To achieve data interoperability, the adoption of standard data formats and vocabularies is essential (24). The incorporation of PhenX measures into individual studies at the experimental design stage and/or prior to collecting the data will make it possible to easily combine data from multiple, largely unrelated studies. Combining studies generates increased statistical power and the ability to detect both more subtle and more complex—and, perhaps, unexpected—gene associations.