Mesothelioma and Asbestosis Both diseases are triggered by exposure to asbestos, there are several significant differences between mesothelioma as well as asbestosis. Mesothelioma on the other side, is a cancer. Mesothelioma can develop in the linings of certain organs or tissues, such as the membranes that surround the abdominal cavity,