A Million Veteran Program analysis of 431,107 participants identified two independent variants at the GLP-1 receptor locus that each raise body mass index. After adjusting for BMI, one variant retains its association with type 2 diabetes (BMI-independent pathway) while the other fully attenuates (BMI-mediated pathway). The result refines the genetic architecture at this drug-class target.