GENEVA is unusual in the diversity of its studies, yet the issues it has had to face in sharing data are common to all collaborations. GENEVA's harmonization efforts have important applications to current consortia that struggle with study heterogeneity but that seek to maximize the use and value of their data or extend their current data to explore the genetic architecture of novel but relevant traits.