Mesothelioma and Asbestosis While both diseases are caused by exposure to asbestos There are a few important differences between mesothelioma and asbestosis. Mesothelioma on the other hand, is a cancer. Mesothelioma can develop in the linings of certain organs or tissues, like the membranes that cover the abdominal cavity and