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Retinal hyperspectral imaging in the 5xFAD mouse model of Alzheimer’s disease
Hyperspectral imaging of the retina has recently been posited as a potentially useful form of spectroscopy of amyloid-beta (Aβ) protein in the eyes of those with Alzheimer’s disease (AD). The concept of using the retina as a biomarker for AD is an attractive one, as current screening tools for AD ar...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973540/ https://www.ncbi.nlm.nih.gov/pubmed/33737550 http://dx.doi.org/10.1038/s41598-021-85554-2 |
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author | Lim, Jeremiah K. H. Li, Qiao-Xin Ryan, Tim Bedggood, Phillip Metha, Andrew Vingrys, Algis J. Bui, Bang V. Nguyen, Christine T. O. |
author_facet | Lim, Jeremiah K. H. Li, Qiao-Xin Ryan, Tim Bedggood, Phillip Metha, Andrew Vingrys, Algis J. Bui, Bang V. Nguyen, Christine T. O. |
author_sort | Lim, Jeremiah K. H. |
collection | PubMed |
description | Hyperspectral imaging of the retina has recently been posited as a potentially useful form of spectroscopy of amyloid-beta (Aβ) protein in the eyes of those with Alzheimer’s disease (AD). The concept of using the retina as a biomarker for AD is an attractive one, as current screening tools for AD are either expensive or inaccessible. Recent studies have investigated hyperspectral imaging in Aβ models however these studies have been in younger mice. Here we characterised hyperspectral reflectance profile in 6 to 17 months old 5xFAD mice and compare this to Aβ in isolated preparations. Hyperspectral imaging was conducted across two preparations of Aβ using a custom built bench ophthalmoscope. In the in vitro condition, 1 mg of purified human Aβ42 was solubilised and left to aggregate for 72 h. This soluble/insoluble Aβ mixture was then imaged by suspending the solution at a pipette tip and compared against phosphate buffered saline (PBS) control (n = 10 ROIs / group). In the in vivo condition, a 5xFAD transgenic mouse model was used and retinae were imaged at the age of 6 (n = 9), 12 (n = 9) and 17 months (n = 8) with age matched wildtype littermates as control (n = 12, n = 13, n = 15 respectively). In the vitro condition, hyperspectral imaging of the solution showed greater reflectance compared with vehicle (p < 0.01), with the greatest differences occurring in the short visible spectrum (< 500 nm). In the in vivo preparation, 5xFAD showed greater hyperspectral reflectance at all ages (6, 12, 17 months, p < 0.01). These differences were noted most in the short wavelengths at younger ages, with an additional peak appearing at longer wavelengths (~ 550 nm) with advancing age. This study shows that the presence of Aβ (soluble/insoluble mixture) can increase the hyperspectral reflectance profile in vitro as well as in vivo. Differences were evident in the short wavelength spectrum (< 500 nm) in vitro and were preserved when imaged through the ocular media in the in vivo conditions. With advancing age a second hump around ~ 550 nm became more apparent. Hyperspectral imaging of the retina does not require the use of contrast agents and is a potentially useful and non-invasive biomarker for AD. |
format | Online Article Text |
id | pubmed-7973540 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79735402021-03-19 Retinal hyperspectral imaging in the 5xFAD mouse model of Alzheimer’s disease Lim, Jeremiah K. H. Li, Qiao-Xin Ryan, Tim Bedggood, Phillip Metha, Andrew Vingrys, Algis J. Bui, Bang V. Nguyen, Christine T. O. Sci Rep Article Hyperspectral imaging of the retina has recently been posited as a potentially useful form of spectroscopy of amyloid-beta (Aβ) protein in the eyes of those with Alzheimer’s disease (AD). The concept of using the retina as a biomarker for AD is an attractive one, as current screening tools for AD are either expensive or inaccessible. Recent studies have investigated hyperspectral imaging in Aβ models however these studies have been in younger mice. Here we characterised hyperspectral reflectance profile in 6 to 17 months old 5xFAD mice and compare this to Aβ in isolated preparations. Hyperspectral imaging was conducted across two preparations of Aβ using a custom built bench ophthalmoscope. In the in vitro condition, 1 mg of purified human Aβ42 was solubilised and left to aggregate for 72 h. This soluble/insoluble Aβ mixture was then imaged by suspending the solution at a pipette tip and compared against phosphate buffered saline (PBS) control (n = 10 ROIs / group). In the in vivo condition, a 5xFAD transgenic mouse model was used and retinae were imaged at the age of 6 (n = 9), 12 (n = 9) and 17 months (n = 8) with age matched wildtype littermates as control (n = 12, n = 13, n = 15 respectively). In the vitro condition, hyperspectral imaging of the solution showed greater reflectance compared with vehicle (p < 0.01), with the greatest differences occurring in the short visible spectrum (< 500 nm). In the in vivo preparation, 5xFAD showed greater hyperspectral reflectance at all ages (6, 12, 17 months, p < 0.01). These differences were noted most in the short wavelengths at younger ages, with an additional peak appearing at longer wavelengths (~ 550 nm) with advancing age. This study shows that the presence of Aβ (soluble/insoluble mixture) can increase the hyperspectral reflectance profile in vitro as well as in vivo. Differences were evident in the short wavelength spectrum (< 500 nm) in vitro and were preserved when imaged through the ocular media in the in vivo conditions. With advancing age a second hump around ~ 550 nm became more apparent. Hyperspectral imaging of the retina does not require the use of contrast agents and is a potentially useful and non-invasive biomarker for AD. Nature Publishing Group UK 2021-03-18 /pmc/articles/PMC7973540/ /pubmed/33737550 http://dx.doi.org/10.1038/s41598-021-85554-2 Text en © The Author(s) 2021 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Lim, Jeremiah K. H. Li, Qiao-Xin Ryan, Tim Bedggood, Phillip Metha, Andrew Vingrys, Algis J. Bui, Bang V. Nguyen, Christine T. O. Retinal hyperspectral imaging in the 5xFAD mouse model of Alzheimer’s disease |
title | Retinal hyperspectral imaging in the 5xFAD mouse model of Alzheimer’s disease |
title_full | Retinal hyperspectral imaging in the 5xFAD mouse model of Alzheimer’s disease |
title_fullStr | Retinal hyperspectral imaging in the 5xFAD mouse model of Alzheimer’s disease |
title_full_unstemmed | Retinal hyperspectral imaging in the 5xFAD mouse model of Alzheimer’s disease |
title_short | Retinal hyperspectral imaging in the 5xFAD mouse model of Alzheimer’s disease |
title_sort | retinal hyperspectral imaging in the 5xfad mouse model of alzheimer’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973540/ https://www.ncbi.nlm.nih.gov/pubmed/33737550 http://dx.doi.org/10.1038/s41598-021-85554-2 |
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