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Standardized regression-based clinical change score cutoffs for normal pressure hydrocephalus
Alexander Davis1, Sevil Yasar2, Iris Emerman3
1Department of Neurology, Johns Hopkins University School of Medicine, 5200 Eastern Ave CTR STE 5100, Baltimore, MD, 21224, USA. ajd@jhmi.edu.
BMC Neurology
|April 18, 2020
Summary
New models help doctors distinguish true symptom improvement from chance in Normal Pressure Hydrocephalus patients after cerebrospinal fluid drainage. These regression-based models provide a clear, evidence-based approach for individual patient assessment.
Area of Science:
- Neurology
- Clinical Assessment
- Medical Statistics
Background:
- Patients with suspected Normal Pressure Hydrocephalus (NPH) lack a model to differentiate chance improvement from clinically significant change after cerebrospinal fluid (CSF) drainage.
- Existing methods do not provide individual patient-level assessment for NPH symptom changes post-CSF drainage.
Purpose of the Study:
- To compute Standardized Regression Based Clinical Change Models for gait and cognitive measures in suspected NPH patients undergoing temporary CSF drainage.
- To establish an evidence-based method for differentiating true clinical improvement from random variation at the individual patient level.
Main Methods:
- Collected data from 323 patients over 60 with suspected NPH undergoing temporary CSF drainage.
- Computed McSweeney Standardized Regression Based Clinical Change Models for gait (Timed Up & Go, 10 Meter Walk Test, 6-Minute Walk Test, MiniBESTest) and cognitive (Montreal Cognitive Assessment, Symbol Digit Modalities Test) measures.
- Assessed discriminant validity using correlations, Chi², and regression analyses.
Main Results:
- Clinical change models explained 69-91.8% of post-drain performance variability (p < 0.001).
- Clinically significant improvement thresholds increased with greater initial impairment.
- The Timed Up & Go test demonstrated strong correlations with gait velocity, balance (MiniBESTest), and endurance (6-Minute Walk Test).
Conclusions:
- Standardized Regression Based Clinically Significant Change Models offer an evidence-based approach for physicians to assess individual patient improvement post-CSF drainage.
- These models effectively differentiate meaningful clinical change from chance fluctuations in NPH patients.
- The Timed Up & Go test is a valuable predictor of gait, balance, and endurance improvements.
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