Peritoneal Mesothelioma Not Caused by Asbestos Cancerous cells, referred to as peritoneal melanoma, form in the lining of the stomach or abdominal cavity. It is the second most common mesothelioma type. Asbestos fibers can cause irritation to the cells of your peritoneum and trigger gene mutations that lead to mesothelioma.