Mesothelioma and Asbestosis Both diseases are triggered by asbestos exposure There are some significant differences between mesothelioma as well as asbestosis. Mesothelioma, on one side, is a cancer. Mesothelioma can occur in the linings of certain organs or tissues, like the membranes that cover the abdominal cavity and the lungs.