Soft tissue cancer, also known as soft tissue sarcoma, is a type of cancer that develops in the tissues that connect, support, and surround other body structures. This includes muscles, fat, blood vessels, nerves, tendons, and the lining of the joints. Although relatively rare, it can occur in any part of the body.