Peritoneal Mesothelioma Not Caused by Asbestos The cancerous cells referred to as peritoneal mesothelioma develop in the lining your stomach or abdominal cavity. It is the second most prevalent mesothelioma type. Asbestos fibers can cause irritation to the cells in your peritoneum and cause gene mutations that can cause mesothelioma.