After considered and adjusted age, gender, educated years, APOE ε4 carrying status, and PD duration, we found the significant correlations between CSF NfL levels and cognition severity (MoCA, β = −0.031, p = 0.045) in de novo PD patients. This evidence concerns the gene APOE and Parkinson disease.