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

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 th...

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Autores principales: Hadoux, Xavier, Hui, Flora, Lim, Jeremiah K. H., Masters, Colin L., Pébay, Alice, Chevalier, Sophie, Ha, Jason, Loi, Samantha, Fowler, Christopher J., Rowe, Christopher, Villemagne, Victor L., Taylor, Edward N., Fluke, Christopher, Soucy, Jean-Paul, Lesage, Frédéric, Sylvestre, Jean-Philippe, Rosa-Neto, Pedro, Mathotaarachchi, Sulantha, Gauthier, Serge, Nasreddine, Ziad S., Arbour, Jean Daniel, Rhéaume, Marc-André, Beaulieu, Sylvain, Dirani, Mohamed, Nguyen, Christine T. O., Bui, Bang V., Williamson, Robert, Crowston, Jonathan G., van Wijngaarden, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6748929/
https://www.ncbi.nlm.nih.gov/pubmed/31530809
http://dx.doi.org/10.1038/s41467-019-12242-1
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author Hadoux, Xavier
Hui, Flora
Lim, Jeremiah K. H.
Masters, Colin L.
Pébay, Alice
Chevalier, Sophie
Ha, Jason
Loi, Samantha
Fowler, Christopher J.
Rowe, Christopher
Villemagne, Victor L.
Taylor, Edward N.
Fluke, Christopher
Soucy, Jean-Paul
Lesage, Frédéric
Sylvestre, Jean-Philippe
Rosa-Neto, Pedro
Mathotaarachchi, Sulantha
Gauthier, Serge
Nasreddine, Ziad S.
Arbour, Jean Daniel
Rhéaume, Marc-André
Beaulieu, Sylvain
Dirani, Mohamed
Nguyen, Christine T. O.
Bui, Bang V.
Williamson, Robert
Crowston, Jonathan G.
van Wijngaarden, Peter
author_facet Hadoux, Xavier
Hui, Flora
Lim, Jeremiah K. H.
Masters, Colin L.
Pébay, Alice
Chevalier, Sophie
Ha, Jason
Loi, Samantha
Fowler, Christopher J.
Rowe, Christopher
Villemagne, Victor L.
Taylor, Edward N.
Fluke, Christopher
Soucy, Jean-Paul
Lesage, Frédéric
Sylvestre, Jean-Philippe
Rosa-Neto, Pedro
Mathotaarachchi, Sulantha
Gauthier, Serge
Nasreddine, Ziad S.
Arbour, Jean Daniel
Rhéaume, Marc-André
Beaulieu, Sylvain
Dirani, Mohamed
Nguyen, Christine T. O.
Bui, Bang V.
Williamson, Robert
Crowston, Jonathan G.
van Wijngaarden, Peter
author_sort Hadoux, Xavier
collection PubMed
description 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.
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spelling pubmed-67489292019-09-19 Non-invasive in vivo hyperspectral imaging of the retina for potential biomarker use in Alzheimer’s disease Hadoux, Xavier Hui, Flora Lim, Jeremiah K. H. Masters, Colin L. Pébay, Alice Chevalier, Sophie Ha, Jason Loi, Samantha Fowler, Christopher J. Rowe, Christopher Villemagne, Victor L. Taylor, Edward N. Fluke, Christopher Soucy, Jean-Paul Lesage, Frédéric Sylvestre, Jean-Philippe Rosa-Neto, Pedro Mathotaarachchi, Sulantha Gauthier, Serge Nasreddine, Ziad S. Arbour, Jean Daniel Rhéaume, Marc-André Beaulieu, Sylvain Dirani, Mohamed Nguyen, Christine T. O. Bui, Bang V. Williamson, Robert Crowston, Jonathan G. van Wijngaarden, Peter Nat Commun Article 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. Nature Publishing Group UK 2019-09-17 /pmc/articles/PMC6748929/ /pubmed/31530809 http://dx.doi.org/10.1038/s41467-019-12242-1 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Hadoux, Xavier
Hui, Flora
Lim, Jeremiah K. H.
Masters, Colin L.
Pébay, Alice
Chevalier, Sophie
Ha, Jason
Loi, Samantha
Fowler, Christopher J.
Rowe, Christopher
Villemagne, Victor L.
Taylor, Edward N.
Fluke, Christopher
Soucy, Jean-Paul
Lesage, Frédéric
Sylvestre, Jean-Philippe
Rosa-Neto, Pedro
Mathotaarachchi, Sulantha
Gauthier, Serge
Nasreddine, Ziad S.
Arbour, Jean Daniel
Rhéaume, Marc-André
Beaulieu, Sylvain
Dirani, Mohamed
Nguyen, Christine T. O.
Bui, Bang V.
Williamson, Robert
Crowston, Jonathan G.
van Wijngaarden, Peter
Non-invasive in vivo hyperspectral imaging of the retina for potential biomarker use in Alzheimer’s disease
title Non-invasive in vivo hyperspectral imaging of the retina for potential biomarker use in Alzheimer’s disease
title_full Non-invasive in vivo hyperspectral imaging of the retina for potential biomarker use in Alzheimer’s disease
title_fullStr Non-invasive in vivo hyperspectral imaging of the retina for potential biomarker use in Alzheimer’s disease
title_full_unstemmed Non-invasive in vivo hyperspectral imaging of the retina for potential biomarker use in Alzheimer’s disease
title_short Non-invasive in vivo hyperspectral imaging of the retina for potential biomarker use in Alzheimer’s disease
title_sort non-invasive in vivo hyperspectral imaging of the retina for potential biomarker use in alzheimer’s disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6748929/
https://www.ncbi.nlm.nih.gov/pubmed/31530809
http://dx.doi.org/10.1038/s41467-019-12242-1
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