Absolute Winding Number Differentiates Mouse Spatial Navigation Strategies With Genetic Risk for Alzheimer's Disease.

APOE Alzheimer’s disease MRI brain connectivity memory mouse

Journal

Frontiers in neuroscience
ISSN: 1662-4548
Titre abrégé: Front Neurosci
Pays: Switzerland
ID NLM: 101478481

Informations de publication

Date de publication:
2022
Historique:
received: 04 01 2022
accepted: 29 04 2022
entrez: 5 7 2022
pubmed: 6 7 2022
medline: 6 7 2022
Statut: epublish

Résumé

Spatial navigation and orientation are emerging as promising markers for altered cognition in prodromal Alzheimer's disease, and even in cognitively normal individuals at risk for Alzheimer's disease. The different APOE gene alleles confer various degrees of risk. The APOE2 allele is considered protective, APOE3 is seen as control, while APOE4 carriage is the major known genetic risk for Alzheimer's disease. We have used mouse models carrying the three humanized APOE alleles and tested them in a spatial memory task in the Morris water maze. We introduce a new metric, the absolute winding number, to characterize the spatial search strategy, through the shape of the swim path. We show that this metric is robust to noise, and works for small group samples. Moreover, the absolute winding number better differentiated APOE3 carriers, through their straighter swim paths relative to both APOE2 and APOE4 genotypes. Finally, this novel metric supported increased vulnerability in APOE4 females. We hypothesized differences in spatial memory and navigation strategies are linked to differences in brain networks, and showed that different genotypes have different reliance on the hippocampal and caudate putamen circuits, pointing to a role for white matter connections. Moreover, differences were most pronounced in females. This departure from a hippocampal centric to a brain network approach may open avenues for identifying regions linked to increased risk for Alzheimer's disease, before overt disease manifestation. Further exploration of novel biomarkers based on spatial navigation strategies may enlarge the windows of opportunity for interventions. The proposed framework will be significant in dissecting vulnerable circuits associated with cognitive changes in prodromal Alzheimer's disease.

Identifiants

pubmed: 35784847
doi: 10.3389/fnins.2022.848654
pmc: PMC9247395
doi:

Types de publication

Journal Article

Langues

eng

Pagination

848654

Subventions

Organisme : NIA NIH HHS
ID : R01 AG066184
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL042630
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL049277
Pays : United States
Organisme : NIA NIH HHS
ID : RF1 AG057895
Pays : United States

Commentaires et corrections

Type : ErratumIn

Informations de copyright

Copyright © 2022 Badea, Li, Niculescu, Anderson, Stout, Williams, Colton, Maeda and Dunson.

Déclaration de conflit d'intérêts

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Références

Front Neuroinform. 2019 Dec 10;13:72
pubmed: 31920610
Alzheimers Dement. 2014 Nov;10(6):861-8
pubmed: 25217293
J Neurosci. 1990 Nov;10(11):3531-42
pubmed: 2230943
J Clin Invest. 1998 Jul 1;102(1):130-5
pubmed: 9649566
J Neurosci. 1989 May;9(5):1465-72
pubmed: 2723738
Neuroscientist. 2007 Jun;13(3):257-67
pubmed: 17519368
Learn Mem. 2004 May-Jun;11(3):337-46
pubmed: 15169864
Neural Regen Res. 2016 Mar;11(3):412-3
pubmed: 27127474
AJNR Am J Neuroradiol. 2017 Jul;38(7):1335-1342
pubmed: 28495939
PLoS One. 2012;7(11):e48895
pubmed: 23152815
Trends Neurosci. 2011 Oct;34(10):548-59
pubmed: 21889806
Front Neurol. 2019 Dec 20;10:1303
pubmed: 31920926
Behav Brain Res. 2017 Mar 30;322(Pt B):288-298
pubmed: 27265785
Front Neural Circuits. 2013 Mar 13;7:35
pubmed: 23493515
Neuron. 2010 Jan 14;65(1):7-19
pubmed: 20152109
Neuroinformatics. 2019 Jul;17(3):451-472
pubmed: 30565026
Nature. 1982 Jun 24;297(5868):681-3
pubmed: 7088155
J Neurosci. 2003 Jul 2;23(13):5945-52
pubmed: 12843299
Neurology. 2006 Oct 10;67(7):1221-4
pubmed: 17030756
J Neurosci. 2007 Sep 19;27(38):10078-83
pubmed: 17881514
J Alzheimers Dis. 2009;18(3):553-64
pubmed: 19584447
Front Neuroinform. 2014 Feb 21;8:8
pubmed: 24600385
Proc Natl Acad Sci U S A. 2007 Mar 6;104(10):4042-7
pubmed: 17360474
Neurosci Biobehav Rev. 2018 May;88:187-200
pubmed: 29545166
Front Hum Neurosci. 2018 Jun 21;12:250
pubmed: 29977198
Neuroimage. 2010 Sep;52(3):1059-69
pubmed: 19819337
PLoS One. 2015 Apr 07;10(4):e0123354
pubmed: 25848951
Sci Rep. 2017 Dec 19;7(1):17812
pubmed: 29259243
PLoS Comput Biol. 2018 Sep 17;14(9):e1006316
pubmed: 30222746
Cereb Cortex. 2015 Nov;25(11):4628-37
pubmed: 26048951
Front Hum Neurosci. 2016 Jul 13;10:349
pubmed: 27468260
Neuroimage. 2010 Nov 15;53(3):1064-9
pubmed: 20060049
J Cereb Blood Flow Metab. 2017 Sep;37(9):3203-3218
pubmed: 28058996
Biochim Biophys Acta. 2004 Aug 30;1684(1-3):8-17
pubmed: 15450205
Neuropsychology. 2004 Jul;18(3):418-25
pubmed: 15291720
J Neurotrauma. 2012 Oct 10;29(15):2475-89
pubmed: 22924665
Cortex. 2020 Mar;124:97-110
pubmed: 31855730
Front Comput Neurosci. 2020 Jul 28;14:63
pubmed: 32848684
Behav Neural Biol. 1994 May;61(3):260-70
pubmed: 8067981
Brain Struct Funct. 2018 Dec;223(9):4323-4335
pubmed: 30225830
Exp Neurol. 2006 Feb;197(2):330-40
pubmed: 16309676

Auteurs

Alexandra Badea (A)

Department of Radiology, Duke University, Durham, NC, United States.
Department of Neurology, Duke University, Durham, NC, United States.
Brain Imaging and Analysis Center, Duke University, Durham, NC, United States.
Biomedical Engineering, Duke University, Durham, NC, United States.

Didong Li (D)

Department of Computer Science, Princeton University, Princeton, NJ, United States.
Department of Biostatistics, University of California, Los Angeles, Los Angeles, CA, United States.

Andrei R Niculescu (AR)

Department of Radiology, Duke University, Durham, NC, United States.

Robert J Anderson (RJ)

Department of Radiology, Duke University, Durham, NC, United States.

Jacques A Stout (JA)

Brain Imaging and Analysis Center, Duke University, Durham, NC, United States.

Christina L Williams (CL)

Department of Psychology and Neuroscience, Duke University, Durham, NC, United States.

Carol A Colton (CA)

Department of Neurology, Duke University, Durham, NC, United States.

Nobuyo Maeda (N)

Department of Pathology and Laboratory Medicine, The University of North Carolina, Chapel Hill, Chapel Hill, NC, United States.

David B Dunson (DB)

Department of Statistical Science, Duke University, Durham, NC, United States.

Classifications MeSH