Mesothelioma and Asbestosis There are a few key differences between mesothelioma and asbestosis despite the fact both diseases are triggered by asbestos exposure. Mesothelioma on the other hand, is a cancer. Mesothelioma can develop in the linings of specific organs or tissues, like the membranes that cover the abdominal cavity