Many studies have confirmed that targeting VDAC1 drugs PD such as olesoxime [143], 4-phenylbutyrate [41], and idebenone [59] can improve mitochondrial function and may help to fundamentally alleviate PD. The gene discussed is VDAC1; the disease is Parkinson disease.