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Risk Stratification Using Cerebrospinal Fluid Biomarkers in Patients with Mild Cognitive Impairment: An Exploratory Analysis
- Source :
- Journal of Alzheimer's disease : JAD, vol 47, iss 3
- Publication Year :
- 2015
- Publisher :
- IOS Press, 2015.
-
Abstract
- BACKGROUND Cerebrospinal fluid (CSF) biomarkers can distinguish Alzheimer's disease (AD) patients from normal controls; however, their interpretation and potential for use in patients with mild cognitive impairment (MCI) remains unclear. OBJECTIVE To examine whether biomarker levels allow for risk stratification among MCI patients who are at increased risk to develop AD, thus allowing for improved targeting of early interventions for those whose risk are higher. METHODS We analyzed data from the Alzheimer's Disease Neuroimaging Initiative on MCI patients (n = 195) to estimate their risk of developing AD for up to 6 years on the basis of baseline CSF biomarkers. We used time-dependent receiver operating characteristic analysis to identify the best combination of biomarkers to discriminate those who converted to AD from those who remained stable. We used these data to construct a multi-biomarker score and estimated the risk of progression to AD for each quintile of the multi-biomarker score. RESULTS We found that Aβ(1-42) and P-tau(181p) were the best combination among CSF biomarkers to predict the overall risk of developing AD among MCI patients (area under the curve = 0.77). The hazard ratio of developing AD among MCI patients with high-risk (3rd-5th quintiles) biomarker levels was about 4 times greater than MCI patients with low-risk (1st quintile) levels (95% confidence interval, 1.93-7.26). CONCLUSION Our study identifies MCI patients at increased risk of developing AD by applying a multi-biomarker score using CSF biomarker results. Our findings may be of value to MCI patients and their clinicians for planning purposes and early intervention as well as for future clinical trials.
- Subjects :
- Male
Oncology
Aging
Pathology
Databases, Factual
risk stratification
Disease
Neurodegenerative
Alzheimer's Disease
Cerebrospinal fluid
80 and over
Aged, 80 and over
screening and diagnosis
General Neuroscience
Hazard ratio
General Medicine
Prognosis
Detection
Psychiatry and Mental health
Clinical Psychology
Area Under Curve
Neurological
Disease Progression
Biomarker (medicine)
Female
Cognitive Sciences
Alzheimer's disease
Psychology
Alzheimer’s disease
Risk
medicine.medical_specialty
Clinical Sciences
tau Proteins
Article
cerebrospinal fluid
Databases
discriminatory ability
mild cognitive impairment
Neuroimaging
Alzheimer Disease
Clinical Research
Internal medicine
Acquired Cognitive Impairment
medicine
Humans
Cognitive Dysfunction
Factual
Aged
Amyloid beta-Peptides
Neurology & Neurosurgery
Prevention
Alzheimer's Disease Neuroimaging Initiative
Neurosciences
Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD)
medicine.disease
Peptide Fragments
Confidence interval
Brain Disorders
4.1 Discovery and preclinical testing of markers and technologies
Clinical trial
Dementia
Geriatrics and Gerontology
Biomarkers
Subjects
Details
- ISSN :
- 18758908 and 13872877
- Volume :
- 47
- Database :
- OpenAIRE
- Journal :
- Journal of Alzheimer's Disease
- Accession number :
- edsair.doi.dedup.....8eff8fcdb7aa0221741de4471c0448f8
- Full Text :
- https://doi.org/10.3233/jad-150066