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Parapapillary Choroidal Microvasculature Predicts Diabetic Retinopathy Progression and Diabetic Macular Edema Development: A Three-Year Prospective Study
To determine the predictive value of the microcirculation of the optic nerve head by swept-source optical coherence tomography angiography for identifying individuals with high risk of diabetic retinopathy (DR) progression and diabetic macular edema (DME) development. Prospective observational cohor...
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Published in: | American journal of ophthalmology 2023-01, Vol.245, p.164-173 |
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description | To determine the predictive value of the microcirculation of the optic nerve head by swept-source optical coherence tomography angiography for identifying individuals with high risk of diabetic retinopathy (DR) progression and diabetic macular edema (DME) development.
Prospective observational cohort study.
A total of 946 patients (1879 eyes) with type 2 diabetes mellitus were recruited who had no DR or mild nonproliferative DR at baseline, and no DME. All subjects underwent 3 × 3 mm swept-source optical coherence tomography angiography centered on the optic nerve head to generate angiograms in 4 layers: radial peripapillary plexus, superficial retinal capillary plexus (SCP), deep retinal capillary plexus, and choriocapillaris (CC). The CC flow deficit percentage (CC FD%), vessel density (VD), and perfusion density (PD) were quantified.
During the 3 consecutive years of follow-up, 312 eyes (16.60%) experienced DR progression and 115 eyes (6.12%) developed DME. The DR progression was related to a lower VD of the SCP (relative risk per standard deviation decrease, 95% confidence interval): 1.30, 1.14-1.48; P < .001), a lower PD of the SCP (1.41, 1.24-1.60; P < .001), a lower VD of the radial peripapillary plexus (1.23, 1.08-1.40; P = .002), and an elevated CC FD% (1.62, 1.40-1.88; P < .001). The DME occurrence was associated with a lower VD of SCP (1.35, 1.09-1.66; P = .005), a lower PD of SCP (1.29, 1.05-1.59; P = .016), and a higher CC FD% (1.29, 1.03-1.61; P < .001). The CC FD% significantly improved the predictive power, with the increase of the C-statistic for DR progression and DME occurrence by 3.83% (P = .002) and 5.24% (P < .001), respectively.
This study provides the first longitudinal evidence suggesting that peripapillary CC FD% can improve the prediction of DR progression and DME development beyond traditional risk factors. |
doi_str_mv | 10.1016/j.ajo.2022.07.008 |
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Prospective observational cohort study.
A total of 946 patients (1879 eyes) with type 2 diabetes mellitus were recruited who had no DR or mild nonproliferative DR at baseline, and no DME. All subjects underwent 3 × 3 mm swept-source optical coherence tomography angiography centered on the optic nerve head to generate angiograms in 4 layers: radial peripapillary plexus, superficial retinal capillary plexus (SCP), deep retinal capillary plexus, and choriocapillaris (CC). The CC flow deficit percentage (CC FD%), vessel density (VD), and perfusion density (PD) were quantified.
During the 3 consecutive years of follow-up, 312 eyes (16.60%) experienced DR progression and 115 eyes (6.12%) developed DME. The DR progression was related to a lower VD of the SCP (relative risk per standard deviation decrease, 95% confidence interval): 1.30, 1.14-1.48; P < .001), a lower PD of the SCP (1.41, 1.24-1.60; P < .001), a lower VD of the radial peripapillary plexus (1.23, 1.08-1.40; P = .002), and an elevated CC FD% (1.62, 1.40-1.88; P < .001). The DME occurrence was associated with a lower VD of SCP (1.35, 1.09-1.66; P = .005), a lower PD of SCP (1.29, 1.05-1.59; P = .016), and a higher CC FD% (1.29, 1.03-1.61; P < .001). The CC FD% significantly improved the predictive power, with the increase of the C-statistic for DR progression and DME occurrence by 3.83% (P = .002) and 5.24% (P < .001), respectively.
This study provides the first longitudinal evidence suggesting that peripapillary CC FD% can improve the prediction of DR progression and DME development beyond traditional risk factors.</description><identifier>ISSN: 0002-9394</identifier><identifier>EISSN: 1879-1891</identifier><identifier>DOI: 10.1016/j.ajo.2022.07.008</identifier><identifier>PMID: 35863493</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Algorithms ; Blood pressure ; Blood vessels ; Choroid ; Cohort analysis ; Diabetes ; Diabetes Mellitus, Type 2 - complications ; Diabetes Mellitus, Type 2 - diagnosis ; Diabetic Retinopathy ; Disease ; Edema ; Fluorescein Angiography - methods ; Glaucoma ; Humans ; Macular Edema - diagnosis ; Macular Edema - etiology ; Medical imaging ; Microvessels ; Patients ; Prospective Studies ; Quantitative analysis ; Regression analysis ; Retinal Vessels ; Risk factors ; Software ; Statistical analysis ; Tomography, Optical Coherence - methods ; Visual acuity</subject><ispartof>American journal of ophthalmology, 2023-01, Vol.245, p.164-173</ispartof><rights>2022 Elsevier Inc.</rights><rights>Copyright © 2022 Elsevier Inc. All rights reserved.</rights><rights>2022. Elsevier Inc.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c381t-d6fa8e90d30736ff965c9e1540de8bef294144a09c80379995d189a613c9d75d3</citedby><cites>FETCH-LOGICAL-c381t-d6fa8e90d30736ff965c9e1540de8bef294144a09c80379995d189a613c9d75d3</cites><orcidid>0000-0002-9581-7907 ; 0000-0001-9901-7088 ; 0000-0002-5273-3332</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35863493$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Guo, Xiao</creatorcontrib><creatorcontrib>Chen, Yanping</creatorcontrib><creatorcontrib>Bulloch, Gabriella</creatorcontrib><creatorcontrib>Xiong, Kun</creatorcontrib><creatorcontrib>Chen, Yifan</creatorcontrib><creatorcontrib>Li, Yuting</creatorcontrib><creatorcontrib>Liao, Huan</creatorcontrib><creatorcontrib>Huang, Wenyong</creatorcontrib><creatorcontrib>Zhu, Zhuoting</creatorcontrib><creatorcontrib>Wang, Wei</creatorcontrib><creatorcontrib>On behalf of Guangzhou Diabetic Eye Study Group</creatorcontrib><creatorcontrib>Guangzhou Diabetic Eye Study Group</creatorcontrib><title>Parapapillary Choroidal Microvasculature Predicts Diabetic Retinopathy Progression and Diabetic Macular Edema Development: A Three-Year Prospective Study</title><title>American journal of ophthalmology</title><addtitle>Am J Ophthalmol</addtitle><description>To determine the predictive value of the microcirculation of the optic nerve head by swept-source optical coherence tomography angiography for identifying individuals with high risk of diabetic retinopathy (DR) progression and diabetic macular edema (DME) development.
Prospective observational cohort study.
A total of 946 patients (1879 eyes) with type 2 diabetes mellitus were recruited who had no DR or mild nonproliferative DR at baseline, and no DME. All subjects underwent 3 × 3 mm swept-source optical coherence tomography angiography centered on the optic nerve head to generate angiograms in 4 layers: radial peripapillary plexus, superficial retinal capillary plexus (SCP), deep retinal capillary plexus, and choriocapillaris (CC). The CC flow deficit percentage (CC FD%), vessel density (VD), and perfusion density (PD) were quantified.
During the 3 consecutive years of follow-up, 312 eyes (16.60%) experienced DR progression and 115 eyes (6.12%) developed DME. The DR progression was related to a lower VD of the SCP (relative risk per standard deviation decrease, 95% confidence interval): 1.30, 1.14-1.48; P < .001), a lower PD of the SCP (1.41, 1.24-1.60; P < .001), a lower VD of the radial peripapillary plexus (1.23, 1.08-1.40; P = .002), and an elevated CC FD% (1.62, 1.40-1.88; P < .001). The DME occurrence was associated with a lower VD of SCP (1.35, 1.09-1.66; P = .005), a lower PD of SCP (1.29, 1.05-1.59; P = .016), and a higher CC FD% (1.29, 1.03-1.61; P < .001). The CC FD% significantly improved the predictive power, with the increase of the C-statistic for DR progression and DME occurrence by 3.83% (P = .002) and 5.24% (P < .001), respectively.
This study provides the first longitudinal evidence suggesting that peripapillary CC FD% can improve the prediction of DR progression and DME development beyond traditional risk factors.</description><subject>Algorithms</subject><subject>Blood pressure</subject><subject>Blood vessels</subject><subject>Choroid</subject><subject>Cohort analysis</subject><subject>Diabetes</subject><subject>Diabetes Mellitus, Type 2 - complications</subject><subject>Diabetes Mellitus, Type 2 - diagnosis</subject><subject>Diabetic Retinopathy</subject><subject>Disease</subject><subject>Edema</subject><subject>Fluorescein Angiography - methods</subject><subject>Glaucoma</subject><subject>Humans</subject><subject>Macular Edema - diagnosis</subject><subject>Macular Edema - etiology</subject><subject>Medical imaging</subject><subject>Microvessels</subject><subject>Patients</subject><subject>Prospective Studies</subject><subject>Quantitative analysis</subject><subject>Regression analysis</subject><subject>Retinal Vessels</subject><subject>Risk factors</subject><subject>Software</subject><subject>Statistical analysis</subject><subject>Tomography, Optical Coherence - methods</subject><subject>Visual acuity</subject><issn>0002-9394</issn><issn>1879-1891</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kcFu1DAURS0EosPAB7BBltiwSbDjJI5hVU1Li9SKCsqCleWxXxhHSRzsZKT5FP6WN5oCEgs2tqx33pV1LiEvOcs54_XbLjddyAtWFDmTOWPNI7LijVQZbxR_TFaMsSJTQpVn5FlKHT5rWcqn5ExUTS1KJVbk552JZjKT73sTD3SzCzF4Z3p6620Me5Ps0pt5iUDvIjhv50QvvNnC7C39jOcYJjPvDjgN3yOk5MNIzej-QrfmmBDppYPB0AvYQx-mAcb5HT2n97sIkH0DnGNAmsDOfg_0y7y4w3PypDV9ghcP95p8_XB5v7nObj5dfdyc32RWNHzOXN2aBhRzgklRt62qK6uAVyVz0GyhLVTJy9IwZRsmpFKqcmjH1FxY5WTlxJq8OeVOMfxYIM168MkC-hghLEkXtRJS1hLX1-T1P2gXljji73QhK1FXAuUjxU8UCkwpQqun6Ae0qznTx950p7E3fexNM6mxN9x59ZC8bAdwfzZ-F4XA-xMAqGLvIepkPYwWO4loTbvg_xP_C45oqm0</recordid><startdate>202301</startdate><enddate>202301</enddate><creator>Guo, Xiao</creator><creator>Chen, Yanping</creator><creator>Bulloch, Gabriella</creator><creator>Xiong, Kun</creator><creator>Chen, Yifan</creator><creator>Li, Yuting</creator><creator>Liao, Huan</creator><creator>Huang, Wenyong</creator><creator>Zhu, Zhuoting</creator><creator>Wang, Wei</creator><general>Elsevier Inc</general><general>Elsevier Limited</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-9581-7907</orcidid><orcidid>https://orcid.org/0000-0001-9901-7088</orcidid><orcidid>https://orcid.org/0000-0002-5273-3332</orcidid></search><sort><creationdate>202301</creationdate><title>Parapapillary Choroidal Microvasculature Predicts Diabetic Retinopathy Progression and Diabetic Macular Edema Development: A Three-Year Prospective Study</title><author>Guo, Xiao ; Chen, Yanping ; Bulloch, Gabriella ; Xiong, Kun ; Chen, Yifan ; Li, Yuting ; Liao, Huan ; Huang, Wenyong ; Zhu, Zhuoting ; Wang, Wei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c381t-d6fa8e90d30736ff965c9e1540de8bef294144a09c80379995d189a613c9d75d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Algorithms</topic><topic>Blood pressure</topic><topic>Blood vessels</topic><topic>Choroid</topic><topic>Cohort analysis</topic><topic>Diabetes</topic><topic>Diabetes Mellitus, Type 2 - complications</topic><topic>Diabetes Mellitus, Type 2 - diagnosis</topic><topic>Diabetic Retinopathy</topic><topic>Disease</topic><topic>Edema</topic><topic>Fluorescein Angiography - methods</topic><topic>Glaucoma</topic><topic>Humans</topic><topic>Macular Edema - diagnosis</topic><topic>Macular Edema - etiology</topic><topic>Medical imaging</topic><topic>Microvessels</topic><topic>Patients</topic><topic>Prospective Studies</topic><topic>Quantitative analysis</topic><topic>Regression analysis</topic><topic>Retinal Vessels</topic><topic>Risk factors</topic><topic>Software</topic><topic>Statistical analysis</topic><topic>Tomography, Optical Coherence - methods</topic><topic>Visual acuity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Guo, Xiao</creatorcontrib><creatorcontrib>Chen, Yanping</creatorcontrib><creatorcontrib>Bulloch, Gabriella</creatorcontrib><creatorcontrib>Xiong, Kun</creatorcontrib><creatorcontrib>Chen, Yifan</creatorcontrib><creatorcontrib>Li, Yuting</creatorcontrib><creatorcontrib>Liao, Huan</creatorcontrib><creatorcontrib>Huang, Wenyong</creatorcontrib><creatorcontrib>Zhu, Zhuoting</creatorcontrib><creatorcontrib>Wang, Wei</creatorcontrib><creatorcontrib>On behalf of Guangzhou Diabetic Eye Study Group</creatorcontrib><creatorcontrib>Guangzhou Diabetic Eye Study Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>American journal of ophthalmology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Guo, Xiao</au><au>Chen, Yanping</au><au>Bulloch, Gabriella</au><au>Xiong, Kun</au><au>Chen, Yifan</au><au>Li, Yuting</au><au>Liao, Huan</au><au>Huang, Wenyong</au><au>Zhu, Zhuoting</au><au>Wang, Wei</au><aucorp>On behalf of Guangzhou Diabetic Eye Study Group</aucorp><aucorp>Guangzhou Diabetic Eye Study Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Parapapillary Choroidal Microvasculature Predicts Diabetic Retinopathy Progression and Diabetic Macular Edema Development: A Three-Year Prospective Study</atitle><jtitle>American journal of ophthalmology</jtitle><addtitle>Am J Ophthalmol</addtitle><date>2023-01</date><risdate>2023</risdate><volume>245</volume><spage>164</spage><epage>173</epage><pages>164-173</pages><issn>0002-9394</issn><eissn>1879-1891</eissn><abstract>To determine the predictive value of the microcirculation of the optic nerve head by swept-source optical coherence tomography angiography for identifying individuals with high risk of diabetic retinopathy (DR) progression and diabetic macular edema (DME) development.
Prospective observational cohort study.
A total of 946 patients (1879 eyes) with type 2 diabetes mellitus were recruited who had no DR or mild nonproliferative DR at baseline, and no DME. All subjects underwent 3 × 3 mm swept-source optical coherence tomography angiography centered on the optic nerve head to generate angiograms in 4 layers: radial peripapillary plexus, superficial retinal capillary plexus (SCP), deep retinal capillary plexus, and choriocapillaris (CC). The CC flow deficit percentage (CC FD%), vessel density (VD), and perfusion density (PD) were quantified.
During the 3 consecutive years of follow-up, 312 eyes (16.60%) experienced DR progression and 115 eyes (6.12%) developed DME. The DR progression was related to a lower VD of the SCP (relative risk per standard deviation decrease, 95% confidence interval): 1.30, 1.14-1.48; P < .001), a lower PD of the SCP (1.41, 1.24-1.60; P < .001), a lower VD of the radial peripapillary plexus (1.23, 1.08-1.40; P = .002), and an elevated CC FD% (1.62, 1.40-1.88; P < .001). The DME occurrence was associated with a lower VD of SCP (1.35, 1.09-1.66; P = .005), a lower PD of SCP (1.29, 1.05-1.59; P = .016), and a higher CC FD% (1.29, 1.03-1.61; P < .001). The CC FD% significantly improved the predictive power, with the increase of the C-statistic for DR progression and DME occurrence by 3.83% (P = .002) and 5.24% (P < .001), respectively.
This study provides the first longitudinal evidence suggesting that peripapillary CC FD% can improve the prediction of DR progression and DME development beyond traditional risk factors.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>35863493</pmid><doi>10.1016/j.ajo.2022.07.008</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-9581-7907</orcidid><orcidid>https://orcid.org/0000-0001-9901-7088</orcidid><orcidid>https://orcid.org/0000-0002-5273-3332</orcidid></addata></record> |
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subjects | Algorithms Blood pressure Blood vessels Choroid Cohort analysis Diabetes Diabetes Mellitus, Type 2 - complications Diabetes Mellitus, Type 2 - diagnosis Diabetic Retinopathy Disease Edema Fluorescein Angiography - methods Glaucoma Humans Macular Edema - diagnosis Macular Edema - etiology Medical imaging Microvessels Patients Prospective Studies Quantitative analysis Regression analysis Retinal Vessels Risk factors Software Statistical analysis Tomography, Optical Coherence - methods Visual acuity |
title | Parapapillary Choroidal Microvasculature Predicts Diabetic Retinopathy Progression and Diabetic Macular Edema Development: A Three-Year Prospective Study |
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