Soft tissue sarcoma exhibits the highest mutation rate (>30%) for HDAC4, while non-small cell lung cancer and melanoma have the second highest frequency of HDAC4 gene alterations (15-17%)28. The gene discussed is HDAC4; the disease is soft tissue sarcoma.