Although the Amish are a genetically homogeneous group , the study of volunteers ' genotypes still showed a genetic diversity that reflected the makeup of the general Caucasian population : Specifically , they exhibited a range of variations on the FTO gene , which previous studies have associated with obesity and high body mass index , or BMI .