Exposure to certain environmental toxins and chemicals has been associated with an increased risk of Parkinson's disease. Pesticides, herbicides, industrial chemicals, and heavy metals such as lead and manganese have been implicated as potential environmental risk factors for PD. Rural living and agricultural occupations, where exposure to pesticides may be more common, have been linked to a higher risk of Parkinson's disease.