MEG Biomarker of Alzheimer's Disease: Absence of a Prefrontal Generator during Auditory Sensory Gating

被引:16
作者
Golubic, Sanja Josef [1 ]
Aine, Cheryl J. [2 ,3 ]
Stephen, Julia M. [3 ]
Adair, John C. [4 ,5 ]
Knoefel, Janice E. [4 ,6 ]
Supek, Selma [1 ]
机构
[1] Univ Zagreb, Fac Sci, Dept Phys, Bijenicka Cesta 32, Zagreb 10000, Croatia
[2] UNM, Sch Med, Dept Radiol, Albuquerque, NM USA
[3] Mind Res Network, Albuquerque, NM USA
[4] UNM, Sch Med, Dept Neurol, Albuquerque, NM USA
[5] New Mexico VA Healthcare Syst, Albuquerque, NM USA
[6] UNM, Sch Med, Dept Internal Med, Albuquerque, NM USA
基金
美国国家卫生研究院;
关键词
Alzheimer's disease; preclinical Alzheimer's disease; mild cognitive impairment; dementia; biomarker; auditory sensory gating; prefrontal cortex; Rey-Osterreith complex figure test; magnetoencephalography; neuroimaging; MILD COGNITIVE IMPAIRMENT; STATE FUNCTIONAL CONNECTIVITY; SOURCE LOCALIZATION; AMYLOID-BETA; ASSOCIATION WORKGROUPS; DIAGNOSTIC GUIDELINES; NATIONAL INSTITUTE; EVOKED-POTENTIALS; BRAIN; MEMORY;
D O I
10.1002/hbm.23724
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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 multi-variate 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. (C) 2017 Wiley Periodicals, Inc.
引用
收藏
页码:5180 / 5194
页数:15
相关论文
共 85 条
  • [1] NORMALIZATION BY NICOTINE OF DEFICIENT AUDITORY SENSORY GATING IN THE RELATIVES OF SCHIZOPHRENICS
    ADLER, LE
    HOFFER, LJ
    GRIFFITH, J
    WALDO, MC
    FREEDMAN, R
    [J]. BIOLOGICAL PSYCHIATRY, 1992, 32 (07) : 607 - 616
  • [2] MULTIVARIATE-ANALYSIS
    AHLGREN, A
    [J]. SCIENCE, 1986, 234 (4776) : 530 - 531
  • [3] Multistart algorithms for MEG empirical data analysis reliably characterize locations and time courses of multiple sources
    Aine, C
    Huang, M
    Stephen, J
    Christner, R
    [J]. NEUROIMAGE, 2000, 12 (02) : 159 - 172
  • [4] Characterization of a normal control group: Are they healthy?
    Aine, C. J.
    Sanfratello, L.
    Adair, J. C.
    Knoefel, J. E.
    Qualls, C.
    Lundy, S. L.
    Caprihan, A.
    Stone, D.
    Stephen, J. M.
    [J]. NEUROIMAGE, 2014, 84 : 796 - 809
  • [5] MEG-SIM: A Web Portal for Testing MEG Analysis Methods using Realistic Simulated and Empirical Data
    Aine, C. J.
    Sanfratello, L.
    Ranken, D.
    Best, E.
    MacArthur, J. A.
    Wallace, T.
    Gilliam, K.
    Donahue, C. H.
    Montano, R.
    Bryant, J. E.
    Scott, A.
    Stephen, J. M.
    [J]. NEUROINFORMATICS, 2012, 10 (02) : 141 - 158
  • [6] [Anonymous], 2000, DIAGN STAT MAN MENT, DOI DOI 10.1176/APPI.BOOKS.9780890425787
  • [7] Atkinson R.C., 1977, PSYCHOL LEARNING MOT, P7, DOI [10.1016/B978-0-12-121050-2.50006-5, DOI 10.1016/S0079-7421(08)60422-3, 10.1016/S0079-7421(08)60422-3]
  • [8] THE DECLINE OF WORKING MEMORY IN ALZHEIMERS-DISEASE - A LONGITUDINAL-STUDY
    BADDELEY, AD
    BRESSI, S
    DELLASALA, S
    LOGIE, R
    SPINNLER, H
    [J]. BRAIN, 1991, 114 : 2521 - 2542
  • [9] Electromagnetic brain mapping
    Baillet, S
    Mosher, JC
    Leahy, RM
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2001, 18 (06) : 14 - 30
  • [10] Magnetoencephalography for brain electrophysiology and imaging
    Baillet, Sylvain
    [J]. NATURE NEUROSCIENCE, 2017, 20 (03) : 327 - 339