HMGA2 and cryptorchidism: Furthermore, as size had previously been linked with cryptorchidism risk, and because we identified that cases in our set had a significantly lower adult weight than controls, we took additional steps to confirm that the strong association of HMGA2 with cryptorchidism was a true association rather than simply due to smaller dogs being selected as cases because of their increased risk of cryptorchidism.