 Genome-wide association analysis has identified a number of genes and chromosome regions associated with various dairy traits in modern holstains. These findings can be used to better understand the underlying mechanisms of these traits and inform future breeding decisions. This article was authored by Van Tassel-Curtis P, Crookabryan A, Lola Thomas J, and others.