk-fat percentage, and type in Holstein cattle as contrasting model traits
… of genomic prediction which can be achieved for this trait with the accuracy of genomic
predictions … demonstrate a clear effect of trait architecture on the accuracy of genomic predictions. …
predictions … demonstrate a clear effect of trait architecture on the accuracy of genomic predictions. …
Genome-wide association mapping and genomic prediction elucidate the genetic architecture of morphological traits in Arabidopsis
… models might also assist in the elucidation of the genetic architecture … genes involved in
plant growth and architecture through the application of GWA mapping and genomic prediction …
plant growth and architecture through the application of GWA mapping and genomic prediction …
Genetic Architecture and Genomic Prediction of Cooking Time in Common Bean (Phaseolus vulgaris L.)
S Diaz, D Ariza-Suarez, R Ramdeen… - Frontiers in Plant …, 2021 - frontiersin.org
… The objective of this study was to investigate the genetic architecture of cooking time in …
combined to identify genomic regions involved in the trait. Genomic prediction methods are …
combined to identify genomic regions involved in the trait. Genomic prediction methods are …
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