Association of metabolic syndrome and its components with Parkinson’s disease: a cross-sectional study
Metabolic Syndrome
Male
Adult
0301 basic medicine
Research
Parkinson Disease
Middle Aged
RC648-665
Nutrition Surveys
Metabolic syndrome
Diseases of the endocrine glands. Clinical endocrinology
Parkinson’s Disease
03 medical and health sciences
Cross-Sectional Studies
Risk Factors
Hypertension
Diabetes Mellitus
Humans
Female
Aged
DOI:
10.1186/s12902-024-01623-3
Publication Date:
2024-06-19T03:40:29Z
AUTHORS (4)
ABSTRACT
Abstract
Background
The interrelation between metabolic syndrome (MetS) and Parkinson’s disease (PD) likely arises from shared pathological mechanisms. This study thus aims to examine the impact of MetS and its components on PD.
Methods
This study utilized data extracted from the National Health and Nutrition Examination Survey database spanning 1999 to 2020. The random forest algorithm was applied to fill in the missing data. Propensity score optimal full matching was conducted. The data were adjusted by total weights derived from both sampling and matching weights. The weighted data were utilized to create multifactor logistic regression models. Odds ratios (ORs) and average marginal effects, along with their corresponding 95% confidence intervals (CIs), were calculated.
Results
MetS did not significantly affect the risk of PD (OR: 1.01; 95% CI: 0.77, 1.34; P = 0.92). Hypertension elevated the risk of PD (OR: 1.33; 95% CI: 1.01, 1.76; P = 0.045), accompanied by a 0.26% increased probability of PD occurrence (95% CI: 0.01%, 0.52%; P = 0.04). Diabetes mellitus (DM) had a 1.38 times greater likelihood of developing PD (OR:1.38; 95% CI: 1.004, 1.89; P = 0.046), corresponding to a 0.32% increased probability of PD occurrence (95% CI: -0.03%, 0.67%; P = 0.07). Nevertheless, no correlation was observed between hyperlipidemia, waist circumference and PD.
Conclusion
MetS does not affect PD; however, hypertension and DM significantly increase the risk of PD.
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