Candidate drugs were predicted using bioinformatic approaches and validated through molecular docking.<h4>Results</h4>CASP1, CCNA2, and INHBE were identified as three core common candidate genes that may be associated with NAFLD and PD. Here, CCNA2 is linked to Parkinson disease.