APOB and metabolic syndrome: In addition, married status, education, diet quality score, alcohol consumption, leisure-time physical activity, hypertension, dyslipidemia, BMI, ApoB/ApoA1 ratio, ApoA1, ApoB, and HbA1c factors were not significantly associated with risk of incident PD.