Using the network diagram of disease and drug-related genes after random walk, we found the key linkage between Parkinson's disease and phenylhexol, a drug for the treatment of Parkinson's disease α-synuclein and tau protein, which provide a useful exploration for the effectiveness of the treatment of Parkinson's disease. This evidence concerns the gene MAPT and Parkinson disease.