Genomic selection (GS) facilitates the rapid selection of superior genotypes and accelerates
the breeding cycle. In this review, we discuss the history, principles, and basis of GS and …

Agricultural production faces a Herculean challenge to feed the increasing global
population. Food production systems need to deliver more with finite land and water …

Identifying mechanisms and pathways involved in gene–environment interplay and
phenotypic plasticity is a long-standing challenge. It is highly desirable to establish an …

Molecular evolution offers an insightful theory to interpret the genomic consequences of
thermal adaptation to previous events of climate change beyond range shifts. However …

Genome-wide association study (GWAS) and genomic prediction (GP) are extensively
employed to accelerate genetic gain and identify QTL in plant breeding. In this study, 1,317 …

Key message GWAS on multi-environment data identified genomic regions associated with
trade-offs for grain weight and grain number. Abstract Grain yield (GY) can be dissected into …

To accelerate genetic gains in breeding, physiological trait (PT) characterization of
candidate parents can help make more strategic crosses, increasing the probability of …

Genomic selection, the application of genomic prediction (GP) models to select candidate
individuals, has significantly advanced in the past two decades, effectively accelerating …

Multi-environment trials are routinely conducted in plant breeding to select candidates for
the next selection cycle. In this study, we compare the prediction accuracy of four developed …

In this study, we used genotype× environment interactions (G× E) models for hybrid
prediction, where similarity between lines was assessed by pedigree and molecular …