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Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
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Motor dysfunction in Parkinson's patients: depression differences in a latent growth model
QiuShuang Wang1, Jing Bian2, Yi Sun1
1Department of Biostatistics, School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China.
Frontiers in Aging Neuroscience
|June 18, 2024
Summary
Parkinson's disease motor dysfunction follows a quadratic growth curve. Increased depression exacerbates motor symptoms, indicating a complex, evolving relationship over time.
Area of Science:
- Neurology
- Psychiatry
- Biostatistics
Background:
- Parkinson's disease (PD) is a neurodegenerative disorder characterized by motor and non-motor symptoms.
- Motor dysfunction progression and its relationship with psychological factors like depression are critical for understanding PD.
- Latent growth modeling (LGM) offers a robust framework for analyzing longitudinal changes in complex diseases.
Purpose of the Study:
- To elucidate the developmental trajectory of motor dysfunction in Parkinson's disease patients using LGM.
- To investigate the longitudinal relationship between depression and motor dysfunction in PD.
- To determine if depression influences the rate and pattern of motor symptom progression.
Main Methods:
- Utilized four-year follow-up data from 389 Parkinson's Progression Marker Initiative (PPMI) participants.
- Employed univariate and parallel growth latent growth models (LGM) to analyze motor dysfunction and depression.
- Examined motor dysfunction trajectory and its association with depression as a covariate and parallel growth variable.
Main Results:
- Motor dysfunction in PD patients demonstrated a significant quadratic growth trajectory, indicating accelerating severity with decelerating growth rate.
- Depression levels were positively correlated with motor dysfunction severity at multiple time points.
- Significant associations were found between depression and motor dysfunction intercepts, slopes, and quadratic factors, highlighting a complex interplay.
Conclusions:
- Motor dysfunction in Parkinson's disease follows a non-linear, quadratic developmental path.
- Depression is intricately linked to motor dysfunction, influencing its initial severity, progression rate, and quadratic changes.
- Managing depressive symptoms may be crucial for mitigating motor symptom deterioration in PD patients.
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