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MEG biomarker of Alzheimer's disease: Absence of a prefrontal generator during auditory sensory gating
Authors:Sanja Josef Golubic  Cheryl J. Aine  Julia M. Stephen  John C. Adair  Janice E. Knoefel  Selma Supek
Affiliation:1. Department of Physics, Faculty of Science, University of Zagreb, Croatia;2. Department of Radiology, UNM School of Medicine, Albuquerque, New Mexico;3. The Mind Research Network, Albuquerque, New Mexico;4. Department of Neurology, UNM School of Medicine, Albuquerque, New Mexico;5. New Mexico VA Healthcare System, Albuquerque, New Mexico;6. Department of Internal Medicine, UNM School of Medicine, Albuquerque, New Mexico
Abstract:Magnetoencephalography (MEG), a direct measure of neuronal activity, is an underexplored tool in the search for biomarkers of Alzheimer's disease (AD). In this study, we used MEG source estimates of auditory gating generators, nonlinear correlations with neuropsychological results, and multivariate analyses to examine the sensitivity and specificity of gating topology modulation to detect AD. Our results demonstrated the use of MEG localization of a medial prefrontal (mPFC) gating generator as a discrete (binary) detector of AD at the individual level and resulted in recategorizing the participant categories in: (1) controls with mPFC generator localized in response to both the standard and deviant tones; (2) a possible preclinical stage of AD participants (a lower functioning group of controls) in which mPFC activation was localized to the deviant tone only; and (3) symptomatic AD in which mPFC activation was not localized to either the deviant or standard tones. This approach showed a large effect size (0.9) and high accuracy, sensitivity, and specificity (100%) in identifying symptomatic AD patients within a limited research sample. The present results demonstrate high potential of mPFC activation as a noninvasive biomarker of AD pathology during putative preclinical and clinical stages. Hum Brain Mapp 38:5180–5194, 2017. © 2017 Wiley Periodicals, Inc.
Keywords:Alzheimer's disease  preclinical Alzheimer's disease  mild cognitive impairment  dementia  biomarker  auditory sensory gating  prefrontal cortex  Rey–  Osterreith complex figure test  magnetoencephalography  neuroimaging
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