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      Superficial capillary perfusion on optical coherence tomography angiography differentiates moderate and severe nonproliferative diabetic retinopathy

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          Abstract

          Purpose

          To identify objective optical coherence tomography angiography (OCTA) parameters that characterize the spectrum of non-proliferative diabetic retinopathy (NPDR), especially those that distinguish moderate from severe NPDR.

          Methods

          Sixty eyes of 60 patients with treatment-naïve NPDR (mild: 21, moderate: 21, severe: 18), 23 eyes with diabetes and no retinopathy, and 24 healthy control eyes were enrolled. OCTA slabs were segmented into superficial (SCP), middle (MCP), and deep capillary plexus (DCP) and thresholded by a new method based on DCP skeletonized vessel length. The foveal avascular zone (FAZ) area, parafoveal vessel density (VD), and adjusted flow index (AFI) from all three capillary layers and the vessel length density (VLD) of the SCP were compared between each severity group, after adjusting for age and image quality.

          Results

          All vessel density markers decreased with increasing severity of NPDR. SCP VD and VLD demonstrated significant differences between eyes with diabetes with no retinopathy and mild NPDR ( p = 0.001 and p < 0.001, respectively), as well as between moderate vs. severe NPDR ( p = 0.004 and p = 0.009, respectively). MCP VD significantly decreased between moderate and severe NPDR ( p = 0.01). AFI significantly increased in the SCP and showed a decreasing trend in the MCP and DCP with increasing NPDR severity.

          Conclusions

          Changes in the SCP VD, SCP VLD, and MCP VD can distinguish severe NPDR from lower-risk stages. SCP changes may be more reliable due to their lower susceptibility to noise and projection artifacts. Thresholding OCTA images based on DCP skeletonized vessel length showed less variability in moderate and severe NPDR. Additional studies are warranted to validate this new thresholding method.

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          Most cited references42

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences

            G*Power (Erdfelder, Faul, & Buchner, 1996) was designed as a general stand-alone power analysis program for statistical tests commonly used in social and behavioral research. G*Power 3 is a major extension of, and improvement over, the previous versions. It runs on widely used computer platforms (i.e., Windows XP, Windows Vista, and Mac OS X 10.4) and covers many different statistical tests of the t, F, and chi2 test families. In addition, it includes power analyses for z tests and some exact tests. G*Power 3 provides improved effect size calculators and graphic options, supports both distribution-based and design-based input modes, and offers all types of power analyses in which users might be interested. Like its predecessors, G*Power 3 is free.
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              WITHDRAWN: Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: results from the International Diabetes Federation Diabetes Atlas, 9th edition

              To provide global estimates of diabetes prevalence for 2019 and projections for 2030 and 2045.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Writing – original draft
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: Methodology
                Role: Data curationRole: InvestigationRole: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: SupervisionRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                22 October 2020
                2020
                : 15
                : 10
                : e0240064
                Affiliations
                [001]Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America
                Massachusetts Eye & Ear Infirmary, Harvard Medical School, UNITED STATES
                Author notes

                Competing Interests: The authors have no financial competing interests to report. Optovue Inc. provided research instrument and technical support with no involvement in research funding, design, recruitment, or manuscript production. This does not alter our adherence to PLOS ONE policies on sharing data and materials.

                Author information
                https://orcid.org/0000-0002-9568-3558
                Article
                PONE-D-20-19080
                10.1371/journal.pone.0240064
                7580912
                33091032
                90df3926-99ad-4f8e-86cb-9974be340508
                © 2020 Ong et al

                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 credited.

                History
                : 21 June 2020
                : 17 September 2020
                Page count
                Figures: 3, Tables: 4, Pages: 16
                Funding
                Funded by: national eye institute
                Award Recipient :
                Funded by: Illinois society for the prevention of blindness
                Award Recipient :
                Research in this publication was supported by the following two grants: (1) Funding from the National Eye Institute ( https://www.nei.nih.gov/grants-and-training) received by author A.A.F. (1R01EY030121-A1). (2) Grant from the Illinois Society for the Prevention of Blindness ( https://eyehealthillinois.org/research-grants/) received by author C.C.K. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Optovue Inc. provided research instrument and technical support with no involvement in research funding, design, recruitment, or manuscript production.
                Categories
                Research Article
                Biology and Life Sciences
                Anatomy
                Head
                Eyes
                Medicine and Health Sciences
                Anatomy
                Head
                Eyes
                Biology and Life Sciences
                Anatomy
                Ocular System
                Eyes
                Medicine and Health Sciences
                Anatomy
                Ocular System
                Eyes
                Medicine and Health Sciences
                Endocrinology
                Endocrine Disorders
                Diabetes Mellitus
                Medicine and Health Sciences
                Medical Conditions
                Metabolic Disorders
                Diabetes Mellitus
                Biology and Life Sciences
                Anatomy
                Cardiovascular Anatomy
                Blood Vessels
                Capillaries
                Medicine and Health Sciences
                Anatomy
                Cardiovascular Anatomy
                Blood Vessels
                Capillaries
                Medicine and Health Sciences
                Medical Conditions
                Eye Diseases
                Retinal Disorders
                Retinopathy
                Diabetic Retinopathy
                Medicine and Health Sciences
                Ophthalmology
                Eye Diseases
                Retinal Disorders
                Retinopathy
                Diabetic Retinopathy
                Medicine and Health Sciences
                Cardiology
                Cardiovascular Medicine
                Cardiovascular Imaging
                Angiography
                Medicine and Health Sciences
                Diagnostic Medicine
                Diagnostic Radiology
                Cardiovascular Imaging
                Angiography
                Research and Analysis Methods
                Imaging Techniques
                Diagnostic Radiology
                Cardiovascular Imaging
                Angiography
                Medicine and Health Sciences
                Radiology and Imaging
                Diagnostic Radiology
                Cardiovascular Imaging
                Angiography
                Medicine and Health Sciences
                Diagnostic Medicine
                Diagnostic Radiology
                Tomography
                Research and Analysis Methods
                Imaging Techniques
                Diagnostic Radiology
                Tomography
                Medicine and Health Sciences
                Radiology and Imaging
                Diagnostic Radiology
                Tomography
                Research and Analysis Methods
                Imaging Techniques
                Biology and Life Sciences
                Anatomy
                Ocular System
                Ocular Anatomy
                Retina
                Medicine and Health Sciences
                Anatomy
                Ocular System
                Ocular Anatomy
                Retina
                Custom metadata
                All relevant data are within the manuscript and its Supporting Information files.

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