High-Resolution Imaging of Parafoveal Cones in Different Stages of Diabetic Retinopathy Using Adaptive Optics Fundus Camera
To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. An adaptive optics (AO) retinal camera (rtx1™; Imagine Eyes, Orsay, France) was used to acquire images of parafoveal cones from patients with type II diabetes mellitus with or without retinop...
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Published in | PloS one Vol. 11; no. 4; p. e0152788 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Public Library of Science
08.04.2016
Public Library of Science (PLoS) |
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Online Access | Get full text |
ISSN | 1932-6203 1932-6203 |
DOI | 10.1371/journal.pone.0152788 |
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Abstract | To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus.
An adaptive optics (AO) retinal camera (rtx1™; Imagine Eyes, Orsay, France) was used to acquire images of parafoveal cones from patients with type II diabetes mellitus with or without retinopathy and from healthy controls with no known systemic or ocular disease. Cone mosaic was captured at 0° and 2°eccentricities along the horizontal and vertical meridians. The density of the parafoveal cones was calculated within 100×100-μm squares located at 500-μm from the foveal center along the orthogonal meridians. Manual corrections of the automated counting were then performed by 2 masked graders. Cone density measurements were evaluated with ANOVA that consisted of one between-subjects factor, stage of retinopathy and the within-subject factors. The ANOVA model included a complex covariance structure to account for correlations between the levels of the within-subject factors.
Ten healthy participants (20 eyes) and 25 patients (29 eyes) with type II diabetes mellitus were recruited in the study. The mean (± standard deviation [SD]) age of the healthy participants (Control group), patients with diabetes without retinopathy (No DR group), and patients with diabetic retinopathy (DR group) was 55 ± 8, 53 ± 8, and 52 ± 9 years, respectively. The cone density was significantly lower in the moderate nonproliferative diabetic retinopathy (NPDR) and severe NPDR/proliferative DR groups compared to the Control, No DR, and mild NPDR groups (P < 0.05). No correlation was found between cone density and the level of hemoglobin A1c (HbA1c) or the duration of diabetes.
The extent of photoreceptor loss on AO imaging may correlate positively with severity of DR in patients with type II diabetes mellitus. Photoreceptor loss may be more pronounced among patients with advanced stages of DR due to higher risk of macular edema and its sequelae. |
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AbstractList | Purpose To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. Methods An adaptive optics (AO) retinal camera (rtx1™; Imagine Eyes, Orsay, France) was used to acquire images of parafoveal cones from patients with type II diabetes mellitus with or without retinopathy and from healthy controls with no known systemic or ocular disease. Cone mosaic was captured at 0° and 2°eccentricities along the horizontal and vertical meridians. The density of the parafoveal cones was calculated within 100×100-μm squares located at 500-μm from the foveal center along the orthogonal meridians. Manual corrections of the automated counting were then performed by 2 masked graders. Cone density measurements were evaluated with ANOVA that consisted of one between-subjects factor, stage of retinopathy and the within-subject factors. The ANOVA model included a complex covariance structure to account for correlations between the levels of the within-subject factors. Results Ten healthy participants (20 eyes) and 25 patients (29 eyes) with type II diabetes mellitus were recruited in the study. The mean (± standard deviation [SD]) age of the healthy participants (Control group), patients with diabetes without retinopathy (No DR group), and patients with diabetic retinopathy (DR group) was 55 ± 8, 53 ± 8, and 52 ± 9 years, respectively. The cone density was significantly lower in the moderate nonproliferative diabetic retinopathy (NPDR) and severe NPDR/proliferative DR groups compared to the Control, No DR, and mild NPDR groups (P < 0.05). No correlation was found between cone density and the level of hemoglobin A1c (HbA1c) or the duration of diabetes. Conclusions The extent of photoreceptor loss on AO imaging may correlate positively with severity of DR in patients with type II diabetes mellitus. Photoreceptor loss may be more pronounced among patients with advanced stages of DR due to higher risk of macular edema and its sequelae. Purpose To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. Methods An adaptive optics (AO) retinal camera (rtx1.sup.[TM] ; Imagine Eyes, Orsay, France) was used to acquire images of parafoveal cones from patients with type II diabetes mellitus with or without retinopathy and from healthy controls with no known systemic or ocular disease. Cone mosaic was captured at 0° and 2°eccentricities along the horizontal and vertical meridians. The density of the parafoveal cones was calculated within 100x100-[mu]m squares located at 500-[mu]m from the foveal center along the orthogonal meridians. Manual corrections of the automated counting were then performed by 2 masked graders. Cone density measurements were evaluated with ANOVA that consisted of one between-subjects factor, stage of retinopathy and the within-subject factors. The ANOVA model included a complex covariance structure to account for correlations between the levels of the within-subject factors. Results Ten healthy participants (20 eyes) and 25 patients (29 eyes) with type II diabetes mellitus were recruited in the study. The mean (± standard deviation [SD]) age of the healthy participants (Control group), patients with diabetes without retinopathy (No DR group), and patients with diabetic retinopathy (DR group) was 55 ± 8, 53 ± 8, and 52 ± 9 years, respectively. The cone density was significantly lower in the moderate nonproliferative diabetic retinopathy (NPDR) and severe NPDR/proliferative DR groups compared to the Control, No DR, and mild NPDR groups (P < 0.05). No correlation was found between cone density and the level of hemoglobin A.sub.1c (HbA.sub.1c) or the duration of diabetes. Conclusions The extent of photoreceptor loss on AO imaging may correlate positively with severity of DR in patients with type II diabetes mellitus. Photoreceptor loss may be more pronounced among patients with advanced stages of DR due to higher risk of macular edema and its sequelae. To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. An adaptive optics (AO) retinal camera (rtx1.sup.[TM] ; Imagine Eyes, Orsay, France) was used to acquire images of parafoveal cones from patients with type II diabetes mellitus with or without retinopathy and from healthy controls with no known systemic or ocular disease. Cone mosaic was captured at 0° and 2°eccentricities along the horizontal and vertical meridians. The density of the parafoveal cones was calculated within 100x100-[mu]m squares located at 500-[mu]m from the foveal center along the orthogonal meridians. Manual corrections of the automated counting were then performed by 2 masked graders. Cone density measurements were evaluated with ANOVA that consisted of one between-subjects factor, stage of retinopathy and the within-subject factors. The ANOVA model included a complex covariance structure to account for correlations between the levels of the within-subject factors. Ten healthy participants (20 eyes) and 25 patients (29 eyes) with type II diabetes mellitus were recruited in the study. The mean (± standard deviation [SD]) age of the healthy participants (Control group), patients with diabetes without retinopathy (No DR group), and patients with diabetic retinopathy (DR group) was 55 ± 8, 53 ± 8, and 52 ± 9 years, respectively. The cone density was significantly lower in the moderate nonproliferative diabetic retinopathy (NPDR) and severe NPDR/proliferative DR groups compared to the Control, No DR, and mild NPDR groups (P < 0.05). No correlation was found between cone density and the level of hemoglobin A.sub.1c (HbA.sub.1c) or the duration of diabetes. The extent of photoreceptor loss on AO imaging may correlate positively with severity of DR in patients with type II diabetes mellitus. Photoreceptor loss may be more pronounced among patients with advanced stages of DR due to higher risk of macular edema and its sequelae. Purpose To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. Methods An adaptive optics (AO) retinal camera (rtx1 ™ ; Imagine Eyes, Orsay, France) was used to acquire images of parafoveal cones from patients with type II diabetes mellitus with or without retinopathy and from healthy controls with no known systemic or ocular disease. Cone mosaic was captured at 0° and 2°eccentricities along the horizontal and vertical meridians. The density of the parafoveal cones was calculated within 100×100-μm squares located at 500-μm from the foveal center along the orthogonal meridians. Manual corrections of the automated counting were then performed by 2 masked graders. Cone density measurements were evaluated with ANOVA that consisted of one between-subjects factor, stage of retinopathy and the within-subject factors. The ANOVA model included a complex covariance structure to account for correlations between the levels of the within-subject factors. Results Ten healthy participants (20 eyes) and 25 patients (29 eyes) with type II diabetes mellitus were recruited in the study. The mean (± standard deviation [SD]) age of the healthy participants (Control group), patients with diabetes without retinopathy (No DR group), and patients with diabetic retinopathy (DR group) was 55 ± 8, 53 ± 8, and 52 ± 9 years, respectively. The cone density was significantly lower in the moderate nonproliferative diabetic retinopathy (NPDR) and severe NPDR/proliferative DR groups compared to the Control, No DR, and mild NPDR groups ( P < 0.05). No correlation was found between cone density and the level of hemoglobin A 1c (HbA 1c ) or the duration of diabetes. Conclusions The extent of photoreceptor loss on AO imaging may correlate positively with severity of DR in patients with type II diabetes mellitus. Photoreceptor loss may be more pronounced among patients with advanced stages of DR due to higher risk of macular edema and its sequelae. PURPOSETo assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus.METHODSAn adaptive optics (AO) retinal camera (rtx1™; Imagine Eyes, Orsay, France) was used to acquire images of parafoveal cones from patients with type II diabetes mellitus with or without retinopathy and from healthy controls with no known systemic or ocular disease. Cone mosaic was captured at 0° and 2°eccentricities along the horizontal and vertical meridians. The density of the parafoveal cones was calculated within 100×100-μm squares located at 500-μm from the foveal center along the orthogonal meridians. Manual corrections of the automated counting were then performed by 2 masked graders. Cone density measurements were evaluated with ANOVA that consisted of one between-subjects factor, stage of retinopathy and the within-subject factors. The ANOVA model included a complex covariance structure to account for correlations between the levels of the within-subject factors.RESULTSTen healthy participants (20 eyes) and 25 patients (29 eyes) with type II diabetes mellitus were recruited in the study. The mean (± standard deviation [SD]) age of the healthy participants (Control group), patients with diabetes without retinopathy (No DR group), and patients with diabetic retinopathy (DR group) was 55 ± 8, 53 ± 8, and 52 ± 9 years, respectively. The cone density was significantly lower in the moderate nonproliferative diabetic retinopathy (NPDR) and severe NPDR/proliferative DR groups compared to the Control, No DR, and mild NPDR groups (P < 0.05). No correlation was found between cone density and the level of hemoglobin A1c (HbA1c) or the duration of diabetes.CONCLUSIONSThe extent of photoreceptor loss on AO imaging may correlate positively with severity of DR in patients with type II diabetes mellitus. Photoreceptor loss may be more pronounced among patients with advanced stages of DR due to higher risk of macular edema and its sequelae. To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. An adaptive optics (AO) retinal camera (rtx1™; Imagine Eyes, Orsay, France) was used to acquire images of parafoveal cones from patients with type II diabetes mellitus with or without retinopathy and from healthy controls with no known systemic or ocular disease. Cone mosaic was captured at 0° and 2°eccentricities along the horizontal and vertical meridians. The density of the parafoveal cones was calculated within 100×100-μm squares located at 500-μm from the foveal center along the orthogonal meridians. Manual corrections of the automated counting were then performed by 2 masked graders. Cone density measurements were evaluated with ANOVA that consisted of one between-subjects factor, stage of retinopathy and the within-subject factors. The ANOVA model included a complex covariance structure to account for correlations between the levels of the within-subject factors. Ten healthy participants (20 eyes) and 25 patients (29 eyes) with type II diabetes mellitus were recruited in the study. The mean (± standard deviation [SD]) age of the healthy participants (Control group), patients with diabetes without retinopathy (No DR group), and patients with diabetic retinopathy (DR group) was 55 ± 8, 53 ± 8, and 52 ± 9 years, respectively. The cone density was significantly lower in the moderate nonproliferative diabetic retinopathy (NPDR) and severe NPDR/proliferative DR groups compared to the Control, No DR, and mild NPDR groups (P < 0.05). No correlation was found between cone density and the level of hemoglobin A1c (HbA1c) or the duration of diabetes. The extent of photoreceptor loss on AO imaging may correlate positively with severity of DR in patients with type II diabetes mellitus. Photoreceptor loss may be more pronounced among patients with advanced stages of DR due to higher risk of macular edema and its sequelae. |
Audience | Academic |
Author | Hassan, Muhammad Hanout, Mostafa Sepah, Yasir J. Soliman, Mohamed Kamel Sadiq, Mohammad Ali Agarwal, Aniruddha Sarwar, Salman Graf, Frank High, Robin Do, Diana V. Nguyen, Quan Dong |
AuthorAffiliation | 3 College of Public Health, University of Nebraska Medical Center, Omaha, NE, United States of America 1 Ocular Imaging Reading and Research Center, Stanley M. Truhlsen Eye Institute, University of Nebraska Medical Center, Omaha, NE, United States of America Justus-Liebig-University Giessen, GERMANY 2 Department of Ophthalmology, Assiut University, Assiut, Egypt |
AuthorAffiliation_xml | – name: 2 Department of Ophthalmology, Assiut University, Assiut, Egypt – name: Justus-Liebig-University Giessen, GERMANY – name: 1 Ocular Imaging Reading and Research Center, Stanley M. Truhlsen Eye Institute, University of Nebraska Medical Center, Omaha, NE, United States of America – name: 3 College of Public Health, University of Nebraska Medical Center, Omaha, NE, United States of America |
Author_xml | – sequence: 1 givenname: Mohamed Kamel surname: Soliman fullname: Soliman, Mohamed Kamel – sequence: 2 givenname: Mohammad Ali surname: Sadiq fullname: Sadiq, Mohammad Ali – sequence: 3 givenname: Aniruddha surname: Agarwal fullname: Agarwal, Aniruddha – sequence: 4 givenname: Salman surname: Sarwar fullname: Sarwar, Salman – sequence: 5 givenname: Muhammad surname: Hassan fullname: Hassan, Muhammad – sequence: 6 givenname: Mostafa surname: Hanout fullname: Hanout, Mostafa – sequence: 7 givenname: Frank surname: Graf fullname: Graf, Frank – sequence: 8 givenname: Robin surname: High fullname: High, Robin – sequence: 9 givenname: Diana V. surname: Do fullname: Do, Diana V. – sequence: 10 givenname: Quan Dong surname: Nguyen fullname: Nguyen, Quan Dong – sequence: 11 givenname: Yasir J. surname: Sepah fullname: Sepah, Yasir J. |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/27057752$$D View this record in MEDLINE/PubMed |
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Copyright | COPYRIGHT 2016 Public Library of Science 2016 Soliman et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2016 Soliman et al 2016 Soliman et al |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Conceived and designed the experiments: MKS QDN YJS. Performed the experiments: MKS MAS AA M. Hanout SS. Analyzed the data: MKS MAS RH M. Hassan DVD. Contributed reagents/materials/analysis tools: FG DVD QDN. Wrote the paper: MKS MAS AA SS M. Hanout YJS. Competing Interests: The authors have declared that no competing interests exist. These authors also contributed equally to this work. |
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PublicationDate | 2016-04-08 |
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Snippet | To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus.
An adaptive optics (AO) retinal camera (rtx1™;... Purpose To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. Methods An adaptive optics (AO) retinal... To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. An adaptive optics (AO) retinal camera... PURPOSETo assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus.METHODSAn adaptive optics (AO) retinal... PURPOSE:To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. METHODS:An adaptive optics (AO) retinal... Purpose To assess cone density as a marker of early signs of retinopathy in patients with type II diabetes mellitus. Methods An adaptive optics (AO) retinal... |
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SubjectTerms | Adaptive optics Biology and Life Sciences Cameras Care and treatment Case-Control Studies Complications Complications and side effects Cones Correlation Covariance Density Diabetes Diabetes mellitus Diabetes Mellitus, Type 2 - complications Diabetic retinopathy Diabetic Retinopathy - diagnosis Diabetic Retinopathy - etiology Diagnosis Disease Disease control Edema Engineering and Technology Eye Eye (anatomy) Female Fovea Centralis - pathology Glucose Health care Hemoglobin Horizontal cells Humans Image acquisition Image Processing, Computer-Assisted Image resolution Male Medical imaging Medicine and Health Sciences Middle Aged Mutation Optics Optics and Photonics Packaging Patients Photography - instrumentation Photoreceptors Reading Retina Retinal Cone Photoreceptor Cells - pathology Retinopathy Science Social Sciences Tomography, Optical Coherence Topography Type 2 diabetes Variance analysis |
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Title | High-Resolution Imaging of Parafoveal Cones in Different Stages of Diabetic Retinopathy Using Adaptive Optics Fundus Camera |
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