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Susceptibility of the conventional criteria for mild cognitive impairment to false-positive diagnostic errors
Journal article   Open access   Peer reviewed

Susceptibility of the conventional criteria for mild cognitive impairment to false-positive diagnostic errors

Emily C. Edmonds, Lisa Delano-Wood, Lindsay R. Clark, Amy J. Jak, Daniel A. Nation, Carrie R. McDonald, David J. Libon, Rhoda Au, Douglas Galasko, David P. Salmon, …
Alzheimer's & dementia, v 11(4), pp 415-424
Apr 2015
PMID: 24857234
url
https://escholarship.org/content/qt0z4509mh/qt0z4509mh.pdfView
Published, Version of Record (VoR)Open Access (License Unspecified) Open

Abstract

Alzheimer's disease Cluster analysis Dementia MCI Mild cognitive impairment Misclassification Misdiagnosis Neuropsychology
We assessed whether mild cognitive impairment (MCI) subtypes could be empirically derived within the Alzheimer's Disease Neuroimaging Initiative (ADNI) MCI cohort and examined associated biomarkers and clinical outcomes. Cluster analysis was performed on neuropsychological data from 825 MCI ADNI participants. Four subtypes emerged: (1) dysnomic (n = 153), (2) dysexecutive (n = 102), (3) amnestic (n = 288), and (4) cluster-derived normal (n = 282) who performed within normal limits on cognitive testing. The cluster-derived normal group had significantly fewer APOE ε4 carriers and fewer who progressed to dementia compared with the other subtypes; they also evidenced cerebrospinal fluid Alzheimer's disease biomarker profiles that did not differ from the normative reference group. Identification of empirically derived MCI subtypes demonstrates heterogeneity in MCI cognitive profiles that is not captured by conventional criteria. The large cluster-derived normal group suggests that conventional diagnostic criteria are susceptible to false-positive errors, with the result that prior MCI studies may be diluting important biomarker relationships.

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Collaboration types
Domestic collaboration
Web of Science research areas
Clinical Neurology
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