Related Experiment Video
Updated: Jan 7, 2026

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Clinical Manifestations
Christina M Magana-Ramirez1, Daniel L Gillen1,2,3, Christy L Hom1
1University of California, Irvine, Irvine, CA, USA.
Background:
Alzheimer's disease (AD) affects older adults and individuals with Down syndrome (DS). While neuropsychiatric symptoms (NPS) often precede cognitive decline in late-onset sporadic AD (LOAD), NPS in Down syndrome AD (DSAD) are less understood. We compared NPS between DSAD and LOAD to enhance understanding of AD pathophysiology and improve clinical care.
Method:
We used data from National Alzheimer's Coordinating Center (NACC) Uniform Dataset and the Alzheimer's Biomarker Consortium-Down Syndrome (ABC-DS), both of which administer the Neuropsychiatric Inventory (NPI) to measure neuropsychiatric symptoms (NPS). We calculated a composite NPI score (0-36). We categorized participants as cognitively normal/stable (CN/CS), mild cognitive impairment (MCI), or demented (DEM). We used linear regression and generalized estimating equations to analyze the relationship between cognitive status and NPI scores, and NPI score trajectories over time, respectively, comparing DSAD and LOAD while adjusting for confounders.
Result:
We observed a homogenous relationship between NPI total score and cognitive status across the LOAD and DSAD syndromes through a multivariate Wald test at p = 0.282. We estimated a mean difference in NPI total score across LOAD and DSAD groups was -0.208 (95% CI: [-0.535, 0.119]; p = 0.212); -0.034 (95% CI: -1.049, 0.982]; p = 0.948); and 0.731 (95% CI: [-0.395, 1.857]; p = 0.203) for CN/CS, MCI, and DEM cognitive status, respectively. In our longitudinal analysis, a multivariate Wald test (p = 0.516) indicated the association between cognitive status and the rate of change in NPI total scores was overall homogeneous. The estimated mean difference in the NPI rate of change comparing LOAD to DSAD groups was: 0.286 (95% CI: [0.12, 0.453]; p = 0.001); 0.352 (95% CI: [0.021, 0.682]; p = 0.037); and -0.019 (95% CI: [-0.507, 0.469 ]; p = 0.939) for CN/CS, MCI, DEM disease stages, respectively.
Conclusion:
Our findings suggest similar relationships between cognitive status and NPS severity across syndromes, suggesting that the shared amyloid pathology may be contributing across the two groups. These results also highlight the importance of NPS in early diagnosis, treatment, and caregiving. Further research is needed to validate and expand upon these findings.
Related Concept Videos
Chronic Kidney Disease II: Clinical Manifestations
Coronary Artery Disease III: Clinical Manifestations
Endocarditis II: Clinical Features of Infective Endocarditis
Heart Failure III: Clinical Manifestations
Gastroesophageal Reflux Disease II: Clinical Features and Management
Clinical Manifestations
GERD presents itself in a multitude of ways, with symptoms varying from person to person. The hallmark symptoms are...
Hypertension III: Clinical Manifestations and Diagnostic Studies

