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. This evidence concerns the gene GSTM1 and gastrointestinal stromal tumor.