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Development of a screening algorithm for Alzheimer's disease using categorical verbal fluency
- Source :
- PLoS ONE, Vol 9, Iss 1, p e84111 (2014), PLOS ONE(9): 1, PLoS ONE
- Publication Year :
- 2014
- Publisher :
- Public Library of Science (PLoS), 2014.
-
Abstract
- We developed a weighted composite score of the categorical verbal fluency test (CVFT) that can more easily and widely screen Alzheimer's disease (AD) than the mini-mental status examination (MMSE). We administered the CVFT using animal category and MMSE to 423 community-dwelling mild probable AD patients and their age-and gender-matched cognitively normal controls. To enhance the diagnostic accuracy for AD of the CVFT, we obtained a weighted composite score from subindex scores of the CVFT using a logistic regression model: logit (case) = 1.160+0.4746 x gender + 0.003 x age + 0.226 x education level -0.089 x first-half score -0.516 x switching score -0.303 x clustering score + 0.534 x perseveration score. The area under the receiver operating curve (AUC) for AD of this composite score AD was 0.903 (95% CI = 0.883 - 0.923), and was larger than that of the age-, gender-and education-adjusted total score of the CVFT (p < 0.001). In 100 bootstrapped resamples, the composite score consistently showed better diagnostic accuracy, sensitivity and specificity for AD than the total score. Although AUC for AD of the CVFT composite score was slightly smaller than that of the MMSE (0.930, p = 0.006), the CVFT composite score may be a good alternative to the MMSE for screening AD since it is much briefer, cheaper, and more easily applicable over phone or internet than the MMSE.
- Subjects :
- Male
Gerontology
Epidemiology
Neuropsychological Tests
Audiology
Logistic regression
Disease Informatics
Speech Production Measurement
Risk Factors
Psychology
Verbal fluency test
Psychiatry
Aged, 80 and over
Multidisciplinary
Mental Health
Neurology
Area Under Curve
Medicine
Female
medicine.symptom
Algorithms
Research Article
Test Evaluation
medicine.medical_specialty
Psychometrics
Perseveration
Science
Logit
Sensitivity and Specificity
Diagnostic Medicine
Memory
Neuropsychology
Alzheimer Disease
medicine
Humans
Dementia
Categorical variable
Aged
Retrospective Studies
Receiver operating characteristic
business.industry
Cognitive Psychology
Reproducibility of Results
medicine.disease
Confidence interval
Case-Control Studies
business
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 9
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....67798dd6bdaa49c8eabfd1c6c61d8b61