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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Clinical Manifestations
Priyanka Kumari1, Andrew J Aschenbrenner2,3, Richard B Lipton4,5,6
1Albert Einstein College of Medicine, New York, NY, USA.
The Stages of Objective Memory Impairment (SOMI) accurately predicts Alzheimer's Disease progression in clinical trials. This memory assessment tool shows consistent risk profiles across different study types.
Area of Science:
- Neurology
- Cognitive Science
- Biomarkers
Background:
- Memory impairment is an early indicator of Alzheimer's Disease (AD).
- The Stages of Objective Memory Impairment (SOMI) is a validated system assessing episodic memory decline.
- SOMI has previously predicted progression in observational studies.
Purpose of the Study:
- To evaluate the predictive utility of SOMI for clinical progression in the Anti-Amyloid Treatment in Asymptomatic Alzheimer's (A4) clinical trial.
- To assess if SOMI's predictive performance is consistent in a clinical trial setting with strict eligibility criteria.
Main Methods:
- 1069 cognitively normal participants with positive amyloid PET scans were analyzed.
- Baseline SOMI stages were determined using Free and Cued Selective Reminding Test (FCSRT) scores.
- Cox proportional hazards models assessed the association between SOMI stage and clinical progression (defined by CDR > 0).
Main Results:
- Higher SOMI stages at baseline were significantly associated with increased risk of clinical progression.
- Hazard ratios for progression were 1.41 (SOMI-1), 1.74 (SOMI-2), and 2.42 (SOMI 3-4) compared to SOMI-0.
- SOMI remained a significant predictor of progression even after adjusting for amyloid levels.
Conclusions:
- SOMI effectively predicts clinical progression in asymptomatic individuals at risk for Alzheimer's Disease within a clinical trial.
- The predictive risk profile of SOMI in the A4 study was comparable to findings from longitudinal cohort studies.
- SOMI demonstrates utility as a prognostic tool in AD clinical research.
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