Category: Parkinsonism, Others
Objective: Using the unique advantages of Item Response Theory (IRT), we developed unidimensional and multidimensional models to investigate non-tremor and tremor MDS-UPDRS Part 3 changes occurring longitudinally in an interventional PD study.
Background: Although non-tremor and tremor Part 3 MDS-UPDRS items measure different impairment domains, their distinct progression and drug responsivity patterns have not been studied longitudinally.
Method: With unidimensional longitudinal IRT, we conducted a post hoc analysis of the 33 Part 3 item data of 336 early PD subjects from the STEADY-PD-III (placebo vs. isradipine) study. With multidimensional longitudinal IRT, we separated the 23 non-tremor items from the 10 tremor items. The rates of progression, related to time and treatment, in overall motor severity and in non-tremor and tremor domains were assessed using Markov Chain Monte Carlo implemented in Stan.
Results: Regardless of treatment, subjects showed statistically significant but different time-based deterioration rates for total motor (0.123 theta values per year), non-tremor (0.120 theta values per year), and tremor scores (0.123 theta values per year). Isradipine was associated with additional significant deterioration over the placebo group both in Part 3 total score (added rate of 0.065 theta values per year) and non-tremor sum score (added rate of 0.075 theta values per year), but not in the tremor sum score. Further highlighting the different progression patterns, non-tremor and tremor severity changes were positively but weakly correlated (correlation coefficient 0.108).
Conclusion: Longitudinal IRT analysis of MDS-UPDRS is a novel statistical method applicable to PD clinical trials. It addresses the limitations of traditional linear regression approaches and is particularly useful because it can separately monitor non-tremor and tremor changes, both over time and in response to treatment interventions.
To cite this abstract in AMA style:
S. Luo, H. Zou, C. Goetz, D. Choi, D. Oakes, T. Simuni, G. Stebbins. Novel approach to MDS-UPDRS monitoring in clinical trials: Longitudinal Item Response Theory Models [abstract]. Mov Disord. 2021; 36 (suppl 1). https://www.mdsabstracts.org/abstract/novel-approach-to-mds-updrs-monitoring-in-clinical-trials-longitudinal-item-response-theory-models/. Accessed November 22, 2024.« Back to MDS Virtual Congress 2021
MDS Abstracts - https://www.mdsabstracts.org/abstract/novel-approach-to-mds-updrs-monitoring-in-clinical-trials-longitudinal-item-response-theory-models/