Results 1 to 10 of about 551,388 (334)
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
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Protein structure prediction in genomics [PDF]
Briefings in Bioinformatics, 2001 As the number of completely sequenced genomes rapidly increases, including now the complete Human Genome sequence, the post-genomic problems of genome-scale protein structure determination and the issue of gene function identification become ever more pressing.
David T. Jones
openalex +4 more sources
Effect of breed composition in genomic prediction using crossbred pig reference population [PDF]
Journal of Animal Science and TechnologyIn contrast to conventional genomic prediction, which typically targets a single breed and circumvents the necessity for population structure adjustments, multi-breed genomic prediction necessitates accounting for population structure to mitigate ...
Euiseo Hong +9 more
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Improving multi-trait genomic prediction by incorporating local genetic correlations [PDF]
Communications BiologyGenomic prediction holds significant potential for advancing precision medicine in humans, as well as accelerating genetic improvement in animals and plants.
Jun Teng +9 more
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Modelling and Using Spatial Effects in Nationwide Historical Data Improve Genomic Prediction of Rice Heading Date in Japan [PDF]
RiceGenomic prediction is a promising strategy for enhancing crop breeding efficiency. Historical data of breeding and cultivation tests from geographically wide regions presumably contain rich information for training genomic prediction models.
Shoji Taniguchi +6 more
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Genomic prediction for rust resistance in pea. [PDF]
Front Plant SciGenomic selection (GS) has become an indispensable tool in modern plant breeding, particularly for complex traits. This study aimed to assess the efficacy of GS in predicting rust (Uromyces pisi) resistance in pea (Pisum sativum), using a panel of 320 pea accessions and a set of 26,045 Silico-Diversity Arrays Technology (Silico-DArT) markers.
Osuna-Caballero S +4 more
europepmc +4 more sources
An investigation of machine learning methods applied to genomic prediction in yellow-feathered broilers [PDF]
Poultry ScienceMachine learning (ML) methods have rapidly developed in various theoretical and practical research areas, including predicting genomic breeding values for large livestock animals.
Bogong Liu +6 more
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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
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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
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Scientific Reports, 2023 We use UK Biobank and a unique IVF family dataset (including genotyped embryos) to investigate sibling variation in both phenotype and genotype. We compare phenotype (disease status, height, blood biomarkers) and genotype (polygenic scores, polygenic ...
Louis Lello +3 more
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