Results 11 to 20 of about 333,629 (311)
Genome position specific priors for genomic prediction [PDF]
BMC Genomics, 2012 Background The accuracy of genomic prediction is highly dependent on the size of the reference population. For small populations, including information from other populations could improve this accuracy.
Brøndum Rasmus +5 more
doaj +6 more sources
, 2020 Genomic prediction is transforming animal and plant breeding and its utility to predict human disease risk is being explored. The method aims to predict an individual’s future phenotype based on only a DNA test.
Zibei Lin (7869893) +2 more
core +2 more sources
Development of genomic prediction in sorghum
Crop Science, 2018 Genomic selection can increase the rate of genetic gain in plant breeding programs by shortening the breeding cycle. Gain can also be increased through higher selection intensities, as the size of the population available for selection can be increased ...
Emma S. Mace +10 more
core +6 more sources
Predicting the accuracy of genomic predictions [PDF]
Genetics Selection Evolution, 2021 Abstract Background Mathematical models are needed for the design of breeding programs using genomic prediction. While deterministic models for selection on pedigree-based estimates of breeding values (PEBV) are available, these have not been fully developed for genomic selection, with a key missing component being the ...
Dekkers, Jack C. M. +2 more
openaire +4 more sources
Genomic Prediction for Twin Pregnancies [PDF]
Animals, 2021 Twinning is a multifactorial trait influenced by both genetic and environmental factors that can negatively impact animal welfare and economic sustainability on commercial dairy operations. To date, using genetic selection as a tool for reducing twinning rates on commercial dairies has been proposed, but not yet implemented.
Shaileen P. McGovern +6 more
openaire +3 more sources
Genomics-aided structure prediction [PDF]
Proceedings of the National Academy of Sciences, 2012 We introduce a theoretical framework that exploits the ever-increasing genomic sequence information for protein structure prediction. Structure-based models are modified to incorporate constraints by a large number of non-local contacts estimated from direct coupling analysis (DCA) of co-evolving genomic sequences.
Sulkowska, Joanna I. +4 more
openaire +3 more sources
Promoter prediction in the human genome [PDF]
Bioinformatics, 2001 Abstract Computational prediction of eukaryotic polII promoters has been one of the most elusive problems despite considerable effort devoted to the study. Researchers have looked for various types of signals around the transcriptional start site (TSS), viz.
Sridhar Hannenhalli, Samuel Levy
openaire +2 more sources
Genomic prediction using subsampling [PDF]
BMC Bioinformatics, 2017 Genome-wide assisted selection is a critical tool for the genetic improvement of plants and animals. Whole-genome regression models in Bayesian framework represent the main family of prediction methods. Fitting such models with a large number of observations involves a prohibitive computational burden. We propose the use of subsampling bootstrap Markov
Alencar Xavier +3 more
openaire +2 more sources
The impact of genomic relatedness between populations on the genomic estimated breeding values
Journal of Animal Science and Biotechnology, 2018 In genomic selection, prediction accuracy is highly driven by the size of animals in the reference population (RP). Combining related populations from different countries and regions or using a related population with large size of RP has been considered
Peipei Ma +7 more
doaj +1 more source
Bayesian methods for jointly estimating genomic breeding values of one continuous and one threshold trait. [PDF]
PLoS ONE, 2017 Genomic selection has become a useful tool for animal and plant breeding. Currently, genomic evaluation is usually carried out using a single-trait model.
Chonglong Wang +5 more
doaj +1 more source