On the road to breeding 4.0: unraveling the good, the bad, and the boring of crop quantitative genomics

JG Wallace, E Rodgers-Melnick… - Annual review of …, 2018 - annualreviews.org
Understanding the quantitative genetics of crops has been and will continue to be central to
maintaining and improving global food security. We outline four stages that plant breeding …

Genomic selection in crops, trees and forages: a review

Z Lin, BJ Hayes, HD Daetwyler - Crop and Pasture Science, 2014 - CSIRO Publishing
Genomic selection is now being used at an accelerating pace in many plant species. This
review first discusses the factors affecting the accuracy of genomic selection, and then …

[HTML][HTML] Investigating drought tolerance in chickpea using genome-wide association mapping and genomic selection based on whole-genome resequencing data

Y Li, P Ruperao, J Batley, D Edwards, T Khan… - Frontiers in Plant …, 2018 - frontiersin.org
Drought tolerance is a complex trait that involves numerous genes. Identifying key causal
genes or linked molecular markers can facilitate the fast development of drought tolerant …

Genomic selection in hybrid breeding

Y Zhao, MF Mette, JC Reif - Plant Breeding, 2015 - Wiley Online Library
While hybrid breeding is widely applied in outbreeding species, for many self‐pollinating
crop plants, it has only recently been established. This may have had its reason in the …

[HTML][HTML] Genomic selection across multiple breeding cycles in applied bread wheat breeding

S Michel, C Ametz, H Gungor, D Epure… - Theoretical and Applied …, 2016 - Springer
Key message We evaluated genomic selection across five breeding cycles of bread wheat
breeding. Bias of within-cycle cross-validation and methods for improving the prediction …

Modeling genotype× environment interaction for genomic selection with unbalanced data from a wheat breeding program

B Lado, PG Barrios, M Quincke, P Silva… - Crop …, 2016 - Wiley Online Library
Genomic selection (GS) has successfully been used in plant breeding to improve selection
efficiency and reduce breeding time and cost. However, there is not a clear strategy on how …

Advances in integrated genomic selection for rapid genetic gain in crop improvement: a review

C Anilkumar, NC Sunitha, Harikrishna, NB Devate… - Planta, 2022 - Springer
Main conclusion Genomic selection and its importance in crop breeding. Integration of GS
with new breeding tools and developing SOP for GS to achieve maximum genetic gain with …

Genomic selection in wheat: optimum allocation of test resources and comparison of breeding strategies for line and hybrid breeding

CFH Longin, X Mi, T Würschum - Theoretical and Applied Genetics, 2015 - Springer
Key message The implementation of genomic selection in breeding programs can be
recommended for hybrid and line breeding in wheat. Abstract High prediction accuracies …

Domestication and Breeding of Jatropha curcas L.

JM Montes, AE Melchinger - Trends in plant science, 2016 - cell.com
Jatropha curcas L.(jatropha) has a high, untapped potential to contribute towards
sustainable production of food and bioenergy, rehabilitation of degraded land, and reduction …

Optimum breeding strategies using genomic selection for hybrid breeding in wheat, maize, rye, barley, rice and triticale

JJ Marulanda, X Mi, AE Melchinger, JL Xu… - Theoretical and applied …, 2016 - Springer
Key message A breeding strategy with moderate nursery selection followed by genomic
selection and one-stage phenotypic selection maximizes annual selection gain for grain …