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Pereira B, Faria R, Domingues C, Barros A, Varandas T, Henriques J, Nascimento J, Carolino E, Camacho P. Foveal avascular zone area measurement in diabetic patients: Superficial, deep or combined retinal vascular complex? Microvasc Res 2025; 157:104743. [PMID: 39260680 DOI: 10.1016/j.mvr.2024.104743] [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: 06/18/2024] [Revised: 08/03/2024] [Accepted: 09/06/2024] [Indexed: 09/13/2024]
Abstract
PURPOSE To compare differences in the foveal avascular zone (FAZ) area, measured in the Superficial Vascular Complex (SVC), Deep Vascular Complex (DVC) and a combined analysis of both (SDVC), using two Spectral Domain OCT angiography (OCT-A) protocols, High Speed (HS) and High Resolution (HR). METHODS A total of 26 eyes of diabetic patients, with and without macular oedema, were examined with two different fovea centered OCT-A volume scans. The two protocols were HS and HR volume scans, and the foveal avascular zone was manually measured in the SVC, DVC, and SDVC slabs by two masked investigators. Inter and intraoperator variability was analysed using Intraclass Correlation Coefficient (ICC) and differences were compared between the HR and HS acquisitions throughout the different vascular slabs. RESULTS Intraoperator variability was low in all slabs (ICC > 0.9) and interoperator variability was lower for HR (ICC 0.835-0.911) compared to HS (ICC between 0.604 and 0.865). Comparing HS and HR measurements for the same slab, the correlation was only moderate in SVC and DVC (ICC was 0.640 and 0.568 respectively) but was good in the SDVC (ICC = 0.823). FAZ area measurement in SDVC also showed the smallest bias (mean difference 0.009 mm2) and the narrowest limits of agreement (-0.175 to 0.193 mm2). CONCLUSIONS Even in cases of diabetic macular oedema, when measuring the FAZ area, the reproducibility was better between HS and HR protocols when using the SDVC slab, compared to the SVC or DVC slabs alone. Further studies should evaluate the use of the combined SDVC slab for the FAZ assessment, compared to the SVC and DVC slabs alone, in the detection and progression of different retinal diseases.
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Affiliation(s)
- Bruno Pereira
- ESTeSL-IPL, Escola Superior de Tecnologia da Saúde de Lisboa, Instituto Politécnico de Lisboa, Lisbon, Portugal; H&TRC - Health & Technology Research Center, Portugal; iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal; IRL, Instituto de Retina de Lisboa, Lisbon, Portugal.
| | - Ross Faria
- ESTeSL-IPL, Escola Superior de Tecnologia da Saúde de Lisboa, Instituto Politécnico de Lisboa, Lisbon, Portugal
| | - Cátia Domingues
- ESTeSL-IPL, Escola Superior de Tecnologia da Saúde de Lisboa, Instituto Politécnico de Lisboa, Lisbon, Portugal
| | - Ana Barros
- ESTeSL-IPL, Escola Superior de Tecnologia da Saúde de Lisboa, Instituto Politécnico de Lisboa, Lisbon, Portugal
| | - Teresa Varandas
- APDP, Associação Protectora dos Diabéticos de Portugal, Lisbon, Portugal
| | | | | | - Elisabete Carolino
- ESTeSL-IPL, Escola Superior de Tecnologia da Saúde de Lisboa, Instituto Politécnico de Lisboa, Lisbon, Portugal; H&TRC - Health & Technology Research Center, Portugal
| | - Pedro Camacho
- ESTeSL-IPL, Escola Superior de Tecnologia da Saúde de Lisboa, Instituto Politécnico de Lisboa, Lisbon, Portugal; H&TRC - Health & Technology Research Center, Portugal; iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal
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Gu Q, Pan T, Cheng R, Huang J, Zhang K, Zhang J, Yang Y, Cheng P, Liu Q, Shen H. Macular vascular and photoreceptor changes for diabetic macular edema at early stage. Sci Rep 2024; 14:20544. [PMID: 39232012 PMCID: PMC11374796 DOI: 10.1038/s41598-024-71286-6] [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: 06/03/2024] [Accepted: 08/27/2024] [Indexed: 09/06/2024] Open
Abstract
This study was intended to investigate the macular vascular and photoreceptor changes for diabetic macular edema (DME) at the early stage. A total of 255 eyes of 134 diabetes mellitus patients were enrolled and underwent an ophthalmological and systemic evaluation in this cross-sectional study. Early DME was characterized by central subfoveal thickness (CST) value between 250 and 325 μm, intact ellipsoid zone, and an external limiting membrane. While non-DME was characterized by CST < 250 μm with normal retinal morphology and structure. Foveal avascular zone (FAZ) area ≤ 0.3 mm2 (P < 0.001, OR = 0.41, 95% CI 0.26-0.67 in the multivariate analysis) and HbA1c level ≤ 8% (P = 0.005, OR = 0.37, 95% CI 0.19-0.74 in multivariate analysis) were significantly associated with a higher risk of early DME. Meanwhile, no significant differences exist in cone parameters between non-DME and early DME eyes. Compared with non-DME eyes, vessel diameter, vessel wall thickness, wall-to-lumen ratio, the cross-sectional area of the vascular wall in the upper side were significantly decreased in the early DME eyes (P = 0.001, P < 0.001, P = 0.005, P = 0.003 respectively). This study suggested a vasospasm or vasoconstriction with limited further photoreceptor impairment at the early stage of DME formation. CST ≥ 250 μm and FAZ ≤ 0.3 mm2 may be the indicator for early DME detection.
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Affiliation(s)
- Qinyuan Gu
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
| | - Ting Pan
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
| | - Ruiwen Cheng
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
| | - Junlong Huang
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
| | - Kang Zhang
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
| | - Junyan Zhang
- Department of Clinical Epidemiology and Evidence-Based Medicine, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Yang Yang
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
| | - Peng Cheng
- Department of Gerontology, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China.
| | - Qinghuai Liu
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China.
| | - Han Shen
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China.
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Nouri H, Abtahi SH, Mazloumi M, Samadikhadem S, Arevalo JF, Ahmadieh H. Optical coherence tomography angiography in diabetic retinopathy: A major review. Surv Ophthalmol 2024; 69:558-574. [PMID: 38521424 DOI: 10.1016/j.survophthal.2024.03.004] [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: 09/23/2023] [Revised: 02/29/2024] [Accepted: 03/11/2024] [Indexed: 03/25/2024]
Abstract
Diabetic retinopathy (DR) is characterized by retinal vasculopathy and is a leading cause of visual impairment. Optical coherence tomography angiography (OCTA) is an innovative imaging technology that can detect various pathologies and quantifiable changes in retinal microvasculature. We briefly describe its functional principles and advantages over fluorescein angiography and perform a comprehensive review on its clinical applications in the screening or management of people with prediabetes, diabetes without clinical retinopathy (NDR), nonproliferative DR (NPDR), proliferative DR (PDR), and diabetic macular edema (DME). OCTA reveals early microvascular alterations in prediabetic and NDR eyes, which may coexist with sub-clinical neuroretinal dysfunction. Its applications in NPDR include measuring ischemia, detecting retinal neovascularization, and timing of early treatment through predicting the risk of retinopathy worsening or development of DME. In PDR, OCTA helps characterize the flow within neovascular complexes and evaluate their progression or regression in response to treatment. In eyes with DME, OCTA perfusion parameters may be of predictive value regarding the visual and anatomical gains associated with treatment. We further discussed the limitations of OCTA and the benefits of its incorporation into an updated DR severity scale.
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Affiliation(s)
- Hosein Nouri
- Ophthalmic Research Center, Research Institute for Ophthalmology and Vision Science, Shahid Beheshti University of Medical Sciences, Tehran, Iran; School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Seyed-Hossein Abtahi
- Ophthalmic Research Center, Research Institute for Ophthalmology and Vision Science, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Department of Ophthalmology, Labbafinejad Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Mehdi Mazloumi
- Eye Research Center, Rasoul Akram Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Sanam Samadikhadem
- Department of Ophthalmology, Imam Hossein Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - J Fernando Arevalo
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Hamid Ahmadieh
- Ophthalmic Research Center, Research Institute for Ophthalmology and Vision Science, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Remolí Sargues L, Castro Navarro V, Monferrer Adsuara C, Navarro Palop C, Montero Hernández J, Cervera Taulet E. Optical coherence tomography angiography analysis of choroidal microvasculature in various forms of diabetic macular edema. J Fr Ophtalmol 2024; 47:103950. [PMID: 37758547 DOI: 10.1016/j.jfo.2023.03.037] [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: 01/19/2023] [Revised: 02/27/2023] [Accepted: 03/14/2023] [Indexed: 09/29/2023]
Abstract
INTRODUCTION Optical coherence tomography angiography (OCTA) research in diabetic macular edema (DME) has focused on the retinal microvasculature with little attention to the choroid. The goal of this study was to analyze the association between quantitative choroidal OCTA parameters and various forms of DME observed on optical coherence tomography. METHODS We conducted a retrospective study of 61 eyes of 53 patients with DME. DME was classified as early or advanced, and as sponge-like diffuse retinal thickening (DRT), cystoid macular edema (CME) or serous retinal detachment (SRD). Quantitative OCTA parameters (vessel density [VD] in the superficial capillary plexus [SCP], middle capillary plexus [MCP], deep capillary plexus [DCP] and choriocapillaris [CC]) were recorded. RESULTS The VD in the CC and SCP was significantly higher in patients with early DME compared to patients with advanced DME (P value<0.01). CC VD was lower in subjects with SRD compared to DRT and CME (P value<0.001). Moreover, it was lower in CME compared to DRT (P value<0.05). No statistical differences were found between VD in the MCP and DCP (P value>0.05). Furthermore, CC VD was lower in patients with increased retinal thickness, disruption of the ellipsoid zone (EZ) or external limiting membrane (ELM), and disorganization of the inner retinal layers (DRIL) (P value<0.05). CONCLUSION CC ischemia plays an important role in the pathogenesis of DME. We demonstrated a decrease in CC VD in patients with severe DME, SRD, retinal thickening, EZ and/or ELM disruption and DRIL.
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Affiliation(s)
- L Remolí Sargues
- Department of Ophthalmology, Consorcio Hospital General Universitario of Valencia, Av. Tres Cruces 2, 46014 Valencia, Spain.
| | - V Castro Navarro
- Department of Ophthalmology, Consorcio Hospital General Universitario of Valencia, Av. Tres Cruces 2, 46014 Valencia, Spain
| | - C Monferrer Adsuara
- Department of Ophthalmology, Consorcio Hospital General Universitario of Valencia, Av. Tres Cruces 2, 46014 Valencia, Spain
| | - C Navarro Palop
- Department of Ophthalmology, Consorcio Hospital General Universitario of Valencia, Av. Tres Cruces 2, 46014 Valencia, Spain
| | - J Montero Hernández
- Department of Ophthalmology, Consorcio Hospital General Universitario of Valencia, Av. Tres Cruces 2, 46014 Valencia, Spain
| | - E Cervera Taulet
- Department of Ophthalmology, Consorcio Hospital General Universitario of Valencia, Av. Tres Cruces 2, 46014 Valencia, Spain
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Waheed NK, Rosen RB, Jia Y, Munk MR, Huang D, Fawzi A, Chong V, Nguyen QD, Sepah Y, Pearce E. Optical coherence tomography angiography in diabetic retinopathy. Prog Retin Eye Res 2023; 97:101206. [PMID: 37499857 PMCID: PMC11268430 DOI: 10.1016/j.preteyeres.2023.101206] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 07/24/2023] [Accepted: 07/25/2023] [Indexed: 07/29/2023]
Abstract
There remain many unanswered questions on how to assess and treat the pathology and complications that arise from diabetic retinopathy (DR). Optical coherence tomography angiography (OCTA) is a novel and non-invasive three-dimensional imaging method that can visualize capillaries in all retinal layers. Numerous studies have confirmed that OCTA can identify early evidence of microvascular changes and provide quantitative assessment of the extent of diseases such as DR and its complications. A number of informative OCTA metrics could be used to assess DR in clinical trials, including measurements of the foveal avascular zone (FAZ; area, acircularity, 3D para-FAZ vessel density), vessel density, extrafoveal avascular zones, and neovascularization. Assessing patients with DR using a full-retinal slab OCTA image can limit segmentation errors and confounding factors such as those related to center-involved diabetic macular edema. Given emerging data suggesting the importance of the peripheral retinal vasculature in assessing and predicting DR progression, wide-field OCTA imaging should also be used. Finally, the use of automated methods and algorithms for OCTA image analysis, such as those that can distinguish between areas of true and false signals, reconstruct images, and produce quantitative metrics, such as FAZ area, will greatly improve the efficiency and standardization of results between studies. Most importantly, clinical trial protocols should account for the relatively high frequency of poor-quality data related to sub-optimal imaging conditions in DR and should incorporate time for assessing OCTA image quality and re-imaging patients where necessary.
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Affiliation(s)
- Nadia K Waheed
- New England Eye Center, Tufts University School of Medicine, Boston, MA, USA.
| | - Richard B Rosen
- New York Eye and Ear Infirmary of Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yali Jia
- School of Medicine, Casey Eye Institute, Oregon Health and Science University, Portland, OR, USA
| | - Marion R Munk
- Augenarzt-Praxisgemeinschaft Gutblick AG, Pfäffikon, Switzerland
| | - David Huang
- School of Medicine, Casey Eye Institute, Oregon Health and Science University, Portland, OR, USA
| | - Amani Fawzi
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Victor Chong
- Institute of Ophthalmology, University College London, London, UK
| | - Quan Dong Nguyen
- Byers Eye Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Yasir Sepah
- Byers Eye Institute, Stanford University School of Medicine, Stanford, CA, USA
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Lazăr AS, Stanca HT, Tăbăcaru B, Danielescu C, Munteanu M, Stanca S. Quantitative Parameters Relevant for Diabetic Macular Edema Evaluation by Optical Coherence Tomography Angiography. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1120. [PMID: 37374324 DOI: 10.3390/medicina59061120] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/06/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023]
Abstract
Diabetic macular edema (DME) is one of the main ocular complications of diabetes mellitus (DM) that can lead to important vision loss in diabetic patients. In clinical practice, there are cases of DME with unsatisfying treatment responses, despite adequate therapeutic management. Diabetic macular ischemia (DMI) is one of the causes suggested to be associated with the persistence of fluid accumulation. Optical coherence tomography angiography (OCTA) is a non-invasive imaging modality, able to give in-depth information about retinal vascularization in a 3-dimensional manner. The OCTA devices currently available can provide various OCTA metrics that quantitatively assess the retinal microvasculature. In this paper, we reviewed the results of multiple studies that investigated the changes in OCTA metrics in the setting of DME and their possible contribution to the diagnosis, therapeutic management, follow-up and prognosis of patients with DME. We analyzed and compared relevant studies that investigated OCTA parameters related to changes in macular perfusion in the setting of DME and we evaluated the correlations between DME and several quantitative parameters, such as vessel density (VD), perfusion density (PD), foveal avascular zone (FAZ)-related parameters, as well as complexity indices of retinal vasculature. The results of our research showed that OCTA metrics, evaluated especially at the level of the deep vascular plexus (DVP), are useful instruments that can contribute to the assessment of patients with DME.
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Affiliation(s)
- Alina-Simona Lazăr
- Doctoral School, "Carol Davila" University of Medicine and Pharmacy, Strada Dionisie Lupu No. 37, 020021 Bucharest, Romania
- Clinical Department of Ophthalmology, "Prof. Dr. Agrippa Ionescu" Emergency Hospital, Strada Ion Mincu No. 7, 011356 Bucharest, Romania
| | - Horia T Stanca
- Doctoral School, "Carol Davila" University of Medicine and Pharmacy, Strada Dionisie Lupu No. 37, 020021 Bucharest, Romania
- Clinical Department of Ophthalmology, "Prof. Dr. Agrippa Ionescu" Emergency Hospital, Strada Ion Mincu No. 7, 011356 Bucharest, Romania
| | - Bogdana Tăbăcaru
- Clinical Department of Ophthalmology, "Prof. Dr. Agrippa Ionescu" Emergency Hospital, Strada Ion Mincu No. 7, 011356 Bucharest, Romania
| | - Ciprian Danielescu
- Department of Ophthalmology, Faculty of Medicine, University of Medicine and Pharmacy "Grigore T. Popa", Strada Universitatii No. 16, 700115 Iasi, Romania
| | - Mihnea Munteanu
- Department of Ophthalmology, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
| | - Simona Stanca
- Clinical Department of Pediatrics, University of Medicine and Pharmacy "Carol Davila", Strada Dionisie Lupu No. 37, 020021 Bucharest, Romania
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Yu L, Hao X, Cheng J, Ling Y, Ren H, Mo B, Liu W. Predictive effect of TCED-HFV grading and imaging biomarkers on anti-VEGF therapy in diabetic macular edema. BMC Ophthalmol 2023; 23:232. [PMID: 37221461 DOI: 10.1186/s12886-023-02973-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 05/11/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND To evaluate the predictive effect of TCED-HFV grading and imaging biomarkers on anti-vascular endothelial growth factor (anti-VEGF) treatment in diabetic macular edema (DME). METHODS 81 eyes of 81 DME patients who were treated with anti-VEGF were included in this retrospective cohort study. All patients underwent a comprehensive ophthalmic examination at baseline and follow-up, including best-corrected visual acuity (BCVA), fundus photography, and spectral domain-optical coherence tomography (SD-OCT). Baseline imaging biomarkers were qualitatively and quantitatively graded according to the TCED-HFV classification protocol, and DME was divided into early stage, advanced stage, severe stage, and atrophy stage. RESULTS Six months post treatment, central subfield thickness (CST) in 49 eyes (60.5%) had decreased by 10% from baseline, 30 eyes (37.0%) had achieved CST < 300 μm, and 45 eyes (55.6%) had BCVA improved by more than five letters. Multivariate regression analysis revealed that eyes with baseline CST ≥ 390 μm had a higher probability of ≥ 10% reduction in CST from baseline, and eyes with abundant hyperreflective dots (HRD) had a lower probability of 10% reduction in CST (all P < 0.05). Eyes with vitreomacular traction (VMT) or epiretinal membrane (ERM) at baseline were less likely to reach the end point of CST < 300 μm (P < 0.05). BCVA increases of more than five letters were less likely in eyes with baseline BCVA ≥ 69 letters, complete or partial destruction of ellipsoid zone (EZ) at baseline (all P < 0.05). TCED-HFV staging was negatively correlated with BCVA at both baseline and 6 months (Kendall's tau-b=-0.39 and - 0.55, all P < 0.01). TCED-HFV staging was positively correlated with CST at 6 months (Kendall's tau-b = 0.19, P = 0.049) and negatively correlated with the reduction of CST (Kendall's tau-b=-0.32, P < 0.01). CONCLUSION The TCED-HFV grading protocol facilitates a comprehensive assessment of DME severity, standardizes the grading of multiple imaging biomarkers, and predicts the anatomical and functional outcomes of anti-VEGF treatment.
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Affiliation(s)
- Lu Yu
- Department of Ophthalmology, Beijing Tongren Hospital, Beijing Tongren Eye Center, Capital Medical University, 1 Dongjiaominxiang Road, Beijing, 100073, P.R. China
- Beijing Ophthalmology and Visual Sciences Key Laboratory, Capital Medical University, Beijing, 100073, P.R. China
- Department of Ophthalmology, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, 100049, P.R. China
| | - Xiaolin Hao
- Department of Ophthalmology, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, 100049, P.R. China
| | - Jie Cheng
- Department of Ophthalmology, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, 100049, P.R. China
| | - Yu Ling
- Department of Ophthalmology, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, 100049, P.R. China
| | - Hong Ren
- Department of Ophthalmology, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, 100049, P.R. China
| | - Bin Mo
- Department of Ophthalmology, Beijing Tongren Hospital, Beijing Tongren Eye Center, Capital Medical University, 1 Dongjiaominxiang Road, Beijing, 100073, P.R. China
- Beijing Ophthalmology and Visual Sciences Key Laboratory, Capital Medical University, Beijing, 100073, P.R. China
| | - Wu Liu
- Department of Ophthalmology, Beijing Tongren Hospital, Beijing Tongren Eye Center, Capital Medical University, 1 Dongjiaominxiang Road, Beijing, 100073, P.R. China.
- Beijing Ophthalmology and Visual Sciences Key Laboratory, Capital Medical University, Beijing, 100073, P.R. China.
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