Peritoneal Mesothelioma Not Caused by Asbestos Peritoneal mesothelioma cancer is found in the lining of your stomach or abdominal cavity. It is the second most prevalent form of mesothelioma. Asbestos fibers could cause irritation to the peritoneal cells and cause gene mutations that lead to mesothelioma. They can also trigger