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 …

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 architecturegenetic 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

L Fang, G Sahana, P Ma, G Su, Y Yu, S Zhang… - BMC genomics, 2017 - Springer
… 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 …

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 …

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 …

Genome-wide prediction of traits with different genetic architecture through efficient variable selection

V Wimmer, C Lehermeier, T Albrecht, HJ Auinger… - Genetics, 2013 - academic.oup.com
… 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 …

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 …

Genetic architecture of complex traits and accuracy of genomic prediction: coat colour, milk-fat percentage, and type in Holstein cattle as contrasting model traits

BJ Hayes, J Pryce, AJ Chamberlain, PJ Bowman… - … genetics, 2010 - journals.plos.org
… 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. …

Genome-wide association mapping and genomic prediction elucidate the genetic architecture of morphological traits in Arabidopsis

R Kooke, W Kruijer, R Bours, F Becker, A Kuhn… - Plant …, 2016 - academic.oup.com
… models might also assist in the elucidation of the genetic architecturegenes involved in
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 …