In this small, yet novel, case-only study of genetic risk factors for GIST tumor subtypes we identified several variants in CYP1B1, RAD23B, GSTM1, and ERCC2 that we believe are worthy of further investigation. Here, CYP1B1 is linked to gastrointestinal stromal tumor.