1
|
Zhao J, Zhang J, Xuan Y, Huang C, Liu Y, An M. Clinical observation and experimental study on the role of choroid-to-retina volume ratio in diabetic retinopathy. Diabetes Obes Metab 2025. [PMID: 40331407 DOI: 10.1111/dom.16444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2025] [Revised: 04/20/2025] [Accepted: 04/24/2025] [Indexed: 05/08/2025]
Abstract
AIMS The retinal blood supply system reserve (RBSSR) reflects the vascular system's capacity to meet increased retinal metabolic demands and may be critical in the pathogenesis of diabetic retinopathy (DR). This study aimed to clinically measure and experimentally validate the choroid-to-retina volume ratio (CRVR) as an indicator of the RBSSR in DR. MATERIALS AND METHODS Diabetic patients were divided into NDR group (no apparent retinopathy, 134 eyes) and DR group (nonproliferative DR, 125 eyes) in the cross-sectional survey. Optical coherence tomography angiography (OCTA) 12 × 12 mm2 fovea-centred scans were performed on subjects. Retinal and choroidal parameters were automatically measured, and the CRVR was analysed. Atropine eye drops were used for C57BL/6J mice modelling, and CRVR was examined by OCTA. Early DR mouse models were subsequently induced by streptozotocin, and fundus structural changes as well as retinal apoptosis were examined. RESULTS The DR group exhibited significantly lower CRVR than the NDR group (all p < 0.05). Logistic regression analysis and area under the ROC curve (AUC) analysis indicate that low CRVR is a risk factor for DR, with all AUC values exceeding 0.70. Compared with controls, atropine increased the CRVR in mice. Additionally, eyes treated with atropine exhibited fewer punctate hyperfluorescent lesions, a tighter arrangement of the outer nuclear layer (ONL), and reduced apoptosis in the ONL and retinal pigment epithelium in early DR models. CONCLUSIONS The study supports the existence of the RBSSR and suggests that CRVR can serve as a potential indicator of RBSSR, highlighting its role in DR pathogenesis.
Collapse
Affiliation(s)
- Jian Zhao
- Department of Ophthalmology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, Guangdong, China
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Bone and Joint Degeneration Diseases, Guangzhou, Guangdong, China
| | - Junbiao Zhang
- Department of Ophthalmology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, Guangdong, China
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Bone and Joint Degeneration Diseases, Guangzhou, Guangdong, China
| | - Yaling Xuan
- Department of Ophthalmology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, Guangdong, China
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Bone and Joint Degeneration Diseases, Guangzhou, Guangdong, China
| | - Chunxi Huang
- Department of Ophthalmology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, Guangdong, China
| | - Yanli Liu
- Department of Ophthalmology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, Guangdong, China
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Bone and Joint Degeneration Diseases, Guangzhou, Guangdong, China
| | - Meixia An
- Department of Ophthalmology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, Guangdong, China
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Bone and Joint Degeneration Diseases, Guangzhou, Guangdong, China
| |
Collapse
|
2
|
Zhou F, Yuan Y, Xu Y, Huang Z, Wang F, Chen Z, Chen C, Hua D. Assessment of choriocapillary flow deficits in myopic children by optical coherence tomography angiography. Sci Rep 2025; 15:15535. [PMID: 40319126 PMCID: PMC12049488 DOI: 10.1038/s41598-025-98579-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2025] [Accepted: 04/14/2025] [Indexed: 05/07/2025] Open
Abstract
To assess macular and optic disc choriocapillary flow deficit (CCFD) and vessel density (VD) in myopic children by OCT-angiography. 280 eyes of 280 subjects were included and divided into the non-myopia (n = 96), low myopia (n = 95), and moderate myopia (n = 89) groups. We analyzed the following factors: CCFD density and size, choroidal vascularity index, choriocapillary VD, retinal VD. The moderate myopia group showed significantly higher CCFD density and size (p < 0.05). There were significant linear correlations between CCFD density and axial length (AL), spherical equivalent (SE), average corneal curvature (AVK), and CCFD size and SE (all p < 0.05). Breakpoints were identified at SE values of -1.25 and -1.14D in relation to CCFD density and CCFD size (all p < 0.05). The moderate myopia group exhibited significantly increased and decreased radial peripapillary capillaries VD and retinal nerve fiber layer thickness in the temporal and nasal optic disc regions respectively (all p < 0.05). CCFD demonstrated a significant increase and correlation with AL and SE, suggesting that CCFD may serve as a more sensitive indicator of alternations in choroidal blood flow. It offers a novel perspective for investigating myopia progression associated with alterations in choroidal blood flow.Trial registration number ChiCTR2400087513.
Collapse
Affiliation(s)
- Fangyuan Zhou
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
| | - Yilin Yuan
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
| | - Yishuang Xu
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
| | - Zhuo Huang
- College of Computer Science, South-Central Minzu University, Wuhan, China
| | - Fuxin Wang
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
| | - Zhen Chen
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
| | - Changzheng Chen
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
| | - Dihao Hua
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
| |
Collapse
|
3
|
Guo C, Xiao N, Li F, Han Y, Chen L, Chen H, Shen Y, Ning X, Ling R, Wang X, Zhang L, Wang Y, Zhong J, Li J. Comparison of widefield swept-source optical coherence tomography angiography and ultra-widefield fluorescein angiography in the detection of non-perfusion areas in diabetic retinopathy. Front Endocrinol (Lausanne) 2025; 16:1521837. [PMID: 40265161 PMCID: PMC12011578 DOI: 10.3389/fendo.2025.1521837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2024] [Accepted: 03/21/2025] [Indexed: 04/24/2025] Open
Abstract
Purpose To compare the detection of non-perfusion areas (NPAs) in diabetic retinopathy (DR) using 24×20 mm widefield swept-source optical coherence tomography angiography (SS-OCTA) and ultra-widefield fluorescein angiography (UWFA), and to explore NPA distribution patterns. Methods This retrospective study included 64 eyes from 48 DR patients who underwent 24×20 mm SS-OCTA and UWFA examinations. NPAs were manually annotated, and the detection rates and distribution patterns across retinal quadrants were analyzed and compared between the two imaging modalities. Results Compared to UWFA, the 24×20 mm SS-OCTA scan range missed 53.40% of total NPAs. The detection rates within the SS-OCTA scan range varied across quadrants: 50.58% (superior temporal), 55.33% (inferior temporal), 43.99% (superior nasal), and 43.45% (inferior nasal). NPAs were most prevalent in the inferior nasal region (40.16% of total NPAs). The ischemic index (ISI) derived independently from NPAs identified by the two imaging modalities showed a very strong positive correlation. Conclusions Within the scan range of 24×20 mm SS-OCTA, over 50% of total NPAs were missed compared to UWFA. However, OCTA can accurately reveal the degree of retinal ischemia within its field of view. NPA is unevenly distributed in the retina, with the predominant area being the inferior nasal region. This study suggests that this area should be prioritized for assessment in DR management.
Collapse
Affiliation(s)
- Chuyun Guo
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Ning Xiao
- Department of Health Management Center & Institute of Health Management, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Fang Li
- Health Management Medical Center, Chengdu First People’s Hospital, Chengdu, China
| | - Yue Han
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Li Chen
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Hongzhuang Chen
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Yadan Shen
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Xinru Ning
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Ruolan Ling
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Xi Wang
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Lin Zhang
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Sichuan Provincial Key Laboratory for Human Disease Gene Study and Department of Laboratory Medicine, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - You Wang
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Jie Zhong
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Jie Li
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| |
Collapse
|
4
|
Veselinović M, Trenkić M, Čanadanović V, Jovanović P, Veselinović A, Petrović M, Kasumović Bećirović A. The Significance of OCTA in Studying Vessel Density and Retinal Thickness in Individuals with Myopia. MEDICINA (KAUNAS, LITHUANIA) 2025; 61:532. [PMID: 40142343 PMCID: PMC11943488 DOI: 10.3390/medicina61030532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 03/10/2025] [Accepted: 03/14/2025] [Indexed: 03/28/2025]
Abstract
Background and Objectives: This study explores the relationship between retinal structure, vascular densities (VD), and the progression of myopia, aiming to identify novel biomarkers for assessing myopia severity. Materials and Methods: A total of 260 eyes were divided into four groups: Emmetropia (EM) (n = 74), Low Myopia (LM) (n = 68), Moderate Myopia (MM) (n = 64), and High Myopia (HM) (n = 54). VD and retinal thickness (RT) in the macular and peripheral quadrants were measured using optical coherence tomography-angiography (OCTA). SVD and DVD were analyzed across the paranasal, peritemporal, perisuperior, and peri-inferior quadrants. Results: Significant differences in superficial vessel density (SVD) were found in the paranasal (EM vs. MM, p = 0.017; EM vs. HM, p = 0.001), peritemporal (EM vs. MM, p = 0.006; EM vs. HM, p = 0.001; LM vs. HM, p = 0.004; MM vs. HM, p = 0.032), perisuperior (EM vs. MM, p = 0.005; EM vs. HM, p = 0.001; LM vs. HM, p = 0.027), and perifoveal quadrants (EM vs. MM, p = 0.003; EM vs. HM, p = 0.008; LM vs. HM, p = 0.004; MM vs. HM, p = 0.012). Deep vessel density (DVD) showed significant differences in the paranasal (p = 0.012-0.022), peritemporal (p = 0.002-0.026), perisuperior (p = 0.003-0.034), perifoveal (p = 0.002-0.017), and peri-inferior (p = 0.002-0.022) quadrants. Retinal thickness was significantly reduced in HM eyes, with the most pronounced reduction in the peritemporal quadrant (mean difference: 16.7 ± 3.2 µm; p < 0.001). Conclusions: Structural and vascular changes in the retina become more pronounced as myopia progresses from moderate to high. The strong correlation between DVD, RT, and myopia severity highlights their potential as reliable biomarkers for monitoring myopia progression through OCTA imaging. These findings provide new insights into the vascular and structural changes underlying myopia and their diagnostic significance.
Collapse
Affiliation(s)
- Marija Veselinović
- Ophthalmology Clinic, University Clinical Center Niš, Boulevard Dr Zorana Đinđića 48, 18000 Niš, Serbia; (M.T.); (P.J.); (M.P.)
| | - Marija Trenkić
- Ophthalmology Clinic, University Clinical Center Niš, Boulevard Dr Zorana Đinđića 48, 18000 Niš, Serbia; (M.T.); (P.J.); (M.P.)
- Faculty of Medicine, University of Niš, Boulevard Dr Zorana Đinđića 81, 18000 Niš, Serbia
| | - Vladimir Čanadanović
- Eye Clinic, University Clinical Center of Vojvodina, Hajduk Veljkova 1–9, 21000 Novi Sad, Serbia;
- Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia
| | - Predrag Jovanović
- Ophthalmology Clinic, University Clinical Center Niš, Boulevard Dr Zorana Đinđića 48, 18000 Niš, Serbia; (M.T.); (P.J.); (M.P.)
- Faculty of Medicine, University of Niš, Boulevard Dr Zorana Đinđića 81, 18000 Niš, Serbia
| | - Aleksandar Veselinović
- Special Hospital for Ophthalmology “Veselinović”, Bulevar Nemanjića 67a, 18000 Niš, Serbia;
| | - Maja Petrović
- Ophthalmology Clinic, University Clinical Center Niš, Boulevard Dr Zorana Đinđića 48, 18000 Niš, Serbia; (M.T.); (P.J.); (M.P.)
| | | |
Collapse
|
5
|
Tang X, Liang J, Luo L, Yuan F, Zhao K, Zhuo X, Li W, Wang J, Zhang S, Zeng K. Investigation of choroidal vascular alterations in eyes with myopia using ultrawidefield optical coherence tomography angiography. BMJ Open Ophthalmol 2024; 9:e001839. [PMID: 39567184 PMCID: PMC11580270 DOI: 10.1136/bmjophth-2024-001839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 10/19/2024] [Indexed: 11/22/2024] Open
Abstract
BACKGROUND/AIMS The study aims to evaluate choroidal vascular changes in younger patients with myopia using ultrawidefield swept-source optical coherence tomography angiography (SS-OCTA). METHODS Overall, 724 eyes of 362 participants (177 males, 185 females, age: 32.43±6.20 years) underwent SS-OCTA imaging (24×20 mm). The eyes were divided into normal, low myopia (LM), moderate myopia (MM), high myopia and superhigh myopia groups according to the spherical equivalent refraction (SER). Changes in choroidal vascular thickness (ChVT) and density (ChVD) in nine grids of the fundus were analysed using the latest version of the built-in analysis software. RESULTS Axial length (AL) showed a negative correlation with SER (r=0.822, p=0.000); ChVT and ChVD showed a negative correlation with AL (p≤0.001) in all nine grids. In group analysis, compared with normal eyes, myopia affects ChVT earlier than ChVD, as observed in the LM and MM groups, respectively. The decrease in ChVT was most evident in the macular grid (β = -34.20, p=0.000), whereas the decrease in ChVD was most evident in the optic disc grid (β = -2.19, p=0.001). CONCLUSION Myopia has a significant impact on choroidal vascular structure, resulting in spatiotemporal differences. Using SS-OCTA with a new version of the built-in analysis software and a study with a larger sample cohort may aid in providing more authentic information on choroidal vascular changes in eyes with myopia.
Collapse
Affiliation(s)
- Xiangcheng Tang
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| | - Jia Liang
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| | - Lishi Luo
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| | - Fanglan Yuan
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| | - Keming Zhao
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| | - Xiaohua Zhuo
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| | - Wangting Li
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| | - Jiantao Wang
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| | - Shaochong Zhang
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| | - Kun Zeng
- Shenzhen Eye Hospital,Shenzhen Eye Institute, JinanUniversity, No. 18 Zetian Road, Futian District, 518040,Shenzhen, Guangdong, China
| |
Collapse
|
6
|
Luo Z, Xu Y, Xiong X, Huang S, Alimu S, Cui J, Xu K, Tsui CK, Fan S, Cui K, Yu S, Liang X. Characterization of Vortex Vein Drainage System in Healthy Individuals Imaged by Ultra-Widefield Optical Coherence Tomography Angiography. Transl Vis Sci Technol 2024; 13:19. [PMID: 39292469 PMCID: PMC11412622 DOI: 10.1167/tvst.13.9.19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2024] Open
Abstract
Purpose The purpose of this study was to investigate the choroidal characteristics of vortex vein (VV) drainage systems in healthy individuals using ultra-widefield optical coherence tomography angiography. Methods The mean choroidal thickness (ChT) and choroidal vascularity index (CVI) of each VV quadrant (24 × 20 mm2 scan mode; superotemporal [ST], superonasal [SN], inferonasal [IN], and inferotemporal [IT] quadrants) were calculated. Furthermore, intervortex venous anastomosis (IVA) was classified into temporal, superior, inferior, and nasal types. Results A total of 207 healthy eyes were analyzed to find that the ST quadrant had the thickest choroidal layer and highest CVI (all P < 0.05). Among the four VV drainage quadrants, the mean ChT and CVI decreased in the sequence of ST, SN, IT, and IN (all P < 0.05). Moreover, men had a higher CVI than women in all VV quadrants (all P < 0.05). IVA was observed in all VV quadrants of 91 eyes (43.96%), and in the macular region of 33 eyes (15.94%). Conclusions The ST drainage system was identified as the preferred VV drainage route in healthy eyes. Among the four VV drainage quadrants, the drainage system adhered to the ST-SN-IT-IN order of descending perfusion. Furthermore, age- and sex-related differences were noted in the choroidal VV drainage systems of healthy eyes. Additionally, almost half of the healthy eyes had IVA in their choroidal vessel networks. Translational Relevance The VV drainage system may be considered a novel imaging biomarker for ocular diseases.
Collapse
Affiliation(s)
- Zhonghua Luo
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Yue Xu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Xiaomei Xiong
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Shengsong Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Subinuer Alimu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Jinli Cui
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Kun Xu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Ching-Kit Tsui
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Shuxin Fan
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Kaixuan Cui
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Shanshan Yu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Xiaoling Liang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| |
Collapse
|
7
|
Gu J, Xu Y, Xiao D, Wang Y, Lei W, Chen Z, Hua D. Peripheral Superficial Retina Vascular Density and Area of Radial Peripapillary Capillaries Changes in Myopic Individuals: A Wide-Field OCT Angiography Study. Transl Vis Sci Technol 2024; 13:21. [PMID: 39292467 PMCID: PMC11412621 DOI: 10.1167/tvst.13.9.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2024] Open
Abstract
Purpose Using swept-source optical coherence tomography (SS-OCT) to explore the effect of high myopia on superficial retina vascular density (SVD) of the peripheral region and the area of radial peripapillary capillaries (RPCs). Methods In this cross-sectional study, a total of 91 volunteers (34 male subjects and 57 female subjects) were recruited and 34 individuals in the high myopic group (group A) and 57 individuals in the low myopic group (group B). Using the wide-field OCT-angiography (OCTA; 24 × 20 mm, 120 degrees angular field) compared the peripheral SVD and the area of RPC between the two groups and investigated its correlation with ocular axial length and diopter. Results Peripheral SVD of group B around the supratemporal (SVD1), supranasal (SVD2), infratemporal (SVD3), and infranasal (SVD4) directions were significantly higher than those of group A (all P < 0.05). The RPC area of group B around the supranasal (RPC2) and infranasal (RPC4) were significantly larger than that of group A (all P < 0.01). Ocular axial length and diopter were significantly correlated with SVD2 and SVD4 (all P < 0.05), and they also have a significant correlation with the supratemporal (RPC1), RPC2, and RPC4 (all P < 0.05). Conclusions Peripheral SVD was decreased and the RPC area was mainly reduced on the nasal side in the high myopic group. Peripheral SVD and area of RPC are significantly correlated with ocular axial length and diopter. Translational Relevance The wide-field OCTA can be used for new detection of myopia's impact on the retinal peripheral SVD and area of peripapillary RPC, offering new insights into the progression of myopia.
Collapse
Affiliation(s)
- Jingsai Gu
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yishuang Xu
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Di Xiao
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yang Wang
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Wenwen Lei
- The First People's Hospital of Guangshui City, Guangshui, China
| | - Zhen Chen
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Dihao Hua
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, China
| |
Collapse
|
8
|
Si Y, Pang K, Song Y, Zhang X, Yang H, Cui Y. Observation of structural and vascular features of retina and choroid in myopia using ultra-widefield SS-OCTA. BMC Ophthalmol 2024; 24:208. [PMID: 38715011 PMCID: PMC11075211 DOI: 10.1186/s12886-024-03473-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 04/30/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND To find the relationship between the changes of retinal and choriodal structure/ vascular densities (VD) and the myopia progress. METHODS 126 eyes of 126 age-matched young participants were divided into three groups: Emmetropia and Low Myopia (EaLM) (33 eyes), Moderate Myopia (MM) (39 eyes), and High Myopia (HM) (54 eyes). Fundus images measuring 12 × 12 mm were captured using ultra-widefield swept-source optical coherence tomography angiography (SS-OCTA). Each image was uniformly divided into nine regions: supra-temporal (ST), temporal (T), infra-temporal (IT), superior (S), central macular area (C), inferior (I), supra-nasal (SN), nasal (N), and infra-nasal (IN). Various structural parameters, including inner retina thickness (IRT), outer retina thickness (ORT), and choroid thickness (CT), were assessed, and the VD of the superficial capillary plexus (SCP), deep capillary plexus (DCP), choriocapillaries (CC), and choroid vessels (ChdV) were quantified. RESULTS CT in upper fundus exhibited a significant reduction from EaLM to MM. Additionally, ORT (ST, S. SN, C, N, IT, I, IN), CT (ST, S, SN, T, C, N, IT, I, IN) and VDs of SCP (ST, S, C, I, IN), DCP (ST, S, T, C, I) and ChdV (T, N, I, IN) were statistically diminished in EaLM compared to HM. Furthermore, IRT (N), ORT (N, IN), CT (S, SN, T, C, IT, I) and VDs of SCP (I, IN) and DCP (I) exhibited significant decreases as MM progressed towards HM. Intriguingly, there was a notable increase in the VD of CC (ST, S, T, C, N) as myopia progressed from MM to HM. CONCLUSION Significant changes in retinal and choroid structure and vascular density occur as moderate myopia advances to high myopia. Efforts to curb myopia progression to this stage are essential, as the failure to do so may lead to the development of corresponding retinopathy.
Collapse
Affiliation(s)
- Yuanyuan Si
- Department of Ophthalmology, Qilu Hospital of shandong University, Shandong University, 107 Wenhua Xi Road, Jinan, 250063, Shandong Province, China
- Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Kunpeng Pang
- Department of Ophthalmology, Qilu Hospital of shandong University, Shandong University, 107 Wenhua Xi Road, Jinan, 250063, Shandong Province, China
| | - Yanling Song
- Department of Ophthalmology, Qilu Hospital of shandong University, Shandong University, 107 Wenhua Xi Road, Jinan, 250063, Shandong Province, China
- Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Xia Zhang
- Department of Ophthalmology, Qilu Hospital of shandong University, Shandong University, 107 Wenhua Xi Road, Jinan, 250063, Shandong Province, China
- First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Hongling Yang
- Department of Ophthalmology, Qilu Hospital of shandong University, Shandong University, 107 Wenhua Xi Road, Jinan, 250063, Shandong Province, China.
| | - Yan Cui
- Department of Ophthalmology, Qilu Hospital of shandong University, Shandong University, 107 Wenhua Xi Road, Jinan, 250063, Shandong Province, China.
| |
Collapse
|
9
|
He G, Zhang X, Zhuang X, Zeng Y, Chen X, Gan Y, Su Y, Zhang Y, Wen F. Diurnal Variation in Choroidal Parameters Among Healthy Subjects Using Wide-Field Swept-Source Optical Coherence Tomography Angiography. Transl Vis Sci Technol 2024; 13:16. [PMID: 38767903 PMCID: PMC11114611 DOI: 10.1167/tvst.13.5.16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 04/04/2024] [Indexed: 05/22/2024] Open
Abstract
Purpose The purpose of this study was to evaluate the diurnal variation in choroidal parameters in a wide field area among healthy subjects and to identify correlations between choroidal luminal area and stromal area and various systemic factors. Methods In this cross-sectional study, 42 eyes from 21 healthy participants (mean age = 32.4 ± 8.8 years) were examined using wide-field swept-source optical coherence tomography angiography (WF SS-OCTA, 24 mm × 20 mm). Measurements of choroidal parameters, including choroidal volume (CV), choroidal thickness (CT), choroidal vessel volume (CVV), and choroidal stromal volume (CSV), were taken at 8:00, 12:00, 18:00, and 22:00. Systemic factors, such as blood pressure and heart rate, were concurrently monitored. Results Our study observed significant diurnal variations in the mean total CV, CT, CVV, and CSV, with minimum measurements around 12:00 (P < 0.001) and peak values at 22:00 (P < 0.001). Furthermore, changes in CV in specific regions were more closely associated with fluctuations in CVV than CSV in the same regions. No significant diurnal variations were found in systolic (P = 0.137) or diastolic blood pressure (P = 0.236), whereas significant variations were observed in the heart rate (P = 0.001). Conclusions Our study reveals diurnal variations in choroidal parameters and their associations, emphasizing that changes in choroidal volume relate more to the luminal than the stromal area in vessel-rich regions. This enhances our understanding of choroidal-related ocular diseases. Translational Relevance Regions with higher choroidal vasculature observed greater choroidal volume changes.
Collapse
Affiliation(s)
- Guiqin He
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Xiongze Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Xuenan Zhuang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Yunkao Zeng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Xuelin Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Yuhong Gan
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Yongyue Su
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Yining Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Feng Wen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| |
Collapse
|
10
|
Soecknick F, Breher K, Nafar Z, Kubach S, Straub J, Wahl S, Ziemssen F. The clinical evaluation of a widefield lens to expand the field of view in optical coherence tomography (OCT-A). Sci Rep 2024; 14:6936. [PMID: 38521801 PMCID: PMC10960788 DOI: 10.1038/s41598-024-57405-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 03/18/2024] [Indexed: 03/25/2024] Open
Abstract
This study aimed to evaluate the clinical benefits of incorporating a widefield lens (WFL) in optical coherence tomography angiography (OCT-A) in patients with retinal vascular diseases in comparison to standard single-shot OCT-A scans. Sixty patients with retinal vascular diseases including diabetic retinopathy (DR) and retinal vein occlusion (RVO) were recruited. OCT-A imaging (PlexElite 9000) with and without WFL was performed in randomized order. The assessment included patient comfort, time, field of view (FoV), image quality and pathology detection. Statistical analysis included paired t-tests, Mann-Whitney U-tests and Bonferroni correction for multiple tests, with inter-grader agreement using the kappa coefficient. Using a WFL did not lead to statistically significant differences in DR and RVO group test times. Patient comfort remained high, with similar responses for WFL and non-WFL measurements. The WFL notably expanded the scan field (1.6× FoV increase), enhancing peripheral retinal visibility. However, image quality varied due to pathology and eye dominance, affecting the detection of peripheral issues in RVO and DR cases. The use of a WFL widens the scan field, aiding vascular retinal disease imaging with minor effects on comfort, time, and image quality. Further enhancements are needed for broader view angles, enabling improved quantification of non-perfused areas and more reliable peripheral proliferation detection.
Collapse
Affiliation(s)
- Fritz Soecknick
- Department of Ophthalmology, University of Tübingen, Tübingen, Germany.
- Institute for Ophthalmic Research, University of Tübingen, Tübingen, Germany.
| | | | | | | | | | - Siegfried Wahl
- Institute for Ophthalmic Research, University of Tübingen, Tübingen, Germany
- Carl Zeiss Vision International GmbH, Aalen, Germany
| | - Focke Ziemssen
- Department of Ophthalmology, University of Tübingen, Tübingen, Germany
- Department of Ophthalmology, University of Leipzig, Leipzig, Germany
| |
Collapse
|
11
|
Wang Y, Liu L, Li C, Yang Y, He X, Jiang M, Quan D, Ren Y, Zhao H, Jiang J, Du Z, Kuang Y, Yu H, Jia F, Yang X. Choroidal vessel density in major depressive disorder using swept-source optical coherence tomography angiography. J Affect Disord 2024; 344:79-85. [PMID: 37820961 DOI: 10.1016/j.jad.2023.10.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 09/08/2023] [Accepted: 10/08/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Previous studies have revealed the retinal structural impairment in major depressive disorder (MDD). The choroid is more affected by systemic changes compared to the retina and provides nutrients to the retina. It is uncertain whether the choroidal structure was damaged in MDD. Therefore, this study aimed to investigate choroidal vessel density (VD) in MDD patients using swept-source optical coherence tomography angiography (SS-OCTA). METHODS This study investigated the choroidal and retinal VD of subjects with SS-OCTA. MDD was identified based on the Diagnostic and International Classification of Diseases, 10th edition (ICD-10). The VD was automatically calculated as the ratio of the pixel areas of the vessels divided by the total area of the regions by the device. RESULTS Compared with healthy controls (HCs) (n = 45 eyes), the MDD group (n = 66 eyes) demonstrated significantly lower supranasal and temporal choroidal vessel volume (CVV), temporal choroidal vessel volume index (CVI), and supranasal and temporal choroidal stroma volume (CSV) (all p < 0.05). After adjustment for age and sex, we found that temporal CVV (β = -9.31, p = 0.040) and supranasal (β = -15.28, p = 0.034) and temporal CSV (β = -11.82, p = 0.036) were significantly associated with MDD. Both choroidal thickness and retinal VD indicators did not differ significantly between MDD patients and HCs (both p > 0.05). LIMITATIONS Conclusions about progressive changes in choroidal vascular structures during the course of MDD are limited by the our cross-sectional study. CONCLUSIONS We found the choroidal VD in MDD was lower compared with HCs, which suggests that decreased choroidal VD is associated with the MDD.
Collapse
Affiliation(s)
- Yan Wang
- School of Medicine, South China University of Technology, Guangzhou, China; Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Lei Liu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Cong Li
- School of Medicine, South China University of Technology, Guangzhou, China; Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Yuan Yang
- Guangdong Mental Health Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Xue He
- School of Medicine, South China University of Technology, Guangzhou, China; Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Meijun Jiang
- Guangdong Mental Health Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Dongming Quan
- Guangdong Mental Health Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Yun Ren
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China; Shantou University Medical College, Shantou, China
| | - Hanpeng Zhao
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China; The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Jianrong Jiang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China; The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Zhenchao Du
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China; Shantou University Medical College, Shantou, China
| | - Yu Kuang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Honghua Yu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
| | - Fujun Jia
- Guangdong Mental Health Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
| | - Xiaohong Yang
- School of Medicine, South China University of Technology, Guangzhou, China; Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
| |
Collapse
|
12
|
Geng C, Liu S, Wang J, Wang S, Zhang W, Rong H, Cao Y, Wang S, Li Z, Zhang Y. Targeting the cochlin/SFRP1/CaMKII axis in the ocular posterior pole prevents the progression of nonpathologic myopia. Commun Biol 2023; 6:884. [PMID: 37644183 PMCID: PMC10465513 DOI: 10.1038/s42003-023-05267-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 08/21/2023] [Indexed: 08/31/2023] Open
Abstract
Myopia is a major public health issue. However, interventional modalities for nonpathologic myopia are limited due to its complicated pathogenesis and the lack of precise targets. Here, we show that in guinea pig form-deprived myopia (FDM) and lens-induced myopia (LIM) models, the early initiation, phenotypic correlation, and stable maintenance of cochlin protein upregulation at the interface between retinal photoreceptors and retinal pigment epithelium (RPE) is identified by a proteomic analysis of ocular posterior pole tissues. Then, a microarray analysis reveals that cochlin upregulates the expression of the secreted frizzled-related protein 1 (SFRP1) gene in human RPE cells. Moreover, SFRP-1 elevates the intracellular Ca2+ concentration and activates Ca2+/calmodulin-dependent protein kinase II (CaMKII) signaling in a simian choroidal vascular endothelial cell line, and elicits vascular endothelial cell dysfunction. Furthermore, genetic knockdown of the cochlin gene and pharmacological blockade of SFRP1 abrogates the reduced choroidal blood perfusion and prevents myopia progression in the FDM model. Collectively, this study identifies a novel signaling axis that may involve cochlin in the retina, SFRP1 in the RPE, and CaMKII in choroidal vascular endothelial cells and contribute to the pathogenesis of nonpathologic myopia, implicating the potential of cochlin and SFRP1 as myopia interventional targets.
Collapse
Affiliation(s)
- Chao Geng
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384, Tianjin, China
| | - Siyi Liu
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384, Tianjin, China
| | - Jindan Wang
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384, Tianjin, China
| | - Sennan Wang
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384, Tianjin, China
| | - Weiran Zhang
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384, Tianjin, China
| | - Hua Rong
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384, Tianjin, China
| | - Yunshan Cao
- Department of Cardiology, Gansu Provincial Hospital, Lanzhou University, 730000, Lanzhou, Gansu Province, China
| | - Shuqing Wang
- School of Pharmacy, Tianjin Medical University, 300070, Tianjin, China
| | - Zhiqing Li
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384, Tianjin, China
| | - Yan Zhang
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384, Tianjin, China.
| |
Collapse
|
13
|
Li Y, El Habib Daho M, Conze PH, Zeghlache R, Le Boité H, Bonnin S, Cosette D, Magazzeni S, Lay B, Le Guilcher A, Tadayoni R, Cochener B, Lamard M, Quellec G. Hybrid Fusion of High-Resolution and Ultra-Widefield OCTA Acquisitions for the Automatic Diagnosis of Diabetic Retinopathy. Diagnostics (Basel) 2023; 13:2770. [PMID: 37685306 PMCID: PMC10486731 DOI: 10.3390/diagnostics13172770] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 08/19/2023] [Accepted: 08/24/2023] [Indexed: 09/10/2023] Open
Abstract
Optical coherence tomography angiography (OCTA) can deliver enhanced diagnosis for diabetic retinopathy (DR). This study evaluated a deep learning (DL) algorithm for automatic DR severity assessment using high-resolution and ultra-widefield (UWF) OCTA. Diabetic patients were examined with 6×6 mm2 high-resolution OCTA and 15×15 mm2 UWF-OCTA using PLEX®Elite 9000. A novel DL algorithm was trained for automatic DR severity inference using both OCTA acquisitions. The algorithm employed a unique hybrid fusion framework, integrating structural and flow information from both acquisitions. It was trained on data from 875 eyes of 444 patients. Tested on 53 patients (97 eyes), the algorithm achieved a good area under the receiver operating characteristic curve (AUC) for detecting DR (0.8868), moderate non-proliferative DR (0.8276), severe non-proliferative DR (0.8376), and proliferative/treated DR (0.9070). These results significantly outperformed detection with the 6×6 mm2 (AUC = 0.8462, 0.7793, 0.7889, and 0.8104, respectively) or 15×15 mm2 (AUC = 0.8251, 0.7745, 0.7967, and 0.8786, respectively) acquisitions alone. Thus, combining high-resolution and UWF-OCTA acquisitions holds the potential for improved early and late-stage DR detection, offering a foundation for enhancing DR management and a clear path for future works involving expanded datasets and integrating additional imaging modalities.
Collapse
Affiliation(s)
- Yihao Li
- Inserm, UMR 1101 LaTIM, F-29200 Brest, France
- Univ Bretagne Occidentale, F-29200 Brest, France
| | - Mostafa El Habib Daho
- Inserm, UMR 1101 LaTIM, F-29200 Brest, France
- Univ Bretagne Occidentale, F-29200 Brest, France
| | - Pierre-Henri Conze
- Inserm, UMR 1101 LaTIM, F-29200 Brest, France
- IMT Atlantique, ITI Department, F-29200 Brest, France
| | - Rachid Zeghlache
- Inserm, UMR 1101 LaTIM, F-29200 Brest, France
- Univ Bretagne Occidentale, F-29200 Brest, France
| | - Hugo Le Boité
- Sorbonne University, F-75006 Paris, France
- Service d’Ophtalmologie, Hôpital Lariboisière, AP-HP, F-75475 Paris, France
| | - Sophie Bonnin
- Service d’Ophtalmologie, Hôpital Lariboisière, AP-HP, F-75475 Paris, France
| | | | | | - Bruno Lay
- ADCIS, F-14280 Saint-Contest, France
| | | | - Ramin Tadayoni
- Service d’Ophtalmologie, Hôpital Lariboisière, AP-HP, F-75475 Paris, France
| | - Béatrice Cochener
- Inserm, UMR 1101 LaTIM, F-29200 Brest, France
- Univ Bretagne Occidentale, F-29200 Brest, France
- Service d’Ophtalmologie, CHRU Brest, F-29200 Brest, France
| | - Mathieu Lamard
- Inserm, UMR 1101 LaTIM, F-29200 Brest, France
- Univ Bretagne Occidentale, F-29200 Brest, France
| | | |
Collapse
|
14
|
Zhang W, Hou X, Li C, Wang S, Liu N, Zhang Y, Li Z. Influencing factors associated with high myopia in Chinese college students. Front Med (Lausanne) 2023; 10:1146291. [PMID: 37425324 PMCID: PMC10326280 DOI: 10.3389/fmed.2023.1146291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 06/09/2023] [Indexed: 07/11/2023] Open
Abstract
Background High myopia (HM) may elicit irreversible pathological changes in the fundus and severely impair visual quality, thereby becoming a major public health issue in China. However, the influencing factors associated with HM remain unknown in Chinese college students, whose visual quality is crucial to country development. Methods This is a cross-sectional observational study. Two thousand three hundred and fifteen undergraduate and graduate students were initially recruited from various majors in 3 universities in Tianjin, China. Under the principle of voluntary participation and informed consent, simple random sampling was conducted in the recruited subjects while maintaining balanced number of subjects from each major. After screening with inclusion and exclusion criteria, 96 undergraduate and graduate students (186 eyes) were finally included and divided into non-HM and HM groups. The eyes of subjects were examined by optical coherence tomography angiography (OCTA) for vessel density and structure thickness at the macula and optic disc, and the subjects were surveyed by an itemized questionnaire on lifestyles and study habits. Results The OCTA and questionnaire results revealed 10 factors, including hemodynamic and anatomic parameters and lifestyle metrics, with statistical significance between the non-HM and HM groups. Receiver operating characteristic curve analysis showed that vessel density of the inner retina at the macula, vessel density of the radial peripapillary capillary at the optic disc, smartphone usage time, continuous near work time, and sleeping after midnight had superior values of area under the curve (AUC > 0.700). Therefore, these 5 factors were selected for univariant and multivariant logistic regression analyses. A prediction model comprising the 5 influencing factors had an AUC of 0.940 and 95% CI of 0.908-0.972. Conclusion This study for the first time identified the vessel density of the inner retina at the macula, the vessel density of the radial peripapillary capillary at the optic disc, smartphone usage time, continuous near work time, and sleeping after midnight as influencing factors associated with HM in Chinese college students. A prediction model comprising the 5 influencing factors was proposed for calculating likelihood of a Chinese college student developing HM, based on which lifestyle improvement and medical intervention might be recommended.
Collapse
|
15
|
Zeng Y, Liu M, Li M, Wei D, Mao M, Liu X, Chen S, Liu Y, Chen B, Yang L, Liu S, Qiao L, Zhang R, Li J, Dong W, Zhong J. Early changes to retinal structure in patients with diabetic retinopathy as determined by ultrawide swept-source optical coherence tomography-angiography. Front Endocrinol (Lausanne) 2023; 14:1143535. [PMID: 37223042 PMCID: PMC10200911 DOI: 10.3389/fendo.2023.1143535] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 04/12/2023] [Indexed: 05/25/2023] Open
Abstract
Purpose To investigate retinal vascular changes in patients with diabetic retinopathy (DR) using the newly developed ultrawide rapid scanning swept-source optical coherence tomography angiography (SS-OCTA) device. Methods This cross-sectional, observational study enrolled 24 patients (47 eyes) with DR, 45 patients (87 eyes) with diabetes mellitus (DM) without DR, and 36 control subjects (71 eyes). All subjects underwent 24 × 20 mm SS-OCTA examination. Vascular density (VD) and the thickness of the central macula (CM; 1 mm diameter) and temporal fan-shaped areas of 1-3 mm (T3), 3-6 mm (T6), 6-11 mm (T11), 11-16 mm (T16), and 16-21 mm (T21) were compared among groups. The VD and the thicknesses of the superficial vascular complex (SVC) and deep vascular complex (DVC) were analyzed separately. The predictive values of VD and thickness changes in DM and DR patients were evaluated by receiver operating characteristic (ROC) curve analysis. Results The average VDs of the SVC in the CM and the T3, T6, T11, T16, and T21 areas were significantly lower in the DR than in the control group, whereas only the average VD of the SVC in the T21 area was significantly lower in the DM group. The average VD of the DVC in the CM was significantly increased in the DR group, whereas the average VDs of the DVC in the CM and T21 area were significantly decreased in the DM group. Evaluation of the DR group showed significant increases in the thicknesses of SVC-nourishing segments in the CM and T3, T6, and T11 areas and significant increases in the thicknesses of DVC-nourishing segments in the CM and T3 and T6 areas. In contrast, none of these parameters showed significant changes in the DM group. ROC curve analysis showed that the average VD of the SVC in the CM, T3, and T21 had better ability to predict DR, with areas under the ROC curves (AUCs) of 0.8608, 0.8505, and 0.8353, respectively. The average VD of the DVC in the CM was also predictive of DR, with an AUC of 0.8407. Conclusions The newly developed ultrawide SS-OCTA device was better able to reveal early peripheral retinal vascular changes than traditional devices.
Collapse
Affiliation(s)
- Yong Zeng
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Miao Liu
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Mengyu Li
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Dinyang Wei
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Mingzhu Mao
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Xinyue Liu
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Sizhu Chen
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Yang Liu
- Jinniu Maternity and Child Health Hospital of Chengdu, Department of Child Healthcare, Chengdu, China
| | - Bo Chen
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Lei Yang
- Department of Pulmonary and Critical Care Medicine, Enyang District People’s Hospital of Bazhong, Bazhong, Sichuan, China
| | - Sanmei Liu
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Lifeng Qiao
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Ruifan Zhang
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Jie Li
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Wentao Dong
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Jie Zhong
- Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Department of Ophthalmology, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| |
Collapse
|
16
|
Li F, Liu L, Rao CH, Gao J. Comparison of Chorioretinal Parameters in Diabetic Retinopathy with or without Pan-Retinal Photocoagulation Using Ultrawide-Field Swept-Source Optical Coherence Tomography Angiography. Ophthalmic Res 2023; 66:538-549. [PMID: 36709752 DOI: 10.1159/000529335] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 01/16/2023] [Indexed: 01/28/2023]
Abstract
INTRODUCTION To compare structural and vascular parameters in the central and peripheral retina and choroid of eyes diagnosed with severe nonproliferative diabetic retinopathy (NPDR) or proliferative diabetic retinopathy (PDR) with or without pan-retinal photocoagulation (PRP) using ultrawide-field swept-source optical coherence tomography angiography (SS-OCTA). METHODS All participants underwent SS-OCTA imaging centered on the fovea. Retinal and choroidal thickness, vessel density of the superficial capillary plexus (SCP), deep capillary plexus (DCP), choroidal capillary plexus (CCP), and choroidal Sattler's and Haller's layer (CSHL) were analyzed in nine grids using built-in angiography analysis software. RESULTS A total of 82 eyes from 82 participants were enrolled in this study, including 40 eyes diagnosed with severe NPDR or PDR without PRP and 42 eyes with PRP. Retinal thickness in part grids was higher in eyes with PRP than in eyes without PRP. Vessel density of the SCP in nasal-superior (p = 0.003) grid was lower in eyes with PRP than in eyes without PRP. No significant difference was found in the vessel density of the DCP between the two groups (all p > 0.05). The choroidal thickness and vessel density of the CSHL of all grids were significantly lower in eyes with PRP than in eyes without PRP (all p < 0.05). A statistically significant decrease in vessel density in CCP was found in the superior (p = 0.043), nasal-superior grid (p = 0.003), macular grid (p < 0.001), and optic disc grid (p = 0.001) of eyes with PRP, compared to eyes without PRP. A significant decrease in the vessel density of CSHL was observed in all grids of PDR eyes with PRP compared to PDR eyes without PRP (all p < 0.05). Significant decrease in choroidal thickness was observed in most grids of PDR eyes with PRP, except for macular grid (p = 0.090) and optic disc grid (p = 0.057). CONCLUSION Structural and vascular parameters in the central and peripheral retinal and choroidal layers in eyes diagnosed with severe NPDR or PDR with or without PRP could be quantified using a ultrawide-field SS-OCTA. Eyes with PRP showed a significant decrease in choroidal thickness and vessel density of CCP and CSHL, compared with eyes without PRP. This trend was more obvious in eyes with PDR.
Collapse
Affiliation(s)
- Fang Li
- Department of Ophthalmology, the First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Lun Liu
- Department of Ophthalmology, the First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Cai-Hua Rao
- Department of Ophthalmology, the First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jian Gao
- Department of Ophthalmology, the First Affiliated Hospital of Anhui Medical University, Hefei, China
| |
Collapse
|
17
|
Li J, Wei D, Mao M, Li M, Liu S, Li F, Chen L, Liu M, Leng H, Wang Y, Ning X, Liu Y, Dong W, Zhong J. Ultra-widefield color fundus photography combined with high-speed ultra-widefield swept-source optical coherence tomography angiography for non-invasive detection of lesions in diabetic retinopathy. Front Public Health 2022; 10:1047608. [PMID: 36408020 PMCID: PMC9667033 DOI: 10.3389/fpubh.2022.1047608] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 10/04/2022] [Indexed: 11/06/2022] Open
Abstract
Purpose To compare the detection rate of diabetic retinopathy (DR) lesions and the agreement of DR severity grading using the ultra-widefield color fundus photography (UWF CFP) combined with high-speed ultra-widefield swept-source optical coherence tomography angiography (UWF SS-OCTA) or fluorescein angiography (FFA). Methods This prospective, observational study recruited diabetic patients who had already taken the FFA examination from November 2021 to June 2022. These patients had either no DR or any stage of DR. All participants were imaged with a 200° UWF CFP and UWF SS-OCTA using a 24 × 20 mm scan model. Images were independently evaluated for the presence or absence of DR lesions including microaneurysms (MAs), intraretinal hemorrhage (IRH), non-perfusion areas (NPAs), intraretinal microvascular abnormalities (IRMAs), venous beading (VB), neovascularization elsewhere (NVE), neovascularization of the optic disc (NVD), and vitreous or preretinal hemorrhage (VH/PRH). Agreement of DR severity grading based on UWF CFP plus UWF SS-OCTA and UWF CFP plus FFA was compared. All statistical analyses were performed using SPSS V.26.0. Results One hundred and fifty-three eyes of 86 participants were enrolled in the study. The combination of UWF CFP with UWF SS-OCTA showed a similar detection rate compared with UWF CFP plus FFA for all the characteristic DR lesions (p>0.05), except NPAs (p = 0.039). Good agreement was shown for the identification of VB (κ = 0.635), and very good agreement for rest of the DR lesions between the two combination methods (κ-value ranged from 0.858 to 0.974). When comparing the grading of DR severity, very good agreement was achieved between UWF CFP plus UWF SS-OCTA and UWF CFP plusr FFA (κ = 0.869). Conclusion UWF CFP plus UWF SS-OCTA had a very good agreement in detecting DR lesions and determining the severity of DR compared with UWF CFP plus FFA. This modality has the potential to be used as a fast, reliable, and non-invasive method for DR screening and monitoring in the future.
Collapse
Affiliation(s)
- Jie Li
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Dingyang Wei
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,Eye School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Mingzhu Mao
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,Eye School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Mengyu Li
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Sanmei Liu
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Fang Li
- Health Management Medical Center, Chengdu First People's Hospital, Chengdu, China
| | - Li Chen
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,Eye School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Miao Liu
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Hongmei Leng
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,Eye School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yiya Wang
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,Eye School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Xinru Ning
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,Department of Ophthalmology, Southwest Medical University, Luzhou, China
| | - Yi Liu
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Wentao Dong
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,Wentao Dong
| | - Jie Zhong
- Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China,*Correspondence: Jie Zhong
| |
Collapse
|