The breeding programs of the Breed4Food partners rely on genomic selection. Advances in genomics and molecular biology facilitate that increasingly more genomic information becomes available, both in terms of different types of structural genomic variation, but also for increasingly larger numbers of individuals. This theme focusses on research on how to best use this wealth of information, and on the development of tools and software to efficiently estimate genomic breeding values from the rapidly increasing reference populations.