Peritoneal Mesothelioma Not Caused by Asbestos Peritoneal mesothelioma cancer develops in the stomach lining or abdominal cavity. It is the second most frequent mesothelioma form. Asbestos fibers may irritate the peritoneal cells and cause mutations in the genes that cause mesothelioma. They can also cause fluid buildup and cellular accumulation