Genetic parameters, prediction, and selection in a white Guinea yam early‐generation breeding population using pedigree information

A Asfaw, DS Aderonmu, K Darkwa, D De Koeyer… - Crop …, 2021 - Wiley Online Library
… to the additive genetic variance of a trait (Falconer & Mackay, 1996). The variance in additive
genetic value is the fraction of total genetic variance of a quantitative trait that is explained …

[HTML][HTML] Reinventing quantitative genetics for plant breeding: something old, something new, something borrowed, something BLUE

R Bernardo - Heredity, 2020 - nature.com
… for best linear unbiased estimation (BLUE) and prediction. … conjecture that quantitative traits
are controlled by genes that … via different methods (pedigree breeding, bulk method, single-…

[HTML][HTML] Prediction based on estimated breeding values using genealogy for tuber yield and late blight resistance in auto-tetraploid potato (Solanum tuberosum L.)

S Sood, V Bhardwaj, SK Kaushik, S Sharma - Heliyon, 2020 - cell.com
using pedigree BLUP in potato breeding for effective selection in all traits in Indian potato
breeding … As the BLUP uses genetic information of all relatives, the estimation of breeding

Using genomic prediction to detect microevolutionary change of a quantitative trait

DC Hunter, B Ashraf, C Bérénos… - … of the Royal …, 2022 - royalsocietypublishing.org
… The primary aim of this study was to investigate the use of genomic prediction as an alternative
to a pedigree-based animal model approach to studying microevolutionary trends. There …

Machine learning for genomic and pedigree prediction in sugarcane

M Inamori, T Kimura, M Mori, Y Tarumoto… - The Plant …, 2024 - Wiley Online Library
… -additive genetic effects is essential in genome prediction (GP… non-additive genetic effects
and pedigree information using … track sugarcane breeding lines and enhance the prediction by …

[HTML][HTML] Accurate prediction of a quantitative trait using the genes controlling the trait for gene-based breeding in cotton

YH Liu, Y Xu, M Zhang, Y Cui, SH Sze… - Frontiers in plant …, 2020 - frontiersin.org
prediction of cotton fiber length, a typical quantitative trait, using 474 cotton (Gossypium ssp.)
fiber length (GFL) genes and … Accuracy of pedigree and genomic predictions of carcass and …

[HTML][HTML] Strengthening public breeding pipelines by emphasizing quantitative genetics principles and open source data management

G Covarrubias-Pazaran, JWR Martini… - Frontiers in Plant …, 2021 - frontiersin.org
… such as pedigree BLUP (Best Linear Unbiased Predictor) or … 6) Use and document
selection indices or independent … when breeding for several quantitative traits simultaneously. …

[HTML][HTML] Breeding with major and minor genes: genomic selection for quantitative disease resistance

LF Merrick, AB Burke, X Chen, AH Carter - Frontiers in Plant Science, 2021 - frontiersin.org
… Our results indicate that GS can accurately predict quantitative … improve both qualitative
and quantitative traits. Qualitative … BL population with similar pedigree sources of stripe rust …

Modelling selection response in plant-breeding programs using crop models as mechanistic gene-to-phenotype (CGM-G2P) multi-trait link functions

M Cooper, O Powell, KP Voss-Fels, CD Messina… - … silico Plants, 2021 - academic.oup.com
… Over multiple cycles of the breeding program, complex pedigree … design of model-based
prediction methods for plant breeding. … , or Quantitative Trait Loci (QTL), involved in the genetic

The application of quantitative genetics theory to plant breeding problems

SK Martin - World Soybean Research Conference III, 2022 - taylorfrancis.com
… In fact, many practices, such as the pedigree method, were … Studies of gene action in
quantitative traits of the soybean have … Prediction of genetic advance associated with a breeding