Mesothelioma - A Rare Asbestos Disease Mesothelioma is a rare cancer that is found in the interior organs' linings which is most often the lung (pleura) and, less frequently the abdomen (peritoneum). The chance of developing the disease is increased when asbestos is exposed. Exposure to asbestos, a mineral fiber