Just to throw out another possibility besides/in addition to pollution exposure: Viral infection has been shown to be a contributor to diseases like Alzheimer’s and MS, at least (not sure about Parkinson’s). I wonder if lower person-to-person contact in rural areas buffers people from infections and therefore these diseases.