Soft tissue sarcomas are rarely associated with mutations of the MEN1 gene. We report a patient with a large retroperitoneal pleomorphic liposarcoma harboring a rare mutation of the MEN1 gene not previously reported to be associated with soft tissue sarcomas. This report expands the known spectrum of MEN1-associated cancers.