[HTML][HTML] Genomic resources in plant breeding for sustainable agriculture

M Thudi, R Palakurthi, JC Schnable… - Journal of Plant …, 2021 - Elsevier
Climate change during the last 40 years has had a serious impact on agriculture and
threatens global food and nutritional security. From over half a million plant species, cereals …

Genomic selection in plant breeding: Key factors shaping two decades of progress

A Alemu, J Åstrand, OA Montesinos-Lopez… - Molecular Plant, 2024 - cell.com
Genomic selection, the application of genomic prediction (GP) models to select candidate
individuals, has significantly advanced in the past two decades, effectively accelerating …

[HTML][HTML] Simultaneous selection for grain yield and protein content in genomics-assisted wheat breeding

S Michel, F Löschenberger, C Ametz, B Pachler… - Theoretical and Applied …, 2019 - Springer
Key message Large genetic improvement can be achieved by simultaneous genomic
selection for grain yield and protein content when combining different breeding strategies in …

[HTML][HTML] Bayesian analysis and prediction of hybrid performance

FC Alves, ÍSC Granato, G Galli, DH Lyra… - Plant Methods, 2019 - Springer
Background The selection of hybrids is an essential step in maize breeding. However,
evaluating a large number of hybrids in field trials can be extremely costly. However …

Revisiting hybrid breeding designs using genomic predictions: simulations highlight the superiority of incomplete factorials between segregating families over topcross …

AI Seye, C Bauland, A Charcosset… - Theoretical and Applied …, 2020 - Springer
Key message Simulations showed that hybrid performances issued from an incomplete
factorial between segregating families of two heterotic groups enable to calibrate genomic …

Genome-wide regression models considering general and specific combining ability predict hybrid performance in oilseed rape with similar accuracy regardless of …

CR Werner, L Qian, KP Voss-Fels, A Abbadi… - Theoretical and applied …, 2018 - Springer
Abstract Key Message Genomic prediction using the Brassica 60 k genotyping array is
efficient in oilseed rape hybrids. Prediction accuracy is more dependent on trait complexity …

[HTML][HTML] Stacked ensembles on basis of parentage information can predict hybrid performance with an accuracy comparable to marker-based GBLUP

PG Heilmann, M Frisch, A Abbadi, T Kox… - Frontiers in Plant …, 2023 - frontiersin.org
Testcross factorials in newly established hybrid breeding programs are often highly
unbalanced, incomplete, and characterized by predominance of special combining ability …

Accelerating forest tree breeding by integrating genomic selection and greenhouse phenotyping

FC Alves, KM Balmant, MFR Resende Jr… - The Plant …, 2020 - Wiley Online Library
Breeding forest species can be a costly and slow process because of the extensive areas
needed for field trials and the long periods (eg, five years) that are required to measure …

Three-way cross hybrid abalone exhibit heterosis in growth performance, thermal tolerance, and hypoxia tolerance

Q Xiao, Y Shen, Y Gan, Y Wang, J Zhang, Z Huang… - Aquaculture, 2022 - Elsevier
Abalone is an economically important aquaculture resource worldwide, with high
commercial value. Abalone productivity, stress resistance, and profitability have been …

[HTML][HTML] Prediction of heterosis in the recent rapeseed (Brassica napus) polyploid by pairing parental nucleotide sequences

Q Wang, T Yan, Z Long, LY Huang, Y Zhu, Y Xu… - PLoS …, 2021 - journals.plos.org
The utilization of heterosis is a successful strategy in increasing yield for many crops.
However, it consumes tremendous manpower to test the combining ability of the parents in …