Predictive breeding in maize during the last 90 years
R Bernardo - Crop science, 2021 - Wiley Online Library
… quantitative trait loci … My developing GBLUP in 1994 was simply the result of integrating
the work of two other scientists: a pedigree-based best linear unbiased prediction (BLUP) …
the work of two other scientists: a pedigree-based best linear unbiased prediction (BLUP) …
Genomic prediction and selection for fruit traits in winter squash
CO Hernandez, LE Wyatt… - … , Genomes, Genetics, 2020 - academic.oup.com
… Genomic selection (GS) has emerged as a promising method for leveraging these data for
the improvement of quantitative traits. In GS, whole-genome markers are used to capture the …
the improvement of quantitative traits. In GS, whole-genome markers are used to capture the …
Integrating genome‐wide association mapping of additive and dominance genetic effects to improve genomic prediction accuracy in Eucalyptus
B Tan, PK Ingvarsson - The Plant Genome, 2022 - Wiley Online Library
… the genetic control of complex traits. Still, a significant challenge for dissecting quantitative
traits in … The parents were assigned to the six subpopulations according to individual ancestry …
traits in … The parents were assigned to the six subpopulations according to individual ancestry …
Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction
… The first paradigm of plant breeding involves direct selection-based phenotypic observation,
… breeding using statistical models for quantitative traits constructed based on genetic …
… breeding using statistical models for quantitative traits constructed based on genetic …
Multi-environment quantitative trait loci mapping for grain iron and zinc content using bi-parental recombinant inbred line mapping population in pearl millet
… quantitative trait loci (QTLs) for iron (Fe) and zinc (Zn) content from three distinct production
environments. We generated a genetic linkage map using 210 … Pedigree of the parental lines …
environments. We generated a genetic linkage map using 210 … Pedigree of the parental lines …
KAML: improving genomic prediction accuracy of complex traits using machine learning determined parameters
… quantitative traits that underlie different genetic … pedigree information, we compared the
prediction accuracy performances of PBLUP (with the relationship matrix derived from pedigree …
prediction accuracy performances of PBLUP (with the relationship matrix derived from pedigree …
Genomic selection and its research progress in aquaculture breeding
H Song, T Dong, X Yan, W Wang, Z Tian… - Reviews in …, 2023 - Wiley Online Library
… prediction (BLUP), 6 which combines pedigree and phenotype records … total genetic variance
available. A basic assumption of GS is that every QTL or gene that affects quantitative traits …
available. A basic assumption of GS is that every QTL or gene that affects quantitative traits …
Genomic prediction: progress and perspectives for rice improvement
J Bartholomé, PT Prakash, JN Cobb - … Prediction of Complex Traits …, 2022 - Springer
… prediction can be a powerful tool to achieve greater rates of genetic gain for quantitative traits
… our historical lines, pedigree data stored in the genealogy management system was used …
… our historical lines, pedigree data stored in the genealogy management system was used …
Genomic prediction of Fusarium head blight resistance in early stages using advanced breeding lines in hard winter wheat
… Being quantitative in nature, resistance to FHB is governed by multiple quantitative trait
loci (QTL) and highly influenced by changing environments. Resistance to FHB has been …
loci (QTL) and highly influenced by changing environments. Resistance to FHB has been …
Sequencing depth and genotype quality: accuracy and breeding operation considerations for genomic selection applications in autopolyploid crops
DC Gemenet, H Lindqvist-Kreuze, B De Boeck… - … and Applied Genetics, 2020 - Springer
… Additionally, since the predictions in the current study are … methods have involved identifying
quantitative trait loci (QTL) … cultivars through plant breeding to date, especially for complex …
quantitative trait loci (QTL) … cultivars through plant breeding to date, especially for complex …