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Bineshfar N, Changizi F, Farjam M, Sharafi F, Williams BK. SYSTEMATIC REVIEW AND META-ANALYSIS OF OPTICAL COHERENCE TOMOGRAPHY MEASUREMENTS IN PATIENTS WITH CHRONIC KIDNEY DISEASE. Retina 2025; 45:810-817. [PMID: 39739514 DOI: 10.1097/iae.0000000000004377] [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] [Indexed: 01/02/2025]
Abstract
PURPOSE To assess neurodegeneration and chorioretinal thickness in subjects with and without chronic kidney disease (CKD). METHODS PubMed, Web of Science, Scopus, and Embase were searched using proper keywords for articles published in the English language from their inception until January 2024. Publications were included if they reported optical coherence tomography measurements of retinal or choroidal layers in patients with CKD compared with healthy or non-CKD controls. We used a random-effects model to calculate pooled standardized mean difference (SMD) estimates and 95% confidence intervals (CIs). RESULTS Twelve studies, with 29,340 patients, were included in quantitative synthesis. In comparison to controls, patients with CKD had a significantly lower value for average retinal thickness (SMD [CI], -0.35 [-0.58 to -0.12], P = 0.028), choroidal thickness (SMD [CI], -1.84 [-4.17 to 0.49], P = 0.122), macular ganglion cell-inner plexiform layer (SMD [CI], -0.58 [-0.78 to -0.38]], P < 0.001), and peripapillary retinal nerve fiber layer thickness (SMD [CI], -0.32 [-0.44 to -0.20], P < 0.001). Significant retinal nerve fiber layer thinning was observed in both diabetic CKD excluded and not excluded subgroups. CONCLUSION Compared with controls, the eyes of patients with CKD have significantly thinner retina, ganglion cell-inner plexiform layer, and retinal nerve fiber layer.
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Affiliation(s)
- Niloufar Bineshfar
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida; and
| | - Faraz Changizi
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mina Farjam
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Faezeh Sharafi
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Basil K Williams
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida; and
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Carollo C, Vadalà M, Sorce A, Sinatra N, Orlando E, Cirafici E, Bennici M, Polosa R, Bonfiglio VME, Mulè G, Geraci G. Relationship Between Renal Resistive Index and Retinal Vascular Density in Individuals with Hypertension. Biomedicines 2025; 13:312. [PMID: 40002725 PMCID: PMC11853031 DOI: 10.3390/biomedicines13020312] [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: 12/31/2024] [Revised: 01/19/2025] [Accepted: 01/24/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: Considering the physiological analogies between the eye and the kidney, this study aimed to investigate the potential relationship between retinal vascular density, assessed using Optical Coherence Tomography Angiography (OCT-A), and the renal resistive index (RRI) in patients with arterial hypertension. Methods: A total of 82 hypertensive patients (mean age 48 ± 13) were enrolled in the study. Participants underwent routine biochemical evaluations, office-based blood pressure measurement, 24 h ambulatory blood pressure monitoring, OCT-A imaging, and renal Doppler ultrasound examinations. Results: The mean RRI in the study population was 0.616 ± 0.06. Participants were divided into two groups based on the 75th percentile threshold of the RRI distribution (0.66, 95% CI 0.64-0.68). The group with RRI > 75th percentile, which appeared to have a higher number of smokers, exhibited significantly higher mean triglyceride and urinary albumin excretion (UAE) levels and a significantly reduced estimated glomerular filtration rate (eGFR) as compared to the group with RRI < 75th percentile. Among the hemodynamic parameters, 24 h pulse pressure (PP), daytime and nighttime PP, and nighttime systolic blood pressure (SBP) were significantly higher in the group with RRI > 75th percentile. Regarding retinal vascular density indices, the only significant difference was observed in the deep foveal vascular plexus, which displayed a reduced density in the group with RRI > 75th percentile. Logistic regression analysis revealed that RRI > 75th percentile was independently associated with increased nighttime mean pulse pressure (OR = 1.13, 95% CI: 1.049-1.221, p = 0.0014) and reduced deep foveal vascular density (OR = -0.5026, 95% CI: 1.0493-1.2211, p = 0.0044). Conclusions: Our findings demonstrate that ocular microvascular alterations are associated with RRI, a marker with a well-established prognostic value for renal disease progression and systemic macrovascular dysfunction. These results further substantiate the close relationship between renal and ocular microcirculation.
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Affiliation(s)
- Caterina Carollo
- Unit of Nephrology and Dialysis, Hypertension Excellence Centre, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy (E.C.); (G.M.)
| | - Maria Vadalà
- Biomedicine, Neuroscience and Advance Diagnostic (BIND) Department, University of Palermo, 90133 Palermo, Italy; (M.V.)
| | - Alessandra Sorce
- Unit of Nephrology and Dialysis, Hypertension Excellence Centre, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy (E.C.); (G.M.)
| | - Nicola Sinatra
- UOSD Nefrologia e Dialisi, Ospedale Paolo Borsellino, 91025 Marsala, Italy;
| | - Emanuele Orlando
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy;
| | - Emanuele Cirafici
- Unit of Nephrology and Dialysis, Hypertension Excellence Centre, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy (E.C.); (G.M.)
| | - Miriam Bennici
- Unit of Nephrology and Dialysis, Hypertension Excellence Centre, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy (E.C.); (G.M.)
| | - Riccardo Polosa
- Department of Medicine and Surgery, “Kore” University of Enna, 94100 Enna, Italy (G.G.)
| | | | - Giuseppe Mulè
- Unit of Nephrology and Dialysis, Hypertension Excellence Centre, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy (E.C.); (G.M.)
| | - Giulio Geraci
- Department of Medicine and Surgery, “Kore” University of Enna, 94100 Enna, Italy (G.G.)
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Carollo C, Vadalà M, Ferrara M, Chisci E, La Felice A, Di Natale KV, Sorce A, Bonfiglio VME, Mulè G. Relationship Between Short-Term Blood Pressure Variability and Choroidal-Retinal Thicknesses Assessed by Optical Coherence Tomography in Hypertensive Subjects. J Pers Med 2024; 14:1123. [PMID: 39728036 DOI: 10.3390/jpm14121123] [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: 10/29/2024] [Revised: 11/16/2024] [Accepted: 11/21/2024] [Indexed: 12/28/2024] Open
Abstract
Background/Objectives: The complications of hypertension depend not only on the mean blood pressure (BP) but also on its variability (BPV). Recent studies suggest that the choroid may serve as an indicator of systemic vascular damage. These studies have been made possible by the increased availability of optical coherence tomography (OCT). The aim of our study was to analyze the relationship between short-term BP variability (STBPV) and choroid-retinal thickness in hypertensive patients. Methods: A total of 98 patients with a mean age of 49 ± 12 years were enrolled in the study. All participants underwent 24 h blood pressure (BP) monitoring to measure 24 h mean systolic (SBP) and diastolic blood pressure (DBP), along with their respective standard deviations (SD), the weighted SD of 24 h SBP and DBP, and the average real variability (ARV) of 24 h SBP and DBP. The choroid-retinal region was assessed using Swept-Source OCT, with choroidal thickness (ChT) and retinal thickness divided into three concentric rings, and their mean choroidal thickness (ChT-or) was calculated. Results: The choroidal thickness of the concentric rings was found to be inversely correlated with all ARV values of the monitored blood pressure means. In particular, a correlation was observed between the ARV of daytime DBP and ChT-or. This correlation remained statistically significant (β = -0.34; p = 0.02) even after adjustment for various confounding factors. The ARV of daytime DBP was the only STBPV index to maintain a significant association, in the multivariate analysis, with the central ring mean thickness (β = -0.314; p = 0.001) and the inner choroidal ring mean thickness (β = -0.262; p = 0.003). Conclusions: Our study demonstrated an independent negative association between short-term BP variability (STBPV), when expressed as ARV of daytime DBP, and choroidal thickness. This finding confirms the value of choroidal thickness as a marker of cardiovascular risk.
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Affiliation(s)
- Caterina Carollo
- Unit of Nephrology and Dialysis, Hypertension Excellence Centre, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), Università di Palermo, 90128 Palermo, Italy
| | - Maria Vadalà
- Biomedicine, Neuroscience and Advance Diagnostic (BIND) Department, University of Palermo, 90128 Palermo, Italy
| | - Marta Ferrara
- Unit of Nephrology and Dialysis, Hypertension Excellence Centre, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), Università di Palermo, 90128 Palermo, Italy
| | - Enea Chisci
- Biomedicine, Neuroscience and Advance Diagnostic (BIND) Department, University of Palermo, 90128 Palermo, Italy
| | - Alberto La Felice
- Biomedicine, Neuroscience and Advance Diagnostic (BIND) Department, University of Palermo, 90128 Palermo, Italy
| | | | - Alessandra Sorce
- Unit of Nephrology and Dialysis, Hypertension Excellence Centre, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), Università di Palermo, 90128 Palermo, Italy
| | | | - Giuseppe Mulè
- Unit of Nephrology and Dialysis, Hypertension Excellence Centre, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), Università di Palermo, 90128 Palermo, Italy
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Kislikova M, Gaitán-Valdizán JJ, Parra Blanco JA, García Unzueta MT, Rodríguez Vidriales M, Escagedo Cagigas C, Piñera Haces VC, Valentín Muñoz MDLO, Benito Hernández A, Ruiz San Millan JC, Rodrigo Calabia E. Looking into the Eyes to See the Heart of Chronic Kidney Disease Patients. Life (Basel) 2024; 14:533. [PMID: 38672803 PMCID: PMC11051204 DOI: 10.3390/life14040533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 04/03/2024] [Accepted: 04/17/2024] [Indexed: 04/28/2024] Open
Abstract
In patients with chronic kidney disease (CKD), the main cause of morbidity and mortality is cardiovascular disease (CVD). Both coronary artery calcium scoring by computed tomography (CT) and optical coherence tomography (OCT) are used to identify patients at increased risk for ischemic heart disease, thereby indicating a higher cardiovascular risk profile. Our study aimed to investigate the utility of these techniques in the CKD population. In patients with CKD, OCT was used to measure the choroidal thickness (CHT) and the thickness of the peripapillary retinal nerve fiber layer (pRNFL). A total of 127 patients were included, including 70 men (55%) with an estimated glomerular filtration rate (eGFR) of 39 ± 30 mL/min/1.73 m2. Lower pRNFL thickness was found to be related to high-sensitivity troponin I (r = -0.362, p < 0.001) and total coronary calcification (r = -0.194, p = 0.032). In a multivariate analysis, pRNFL measurements remained associated with age (β = -0.189; -0.739--0.027; p = 0.035) and high-sensitivity troponin I (β = -0.301; -0.259--0.071; p < 0.001). Severe coronary calcification (Agatston score ≥ 400 HU) was related to a worse eGFR (p = 0.008), a higher grade of CKD (p = 0.036), and a thinner pRNFL (p = 0.011). The ROC curve confirmed that the pRNFL measurement could determine the patients with an Agatston score of ≥400 HU (AUC 0.638; 95% CI 0.525-0.750; p = 0.015). Our study concludes that measurement of pRNFL thickness using OCT is related to the markers associated with ischemic heart disease, such as coronary calcification and high-sensitivity troponin I, in the CKD population.
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Affiliation(s)
- Maria Kislikova
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital—IDIVAL, 39008 Santander, Spain; (M.R.V.); (C.E.C.); (V.C.P.H.); (M.d.l.O.V.M.); (A.B.H.); (J.C.R.S.M.); (E.R.C.)
| | | | | | | | - María Rodríguez Vidriales
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital—IDIVAL, 39008 Santander, Spain; (M.R.V.); (C.E.C.); (V.C.P.H.); (M.d.l.O.V.M.); (A.B.H.); (J.C.R.S.M.); (E.R.C.)
| | - Clara Escagedo Cagigas
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital—IDIVAL, 39008 Santander, Spain; (M.R.V.); (C.E.C.); (V.C.P.H.); (M.d.l.O.V.M.); (A.B.H.); (J.C.R.S.M.); (E.R.C.)
| | - Vicente Celestino Piñera Haces
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital—IDIVAL, 39008 Santander, Spain; (M.R.V.); (C.E.C.); (V.C.P.H.); (M.d.l.O.V.M.); (A.B.H.); (J.C.R.S.M.); (E.R.C.)
| | - María de la Oliva Valentín Muñoz
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital—IDIVAL, 39008 Santander, Spain; (M.R.V.); (C.E.C.); (V.C.P.H.); (M.d.l.O.V.M.); (A.B.H.); (J.C.R.S.M.); (E.R.C.)
| | - Adalberto Benito Hernández
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital—IDIVAL, 39008 Santander, Spain; (M.R.V.); (C.E.C.); (V.C.P.H.); (M.d.l.O.V.M.); (A.B.H.); (J.C.R.S.M.); (E.R.C.)
| | - Juan Carlos Ruiz San Millan
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital—IDIVAL, 39008 Santander, Spain; (M.R.V.); (C.E.C.); (V.C.P.H.); (M.d.l.O.V.M.); (A.B.H.); (J.C.R.S.M.); (E.R.C.)
| | - Emilio Rodrigo Calabia
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital—IDIVAL, 39008 Santander, Spain; (M.R.V.); (C.E.C.); (V.C.P.H.); (M.d.l.O.V.M.); (A.B.H.); (J.C.R.S.M.); (E.R.C.)
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Zhang W, Li J, Zhu L, Zeng S, Lu Y, Zhang Y, Gu X, Wu H, Yang L. Choroidal Vascularity Index and Choroidal Structural Changes in Children With Nephrotic Syndrome. Transl Vis Sci Technol 2024; 13:18. [PMID: 38512284 PMCID: PMC10960224 DOI: 10.1167/tvst.13.3.18] [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: 09/27/2023] [Accepted: 02/11/2024] [Indexed: 03/22/2024] Open
Abstract
Purpose To investigate the choroidal vascularity index (CVI) and choroidal structural changes in children with nephrotic syndrome. Methods This was a cross-sectional study involving 45 children with primary nephrotic syndrome and 40 normal controls. All participants underwent enhanced depth imaging-optical coherence tomography examinations. An automatic segmentation method based on deep learning was used to segment the choroidal vessels and stroma, and the choroidal volume (CV), vascular volume (VV), and CVI within a 4.5 mm diameter circular area centered around the macular fovea were obtained. Clinical data, including blood lipids, serum proteins, renal function, and renal injury indicators, were collected from the patients. Results Compared with normal controls, children with nephrotic syndrome had a significant increase in CV (nephrotic syndrome: 4.132 ± 0.464 vs. normal controls: 3.873 ± 0.574; P = 0.024); no significant change in VV (nephrotic syndrome: 1.276 ± 0.173 vs. normal controls: 1.277 ± 0.165; P = 0.971); and a significant decrease in the CVI (nephrotic syndrome: 0.308 [range, 0.270-0.386] vs. normal controls: 0.330 [range, 0.288-0.387]; P < 0.001). In the correlation analysis, the CVI was positively correlated with serum total protein, serum albumin, serum prealbumin, ratio of serum albumin to globulin, and 24-hour urine volume and was negatively correlated with total cholesterol, low-density lipoprotein cholesterol, urinary protein concentration, and ratio of urinary transferrin to creatinine (all P < 0.05). Conclusions The CVI is significantly reduced in children with nephrotic syndrome, and the decrease in the CVI parallels the severity of kidney disease, indicating choroidal involvement in the process of nephrotic syndrome. Translational Relevance Our findings contribute to a deeper understanding of how nephrotic syndrome affects the choroid.
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Affiliation(s)
- Wenbo Zhang
- Department of Ophthalmology, Peking University First Hospital, Beijing, China
| | - Junmeng Li
- Department of Ophthalmology, Peking University First Hospital, Beijing, China
| | - Lei Zhu
- Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing, China
- National Biomedical Imaging Center, Peking University, Beijing, China
| | - Shuang Zeng
- Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing, China
- National Biomedical Imaging Center, Peking University, Beijing, China
| | - Yanye Lu
- Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing, China
- National Biomedical Imaging Center, Peking University, Beijing, China
| | - Yadi Zhang
- Department of Ophthalmology, Peking University First Hospital, Beijing, China
| | - Xiaopeng Gu
- Department of Ophthalmology, Peking University First Hospital, Beijing, China
| | - Hailong Wu
- Department of Ophthalmology, Peking University First Hospital, Beijing, China
| | - Liu Yang
- Department of Ophthalmology, Peking University First Hospital, Beijing, China
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Burke J, Pugh D, Farrah T, Hamid C, Godden E, MacGillivray TJ, Dhaun N, Baillie JK, King S, MacCormick IJC. Evaluation of an Automated Choroid Segmentation Algorithm in a Longitudinal Kidney Donor and Recipient Cohort. Transl Vis Sci Technol 2023; 12:19. [PMID: 37975844 PMCID: PMC10668611 DOI: 10.1167/tvst.12.11.19] [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: 03/01/2023] [Accepted: 10/16/2023] [Indexed: 11/19/2023] Open
Abstract
Purpose To evaluate the performance of an automated choroid segmentation algorithm in optical coherence tomography (OCT) data using a longitudinal kidney donor and recipient cohort. Methods We assessed 22 donors and 23 patients requiring renal transplantation over up to 1 year posttransplant. We measured choroidal thickness (CT) and area and compared our automated CT measurements to manual ones at the same locations. We estimated associations between choroidal measurements and markers of renal function (estimated glomerular filtration rate [eGFR], serum creatinine, and urea) using correlation and linear mixed-effects (LME) modeling. Results There was good agreement between manual and automated CT. Automated measures were more precise because of smaller measurement error over time. External adjudication of major discrepancies was in favor of automated measures. Significant differences were observed in the choroid pre- and posttransplant in both cohorts, and LME modeling revealed significant linear associations observed between choroidal measures and renal function in recipients. Significant associations were mostly stronger with automated CT (eGFR, P < 0.001; creatinine, P = 0.004; urea, P = 0.04) compared to manual CT (eGFR, P = 0.002; creatinine, P = 0.01; urea, P = 0.03). Conclusions Our automated approach has greater precision than human-performed manual measurements, which may explain stronger associations with renal function compared to manual measurements. To improve detection of meaningful associations with clinical endpoints in longitudinal studies of OCT, reducing measurement error should be a priority, and automated measurements help achieve this. Translational Relevance We introduce a novel choroid segmentation algorithm that can replace manual grading for studying the choroid in renal disease and other clinical conditions.
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Affiliation(s)
- Jamie Burke
- School of Mathematics, University of Edinburgh, College of Science and Engineering, Edinburgh, UK
| | - Dan Pugh
- University/BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Tariq Farrah
- University/BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Charlene Hamid
- Imaging Facility, University of Edinburgh, The Queen's Medical Research Institute, Edinburgh, UK
| | - Emily Godden
- Emergency Department, Royal Infirmary of Edinburgh, Edinburgh, UK
| | | | - Neeraj Dhaun
- University/BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - J. Kenneth Baillie
- Deanery of Clinical Sciences, University of Edinburgh, College of Medicine and Veterinary Medicine, Edinburgh, UK
| | - Stuart King
- School of Mathematics, University of Edinburgh, College of Science and Engineering, Edinburgh, UK
| | - Ian J. C. MacCormick
- Centre for Inflammation Research, The Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
- Institute for Adaptive and Neural Computation, School of Informatics, University of Edinburgh, Edinburgh, UK
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Li D, Ran AR, Cheung CY, Prince JL. Deep learning in optical coherence tomography: Where are the gaps? Clin Exp Ophthalmol 2023; 51:853-863. [PMID: 37245525 PMCID: PMC10825778 DOI: 10.1111/ceo.14258] [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: 03/31/2023] [Revised: 04/24/2023] [Accepted: 05/03/2023] [Indexed: 05/30/2023]
Abstract
Optical coherence tomography (OCT) is a non-invasive optical imaging modality, which provides rapid, high-resolution and cross-sectional morphology of macular area and optic nerve head for diagnosis and managing of different eye diseases. However, interpreting OCT images requires experts in both OCT images and eye diseases since many factors such as artefacts and concomitant diseases can affect the accuracy of quantitative measurements made by post-processing algorithms. Currently, there is a growing interest in applying deep learning (DL) methods to analyse OCT images automatically. This review summarises the trends in DL-based OCT image analysis in ophthalmology, discusses the current gaps, and provides potential research directions. DL in OCT analysis shows promising performance in several tasks: (1) layers and features segmentation and quantification; (2) disease classification; (3) disease progression and prognosis; and (4) referral triage level prediction. Different studies and trends in the development of DL-based OCT image analysis are described and the following challenges are identified and described: (1) public OCT data are scarce and scattered; (2) models show performance discrepancies in real-world settings; (3) models lack of transparency; (4) there is a lack of societal acceptance and regulatory standards; and (5) OCT is still not widely available in underprivileged areas. More work is needed to tackle the challenges and gaps, before DL is further applied in OCT image analysis for clinical use.
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Affiliation(s)
- Dawei Li
- College of Future Technology, Peking University, Beijing, China
| | - An Ran Ran
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Carol Y. Cheung
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Jerry L. Prince
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, Maryland, USA
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8
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Lei C, Ran Q, Duan J, Zhang M. The Association Between Lipid Profile and Subfoveal Choroidal Thickness in Chinese Patients with Proliferative Diabetic Retinopathy Secondary to Type 2 Diabetes. Diabetes Metab Syndr Obes 2023; 16:2477-2489. [PMID: 37608850 PMCID: PMC10441652 DOI: 10.2147/dmso.s419794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 07/27/2023] [Indexed: 08/24/2023] Open
Abstract
Introduction Extensive studies have studied the factors associated with subfoveal choroidal thickness (SFCT). However, studies of the association between lipid profile and SFCT in patients with proliferative diabetic retinopathy (PDR) in type 2 diabetes remain limited. Thus, we aimed to investigate the relationship between lipid profile and SFCT in patients with PDR. Materials and Methods This was a retrospective cross-sectional study. The included participants were inpatients who underwent vitrectomy for PDR with type 2 diabetes and contralateral eyes of PDR patients meeting the criteria. Multivariate linear regression analysis was used to determine the independent association between lipid profile and SFCT. Results A total of 131 participants with PDR were enrolled in the final analysis. The average age of the participants was 55.76 ± 9.88 years, and the average SFCT was 276.10 ± 92.92 μm. Multivariate linear regression model results showed that in the fully adjusted model, total cholesterol, high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C) had a negative association with SFCT (β = -16.51, 95% CI: -29.57, -3.46; P = 0.0148; β = -42.65, 95% CI: -82.60, -2.70; P = 0.0390; β = -17.89, 95% CI: -33.24, -2.54; P = 0.0245, respectively), while triglyceride was not significantly associated with SFCT (β = 5.23, 95% CI: -18.57, 29.02; P = 0.6678). Furthermore, the results of stratified analysis showed that except for triglyceride, the trends of total cholesterol, HDL-C, LDL-C, and SFCT were consistent among different stratifications in participants. Conclusion The cholesterol profile had a significant negative association with SFCT in Chinese PDR patients, but triglyceride was not significantly associated with SFCT. This suggests that these systemic imbalances contribute to choroidal changes, and often coexist in diabetic patients.
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Affiliation(s)
- Chunyan Lei
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Qibo Ran
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Jianan Duan
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Meixia Zhang
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
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9
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Zekavat SM, Jorshery SD, Shweikh Y, Horn K, Rauscher FG, Sekimitsu S, Kayoma S, Ye Y, Raghu V, Zhao H, Ghassemi M, Elze T, Segrè AV, Wiggs JL, Scholz M, Priore LD, Wang JC, Natarajan P, Zebardast N. Insights into human health from phenome- and genome-wide analyses of UK Biobank retinal optical coherence tomography phenotypes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.05.16.23290063. [PMID: 37292770 PMCID: PMC10246137 DOI: 10.1101/2023.05.16.23290063] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The human retina is a complex multi-layered tissue which offers a unique window into systemic health and disease. Optical coherence tomography (OCT) is widely used in eye care and allows the non-invasive, rapid capture of retinal measurements in exquisite detail. We conducted genome- and phenome-wide analyses of retinal layer thicknesses using macular OCT images from 44,823 UK Biobank participants. We performed phenome-wide association analyses, associating retinal thicknesses with 1,866 incident ICD-based conditions (median 10-year follow-up) and 88 quantitative traits and blood biomarkers. We performed genome-wide association analyses, identifying inherited genetic markers which influence the retina, and replicated our associations among 6,313 individuals from the LIFE-Adult Study. And lastly, we performed comparative association of phenome- and genome- wide associations to identify putative causal links between systemic conditions, retinal layer thicknesses, and ocular disease. Independent associations with incident mortality were detected for photoreceptor thinning and ganglion cell complex thinning. Significant phenotypic associations were detected between retinal layer thinning and ocular, neuropsychiatric, cardiometabolic and pulmonary conditions. Genome-wide association of retinal layer thicknesses yielded 259 loci. Consistency between epidemiologic and genetic associations suggested putative causal links between thinning of the retinal nerve fiber layer with glaucoma, photoreceptor segment with AMD, as well as poor cardiometabolic and pulmonary function with PS thinning, among other findings. In conclusion, retinal layer thinning predicts risk of future ocular and systemic disease. Furthermore, systemic cardio-metabolic-pulmonary conditions promote retinal thinning. Retinal imaging biomarkers, integrated into electronic health records, may inform risk prediction and potential therapeutic strategies.
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Affiliation(s)
- Seyedeh Maryam Zekavat
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Saman Doroodgar Jorshery
- Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Departments of Computer Science/Medicine, University of Toronto, Toronto, Canada
- Vector Institute for Artificial Intelligence, Toronto, ON, Canada
- Department of Computer Science and Electrical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Yusrah Shweikh
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Katrin Horn
- Institute for Medical Informatics, Statistics and Epidemiology University of Leipzig, Germany and Leipzig Research Centre for Civilization Diseases (LIFE), Leipzig University, Leipzig, Germany
| | - Franziska G. Rauscher
- Institute for Medical Informatics, Statistics and Epidemiology University of Leipzig, Germany and Leipzig Research Centre for Civilization Diseases (LIFE), Leipzig University, Leipzig, Germany
| | | | - Satoshi Kayoma
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Yixuan Ye
- Computational Biology and Bioinformatics Program, Yale University, New Haven, CT, USA
| | - Vineet Raghu
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hongyu Zhao
- Computational Biology and Bioinformatics Program, Yale University, New Haven, CT, USA
- School of Public Health, Yale University, New Haven, CT, USA
| | - Marzyeh Ghassemi
- Departments of Computer Science/Medicine, University of Toronto, Toronto, Canada
- Vector Institute for Artificial Intelligence, Toronto, ON, Canada
- Department of Computer Science and Electrical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Tobias Elze
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Ayellet V. Segrè
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Janey L. Wiggs
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Markus Scholz
- Institute for Medical Informatics, Statistics and Epidemiology University of Leipzig, Germany and Leipzig Research Centre for Civilization Diseases (LIFE), Leipzig University, Leipzig, Germany
| | - Lucian Del Priore
- Department of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, CT, USA
| | - Jay C. Wang
- Department of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, CT, USA
- Northern California Retina Vitreous Associates, Mountain View, CA
| | - Pradeep Natarajan
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Nazlee Zebardast
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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10
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Burke J, Dhaun N, Dhillon B, Wilson KJ, Beare NAV, MacCormick IJC. The retinal contribution to the kidney-brain axis in severe malaria. Trends Parasitol 2023; 39:410-411. [PMID: 36964076 DOI: 10.1016/j.pt.2023.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 03/07/2023] [Indexed: 03/26/2023]
Affiliation(s)
- Jamie Burke
- School of Mathematics, College of Science and Engineering, University of Edinburgh, Edinburgh, UK.
| | - Neeraj Dhaun
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Baljean Dhillon
- Princess Alexandra Eye Pavilion, NHS Lothian, Edinburgh, UK; Centre for Clinical Brain Sciences, School of Clinical Sciences, University of Edinburgh, Edinburgh, UK
| | - Kyle J Wilson
- Department of Eye & Vision Sciences, University of Liverpool, Liverpool, UK; Malawi-Liverpool-Wellcome Trust, Blantyre, Malawi
| | - Nicholas A V Beare
- Department of Eye & Vision Sciences, University of Liverpool, Liverpool, UK; St Paul's Eye Unit, Royal Liverpool University Hospital, Liverpool, UK
| | - Ian J C MacCormick
- Centre for Inflammation Research, The Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK; Institute for Adaptive and Neural Computation, School of Informatics, University of Edinburgh, Edinburgh, UK
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11
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Güven YZ, Akay F, Akmaz B, Akmaz EN, Özen Ç. Evaluation of subclinical changes in recently diagnosed pediatric hypertension patients without hypertensive retinopathy: an OCT study. Int Ophthalmol 2023:10.1007/s10792-022-02622-w. [PMID: 36626040 DOI: 10.1007/s10792-022-02622-w] [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: 04/25/2022] [Accepted: 12/20/2022] [Indexed: 01/11/2023]
Abstract
PURPOSE To investigate subclinical choroidal and retinal changes in recently diagnosed pediatric hypertension (HT) patients. METHODS This prospective case-control study consisted of 62 treatment naive HT patients (34 essential HT and 28 renal-induced HT) and 62 control subjects aged 10-16 years. All demographic data and ocular parameters were noted. Macula and choroid measurements were acquired by spectral domain optical coherence tomography (SD-OCT). Choroidal measurements were obtained by taking the mean of the measurements taken from 3 nasal and 3 temporal locations at 500µ intervals (mean nasal, mean temporal) in addition to the subfoveal area. RESULTS All choroidal thickness (ChT) values in HT subjects were significantly lower than in the healthy group (p < 0.001 for all). Also, there was no statistically significant difference between central macular thickness (CMT) and mean macular thickness (MMT) between the two groups. Subfoveal ChT, mean ChT, and CMT values were statistically lower in patients with renal-induced HT compared to essential HT subjects (p < 0.001, p = 0.04, p = 0.014, respectively). No significant correlation was observed between choroidal thicknesses and blood pressure values in essential and renal HT groups except weak correlation between mean temporal ChT and systolic blood pressure (SBP) in renal HT group (r = - 0.464, p = 0.013). CONCLUSION This study demonstrated that choroidal thickness decreased even during the subclinical period in treatment naive pediatric HT subjects. In addition, it has been shown that the choroid is more affected in renal-induced HT compared to essential HT group.
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Affiliation(s)
- Yusuf Ziya Güven
- Department of Ophthalmology, İzmir Katip Çelebi University Atatürk Educating and Research Hospital, 35200, İzmir, Turkey.
| | - Fahrettin Akay
- Department of Ophthalmology, Gülhane Training and Research Hospital, University of Health Sciences, Ankara, Turkey
| | - Berkay Akmaz
- Department of Ophthalmology, Manisa State Hospital, Manisa, Turkey
| | | | - Çınar Özen
- Department of Pediatric Nephrology, Manisa State Hospital, Manisa, Turkey
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12
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Betzler BK, Rim TH, Sabanayagam C, Cheng CY. Artificial Intelligence in Predicting Systemic Parameters and Diseases From Ophthalmic Imaging. Front Digit Health 2022; 4:889445. [PMID: 35706971 PMCID: PMC9190759 DOI: 10.3389/fdgth.2022.889445] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 05/06/2022] [Indexed: 12/14/2022] Open
Abstract
Artificial Intelligence (AI) analytics has been used to predict, classify, and aid clinical management of multiple eye diseases. Its robust performances have prompted researchers to expand the use of AI into predicting systemic, non-ocular diseases and parameters based on ocular images. Herein, we discuss the reasons why the eye is well-suited for systemic applications, and review the applications of deep learning on ophthalmic images in the prediction of demographic parameters, body composition factors, and diseases of the cardiovascular, hematological, neurodegenerative, metabolic, renal, and hepatobiliary systems. Three main imaging modalities are included—retinal fundus photographs, optical coherence tomographs and external ophthalmic images. We examine the range of systemic factors studied from ophthalmic imaging in current literature and discuss areas of future research, while acknowledging current limitations of AI systems based on ophthalmic images.
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Affiliation(s)
- Bjorn Kaijun Betzler
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Singapore
| | - Tyler Hyungtaek Rim
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore
| | - Charumathi Sabanayagam
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore
| | - Ching-Yu Cheng
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore
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13
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Arterial Hypertension and the Hidden Disease of the Eye: Diagnostic Tools and Therapeutic Strategies. Nutrients 2022; 14:nu14112200. [PMID: 35683999 PMCID: PMC9182467 DOI: 10.3390/nu14112200] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 05/12/2022] [Accepted: 05/18/2022] [Indexed: 02/01/2023] Open
Abstract
Hypertension is a major cardiovascular risk factor that is responsible for a heavy burden of morbidity and mortality worldwide. A critical aspect of cardiovascular risk estimation in hypertensive patients depends on the assessment of hypertension-mediated organ damage (HMOD), namely the generalized structural and functional changes in major organs induced by persistently elevated blood pressure values. The vasculature of the eye shares several common structural, functional, and embryological features with that of the heart, brain, and kidney. Since retinal microcirculation offers the unique advantage of being directly accessible to non-invasive and relatively simple investigation tools, there has been considerable interest in the development and modernization of techniques that allow the assessment of the retinal vessels’ structural and functional features in health and disease. With the advent of artificial intelligence and the application of sophisticated physics technologies to human sciences, consistent steps forward have been made in the study of the ocular fundus as a privileged site for diagnostic and prognostic assessment of diverse disease conditions. In this narrative review, we will recapitulate the main ocular imaging techniques that are currently relevant from a clinical and/or research standpoint, with reference to their pathophysiological basis and their possible diagnostic and prognostic relevance. A possible non pharmacological approach to prevent the onset and progression of retinopathy in the presence of hypertension and related cardiovascular risk factors and diseases will also be discussed.
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14
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Fursova AZ, Vasilyeva MA, Tarasov MS, Zubkova MY, Derbeneva AS, Nikulich IF, Gamza YA. [Features of structural and microvascular changes of the choroid in angioretinopathy of various etiologies]. Vestn Oftalmol 2022; 138:47-56. [PMID: 35488562 DOI: 10.17116/oftalma202213802147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE To study structural and microvascular changes in the choroid in patients with chronic kidney disease (CKD), diabetic retinopathy (DR) and arterial hypertension (AH), and their relationship with the level of renal function, carbohydrate metabolism and blood pressure. MATERIAL AND METHODS The study involved 172 patients (325 eyes): 56 patients with CKD (109 eyes); 66 patients with DR (121 eyes); 50 patients with AH (95 eyes). All patients underwent comprehensive ophthalmological examination including visometry, biomicroscopy, ophthalmoscopy, optical coherence tomography (OCT) and OCT angiography. RESULTS In patients with DR and CKD, a decrease in the thickness of the ganglion cell complex and the inner plexiform layer (GCL+IPL) was noted: in proliferative DR (PDR) - 62.45±4.25 µm, in stage 4-5 CKD - 75.23±6.43 µm; a decrease in choroidal thickness (CT) of minimal values in stage 4-5 CKD (179.9±37.72 µm) and PDR (211.0±40.7 µm). The decrease in choroidal vascularity index (CVI) depended on the stage of CKD and PDR (in PDR - 63.47±1.37, in stage 4-5 CKD - 65.93±2.01). Maximum decrease in perfusion density and vascular density was found in patients with DR (37.22±9.00% and 15.11±3.39 mm, respectively). An increase in the area, perimeter of the foveolar avascular zone (FAZ), and a decrease in the circularity index were noted in all groups, with most pronounced changes in PDR and stage 4-5 CKD. Patients with CKD were found to have strong correlations of CT and CVI with creatinine, urea, proteinuria and glomerular filtration rate (GFR). Patients with diabetes mellitus and PDR were revealed to have strong relations of CT, CVI, GCL+IPL, the area and perimeter of FAZ with creatinine levels and the duration of diabetes mellitus. CONCLUSION Choroidal thickness and choroidal vascularity index are important diagnostic markers of disorders of chorioretinal microcirculation that allow stratifying individual assessment of risk factors for progression of both chronic kidney disease and diabetic retinopathy.
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Affiliation(s)
- A Zh Fursova
- Novosibirsk State Regional Clinical Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
| | - M A Vasilyeva
- Novosibirsk State Regional Clinical Hospital, Novosibirsk, Russia
| | - M S Tarasov
- Novosibirsk State Regional Clinical Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
| | - M Y Zubkova
- Novosibirsk State Regional Clinical Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
| | - A S Derbeneva
- Novosibirsk State Regional Clinical Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
| | - I F Nikulich
- Novosibirsk State Regional Clinical Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
| | - Yu A Gamza
- Novosibirsk State Regional Clinical Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
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15
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Abstract
Hypertensive eye disease includes a spectrum of pathological changes, the most well known being hypertensive retinopathy. Other commonly involved parts of the eye in hypertension include the choroid and optic nerve, sometimes referred to as hypertensive choroidopathy and hypertensive optic neuropathy. Together, hypertensive eye disease develops in response to acute and/or chronic elevation of blood pressure. Major advances in research over the past three decades have greatly enhanced our understanding of the epidemiology, systemic associations and clinical implications of hypertensive eye disease, particularly hypertensive retinopathy. Traditionally diagnosed via a clinical funduscopic examination, but increasingly documented on digital retinal fundus photographs, hypertensive retinopathy has long been considered a marker of systemic target organ damage (for example, kidney disease) elsewhere in the body. Epidemiological studies indicate that hypertensive retinopathy signs are commonly seen in the general adult population, are associated with subclinical measures of vascular disease and predict risk of incident clinical cardiovascular events. New technologies, including development of non-invasive optical coherence tomography angiography, artificial intelligence and mobile ocular imaging instruments, have allowed further assessment and understanding of the ocular manifestations of hypertension and increase the potential that ocular imaging could be used for hypertension management and cardiovascular risk stratification.
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Affiliation(s)
- Carol Y Cheung
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Valérie Biousse
- Departments of Ophthalmology and Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | - Pearse A Keane
- NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust, London, UK.,Institute of Ophthalmology, University College London, London, UK
| | - Ernesto L Schiffrin
- Hypertension and Vascular Research Unit, Lady Davis Institute for Medical Research, and Department of Medicine, Sir Mortimer B. Davis Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Tien Y Wong
- Singapore Eye Research Institute, Singapore National Eye Center, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore. .,Tsinghua Medicine, Tsinghua University, Beijing, China.
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16
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Fursova AZ, Derbeneva AS, Vasilyeva MV, Tarasov MS, Nikulich IF, Gamza YA. [Structural and microvascular changes in the retina and choroid in patients with chronic kidney disease]. Vestn Oftalmol 2021; 137:99-108. [PMID: 34965075 DOI: 10.17116/oftalma202113706199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE To study the main structural and microvascular changes in the retina and choroid in patients with diabetic retinopathy (DR) and chronic kidney disease (CKD), and their relationship with impaired renal function. MATERIAL AND METHODS The study included 158 patients (304 eyes). The 1st group consisted of 50 patients with CKD (97 eyes); group 2 - 65 patients with DR (119 eyes), group 3 - 43 patients with CKD and DR (86 eyes). All study patients underwent complete ophthalmological examination, including optical coherence tomography (OCT) and OCT angiography (OCTA) of the macular region. RESULTS The analysis of structural parameters in groups of patients showed a decrease in the thickness of the ganglion cell layer and the inner plexiform layer of the retina in patients with DR (70.85±14.49 μm), with the lowest value in the CKD+DR group (65.84±15.34 μm) in comparison with the CKD group (75.64±10.32 μm). In the groups of patients with CKD, the thickness of the choroid (207.3±40.36 μm) was significantly reduced in comparison with the group of patients with DR (258.8±26.63 μm) and correlated with the stage of the disease. Patients in the CKD+DR group had the lowest perfusion and vascular density in the macular region (31.23±10.91% and 13.15±2.73 mm), an increase in the area and perimeter of the foveal avascular zone (0.55±0.26 mm2, 3.30±0.84 mm). Pronounced correlations of decrease in choroidal thickness, vascular density, and perfusion volume with low glomerular filtration rate and CKD stage, as well as urea and creatinine levels were determined. An increase in the area of the foveal avascular zone correlated with lower retinal capillary density, decreased perfusion volume, and the stage of both DR and CKD. CONCLUSION Structural and hemodynamic disorders of the retina and choroid can be recognized as significant biomarkers for non-invasive diagnosis of microvascular complications of diabetes mellitus and impaired renal function.
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Affiliation(s)
- A Zh Fursova
- Novosibirsk State Region Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
| | - A S Derbeneva
- Novosibirsk State Region Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
| | - M V Vasilyeva
- Novosibirsk State Region Hospital, Novosibirsk, Russia
| | - M S Tarasov
- Novosibirsk State Region Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
| | - I F Nikulich
- Novosibirsk State Region Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
| | - Yu A Gamza
- Novosibirsk State Region Hospital, Novosibirsk, Russia.,Novosibirsk State Medical University, Novosibirsk, Russia
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17
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Lei C, Zhang K, Chang T, Ran Q, Zhang M. Relationship between renal function and prognosis of Chinese proliferative diabetic retinopathy patients undergoing the first vitrectomy: protocol for a prospective cohort study. BMJ Open 2021; 11:e052417. [PMID: 34873003 PMCID: PMC8650473 DOI: 10.1136/bmjopen-2021-052417] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION China has the largest number of adults with diabetes aged 20-79 years (116.4 million) in 2019. Due to the socioeconomic condition or a lack of awareness of diabetic complications, many adults with diabetes have proliferative diabetic retinopathy (PDR) or renal function impairment at their first visit to the clinic for a sudden loss of vision, and pars plana vitrectomy (PPV) is required for their treatment. Risk factors for the outcomes and complications of PPV surgery in PDR patients have been widely explored in many epidemiological studies and clinical trials. However, few prospective studies have analysed the association between renal function and surgical outcomes in PDR. METHODS AND ANALYSIS This is a single-centre, prospective cohort study of PDR patients with type 2 diabetes mellitus who have definite indications for PPV surgery with or without renal function impairment. We will consecutively enrol PDR patients who meet the inclusion and exclusion criteria from November 2020 to December 2023. Each participant will be followed up for at least 6 months after surgery. Clinical data from medical records and vitreous fluid will be collected.Demographic characteristics and study outcomes will be summarised using descriptive statistics. The variation will be described and evaluated using the χ² test or Kruskal-Wallis test. Generalise additive mixed models will be used to explore the association between the renal profile and surgical outcomes including BCVA, and retinal and choroidal microvasculature/microstructure. Multivariate ordinal regression analysis will be used to detect the independent association between renal profile and BCVA changes, and smooth curve fitting will be employed to briefly present the tendency. ETHICS AND DISSEMINATION The trial has received ethical approval from the West China Hospital of Sichuan University. Results of this trial will be disseminated through publication in peer-reviewed journals and presentations at local and international meetings. TRIAL REGISTRATION NUMBER ChiCTR2000039698.
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Affiliation(s)
- Chunyan Lei
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Keren Zhang
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Tiancong Chang
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qibo Ran
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Meixia Zhang
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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18
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Fursova AZ, Vasil'eva MV, Derbeneva AS, Tarasov MS, Chubar NV, Nikulich IF, Gusarevitch OG. [Optical coherence tomography angiography in the diagnosis of retinal microvascular changes in chronic kidney disease (clinical observations)]. Vestn Oftalmol 2021; 137:97-104. [PMID: 34156784 DOI: 10.17116/oftalma202113703197] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
One distinctive pathological sign of chronic kidney disease (CKD) is microcirculatory disorders, which mark it as a microvascular disease. Similarity in the blood supply of the retina and kidneys, in the anatomy of their vascularization lead to identical complications in these organs. The retinal-choroidal microvascular system is easily accessible for clinical and morphological assessment and can be examined by the reproducible and non-invasive method - optical coherence tomography (OCT) and OCT angiography (OCTA). The study of significant diagnostic tomographic retinal biomarkers in CKD and monitoring of their changes are of great clinical importance. The article presents clinical cases of changes in the retina and choroid depending of the stage of CKD. Retinal microvascular changes precede functional impairment. A significant decrease in retinal and choroidal thickness correlates with a decrease in the glomerular filtration rate (GFR) and the degree of albumin excretion in the urine. All clinical cases were observed to exhibit retinal microcirculation disorders, capillary rarefaction in both capillary plexuses accompanied by a decrease in vessel density and a decrease in the circularity index of the foveal avascular zone as a result of regression of the parafoveal capillary networks. OCTA allowed visualization of morphological changes at the microcirculatory level in the form of blunt ends of capillaries, their increased tortuosity and the presence of local areas of decreased perfusion. The severity of retinal microvascular changes varied depending on the stage of CKD and was not associated with either age or the presence of diabetes mellitus. Assessment of the retinal microvasculature can help with monitoring of microvascular lesions, early prediction of the risk of development and progression of decreased renal function, as well as allow avoiding aggressive diagnostic biopsy.
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Affiliation(s)
- A Zh Fursova
- Novosibirsk State Medical University, Novosibirsk, Russia.,Novosibirsk State Region Hospital, Novosibirsk, Russia
| | - M V Vasil'eva
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - A S Derbeneva
- Novosibirsk State Medical University, Novosibirsk, Russia.,Novosibirsk State Region Hospital, Novosibirsk, Russia
| | - M S Tarasov
- Novosibirsk State Medical University, Novosibirsk, Russia.,Novosibirsk State Region Hospital, Novosibirsk, Russia
| | - N V Chubar
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - I F Nikulich
- Novosibirsk State Medical University, Novosibirsk, Russia.,Novosibirsk State Region Hospital, Novosibirsk, Russia
| | - O G Gusarevitch
- Novosibirsk State Medical University, Novosibirsk, Russia.,Novosibirsk State Region Hospital, Novosibirsk, Russia
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19
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Mulè G, Vadalà M, Sinatra N, Mancia E, Sorce A, Geraci G, Carollo C, Montalbano K, Castellucci M, Guarrasi G, Cillino S, Cottone S. Relationship of choroidal thickness with pulsatile hemodynamics in essential hypertensive patients. J Clin Hypertens (Greenwich) 2021; 23:1030-1038. [PMID: 33492773 PMCID: PMC8678803 DOI: 10.1111/jch.14196] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 11/29/2020] [Accepted: 11/30/2020] [Indexed: 12/20/2022]
Abstract
Controversy exists about the association of choroidal thickness (CTh) with blood pressure (BP) values. There is some evidence suggesting that central hemodynamics changes are associated with microvascular disease. Our study was aimed to assess the relationships between CTh and clinic and 24‐h BP and between CTh and estimated 24‐h aortic pulse pressure (aPP), 24‐h aortic systolic BP (aSBP), and 24‐h aortic augmentation index (aAIx) in a group of hypertensive patients. We enrolled 158 hypertensive subjects (mean age 48 ± 13 years) all of which underwent evaluation of the choroidal district by Swept‐Source optical coherence tomography (SS‐OCT) and 24‐h BP monitoring, in order to measure peripheral BP and to estimate central hemodynamic parameters. Inverse significant correlations of clinic PP, 24‐h aPP, 24‐h aSBP, and 24‐h aAIx with thicknesses of central ring, inner ring, and outer ring of the choroid and its overall average were found. The strongest of these correlations was that relating 24‐h aPP with overall average choroidal thickness (r = −.531; P < .001). When we divided the study population in subjects with 24‐h aPP above and below the median value (35 mm Hg), CTh were thinner in subjects with higher values of 24‐aPP as compared to those with lower ones, even after adjustment for age, and other potential confounders. The relationships of CTh with 24‐h aPP remained significant also taking into account the effects of various covariates in linear multiple regression analyses. Our findings support the concept of a cross‐talk between macro‐ and microcirculation.
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Affiliation(s)
- Giuseppe Mulè
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro" (PROMISE), University of Palermo, Palermo, Italy.,Unit of Nephrology and Hypertension, European Society of Hypertension Excellence Centre, Università degli studi di Palermo, Palermo, Italy
| | - Maria Vadalà
- Dipartimento di Biomedicina sperimentale e Neuroscienze cliniche, Università degli studi di Palermo, Palermo, Italy
| | - Nicola Sinatra
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro" (PROMISE), University of Palermo, Palermo, Italy.,Unit of Nephrology and Hypertension, European Society of Hypertension Excellence Centre, Università degli studi di Palermo, Palermo, Italy
| | - Ettore Mancia
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro" (PROMISE), University of Palermo, Palermo, Italy.,Unit of Nephrology and Hypertension, European Society of Hypertension Excellence Centre, Università degli studi di Palermo, Palermo, Italy
| | - Alessandra Sorce
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro" (PROMISE), University of Palermo, Palermo, Italy.,Unit of Nephrology and Hypertension, European Society of Hypertension Excellence Centre, Università degli studi di Palermo, Palermo, Italy
| | - Giulio Geraci
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro" (PROMISE), University of Palermo, Palermo, Italy.,Unit of Nephrology and Hypertension, European Society of Hypertension Excellence Centre, Università degli studi di Palermo, Palermo, Italy
| | - Caterina Carollo
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro" (PROMISE), University of Palermo, Palermo, Italy.,Unit of Nephrology and Hypertension, European Society of Hypertension Excellence Centre, Università degli studi di Palermo, Palermo, Italy
| | - Katia Montalbano
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro" (PROMISE), University of Palermo, Palermo, Italy.,Unit of Nephrology and Hypertension, European Society of Hypertension Excellence Centre, Università degli studi di Palermo, Palermo, Italy
| | - Massimo Castellucci
- Dipartimento di Biomedicina sperimentale e Neuroscienze cliniche, Università degli studi di Palermo, Palermo, Italy
| | - Giulia Guarrasi
- Dipartimento di Biomedicina sperimentale e Neuroscienze cliniche, Università degli studi di Palermo, Palermo, Italy
| | - Salvatore Cillino
- Dipartimento di Biomedicina sperimentale e Neuroscienze cliniche, Università degli studi di Palermo, Palermo, Italy
| | - Santina Cottone
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro" (PROMISE), University of Palermo, Palermo, Italy.,Unit of Nephrology and Hypertension, European Society of Hypertension Excellence Centre, Università degli studi di Palermo, Palermo, Italy
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20
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Fursova AZ, Derbeneva AS, Vasilyeva MA, Tarasov MS, Nikulich IF, Galkina EV. [Development, clinical manifestations and diagnosis of retinal changes in chronic kidney disease]. Vestn Oftalmol 2021; 137:107-114. [PMID: 33610158 DOI: 10.17116/oftalma2021137011107] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Chronic kidney disease (CKD) is a significant public health problem with a high risk of developing age-dependent eye diseases. Renal glomeruli and the choroid have similar structures and vascular networks; the internal hematoretinal barrier and the glomerular filtration barrier have similar developmental path; the renin-angiotensin-aldosterone hormonal system is found in both the eye and the kidneys. All this determines the similarity of physiological and pathogenetic features of the development of diseases associated with these organs. The article discusses general risk factors and pathophysiological mechanisms of development of retinal and renal lesions in CKD, the influence of various factors of pathogenesis on their development and progression. The anatomical similarity of vascularization, accompanied by microvascular changes in the retina and kidneys, leads to similar complications in both organs. Optical coherence tomography (OCT) and optical coherence tomography angiography (OCT-A) are accurate, well reproducible and non-invasive methods for diagnosing and assessing changes in the retinal microvascular bed, which make it possible to assess microvasculature changes in the kidneys. In CKD, the retina shows signs of impaired capillary perfusion, a decrease in their density, expansion of intercapillary spaces, a rarefaction of the density of the parafoveolar capillary network, which may indicate a decrease in peritubular capillary blood flow, blood circulation of the kidneys in general and their ischemia. Significant thinning of the retina and choroid, along with a decrease in macular volume, even in the initial stages of CKD, is accompanied by impaired renal function (changes in the estimated glomerular filtration rate and urinary albumin excretion), which is a sign of systemic microvascular lesion and pathological process in the kidneys. Therefore, monitoring of retinal vessels using OCT and OCT-A can become a reliable indicator of the progression of renal microvascular changes at any stage of the disease.
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Affiliation(s)
- A Zh Fursova
- Novosibirsk State Region Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - A S Derbeneva
- Novosibirsk State Region Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - M A Vasilyeva
- Novosibirsk State Region Hospital, Novosibirsk, Russia
| | - M S Tarasov
- Novosibirsk State Region Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - I F Nikulich
- Novosibirsk State Region Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - E V Galkina
- Novosibirsk State Region Hospital, Novosibirsk, Russia
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21
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Choi SU, Oh JY, Kim JT. Correlations between choroidal thickness and renal function in patients with retinal vein occlusion. Sci Rep 2020; 10:16865. [PMID: 33033387 PMCID: PMC7545166 DOI: 10.1038/s41598-020-74058-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 09/03/2020] [Indexed: 12/30/2022] Open
Abstract
The purpose of this study was to analyze the correlation of renal function indices with sub-foveal choroidal thickness (SFChT) in treatment-naïve (naïve) eyes with retinal vein occlusion (RVO) using swept-source optical coherence tomography (SS-OCT) and systemic workup. Retrospective chart review was performed from Dec 2016 to Sep 2019 in patients newly diagnosed with treatment-naïve unilateral RVO. Ocular parameters, including SFChT, and systemic profiles, including renal function indices, were reviewed. Simple and multiple linear regression analyses were performed to check if there was a correlation between renal profiles and SFChT. A total of 56 patients were included in the study; 34 of them were branch RVO and 22 were central RVO patients. Multiple linear regression analysis revealed that SFChT was positively correlated with estimated glomerular filtration rate (eGFR) (P < 0.001). SFChT showed significant correlation with renal function indices. In addition, choroidal thickness may be considered as systemic biomarkers for renal function.
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Affiliation(s)
- Sang Uk Choi
- Department of Ophthalmology, College of Medicine, Chung-Ang University Hospital, 102 Heukseok-ro, Dongjak-gu, Seoul, 06974, South Korea
| | - Ja Young Oh
- Department of Ophthalmology, College of Medicine, Chung-Ang University Hospital, 102 Heukseok-ro, Dongjak-gu, Seoul, 06974, South Korea
| | - Jee Taek Kim
- Department of Ophthalmology, College of Medicine, Chung-Ang University Hospital, 102 Heukseok-ro, Dongjak-gu, Seoul, 06974, South Korea.
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22
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Choi MG, Chung H, Yoon YH, Kim JT. Effects of Systemic Profiles on Choroidal Thickness in Treatment-Naïve Eyes With Diabetic Retinopathy. Invest Ophthalmol Vis Sci 2020; 61:12. [PMID: 32902577 PMCID: PMC7488646 DOI: 10.1167/iovs.61.11.12] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 08/16/2020] [Indexed: 11/25/2022] Open
Abstract
Purpose The purpose of this study was to analyze the effects of systemic and ocular profiles on subfoveal choroidal thickness (SFChT) in treatment-naïve eyes with diabetic retinopathy (DR). Methods This study included patients with treatment-naïve DR. They underwent routine laboratory evaluations, including complete blood cell count, liver function tests, kidney function tests, and urinalysis for macroalbuminuria. The systemic and ocular factors associated with the change in SFChT in DR were analyzed. Results A total of 136 eyes from 136 patients with diabetes and 30 eyes from 30 age-matched healthy controls were recruited. Generalized linear model analyses showed that the SFChT in treatment-naïve eyes with DR was positively associated with the DR grade and estimated glomerular filtration rate (eGFR; P = 0.001) and negatively associated with age (P < 0.001) and serum phosphorus levels (P = 0.001). Treatment-naïve eyes with proliferative DR (PDR; 313.4 ± 9.0 µm) or severe nonproliferative DR (NPDR; 299.7 ± 9.7 µm) had thicker choroid than eyes with mild to moderate NPDR (251.7 ± 11.1 µm) or no DR (231.2 ± 14.5 µm) after adjusting for age, eGFR, and phosphorus levels. Conclusions Choroid is affected by renal function and the grade of DR in patients with diabetes. Advanced retinopathy is associated with choroidal thickening, and the severity of concomitant renal disease is associated with choroidal thinning.
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Affiliation(s)
- Min Gyu Choi
- Department of Ophthalmology, College of Medicine, Chung-Ang University Hospital, Seoul, South Korea
- 510 Air Defense Artillery Battery, 1st Air Defense Missile Brigade, Air Defense & Guided Missile Command, Republic of Korea Air Force, Pohang, Korea
| | - Hum Chung
- Department of Ophthalmology, College of Medicine, Chung-Ang University Hospital, Seoul, South Korea
- The One Seoul Eye Clinic, Gangnamdaero 624, Gangnam-gu, Seoul, South Korea
| | - Young Hee Yoon
- Department of Ophthalmology, Asan Medical Center, College of Medicine, University of Ulsan, Seoul, South Korea
| | - Jee Taek Kim
- Department of Ophthalmology, College of Medicine, Chung-Ang University Hospital, Seoul, South Korea
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Wang W, Liu S, Qiu Z, He M, Wang L, Li Y, Huang W. Choroidal Thickness in Diabetes and Diabetic Retinopathy: A Swept Source OCT Study. Invest Ophthalmol Vis Sci 2020; 61:29. [PMID: 32324858 PMCID: PMC7401852 DOI: 10.1167/iovs.61.4.29] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Purpose Previous studies on the association between choroidal thickness (CT) and severity of diabetic retinopathy (DR) gave conflicting results. The aim of this study was to evaluate the CT changes in diabetic patients and associated factors in a large sample of Chinese patients with diabetes. Methods Type 2 diabetes mellitus patients without history of ocular treatment were recruited from the community health system in Guangzhou, China. The swept source OCT instrument was used to obtain high-definition retina and choroid images. The diabetic retinopathy (DR) status was graded based on the guidelines of the United Kingdom National Diabetic Eye Screening Programme. Univariate and multivariate linear regression analyses was used to explore the association of CT with DR severity, diabetic macular edema (DME), hemoglobin A1c, and vision function. Results A total of 1347 patients were included in the final analysis. After adjusting for other factors, the patients with stage R3 DR had significantly thinner CT (β = –29.1 µm, 95% CI –53.8 to –4.4, P = 0.021) in comparison in those with R0. After adjusting for other factors, the CTs were thicker than those in R0 patients with difference of 15.6 µm (95% CI 4.3-26.9, P = 0.007) for outer nasal sector, 15.7 µm (95% CI 3.8-25.5, P = 0.008) for outer inferior, and 12.2 µm (95% CI 0.4-24.0, P = 0.042) for inner inferior sector. The presence of DME and hemoglobin A1c levels did not significantly affect average CT. Higher average CT was significantly associated with better best corrected visual acuity, with a –0.02 LogMAR unit per 100 µm increase in average CT (95% CI –0.03 to –0.01, P < 0.001). Conclusions CT increased in the early stage of DR, and further decreased with DR progression. DME was not significantly associated with CT. These findings provide more clues to suggest that choroid alterations play a role in the pathogenesis of DR.
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Song Y, Tham YC, Chong C, Ong R, Fenner BJ, Cheong KX, Takahashi K, Jordan-Yu JM, Teo KYC, Tan ACS, Cheng CY, Wong TY, Chakravarthy U, Yanagi Y, Cheung GCM. Patterns and Determinants of Choroidal Thickness in a Multiethnic Asian Population: The Singapore Epidemiology of Eye Diseases Study. Ophthalmol Retina 2020; 5:458-467. [PMID: 32858246 DOI: 10.1016/j.oret.2020.08.012] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 08/16/2020] [Accepted: 08/20/2020] [Indexed: 12/12/2022]
Abstract
PURPOSE To describe the distribution and determinants of choroidal thickness (CT) in participants in a population study based on spectral-domain (SD)-OCT measurements. DESIGN Population-based, cross-sectional study. PARTICIPANTS Ethnic Chinese, Indian, and Malay adults aged more than 50 years without any retinal diseases (e.g., diabetic retinopathy, macular edema, age-related macular degeneration, central serous chorioretinopathy) that might affect the CT were recruited from the Singapore Epidemiology of Eye Diseases Study. METHODS Choroidal imaging was performed by SD-OCT (Spectralis, Heidelberg Engineering, Heidelberg, Germany) in enhanced depth imaging (EDI) mode. Subfoveal choroidal thickness (SFCT) was measured on the foveal line scan by 2 retinal experts independently (YS and KT), and the average was used in the analyses. In Chinese and Indian cohorts in whom macular raster scans were captured, the manufacturer-supplied research software (Heyex SP-X version 6.4.8.116; Heidelberg Engineering) was used to obtain automated segmentation yielding mean choroidal thickness in each of the 9 ETDRS grid sectors. MAIN OUTCOME MEASURES Subfoveal choroidal thickness and regional CT in the 9 ETDRS grid sectors. RESULTS For the SFCT analysis, 2794 eyes of 1619 participants (Chinese, Indian, and Malay ) were included. The mean age was 60.9 years (standard deviation, 7.7), and 797 (49.2%) were male. Mean SFCT was 255.2 μm (standard deviation, 102.6). The normal range of SFCT was 106 to 447 μm (corresponding to 5th and 95th percentile limits of SFCT, respectively). In multivariable models, thinner SFCT was associated with older age, female gender, longer axial length, and Malay (vs. Chinese) ethnicity. In the subset of Chinese and Indian eyes (n = 1842) in whom regional variation was evaluated, the choroid was thickest at the superior and temporal sectors and thinner at the inferior and nasal sectors. CONCLUSIONS Subfoveal choroidal thickness is influenced by age, gender, and ethnicity along with regional differences even within individual eyes. Subfoveal choroidal thickness also shows a wide range in physiologic limits. These data may be used as a reference in future studies.
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Affiliation(s)
- Youngseok Song
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Department of Ophthalmology, Asahikawa Medical University, Asahikawa, Japan
| | - Yih-Chung Tham
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore
| | - Crystal Chong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Ricardo Ong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Beau J Fenner
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Kai Xiong Cheong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Kengo Takahashi
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Department of Ophthalmology, Asahikawa Medical University, Asahikawa, Japan
| | | | - Kelvin Yi Chong Teo
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore
| | - Anna C S Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore
| | - Ching-Yu Cheng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Usha Chakravarthy
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology Macular Service, Belfast Health and Social Care Trust and Centre for Population Health, Queen's University Belfast, Belfast, United Kingdom
| | - Yasuo Yanagi
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Department of Ophthalmology, Asahikawa Medical University, Asahikawa, Japan
| | - Gemmy Chui Ming Cheung
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore.
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Liu S, Wang W, Tan Y, He M, Wang L, Li Y, Huang W. Relationship Between Renal Function and Choroidal Thickness in Type 2 Diabetic Patients Detected by Swept-Source Optical Coherence Tomography. Transl Vis Sci Technol 2020; 9:17. [PMID: 32821489 PMCID: PMC7401890 DOI: 10.1167/tvst.9.5.17] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 02/14/2020] [Indexed: 12/29/2022] Open
Abstract
Purpose To investigate the relationship between renal function and choroidal thickness (CT) in ocular treatment-naïve patients with diabetes mellitus using swept-source optical coherence tomography (SS-OCT). Methods This cross-sectional study recruited type 2 diabetes mellitus (T2DM) patients with no history of ocular treatment from communities in Guangzhou, China. The estimated glomerular filtration rates (eGFR) were calculated by using the Xiangya formula. The impaired renal function was defined as eGFR < 60 mL/(min 1.73 m2). The choroid was imaged by using an SS-OCT, and the macular CT was quantified automatically in Early Treatment Diabetic Retinopathy Study maps, and only data from one eye was used. Univariate and multivariate linear regression analyses were performed to explore the influence of eGFR on CT. Results A total of 1395 patients with T2DM were included in the final analysis. The CT of all macular regions were significantly thinner in patients with renal impairment (all P < 0.001). A significantly positive correlation was observed between the average CT and eGFR (β = 0.4; 95% confidence interval, 0.041-0.8; P = 0.029) independent of age, sex, and other potential confounding factors. After adjusting for other factors, a higher eGFR was also associated with higher CT values in the central field (P = 0.019) and in the outer superior (P = 0.047), inner superior (P = 0.018), inner inferior (P = 0.025), and inner temporal (P = 0.038) regions. Conclusions CT decreased in parallel with renal impairment in ocular treatment naïve diabetic patients, providing an accessible window for monitoring renal status. Translational Relevance Knowledge of association between retinal microvasculature and renal microcirculation would allow applying in both clinical and research settings.
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Affiliation(s)
- Sen Liu
- Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-Sen University, Guangzhou, People's Republic of China.,School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Wei Wang
- Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-Sen University, Guangzhou, People's Republic of China
| | - Yan Tan
- School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Miao He
- Department of Ophthalmology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Lanhua Wang
- Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-Sen University, Guangzhou, People's Republic of China
| | - Yuting Li
- Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-Sen University, Guangzhou, People's Republic of China
| | - Wenyong Huang
- School of Medicine, Sun Yat-sen University, Guangzhou, China
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Farrah TE, Dhillon B, Keane PA, Webb DJ, Dhaun N. The eye, the kidney, and cardiovascular disease: old concepts, better tools, and new horizons. Kidney Int 2020; 98:323-342. [PMID: 32471642 PMCID: PMC7397518 DOI: 10.1016/j.kint.2020.01.039] [Citation(s) in RCA: 85] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 01/09/2020] [Accepted: 01/13/2020] [Indexed: 12/18/2022]
Abstract
Chronic kidney disease (CKD) is common, with hypertension and diabetes mellitus acting as major risk factors for its development. Cardiovascular disease is the leading cause of death worldwide and the most frequent end point of CKD. There is an urgent need for more precise methods to identify patients at risk of CKD and cardiovascular disease. Alterations in microvascular structure and function contribute to the development of hypertension, diabetes, CKD, and their associated cardiovascular disease. Homology between the eye and the kidney suggests that noninvasive imaging of the retinal vessels can detect these microvascular alterations to improve targeting of at-risk patients. Retinal vessel-derived metrics predict incident hypertension, diabetes, CKD, and cardiovascular disease and add to the current renal and cardiovascular risk stratification tools. The advent of optical coherence tomography (OCT) has transformed retinal imaging by capturing the chorioretinal microcirculation and its dependent tissue with near-histological resolution. In hypertension, diabetes, and CKD, OCT has revealed vessel remodeling and chorioretinal thinning. Clinical and preclinical OCT has linked retinal microvascular pathology to circulating and histological markers of injury in the kidney. The advent of OCT angiography allows contrast-free visualization of intraretinal capillary networks to potentially detect early incipient microvascular disease. Combining OCT's deep imaging with the analytical power of deep learning represents the next frontier in defining what the eye can reveal about the kidney and broader cardiovascular health.
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Affiliation(s)
- Tariq E Farrah
- University/BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK; Department of Renal Medicine, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Baljean Dhillon
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK; Princess Alexandra Eye Pavilion, Edinburgh, UK
| | - Pearse A Keane
- NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital, London, UK
| | - David J Webb
- University/BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Neeraj Dhaun
- University/BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK; Department of Renal Medicine, Royal Infirmary of Edinburgh, Edinburgh, UK.
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Liu S, Wang W, Tan Y, He M, Wang L, Li Y, Huang W. Correlation between Renal Function and Peripapillary Choroidal Thickness in Treatment-Naïve Diabetic Eyes Using Swept-Source Optical Coherence Tomography. Curr Eye Res 2020; 45:1526-1533. [PMID: 32255371 DOI: 10.1080/02713683.2020.1753213] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Purpose: To investigate the associations of the estimated glomerular filtration rate (eGFR) with peripapillary choroidal thickness (pCT) and retinal nerve fiber layer (pRNFL) thickness in diabetic patients by using swept-source optical coherence tomography (SS-OCT). Methods: Ocular treatment-naïve patients with type 2 diabetes mellitus registered in the community health system in Guangzhou, China, were recruited to participate in this prospective cross-sectional study. The eGFR was determined using the Xiangya formula, and the renal function was categorized into non-chronic kidney disease (non-CKD), mild CKD, and moderate to severe CKD (MS-CKD) according to the guidelines. The pCT and pRNFL thicknesses at 12 o'clock were obtained using an SS-OCT by a circular scan with a diameter of 3.4 mm centering on the optic nerve head, and the data from only one eye in each patient were used. Results: This study included 1,408 diabetic patients, with a mean age of 64.4 ± 7.8 years. The average pCT decreased with renal function deterioration, with 126.0 ± 58.0 μm for non-CKD, 112.0 ± 51.2 μm for mild CKD and 71.0 ± 22.9 μm for MS-CKD, respectively (P < .001). The pCT was found to be significantly thinner in CKD patients in all quadrantes (P < .05 in all regions) with the exception of the inferior quadrant, and the average pCT was positively correlated with eGFR (β = 0.3, 95%CI = 0.0 to 0.6, P = .021) after adjusting for other factors. The pRNFL thickness in the nasal quadrant was significantly reduced in patients with CKD, and pRNFL thickness was positively correlated with eGFR (β = 0.1, 95%CI = 0.0-0.2, P = .009) after adjusting for other factors. Conclusion: Impaired renal function was associated with a reduction of pCT and pRNFL thickness in patients with type 2 diabetes. The measurement of pCT and pRNFL may provide additional information for predicting renal impairment.
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Affiliation(s)
- Sen Liu
- Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-Sen University , Guangzhou, People's Republic of China.,School of Medicine, Sun Yat-sen University Guangzhou , China
| | - Wei Wang
- Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-Sen University , Guangzhou, People's Republic of China
| | - Yan Tan
- School of Medicine, Sun Yat-sen University Guangzhou , China
| | - Miao He
- Department of Ophthalmology, Guangdong General Hospital, Guangdong Academy of Medical Sciences , Guangzhou, People's Republic of China
| | - Lanhua Wang
- Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-Sen University , Guangzhou, People's Republic of China
| | - Yuting Li
- Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-Sen University , Guangzhou, People's Republic of China
| | - Wenyong Huang
- Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-Sen University , Guangzhou, People's Republic of China
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Noninvasive optical coherence tomography imaging correlates with anatomic and physiologic end-organ changes in healthy normotensives with systemic blood pressure variability. Blood Press Monit 2020; 25:89-94. [DOI: 10.1097/mbp.0000000000000430] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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Sheludchenko VM, Kozlovskaya NL, Smirnova TV, Krasnolutskaya EI. [Ophthalmic aspects of vascular and functional changes in malignant arterial hypertension of renal origin]. Vestn Oftalmol 2020; 136:324-332. [PMID: 32880158 DOI: 10.17116/oftalma2020136042324] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Malignant arterial hypertension is a clinical syndrome characterized by severe diastolic arterial hypertension with signs of ischemic damage to target organs - kidneys, heart, brain, eyes. Malignant arterial hypertension can be one of the reasons, as well as a consequence of thrombotic microangiopathy - a special type of vascular lesions of the organ microvasculature. Ocular manifestations of arterial hypertension include hypertensive retinopathy of varying severity, choriopathy. The appearance of new diagnostic research methods allows a detailed study of eye damage in malignant arterial hypertension, whether associated or not with thrombotic microangiopathy, and to analyze the relationship of ocular and systemic manifestations of this disease to determine the nature and degree of involvement of the organ of vision in the pathological process and identify prognostic signs of disease progression and its forms.
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Affiliation(s)
| | | | - T V Smirnova
- Research Institute of Eye Diseases, Moscow, Russia
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