Exposure to asbestos can cause the same asbestos-related illnesses in pets as humans. According to the Animal Health Foundation, mesothelioma in pets is rare, and dogs are more likely than cats to develop mesothelioma. Pets may inhale or ingest asbestos fibers when they are airborne.