
Climate-Resilient Cereal Breeding with Graph Pangenomes, Envirotyping, and Reaction-Norm Genomic Prediction
The utility of graph pangenomes to increase the amount of genetic variation available for cereal breeding and their incremental predictive value in the context of environmental or population transfer remain to be determined. We evaluated published graph-derived structural variants (SVs), environmental descriptors, and reaction-norm prediction in foxtail millet (Setaria italica). The main panicle grain weight of 680 accessions was observed in eight dated environments, with 5,283 observations obta
