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Investigating Tissue Optical Properties and Texture Descriptors of the Retina in Patients with Multiple Sclerosis
PURPOSE: To assess the differences in texture descriptors and optical properties of retinal tissue layers in patients with multiple sclerosis (MS) and to evaluate their usefulness in the detection of neurodegenerative changes using optical coherence tomography (OCT) image segmentation. PATIENTS AND...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4664388/ https://www.ncbi.nlm.nih.gov/pubmed/26619298 http://dx.doi.org/10.1371/journal.pone.0143711 |
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author | Varga, Boglárka Enikő Gao, Wei Laurik, Kornélia Lenke Tátrai, Erika Simó, Magdolna Somfai, Gábor Márk Cabrera DeBuc, Delia |
author_facet | Varga, Boglárka Enikő Gao, Wei Laurik, Kornélia Lenke Tátrai, Erika Simó, Magdolna Somfai, Gábor Márk Cabrera DeBuc, Delia |
author_sort | Varga, Boglárka Enikő |
collection | PubMed |
description | PURPOSE: To assess the differences in texture descriptors and optical properties of retinal tissue layers in patients with multiple sclerosis (MS) and to evaluate their usefulness in the detection of neurodegenerative changes using optical coherence tomography (OCT) image segmentation. PATIENTS AND METHODS: 38 patients with MS were examined using Stratus OCT. The raw macular OCT data were exported and processed using OCTRIMA software. The enrolled eyes were divided into two groups, based on the presence of optic neuritis (ON) in the history (MSON+ group, n = 36 and MSON- group, n = 31). Data of 29 eyes of 24 healthy subjects (H) were used as controls. A total of seven intraretinal layers were segmented and thickness as well as optical parameters such as contrast, fractal dimension, layer index and total reflectance were measured. Mixed-model ANOVA analysis was used for statistical comparisons. RESULTS: Significant thinning of the retinal nerve fiber layer (RNFL), ganglion cell/inner plexiform layer complex (GCL+IPL) and ganglion cell complex (GCC, RNFL+GCL+IPL) was observed between study groups in all comparisons. Significant difference was found in contrast in the RNFL, GCL+IPL, GCC, inner nuclear layer (INL) and outer plexiform layer when comparing MSON+ to the other groups. Higher fractal dimension values were observed in GCL+IPL and INL layers when comparing H vs. MSON+ groups. A significant difference was found in layer index in the RNFL, GCL+IPL and GCC layers in all comparisons. A significant difference was observed in total reflectance in the RNFL, GCL+IPL and GCC layers between the three examination groups. CONCLUSION: Texture and optical properties of the retinal tissue undergo pronounced changes in MS even without optic neuritis. Our results may help to further improve the diagnostic efficacy of OCT in MS and neurodegeneration. |
format | Online Article Text |
id | pubmed-4664388 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-46643882015-12-10 Investigating Tissue Optical Properties and Texture Descriptors of the Retina in Patients with Multiple Sclerosis Varga, Boglárka Enikő Gao, Wei Laurik, Kornélia Lenke Tátrai, Erika Simó, Magdolna Somfai, Gábor Márk Cabrera DeBuc, Delia PLoS One Research Article PURPOSE: To assess the differences in texture descriptors and optical properties of retinal tissue layers in patients with multiple sclerosis (MS) and to evaluate their usefulness in the detection of neurodegenerative changes using optical coherence tomography (OCT) image segmentation. PATIENTS AND METHODS: 38 patients with MS were examined using Stratus OCT. The raw macular OCT data were exported and processed using OCTRIMA software. The enrolled eyes were divided into two groups, based on the presence of optic neuritis (ON) in the history (MSON+ group, n = 36 and MSON- group, n = 31). Data of 29 eyes of 24 healthy subjects (H) were used as controls. A total of seven intraretinal layers were segmented and thickness as well as optical parameters such as contrast, fractal dimension, layer index and total reflectance were measured. Mixed-model ANOVA analysis was used for statistical comparisons. RESULTS: Significant thinning of the retinal nerve fiber layer (RNFL), ganglion cell/inner plexiform layer complex (GCL+IPL) and ganglion cell complex (GCC, RNFL+GCL+IPL) was observed between study groups in all comparisons. Significant difference was found in contrast in the RNFL, GCL+IPL, GCC, inner nuclear layer (INL) and outer plexiform layer when comparing MSON+ to the other groups. Higher fractal dimension values were observed in GCL+IPL and INL layers when comparing H vs. MSON+ groups. A significant difference was found in layer index in the RNFL, GCL+IPL and GCC layers in all comparisons. A significant difference was observed in total reflectance in the RNFL, GCL+IPL and GCC layers between the three examination groups. CONCLUSION: Texture and optical properties of the retinal tissue undergo pronounced changes in MS even without optic neuritis. Our results may help to further improve the diagnostic efficacy of OCT in MS and neurodegeneration. Public Library of Science 2015-11-30 /pmc/articles/PMC4664388/ /pubmed/26619298 http://dx.doi.org/10.1371/journal.pone.0143711 Text en © 2015 Varga et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Varga, Boglárka Enikő Gao, Wei Laurik, Kornélia Lenke Tátrai, Erika Simó, Magdolna Somfai, Gábor Márk Cabrera DeBuc, Delia Investigating Tissue Optical Properties and Texture Descriptors of the Retina in Patients with Multiple Sclerosis |
title | Investigating Tissue Optical Properties and Texture Descriptors of the Retina in Patients with Multiple Sclerosis |
title_full | Investigating Tissue Optical Properties and Texture Descriptors of the Retina in Patients with Multiple Sclerosis |
title_fullStr | Investigating Tissue Optical Properties and Texture Descriptors of the Retina in Patients with Multiple Sclerosis |
title_full_unstemmed | Investigating Tissue Optical Properties and Texture Descriptors of the Retina in Patients with Multiple Sclerosis |
title_short | Investigating Tissue Optical Properties and Texture Descriptors of the Retina in Patients with Multiple Sclerosis |
title_sort | investigating tissue optical properties and texture descriptors of the retina in patients with multiple sclerosis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4664388/ https://www.ncbi.nlm.nih.gov/pubmed/26619298 http://dx.doi.org/10.1371/journal.pone.0143711 |
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