Certain lifestyle factors, such as diet, physical activity, and caffeine consumption, have been investigated for their potential influence on Parkinson's disease risk. Some studies suggest that a diet rich in fruits, vegetables, and antioxidants may be associated with a lower risk of PD, while regular physical activity and moderate caffeine intake may also have protective effects.