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) …

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 …

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

Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction

Y Xu, X Zhang, H Li, H Zheng, J Zhang, MS Olsen… - Molecular Plant, 2022 - cell.com
… The first paradigm of plant breeding involves direct selection-based phenotypic observation,
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

T Singhal, CT Satyavathi, SP Singh, A Kumar… - Frontiers in Plant …, 2021 - frontiersin.org
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 …

KAML: improving genomic prediction accuracy of complex traits using machine learning determined parameters

L Yin, H Zhang, X Zhou, X Yuan, S Zhao, X Li, X Liu - Genome biology, 2020 - Springer
quantitative traits that underlie different geneticpedigree information, we compared the
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

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 …

Genomic prediction of Fusarium head blight resistance in early stages using advanced breeding lines in hard winter wheat

J Zhang, HS Gill, NK Brar, J Halder, S Ali, X Liu… - The Crop Journal, 2022 - Elsevier
… 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 …

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 …