Genome‐based prediction of multiple wheat quality traits in multiple years

MI Ibba, J Crossa, OA Montesinos‐López… - The plant …, 2020 - Wiley Online Library
Wheat quality improvement is an important objective in all wheat breeding programs.
However, due to the cost, time and quantity of seed required, wheat quality is typically …

Multi-trait multi-environment genomic prediction for end-use quality traits in winter wheat

KS Sandhu, SS Patil, M Aoun, AH Carter - Frontiers in Genetics, 2022 - frontiersin.org
Soft white wheat is a wheat class used in foreign and domestic markets to make various end
products requiring specific quality attributes. Due to associated cost, time, and amount of …

[PDF][PDF] Multi-trait and trait-assisted genomic prediction of winter wheat quality traits using advanced lines from four breeding cycles

PS Kristensen, A Jahoor, JR Andersen… - Hapres CBGG; Crop …, 2019 - pure.au.dk
Genetically correlated traits can be used for improving predictive abilities of genomic
predictions including several traits in multi-trait models. Here, the wheat quality traits …

Genomic selection for grain yield and quality traits in durum wheat

JK Haile, A N'Diaye, F Clarke, J Clarke, R Knox… - Molecular …, 2018 - Springer
The prediction accuracies of genomic selection depend on several factors, including the
genetic architecture of target traits, the number of traits considered at a given time, and the …

Multi-trait genomic-enabled prediction enhances accuracy in multi-year wheat breeding trials

A Montesinos-López, DE Runcie, MI Ibba… - G3, 2021 - academic.oup.com
Implementing genomic-based prediction models in genomic selection requires an
understanding of the measures for evaluating prediction accuracy from different models and …

An overview of key factors affecting genomic selection for wheat quality traits

I Plavšin, J Gunjača, Z Šatović, H Šarčević, M Ivić… - Plants, 2021 - mdpi.com
Selection for wheat (Triticum aestivum L.) grain quality is often costly and time-consuming
since it requires extensive phenotyping in the last phases of development of new lines and …

Multi-trait multi-environment genomic prediction of agronomic traits in advanced breeding lines of winter wheat

HS Gill, J Halder, J Zhang, NK Brar, TS Rai… - Frontiers in Plant …, 2021 - frontiersin.org
Genomic prediction is a promising approach for accelerating the genetic gain of complex
traits in wheat breeding. However, increasing the prediction accuracy (PA) of genomic …

Evaluation of eight Bayesian genomic prediction models for three micronutrient traits in bread wheat (Triticum aestivum L.)

PK Meher, A Gupta, S Rustgi, RR Mir… - The Plant …, 2023 - Wiley Online Library
In wheat, genomic prediction accuracy (GPA) was assessed for three micronutrient traits
(grain iron, grain zinc, and β‐carotenoid concentrations) using eight Bayesian regression …

Predicting hybrid performances for quality traits through genomic-assisted approaches in Central European wheat

G Liu, Y Zhao, M Gowda, CFH Longin, JC Reif… - PLoS …, 2016 - journals.plos.org
Bread-making quality traits are central targets for wheat breeding. The objectives of our
study were to (1) examine the presence of major effect QTLs for quality traits in a Central …

Multivariate genomic selection models improve prediction accuracy of agronomic traits in soft red winter wheat

ZJ Winn, DL Larkin, DN Lozada, N DeWitt… - Crop …, 2023 - Wiley Online Library
Univariate genomic selection (UVGS) is an important tool for increasing genetic gain and
multivariate GS (MVGS), where correlated traits are included in genomic selection, which …