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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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. |
format | Online Article Text |
id | pubmed-6748929 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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