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Spatial analysis of thickness changes in ten retinal layers of Alzheimer’s disease patients based on optical coherence tomography
The retina is an attractive source of biomarkers since it shares many features with the brain. Thickness differences in 10 retinal layers between 19 patients with mild Alzheimer’s disease (AD) and a control group of 24 volunteers were investigated. Retinal layers were automatically segmented and the...
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/PMC6737098/ https://www.ncbi.nlm.nih.gov/pubmed/31506524 http://dx.doi.org/10.1038/s41598-019-49353-0 |
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author | Jáñez-Escalada, Luis Jáñez-García, Lucía Salobrar-García, Elena Santos-Mayo, Alejandro de Hoz, Rosa Yubero, Raquel Gil, Pedro Ramírez, José M. |
author_facet | Jáñez-Escalada, Luis Jáñez-García, Lucía Salobrar-García, Elena Santos-Mayo, Alejandro de Hoz, Rosa Yubero, Raquel Gil, Pedro Ramírez, José M. |
author_sort | Jáñez-Escalada, Luis |
collection | PubMed |
description | The retina is an attractive source of biomarkers since it shares many features with the brain. Thickness differences in 10 retinal layers between 19 patients with mild Alzheimer’s disease (AD) and a control group of 24 volunteers were investigated. Retinal layers were automatically segmented and their thickness at each scanned point was measured, corrected for tilt and spatially normalized. When the mean thickness of entire layers was compared between patients and controls, only the outer segment layer of patients showed statistically significant thinning. However, when the layers were compared point-by point, patients showed statistically significant thinning in irregular regions of total retina and nerve fiber, ganglion cell, inner plexiform, inner nuclear and outer segment layers. Our method, based on random field theory, provides a precise delimitation of regions where total retina and each of its layers show a statistically significant thinning in AD patients. All layers, except inner nuclear and outer segments, showed thickened regions. New analytic methods have shown that thinned regions are interspersed with thickened ones in all layers, except inner nuclear and outer segments. Across different layers we found a statistically significant trend of the thinned regions to overlap and of the thickened ones to avoid overlapping. |
format | Online Article Text |
id | pubmed-6737098 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-67370982019-09-20 Spatial analysis of thickness changes in ten retinal layers of Alzheimer’s disease patients based on optical coherence tomography Jáñez-Escalada, Luis Jáñez-García, Lucía Salobrar-García, Elena Santos-Mayo, Alejandro de Hoz, Rosa Yubero, Raquel Gil, Pedro Ramírez, José M. Sci Rep Article The retina is an attractive source of biomarkers since it shares many features with the brain. Thickness differences in 10 retinal layers between 19 patients with mild Alzheimer’s disease (AD) and a control group of 24 volunteers were investigated. Retinal layers were automatically segmented and their thickness at each scanned point was measured, corrected for tilt and spatially normalized. When the mean thickness of entire layers was compared between patients and controls, only the outer segment layer of patients showed statistically significant thinning. However, when the layers were compared point-by point, patients showed statistically significant thinning in irregular regions of total retina and nerve fiber, ganglion cell, inner plexiform, inner nuclear and outer segment layers. Our method, based on random field theory, provides a precise delimitation of regions where total retina and each of its layers show a statistically significant thinning in AD patients. All layers, except inner nuclear and outer segments, showed thickened regions. New analytic methods have shown that thinned regions are interspersed with thickened ones in all layers, except inner nuclear and outer segments. Across different layers we found a statistically significant trend of the thinned regions to overlap and of the thickened ones to avoid overlapping. Nature Publishing Group UK 2019-09-10 /pmc/articles/PMC6737098/ /pubmed/31506524 http://dx.doi.org/10.1038/s41598-019-49353-0 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 Jáñez-Escalada, Luis Jáñez-García, Lucía Salobrar-García, Elena Santos-Mayo, Alejandro de Hoz, Rosa Yubero, Raquel Gil, Pedro Ramírez, José M. Spatial analysis of thickness changes in ten retinal layers of Alzheimer’s disease patients based on optical coherence tomography |
title | Spatial analysis of thickness changes in ten retinal layers of Alzheimer’s disease patients based on optical coherence tomography |
title_full | Spatial analysis of thickness changes in ten retinal layers of Alzheimer’s disease patients based on optical coherence tomography |
title_fullStr | Spatial analysis of thickness changes in ten retinal layers of Alzheimer’s disease patients based on optical coherence tomography |
title_full_unstemmed | Spatial analysis of thickness changes in ten retinal layers of Alzheimer’s disease patients based on optical coherence tomography |
title_short | Spatial analysis of thickness changes in ten retinal layers of Alzheimer’s disease patients based on optical coherence tomography |
title_sort | spatial analysis of thickness changes in ten retinal layers of alzheimer’s disease patients based on optical coherence tomography |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6737098/ https://www.ncbi.nlm.nih.gov/pubmed/31506524 http://dx.doi.org/10.1038/s41598-019-49353-0 |
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