This systematic review aimed to summarize the effects of different exercise training programs on the regulation of protein or gene expressions in inflammatory, apoptotic, BDNF/GDNF, and dopaminergic signaling pathways, and their contribution to nigrostriatal neuronal protection and motor function recovery in various animal models of Parkinson’s disease. The gene discussed is GDNF; the disease is Parkinson disease.