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Updated: Apr 11, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Unraveling predictors affecting compliance to MRI in Parkinson's disease
Claudia Cacciari1, Clelia Pellicano2, Luca Cravello3
1IRCCS Santa Lucia Foundation, Via Ardeatina 306, 00179 Rome, Italy.
Introduction:
Magnetic resonance imaging (MRI) is a sensitive, noninvasive and widely available technique for studying Parkinson's disease (PD) from both research and clinical perspective. Several issues may physically impede execution of MRI. Moreover, the severity of motor or non-motor symptoms of PD might reduce compliance to MRI. Here we investigated predictors affecting compliance to MRI in PD patients.
Methods:
Two-hundred-thirty-six PD patients underwent clinical, neuropsychological and neuropsychiatric investigations. Accordingly to their ability/inability to perform MRI scan, they were divided into 3 groups. Forty-two patients had physical incompatibility to MRI (PI); 51 patients refused to undergo scan during the MRI evaluation session (RR); 143 patients accepted to undergo and successfully completed MRI (SP). Multivariate/Univariate Analyses of Variance, followed by Bonferroni's post-hoc comparisons, were used to assess differences among groups. To identify predictors of compliance to MRI scan in the whole PD sample (SP vs. RR + PI) we carried out a logistic regression analysis.
Results:
PI subjects were significantly older, had higher UPRDRS-III score, received lower daily dopamine agonist doses, and displayed worse cognitive performances than SP. RR subjects had significantly higher anxiety severity than SP. Lower daily dopamine agonist equivalents and higher anxiety scores were the significant whole predictors of not compliance to MRI in the logistic regression analysis.
Conclusions:
These results show that demographic, neuropsychological and neuropsychiatric features may limit compliance to MRI in PD, and provide valuable aid for setting and interpreting research and clinical MRI studies in PD.
Insights
Predictors of magnetic resonance imaging (MRI) compliance in Parkinson's disease (PD) patients include older age, higher motor impairment, worse cognition, lower dopamine agonist doses, and increased anxiety. These factors are crucial for successful PD research and clinical MRI studies.
Area of Science:
- Neurology
- Medical Imaging
Background:
- Magnetic resonance imaging (MRI) is a key tool for Parkinson's disease (PD) research and clinical practice.
- Physical limitations and symptom severity in PD can hinder MRI completion.
- Identifying factors influencing MRI compliance is essential for effective patient studies.
Purpose of the Study:
- To investigate predictors of MRI compliance in Parkinson's disease patients.
- To differentiate between physically incompatible and refusal groups for MRI scans.
- To identify demographic, clinical, and psychological factors affecting MRI participation.
Main Methods:
- 236 PD patients were assessed clinically, neuropsychologically, and neuropsychiatrically.
- Patients were categorized into physically incompatible (PI), refusal (RR), and successful completion (SP) groups.
- Multivariate/Univariate ANOVAs and logistic regression were used to analyze compliance predictors.
Main Results:
- Physically incompatible patients were older, had higher motor scores (UPDRS-III), lower dopamine doses, and poorer cognition.
- Patients who refused MRI (RR) exhibited higher anxiety levels.
- Lower dopamine equivalents and higher anxiety scores significantly predicted non-compliance.
Conclusions:
- Demographic, cognitive, and psychiatric factors significantly impact MRI compliance in PD.
- Understanding these predictors aids in designing and interpreting PD MRI studies.
- Addressing patient-specific factors can improve participation rates in neuroimaging research.
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