Non-invasive in vivo hyperspectral imaging of the retina for potential biomarker use in Alzheimer's disease.


Journal

Nature communications
ISSN: 2041-1723
Titre abrégé: Nat Commun
Pays: England
ID NLM: 101528555

Informations de publication

Date de publication:
17 09 2019
Historique:
received: 21 11 2018
accepted: 27 08 2019
entrez: 19 9 2019
pubmed: 19 9 2019
medline: 7 1 2020
Statut: epublish

Résumé

Studies of rodent models of Alzheimer's disease (AD) and of human tissues suggest that the retinal changes that occur in AD, including the accumulation of amyloid beta (Aβ), may serve as surrogate markers of brain Aβ levels. As Aβ has a wavelength-dependent effect on light scatter, we investigate the potential for in vivo retinal hyperspectral imaging to serve as a biomarker of brain Aβ. Significant differences in the retinal reflectance spectra are found between individuals with high Aβ burden on brain PET imaging and mild cognitive impairment (n = 15), and age-matched PET-negative controls (n = 20). Retinal imaging scores are correlated with brain Aβ loads. The findings are validated in an independent cohort, using a second hyperspectral camera. A similar spectral difference is found between control and 5xFAD transgenic mice that accumulate Aβ in the brain and retina. These findings indicate that retinal hyperspectral imaging may predict brain Aβ load.

Identifiants

pubmed: 31530809
doi: 10.1038/s41467-019-12242-1
pii: 10.1038/s41467-019-12242-1
pmc: PMC6748929
doi:

Substances chimiques

Amyloid beta-Peptides 0
Biomarkers 0

Types de publication

Evaluation Study Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

4227

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Auteurs

Xavier Hadoux (X)

Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, 3002, VIC, Australia. xavier.hadoux@unimelb.edu.au.
Ophthalmology, Department of Surgery, University of Melbourne, Parkville, 3010, VIC, Australia. xavier.hadoux@unimelb.edu.au.

Flora Hui (F)

Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, 3002, VIC, Australia.
Ophthalmology, Department of Surgery, University of Melbourne, Parkville, 3010, VIC, Australia.

Jeremiah K H Lim (JKH)

Department of Optometry and Vision Sciences, University of Melbourne, Parkville, 3010, VIC, Australia.

Colin L Masters (CL)

The Florey Institute, The University of Melbourne, Parkville, 3010, VIC, Australia.

Alice Pébay (A)

Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, 3002, VIC, Australia.
Ophthalmology, Department of Surgery, University of Melbourne, Parkville, 3010, VIC, Australia.

Sophie Chevalier (S)

Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, 3002, VIC, Australia.
Ophthalmology, Department of Surgery, University of Melbourne, Parkville, 3010, VIC, Australia.

Jason Ha (J)

Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, 3002, VIC, Australia.
Ophthalmology, Department of Surgery, University of Melbourne, Parkville, 3010, VIC, Australia.
Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, 3800, VIC, Australia.

Samantha Loi (S)

Neuropsychiatry Unit, North Western Mental Health, Melbourne Health, Royal Melbourne Hospital, Parkville, 3050, VIC, Australia.
University of Melbourne, Department of Psychiatry, Parkville, 3010, VIC, Australia.

Christopher J Fowler (CJ)

The Florey Institute, The University of Melbourne, Parkville, 3010, VIC, Australia.

Christopher Rowe (C)

Austin Health, Melbourne, 3084, VIC, Australia.

Victor L Villemagne (VL)

Austin Health, Melbourne, 3084, VIC, Australia.

Edward N Taylor (EN)

Centre for Astrophysics and Supercomputing, Swinburne University of Technology, Melbourne, 3122, VIC, Australia.

Christopher Fluke (C)

OzGrav-Swinburne, Centre for Astrophysics & Supercomputing, Swinburne University of Technology, Melbourne, 3122, VIC, Australia.
Advanced Visualisation Laboratory, Digital Research Innovation Capability Platform, Swinburne University of Technology, Melbourne, 3122, VIC, Australia.

Jean-Paul Soucy (JP)

McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, H3A 2B4, QC, Canada.
PERFORM Centre, Concordia University, Montreal, H4B 1R6, QC, Canada.

Frédéric Lesage (F)

École Polytechnique de Montréal, Institut de génie biomédical, Département de Génie électrique, Montreal, H3C 3A7, QC, Canada.
Research Center, Montreal Heart Institute, Montreal, H1T 1C8, QC, Canada.

Jean-Philippe Sylvestre (JP)

Optina Diagnostics, Montreal, H4T 1Z2, QC, Canada.

Pedro Rosa-Neto (P)

McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, H3A 2B4, QC, Canada.
Translational Neuroimaging Laboratory, McGill Centre for Studies in Aging, Douglas Mental Health University Institute, Montreal, H4H 1R3, QC, Canada.
Alzheimer's Disease Research Unit, The McGill University Research Centre for Studies in Aging, McGill University, Montreal, H4H 1R3, QC, Canada.

Sulantha Mathotaarachchi (S)

McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, H3A 2B4, QC, Canada.
Translational Neuroimaging Laboratory, McGill Centre for Studies in Aging, Douglas Mental Health University Institute, Montreal, H4H 1R3, QC, Canada.

Serge Gauthier (S)

Alzheimer's Disease Research Unit, The McGill University Research Centre for Studies in Aging, McGill University, Montreal, H4H 1R3, QC, Canada.

Ziad S Nasreddine (ZS)

MoCA Clinic and Institute, Greenfield Park, J4V 2J2, QC, Canada.

Jean Daniel Arbour (JD)

Clinique ophtalmologique 2121, Montreal, H3H 1G6, QC, Canada.

Marc-André Rhéaume (MA)

Clinique ophtalmologique 2121, Montreal, H3H 1G6, QC, Canada.

Sylvain Beaulieu (S)

Département de médecine nucléaire, Hôpital Maisonneuve-Rosemont, Montreal, H1T 2M4, QC, Canada.

Mohamed Dirani (M)

Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, 3002, VIC, Australia.
Ophthalmology, Department of Surgery, University of Melbourne, Parkville, 3010, VIC, Australia.
Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, 169856, Singapore.

Christine T O Nguyen (CTO)

Department of Optometry and Vision Sciences, University of Melbourne, Parkville, 3010, VIC, Australia.

Bang V Bui (BV)

Department of Optometry and Vision Sciences, University of Melbourne, Parkville, 3010, VIC, Australia.

Robert Williamson (R)

Murdoch Children's Research Institute and Department of Paediatrics, University of Melbourne, Melbourne, 3052, VIC, Australia.

Jonathan G Crowston (JG)

Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, 3002, VIC, Australia.
Ophthalmology, Department of Surgery, University of Melbourne, Parkville, 3010, VIC, Australia.

Peter van Wijngaarden (P)

Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, 3002, VIC, Australia. peterv@unimelb.edu.au.
Ophthalmology, Department of Surgery, University of Melbourne, Parkville, 3010, VIC, Australia. peterv@unimelb.edu.au.

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