Unsupervised mobile cognitive testing for use in preclinical Alzheimer's disease

被引:40
作者
Papp, Kathryn V. [1 ,2 ]
Samaroo, Aubryn [2 ]
Chou, Hsiang-Chin [2 ]
Buckley, Rachel [1 ,2 ,3 ]
Schneider, Olivia R. [2 ]
Hsieh, Stephanie [2 ]
Soberanes, Daniel [1 ]
Quiroz, Yakeel [2 ]
Properzi, Michael [2 ]
Schultz, Aaron [2 ]
Garcia-Magarino, Ivan [4 ,5 ]
Marshall, Gad A. [1 ,2 ]
Burke, Jane G. [2 ]
Kumar, Raya [2 ]
Snyder, Noah [2 ]
Johnson, Keith [2 ,6 ]
Rentz, Dorene M. [1 ,2 ]
Sperling, Reisa A. [1 ,2 ]
Amariglio, Rebecca E. [1 ,2 ]
机构
[1] Harvard Med Sch, Ctr Alzheimer Res & Treatment, Dept Neurol, Brigham & Womens Hosp, Hale Bldg,60 Fenwood Rd, Boston, MA 02115 USA
[2] Harvard Med Sch, Dept Neurol, Massachusetts Gen Hosp, Boston, MA 02115 USA
[3] Univ Melbourne, Melbourne Sch Psychol Sci, Melbourne, Vic, Australia
[4] Univ Complutense Madrid, Dept Software Engn & Artificial Intelligence, Madrid, Spain
[5] UCM, Inst Tecnol Conocimiento, Madrid, Spain
[6] Harvard Med Sch, Dept Radiol, Massachusetts Gen Hosp, Boston, MA 02115 USA
关键词
digital biomarkers; mobile testing; preclinical Alzheimer's disease; unsupervised assessment; OLDER-ADULTS; AMYLOID DEPOSITION; PATTERN SEPARATION; MEMORY IMPAIRMENT; DECLINE; MECHANISMS; YOUNGER; PEOPLE;
D O I
10.1002/dad2.12243
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Introduction Unsupervised digital cognitive testing is an appealing means to capture subtle cognitive decline in preclinical Alzheimer's disease (AD). Here, we describe development, feasibility, and validity of the Boston Remote Assessment for Neurocognitive Health (BRANCH) against in-person cognitive testing and amyloid/tau burden. Methods BRANCH is web-based, self-guided, and assesses memory processes vulnerable in AD. Clinically normal participants (n = 234; aged 50-89) completed BRANCH; a subset underwent in-person cognitive testing and positron emission tomography imaging. Mean accuracy across BRANCH tests (Categories, Face-Name-Occupation, Groceries, Signs) was calculated. Results BRANCH was feasible to complete on participants' own devices (primarily smartphones). Technical difficulties and invalid/unusable data were infrequent. BRANCH psychometric properties were sound, including good retest reliability. BRANCH was correlated with in-person cognitive testing (r = 0.617, P < .001). Lower BRANCH score was associated with greater amyloid (r = -0.205, P = .007) and entorhinal tau (r = -0.178, P = .026). Discussion BRANCH reliably captures meaningful cognitive information remotely, suggesting promise as a digital cognitive marker sensitive early in the AD trajectory.
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页数:10
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共 55 条
  • [1] [Anonymous], 2015, NEUROIMAGE
  • [2] Revised Associative Inference Paradigm Confirms Relational Memory Impairment in Schizophrenia
    Armstrong, Kristan
    Williams, Lisa E.
    Heckers, Stephan
    [J]. NEUROPSYCHOLOGY, 2012, 26 (04) : 451 - 458
  • [3] A Computerized Continuous-Recognition Task for Measurement of Episodic Memory
    Ashford, J. Wesson
    Tarpin-Bernard, Franck
    Ashford, Curtis B.
    Ashford, Miriam T.
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2019, 69 (02) : 385 - 399
  • [4] Contributions of Human Hippocampal Subfields to Spatial and Temporal Pattern Separation
    Azab, Marwa
    Stark, Shauna M.
    Stark, Craig E. L.
    [J]. HIPPOCAMPUS, 2014, 24 (03) : 293 - 302
  • [5] Strong Evidence for Pattern Separation in Human Dentate Gyrus
    Berron, David
    Schuetze, Hartmut
    Maass, Anne
    Cardenas-Blanco, Arturo
    Kuijf, Hugo J.
    Kumaran, Dharshan
    Duezel, Emrah
    [J]. JOURNAL OF NEUROSCIENCE, 2016, 36 (29) : 7569 - 7579
  • [6] Amyloid deposition in younger adults is linked to episodic memory performance
    Bischof, Gerard N.
    Rodrigue, Karen M.
    Kennedy, Kristen M.
    Devous, Michael D., Sr.
    Park, Denise C.
    [J]. NEUROLOGY, 2016, 87 (24) : 2562 - 2566
  • [7] Relation of neuropathology with cognitive decline among older persons without dementia
    Boyle, Patricia A.
    Yu, Lei
    Wilson, Robert S.
    Schneider, Julie A.
    Bennett, David A.
    [J]. FRONTIERS IN AGING NEUROSCIENCE, 2013, 5
  • [8] NEUROPATHOLOGICAL STAGING OF ALZHEIMER-RELATED CHANGES
    BRAAK, H
    BRAAK, E
    [J]. ACTA NEUROPATHOLOGICA, 1991, 82 (04) : 239 - 259
  • [9] Computerized Cognitive Testing for Use in Clinical Trials: A Comparison of the NIH Toolbox and Cogstate C3 Batteries
    Buckley, R. F.
    Sparks, K. P.
    Papp, K., V
    Dekhtyar, M.
    Martin, C.
    Burnham, S.
    Sperlin, R. A.
    Rentz, D. M.
    [J]. JPAD-JOURNAL OF PREVENTION OF ALZHEIMERS DISEASE, 2017, 4 (01): : 3 - 11
  • [10] Individual differences in associative memory among older adults explained by hippocampal subfield structure and function
    Carr, Valerie A.
    Bernstein, Jeffrey D.
    Favila, Serra E.
    Rutt, Brian K.
    Kerchner, Geoffrey A.
    Wagner, Anthony D.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (45) : 12075 - 12080