Differentiation of mild cognitive impairment using an entorhinal cortex-based test of virtual reality navigation

被引:140
作者
Howett, David [1 ]
Castegnaro, Andrea [2 ,3 ]
Krzywicka, Katarzyna [1 ]
Hagman, Johanna [1 ]
Marchment, Deepti [1 ]
Henson, Richard [4 ,5 ]
Rio, Miguel [3 ]
King, John A. [6 ]
Burgess, Neil [2 ]
Chan, Dennis [1 ]
机构
[1] Univ Cambridge, Dept Clin Neurosci, Herchel Smith Bldg,Forvie Site,Robinson Way, Cambridge CB2 0SZ, England
[2] UCL, Inst Cognit Neurosci, London, England
[3] UCL, Dept Elect Engn, London, England
[4] Univ Cambridge, MRC Cognit & Brain Sci Unit, Cambridge, England
[5] Univ Cambridge, Dept Psychiat, Cambridge, England
[6] UCL, Dept Clin Educ & Hlth Psychol, London, England
基金
英国医学研究理事会; 英国惠康基金; 欧洲研究理事会;
关键词
Alzheimer's disease; mild cognitive impairment; entorhinal cortex; path integration; virtual reality; PATH-INTEGRATION; ALZHEIMERS-DISEASE; SPATIAL NAVIGATION; TAU PATHOLOGY; GRID CELLS; NEURAL BASIS; HIPPOCAMPUS; SEGMENTATION; MAP; DIRECTION;
D O I
10.1093/brain/awz116
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
The entorhinal cortex is one of the first regions to exhibit neurodegeneration in Alzheimer's disease, and as such identification of entorhinal cortex dysfunction may aid detection of the disease in its earliest stages. Extensive evidence demonstrates that the entorhinal cortex is critically implicated in navigation underpinned by the firing of spatially modulated neurons. This study tested the hypothesis that entorhinal-based navigation is impaired in pre-dementia Alzheimer's disease. Forty-five patients with mild cognitive impairment (26 with CSF Alzheimer's disease biomarker data: 12 biomarker-positive and 14 biomarker-negative) and 41 healthy control participants undertook an immersive virtual reality path integration test, as a measure of entorhinal-based navigation. Behavioural performance was correlated with MRI measures of entorhinal cortex volume, and the classification accuracy of the path integration task was compared with a battery of cognitive tests considered sensitive and specific for early Alzheimer's disease. Biomarker-positive patients exhibited larger errors in the navigation task than biomarker-negative patients, whose performance did not significantly differ from controls participants. Path-integration performance correlated with Alzheimer's disease molecular pathology, with levels of CSF amyloid-beta and total tau contributing independently to distance error. Path integration errors were negatively correlated with the volumes of the total entorhinal cortex and of its posteromedial subdivision. The path integration task demonstrated higher diagnostic sensitivity and specificity for differentiating biomarker positive versus negative patients (area under the curve = 0.90) than was achieved by the best of the cognitive tests (area under the curve = 0.57). This study demonstrates that an entorhinal cortex-based virtual reality navigation task can differentiate patients with mild cognitive impairment at low and high risk of developing dementia, with classification accuracy superior to reference cognitive tests considered to be highly sensitive to early Alzheimer's disease. This study provides evidence that navigation tasks may aid early diagnosis of Alzheimer's disease, and the basis of this in animal cellular and behavioural studies provides the opportunity to answer the unmet need for translatable outcome measures for comparing treatment effect across preclinical and clinical trial phases of future anti-Alzheimer's drugs.
引用
收藏
页码:1751 / 1766
页数:16
相关论文
共 104 条
[1]   Age differences in virtual environment and real world path integration [J].
Adamo, Diane E. ;
Briceno, Emily M. ;
Sindone, Joseph A. ;
Alexander, Neil B. ;
Moffat, Scott D. .
FRONTIERS IN AGING NEUROSCIENCE, 2012, 4
[2]   A novel in vivo model of tau propagation with rapid and progressive neurofibrillary tangle pathology: the pattern of spread is determined by connectivity, not proximity [J].
Ahmed, Zeshan ;
Cooper, Jane ;
Murray, Tracey K. ;
Garn, Katya ;
McNaughton, Emily ;
Clarke, Hannah ;
Parhizkar, Samira ;
Ward, Mark A. ;
Cavallini, Annalisa ;
Jackson, Samuel ;
Bose, Suchira ;
Clavaguera, Florence ;
Tolnay, Markus ;
Lavenir, Isabelle ;
Goedert, Michel ;
Hutton, Michael L. ;
O'Neill, Michael J. .
ACTA NEUROPATHOLOGICA, 2014, 127 (05) :667-683
[3]   Impaired Path Integration and Grid Cell Spatial Periodicity in Mice Lacking GluA1-Containing AMPA Receptors [J].
Allen, Kevin ;
Gil, Mariana ;
Resnik, Evgeny ;
Toader, Oana ;
Seeburg, Peter ;
Monyer, Hannah .
JOURNAL OF NEUROSCIENCE, 2014, 34 (18) :6245-6259
[4]   Spatial Navigation in Preclinical Alzheimer's Disease [J].
Allison, Samantha L. ;
Fagan, Anne M. ;
Morris, John C. ;
Head, Denise .
JOURNAL OF ALZHEIMERS DISEASE, 2016, 52 (01) :77-90
[5]   Tau pathology and neurodegeneration contribute to cognitive impairment in Alzheimer's disease [J].
Bejanin, Alexandre ;
Schonhaut, Daniel R. ;
La Joie, Renaud ;
Kramer, Joel H. ;
Baker, Suzanne L. ;
Sosa, Natasha ;
Ayakta, Nagehan ;
Cantwell, Averill ;
Janabi, Mustafa ;
Lauriola, Mariella ;
O'Neil, James P. ;
Gorno-Tempini, Maria L. ;
Miller, Zachary A. ;
Rosen, Howard J. ;
Miller, Bruce L. ;
Jagust, William J. ;
Rabinovici, Gil D. .
BRAIN, 2017, 140 :3286-3300
[6]   A protocol for manual segmentation of medial temporal lobe subregions in 7 Tesla MRI [J].
Berron, D. ;
Vieweg, P. ;
Hochkeppler, A. ;
Pluta, J. B. ;
Ding, S. -L. ;
Maass, A. ;
Luther, A. ;
Xie, L. ;
Das, S. R. ;
Wolk, D. A. ;
Wolbers, T. ;
Yushkevich, P. A. ;
Duezel, E. ;
Wisse, L. E. M. .
NEUROIMAGE-CLINICAL, 2017, 15 :466-482
[7]   Age-related functional changes in domain-specific medial temporal lobe pathways [J].
Berron, David ;
Neumann, Katja ;
Maass, Anne ;
Schuetze, Hartmut ;
Fliessbach, Klaus ;
Kiven, Verena ;
Jessen, Frank ;
Sauvage, Magdalena ;
Kumaran, Dharshan ;
Duezel, Emrah .
NEUROBIOLOGY OF AGING, 2018, 65 :86-97
[8]   Low-frequency theta oscillations in the human hippocampus during real-world and virtual navigation [J].
Bohbot, Veronique D. ;
Copara, Milagros S. ;
Gotman, Jean ;
Ekstrom, Arne D. .
NATURE COMMUNICATIONS, 2017, 8
[9]   Administration and interpretation of the trail making test [J].
Bowie, Christopher R. ;
Harvey, Philip D. .
NATURE PROTOCOLS, 2006, 1 (05) :2277-2281
[10]   NEUROPATHOLOGICAL STAGING OF ALZHEIMER-RELATED CHANGES [J].
BRAAK, H ;
BRAAK, E .
ACTA NEUROPATHOLOGICA, 1991, 82 (04) :239-259