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Tang VTS, Symons RCA, Fourlanos S, Guest D, McKendrick AM. The relationship between ON-OFF function and OCT structural and angiographic parameters in early diabetic retinal disease. Ophthalmic Physiol Opt 2025; 45:77-88. [PMID: 39400905 PMCID: PMC11629852 DOI: 10.1111/opo.13394] [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: 01/31/2024] [Revised: 09/05/2024] [Accepted: 09/16/2024] [Indexed: 10/15/2024]
Abstract
PURPOSE This study measured associations between ON and OFF functional indicators and structural optical coherence tomography (OCT) and OCT angiography (OCTA) markers in diabetic retinal disease. METHODS Fifty-four participants with type 1 or type 2 diabetes (mean age = 34.1 years; range 18-60) and 48 age-matched controls (mean age = 35.4 years, range 18-59) underwent visual psychophysical testing, OCT and OCTA retinal imaging. Psychophysical tasks measuring (A) contrast increment and decrement sensitivity and (B) response times to increment and decrement targets were assessed as surrogate measures of ON and OFF retinal ganglion cell function. RESULTS The group with diabetes had worse foveal contrast increment and decrement thresholds (p = 0.04) and were slower to search for increment and decrement targets relative to controls (p = 0.009). Individuals with diabetes had a less circular foveal avascular zone (FAZ) (p < 0.001) but did not differ from controls in foveal vessel density and FAZ area. Functional and structural outcome measures related to the peripheral retina were also comparable between those with and without diabetes. Functional responses to increments and decrements were not significantly correlated with FAZ circularity or vessel density in individuals with diabetes. CONCLUSIONS Diabetic retinal disease results in impaired performance on measures of inferred ON and OFF pathway function in addition to vascular deficits measurable with OCTA. Future longitudinal studies may determine the temporal relationship between these deficits, and whether they predict future diabetic retinopathy.
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Affiliation(s)
- Vanessa T. S. Tang
- Department of Optometry and Vision SciencesThe University of MelbourneParkvilleVictoriaAustralia
- Division of Optometry, School of Allied HealthUniversity of Western AustraliaPerthWestern AustraliaAustralia
| | - Robert C. A. Symons
- Department of Optometry and Vision SciencesThe University of MelbourneParkvilleVictoriaAustralia
- Department of SurgeryThe University of MelbourneParkvilleVictoriaAustralia
- Centre for Eye Research AustraliaEast MelbourneVictoriaAustralia
- Department of Surgery, Alfred HospitalMonash UniversityClaytonVictoriaAustralia
| | - Spiros Fourlanos
- Department Diabetes and Endocrinology, Royal Melbourne HospitalThe University of MelbourneParkvilleVictoriaAustralia
- Department of Medicine, Royal Melbourne HospitalThe University of MelbourneParkvilleVictoriaAustralia
- Australian Centre for Accelerating Diabetes InnovationsThe University of MelbourneParkvilleVictoriaAustralia
| | - Daryl Guest
- Department of Optometry and Vision SciencesThe University of MelbourneParkvilleVictoriaAustralia
| | - Allison M. McKendrick
- Department of Optometry and Vision SciencesThe University of MelbourneParkvilleVictoriaAustralia
- Division of Optometry, School of Allied HealthUniversity of Western AustraliaPerthWestern AustraliaAustralia
- Lions Eye InstituteNedlandsWestern AustraliaAustralia
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Lai C, Su T, Cao J, Li Q, Du Z, Wang Y, Wang S, Wu Q, Hu Y, Fang Y, Liao H, Zhu Z, Shang X, He M, Yu H, Zhang X. Retinal Neurovascular Impairment in Full-Course Diabetic Retinopathy: The Guangdong Diabetic Retinopathy Multiple-Omics Study. Invest Ophthalmol Vis Sci 2024; 65:20. [PMID: 39656471 PMCID: PMC11636663 DOI: 10.1167/iovs.65.14.20] [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: 06/16/2024] [Accepted: 11/07/2024] [Indexed: 12/14/2024] Open
Abstract
Purpose The purpose of this study was to explore the succession of the central and peripheral neurovascular and microstructural impairments in patients with full-course diabetic retinopathy (DR), consisting of preclinical DR, nonproliferative DR (NPDR), and proliferative DR (PDR). Methods Our analysis included 81 participants (including 23 healthy controls, 23 with preclinical DR [diabetes without retinopathy], 13 with NPDR, and 22 with PDR) from the Guangdong Diabetic Retinopathy Multiple Omics Study. Retinal structure and function were evaluated and quantified using ultra-widefield swept-source optical coherence tomography angiography (UWF-SS-OCTA), electroretinography (ERG), and adaptive optics scanning laser ophthalmoscopy (AOSLO). Correlation analysis was conducted to explore the relationship between structural parameters and functional parameters. Results In the preclinical DR group, decreased amplitude in the DR assessment protocol were observed (P = 0.003), with no changes in structure and photoreceptor cells (all P > 0.05). In the NPDR group, photoreceptor cells were impaired (all P < 0.05) with delayed implicit time in the International Society for Clinical Electrophysiology of Vision (ISCEV) Photopic flicker protocol, increased macular and inner nuclear layer thickness, and decreased vessel density and perfusion area of the deep capillary plexus (all P < 0.05). In the PDR group, delayed implicit time and decreased amplitude in the ISCEV Photopic flicker and photopic negative response (PhNR) protocol, and neurovascular impairments were observed (all P < 0.05). Correlation analysis demonstrated a significant correlation between functional parameters and various structural indicators (all P < 0.05). Conclusions The cone pathway function began to decline in preclinical DR and distinct photoreceptor cell disorders were observed in NPDR. Notably, instruments with a wider field of view or more detailed microscopic techniques will provide enhanced neurovascular imaging, offering fresh insights into full-course DR.
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Affiliation(s)
- Chunran Lai
- 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
| | - Ting Su
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Jiahui Cao
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Qinyi 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
| | - Zijing Du
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Yaxin Wang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Shan Wang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Qiaowei Wu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Yijun Hu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Ying Fang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Huiyi Liao
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Zhuoting Zhu
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
| | - Xianwen Shang
- School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China
| | - Mingguang He
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China
| | - Honghua Yu
- 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
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangzhou, China
| | - Xiayin Zhang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
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Baldwin G, Tracy J, Vingopoulos F, Munsell M, Bennett C, Rodriguez JM, Choi H, Garg I, Tandias R, Wescott H, Finn MJ, Razavi P, Bannerman A, Zeng R, Vavvas DG, Husain D, Kim LA, Patel NA, Miller JB. Contrast Sensitivity Better Reflects Wide-Field Swept-Source Optical Coherence Tomography Angiography Vascular Metrics Among Healthy Eyes Compared to Visual Acuity. Ophthalmic Surg Lasers Imaging Retina 2024; 55:494-502. [PMID: 38917397 DOI: 10.3928/23258160-20240411-01] [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: 06/27/2024]
Abstract
BACKGROUND AND OBJECTIVE To evaluate the association between widefield swept-source optical coherence tomography angiography (WF SS-OCTA) and visual function in healthy eyes. PATIENTS AND METHODS Fifty-seven eyes of 45 patients were evaluated with visual acuity (VA), contrast sensitivity (CS), and WF SS-OCTA (3 × 3, 6 × 6, and 12 × 12 mm images) on the same day. Mixed-effects multivariable regression analyses were performed. RESULTS Contrast sensitivity metrics, including CS between 6 to 18 cycles per degree (cpd) and area under the logarithm CS function, were significantly associated with vessel density (VD) and vessel skeletonized density (VSD), whereas VA was not. The largest effect size was between CS at 18 cpd and VD (β = 0.41, P = 0.007) and VSD (β = 0.42, P = 0.006) on 12 × 12 mm images. CONCLUSIONS Reduced VSD and VD on WF SSOCTA was significantly associated with decreased CS, whereas VA was not. These results suggest CS could serve as a screening tool for early stage retinal and neurologic disorders. [Ophthalmic Surg Lasers Imaging Retina 2024;55:494-502.].
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Razavi P, Baldwin G, Vingopoulos F, Garg I, Tracy J, Wescott H, Choi H, Zeng R, Lains I, Husain D, Kim LA, Vavvas DG, Miller JB. Associations of quantitative contrast sensitivity with wide-field swept-source optical coherence tomography angiography in retinal vein occlusion. Graefes Arch Clin Exp Ophthalmol 2024; 262:789-799. [PMID: 37955700 DOI: 10.1007/s00417-023-06288-7] [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: 05/08/2023] [Revised: 09/20/2023] [Accepted: 10/19/2023] [Indexed: 11/14/2023] Open
Abstract
PURPOSE To investigate associations between contrast sensitivity (CS) and vascular metrics on wide-field swept-source optical coherence tomography angiography (WF-SS-OCTA) in patients with retinal vein occlusion (RVO). METHODS This prospectively recruited, cross-sectional observational study included RVO patients who underwent quantitative CS function (qCSF) testing and WF-SS-OCTA using 3 × 3, 6 × 6, and 12 × 12 mm angiograms on the same day. The study measured several qCSF outcomes and WF-SS-OCTA vascular metrics, including vessel density (VD), vessel skeletonized density (VSD), and foveal avascular zone (FAZ). The data were analyzed using multivariable regression analysis controlling for age and central subfield thickness (CST). RESULTS A total of 43 RVO eyes of 43 patients and 30 fellow eyes were included. In RVO eyes, multiple vascular metrics were associated with CS outcomes but not visual acuity (VA). On 12 × 12 images, CS thresholds at 1 cpd, 1.5 cpd, and 3 cpd were significantly associated with VD and VSD, but VA was not. When comparing standardized regression coefficients, we found that vascular metrics had a larger effect size on CS than on VA. For instance, the standardized beta coefficient for FAZ area and CS at 6 cpd (β* = - 0.46, p = 0.007) was larger than logMAR VA (β* = 0.40, p = 0.011). CONCLUSION Microvascular changes on WF-SS-OCTA in RVO had a larger effect size on CS than VA. This suggests CS may better reflect the microvascular changes of RVO compared to VA. qCSF-measured CS might be a valuable adjunct functional metric in evaluating RVO patients.
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Affiliation(s)
| | | | | | - Itika Garg
- Harvard Retinal Imaging Lab, Boston, MA, USA
| | - Jack Tracy
- Harvard Retinal Imaging Lab, Boston, MA, USA
| | | | - Hanna Choi
- Harvard Retinal Imaging Lab, Boston, MA, USA
| | | | - Ines Lains
- Harvard Retinal Imaging Lab, Boston, MA, USA
- Retina Service, Massachusetts Eye and Ear, Boston, MA, USA
| | - Deeba Husain
- Retina Service, Massachusetts Eye and Ear, Boston, MA, USA
| | - Leo A Kim
- Retina Service, Massachusetts Eye and Ear, Boston, MA, USA
| | | | - John B Miller
- Harvard Retinal Imaging Lab, Boston, MA, USA.
- Retina Service, Massachusetts Eye and Ear, Boston, MA, USA.
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Zhou FY, Li YS, Guo X, Shi X, Wu K, Zheng JW, Li XX, Wu J, Liu R, Dai ML, Huang XF, Hou F, Lin D, Wang YQ. Contrast Sensitivity Deficits and Its Structural Correlates in Fuchs Uveitis Syndrome. Front Med (Lausanne) 2022; 9:850435. [PMID: 35665328 PMCID: PMC9160426 DOI: 10.3389/fmed.2022.850435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 04/19/2022] [Indexed: 11/13/2022] Open
Abstract
Purpose To investigate the deficits in contrast sensitivity in patients with Fuchs uveitis syndrome (FUS) and to explore the potential relationship between contrast sensitivity and ocular structure. Methods In this prospective study, 25 patients with FUS and 30 healthy volunteers were recruited. Eyes were divided into three groups: FUS-affected eyes (AE), fellow eyes (FE), and healthy eyes. The contrast sensitivity function (CSF) of all participants was evaluated using the quick CSF (qCSF) method. Fundus photographs were collected for the analysis of refractive media, and vascular density (VD) was assessed using optical coherence tomography angiography (OCTA). Data were analyzed and compared using the generalized estimating equation (GEE). Results The CSF of AE was significantly lower than that of FE and controls, while no significant difference was observed between FE and controls. Contrast sensitivity was negatively correlated with the grade of haze. No significant correlation was found between visual function and VDs in FUS eyes. Conclusions We found that the CSF of FUS-affected eyes was significantly reduced, and the visual impairment was predominantly caused by the refractive media turbidity.
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Affiliation(s)
- Fang-Yue Zhou
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Yi-Sha Li
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Xingneng Guo
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Xiutong Shi
- School of Optometry, Tianjin Vocational Institute, Tianjin, China
| | - Ke Wu
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Jing-Wei Zheng
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Xia-Xin Li
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Jiaqing Wu
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Ruru Liu
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Ma-Li Dai
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Xiu-Feng Huang
- The Second Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
- Wenzhou Medical University-Monash BDI Alliance in Clinical and Experimental Biomedicine, Wenzhou Medical University, Wenzhou, China
| | - Fang Hou
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Dan Lin
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
- *Correspondence: Dan Lin
| | - Yu-Qin Wang
- School of Ophthalmology & Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, China
- Yu-Qin Wang
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