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Zhang G, Ding Y, Ma T, Zhou S, Wang B, Chang X, Zeng Y. Predicting the Degree of Coronary Artery Stenosis Through Retinal Vascular Characteristics and Minimal Clinical Information. Int J Gen Med 2025; 18:585-591. [PMID: 39927105 PMCID: PMC11804228 DOI: 10.2147/ijgm.s507016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Accepted: 01/29/2025] [Indexed: 02/11/2025] Open
Abstract
Purpose To describe the correlative relationship between fundus vascular characteristics and the severity of coronary artery stenosis. Patients and Methods A total of 1447 patients scheduled for hospitalization at Beijing Anzhen Hospital Union Hospital for coronary angiography to assess coronary artery conditions between February 2022 and December 2022 were selected. Of these, 1418 cases were ultimately obtained, with 29 cases excluded due to failure to complete coronary angiography or fundus photography. Severity of coronary artery stenosis was assessed using Gensini score. Fundus images were obtained via non-dilated fundus photography, and retinal arteriovenous diameters, arteriovenous ratios, curvatures, and dimensions were subsequently measured automatically using a computer program. Results Pearson's correlation coefficients between the Gensini Score and fundus vascular characteristics were found to be as follows: The diameters of the superior temporal artery (-0.08), The diameters of the superior temporal vein (-0.03), the arteriovenous diameter ratio (-0.10), the retinal arterial dimension (-0.09), the retinal vein dimension (-0.06), the retinal arterial curvature (-0.06), the retinal vein curvature (-0.01). The area under the curve (AUC) for logistic regression modeling with the Gensini Score binarized (dichotomized into two categories based on a cutoff of 4 points) as the dependent variable and fundus vascular characteristics as the independent variable was 0.59 ± 0.05 (95% CI). The AUC for logistic regression modeling with the combination of fundus vascular characteristics and clinical information (sex, age, height, weight, smoking history, creatinine, total cholesterol, fasting blood glucose) yielded an AUC of 0.71 ± 0.07 (95% CI). Conclusion Coronary stenosis is inversely correlated with fundus vascular characteristics. The combination of fundus vascular characteristics with a limited amount of clinical data (sex, age, height, weight, smoking history, creatinine, total cholesterol, fasting blood glucose) may serve as a non-invasive tool for predicting the presence or absence of severe stenosis in coronary arteries.
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Affiliation(s)
- Gong Zhang
- Department of Cardiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, People’s Republic of China
- Department of Cardiology, Capital Medical University Daxing Teaching Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Yaodong Ding
- Department of Cardiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, People’s Republic of China
| | - Tong Ma
- Beijing Airdoc Technology Co., Ltd, Beijing, People’s Republic of China
| | - Sijin Zhou
- Beijing Airdoc Technology Co., Ltd, Beijing, People’s Republic of China
| | - Bin Wang
- Beijing Airdoc Technology Co., Ltd, Beijing, People’s Republic of China
| | - Xiangang Chang
- Beijing Airdoc Technology Co., Ltd, Beijing, People’s Republic of China
| | - Yong Zeng
- Department of Cardiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, People’s Republic of China
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Liu J, Zheng Z, Sun J, Gu X, Yu X, Wang Y, Yu X. Conjunctival microvascular alteration in patients with coronary artery disease assessed using optical coherence tomographic angiography. Microvasc Res 2025; 157:104733. [PMID: 39236912 DOI: 10.1016/j.mvr.2024.104733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 08/25/2024] [Accepted: 08/26/2024] [Indexed: 09/07/2024]
Abstract
BACKGROUND To quantify conjunctival microvascular characteristics obtained by optical coherence tomographic angiography (OCTA) and investigate their relationship with the presence and severity of coronary artery disease (CAD). METHODS This cross-sectional study included 103 consecutive CAD patients confirmed by coronary angiography and 125 non-CAD controls. The temporal conjunctivas along the limbus of each participant were scanned using OCTA. Quantification of conjunctival microvasculature was performed by AngioTool software. The severity of the disease was evaluated using SYNTAX and Gensini scores. RESULTS Compared to the controls, the CAD group exhibited significantly lower vessel area density (30.22 ± 3.34 vs. 26.70 ± 4.43 %, p < 0.001), lower vessel length density (6.39 ± 0.77 vs. 5.71 ± 0.89/m, p < 0.001), lower junction density (3.44 ± 0.56 vs. 3.05 ± 0.63/m, p < 0.001), and higher lacunarity (0.11 ± 0.03 vs. 0.14 ± 0.05, p < 0.001). Among all participants, lower vessel area density, lower vessel length density, lower junction density, and higher lacunarity were associated with greater odds of having CAD; the adjusted ORs (95 % confidence intervals) per one SD decrease were 2.71 (1.71, 4.29), 2.51(1.61, 3.90), 2.06 (1.39, 3.05), and 0.36 (0.23, 0.58), respectively. Among CAD patients, junction density was negatively associated with the Gensini score (r = -0.359, p = 0.037) and the Syntax score (r = -0.350, p = 0.042) in women but not in men (p > 0.05). CONCLUSIONS Conjunctival microvascular characteristics were significantly associated with the presence of CAD. Junction density significantly associated with the severity of CAD among women patients.
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Affiliation(s)
- Jing Liu
- Department of Ophthalmology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Zhaoxia Zheng
- Department of Ophthalmology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Jiayi Sun
- Department of Cardiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Xiaoya Gu
- Department of Ophthalmology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Xue Yu
- Department of Cardiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Yanling Wang
- Department of Ophthalmology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
| | - Xiaobing Yu
- Department of Ophthalmology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
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Abu-Qamar O, Biery DW, Mendonça LSM, Barrett L, Martell L, Freire CVS, Brown JM, Divakaran S, Wilson E, Werner A, Huck D, Blankstein R, Duker JS, Deo R, Waheed NK, Di Carli M, Weber BN. Association between abnormal retinal perfusion indices by optical coherence tomography angiography and myocardial flow reserve by positron emission tomography/computed tomography. J Nucl Cardiol 2024; 36:101852. [PMID: 38537731 PMCID: PMC11193537 DOI: 10.1016/j.nuclcard.2024.101852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 03/08/2024] [Accepted: 03/21/2024] [Indexed: 04/26/2024]
Affiliation(s)
- Omar Abu-Qamar
- New England Eye Center, Tufts Medical Center, Boston MA, USA
| | - David W Biery
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA; Albert Einstein College of Medicine, Bronx NY, USA
| | - Luísa S M Mendonça
- Department of Ophthalmology, Federal University of São Paulo, São Paulo, Brazil
| | - Leanne Barrett
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | - Laurel Martell
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | - Camila Veronica S Freire
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA; Escola Bahiana de Medicina e Saúde Pública, Salvador BA, Brazil
| | - Jenifer M Brown
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | - Sanjay Divakaran
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | - Evan Wilson
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | - Astrid Werner
- New England Eye Center, Tufts Medical Center, Boston MA, USA
| | - Daniel Huck
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | - Ron Blankstein
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | - Jay S Duker
- New England Eye Center, Tufts Medical Center, Boston MA, USA
| | - Rahul Deo
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | - Nadia K Waheed
- New England Eye Center, Tufts Medical Center, Boston MA, USA
| | - Marcelo Di Carli
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | - Brittany N Weber
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA.
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Weinberg RL, Sperry BW. A window into the microvasculature: Retinal vascularity and myocardial blood flow. J Nucl Cardiol 2024; 36:101879. [PMID: 38723885 DOI: 10.1016/j.nuclcard.2024.101879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Accepted: 05/01/2024] [Indexed: 05/24/2024]
Affiliation(s)
- Richard L Weinberg
- Division of Cardiology, Northwestern University Feinberg School of Medicine, USA.
| | - Brett W Sperry
- Saint Luke's Mid America Heart Institute, USA; University of Missouri-Kansas City, Kansas City, MO, USA
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Sideri AM, Mitsopoulou D, Kandarakis SA, Katsimpris A, Kanakis M, Karamaounas A, Brouzas D, Petrou P, Papakonstantinou E, Droutsas K, Giannopoulos G, Georgalas I. Optical Coherence Tomography Angiography Changes in Patients Diagnosed With Acute Coronary Syndrome: A Systematic Review and Meta-Analysis. Cureus 2024; 16:e54121. [PMID: 38487148 PMCID: PMC10939045 DOI: 10.7759/cureus.54121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/13/2024] [Indexed: 03/17/2024] Open
Abstract
We conducted a systematic review and meta-analysis to assess the association between optical coherence tomography angiography (OCTA) parameters and acute coronary syndrome (ACS). Two independent reviewers searched the electronic databases (MEDLINE (Medical Literature Analysis and Retrieval System Online), Scopus, Embase (Excerpta Medica Database), Cochrane Library, ClinicalTrials.gov, and World Health Organization International Clinical Trials Registry Platform) from inception until April 2023. According to the inclusion criteria of this review, eligible were observational studies, randomized control trials, and registry/database studies that included the eyes of adult ACS patients and assessed OCTA parameters within the macula. The pooled standardized mean differences (SMD) between patients diagnosed with ACS and healthy controls with a confidence interval (CI) of 95% were calculated using the Hartung-Knapp-Sidik-Jonkman random-effects method. The heterogeneity was assessed by I2 and the Cochran Q and a random effects model was applied. Seven studies were eligible and included in our systematic review (n = 898), of which three were included in the meta-analysis (n = 341). The pooled SMD in the superficial vascular plexus (SVP), deep vascular plexus (DVP), and foveal avascular zone (FAZ) were -0.46 (95% CI: -0.94 to 0.01, p = 0.05, I2 = 0%, three studies), -0.10 (95% CI: -3.20 to 3.00, p = 0.75, I2 = 67%, two studies), and 0.43 (95% CI: -1.22 to 2.09, p = 0.38, I2 = 92%, three studies), respectively. Our findings suggest that there are no differences in OCTA metrics between ACS patients and healthy individuals.
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Affiliation(s)
- Anna Maria Sideri
- First Department of Ophthalmology, G. Gennimatas Hospital, National and Kapodistrian University of Athens, Athens, GRC
| | - Dimitra Mitsopoulou
- First Department of Ophthalmology, G. Gennimatas Hospital, National and Kapodistrian University of Athens, Athens, GRC
| | - Stylianos A Kandarakis
- First Department of Ophthalmology, G. Gennimatas Hospital, National and Kapodistrian University of Athens, Athens, GRC
| | | | - Menelaos Kanakis
- Ophthalmology, University Eye Clinic, Rion University Hospital, University of Patras, Patras, GRC
| | - Aristotelis Karamaounas
- First Department of Ophthalmology, G. Gennimatas Hospital, National and Kapodistrian University of Athens, Athens, GRC
| | - Dimitrios Brouzas
- Ophthalmology, National and Kapodistrian University of Athens, Athens, GRC
| | - Petros Petrou
- First Department of Ophthalmology, G. Gennimatas Hospital, National and Kapodistrian University of Athens, Athens, GRC
| | - Evangelia Papakonstantinou
- First Department of Ophthalmology, G. Gennimatas Hospital, National and Kapodistrian University of Athens, Athens, GRC
| | - Konstantinos Droutsas
- First Department of Ophthalmology, G. Gennimatas Hospital, National and Kapodistrian University of Athens, Athens, GRC
| | - Georgios Giannopoulos
- Third Department of Cardiology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | - Ilias Georgalas
- First Department of Ophthalmology, G. Gennimatas Hospital, National and Kapodistrian University of Athens, Athens, GRC
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Betzler BK, Chee EYL, He F, Lim CC, Ho J, Hamzah H, Tan NC, Liew G, McKay GJ, Hogg RE, Young IS, Cheng CY, Lim SC, Lee AY, Wong TY, Lee ML, Hsu W, Tan GSW, Sabanayagam C. Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes. J Am Med Inform Assoc 2023; 30:1904-1914. [PMID: 37659103 PMCID: PMC10654858 DOI: 10.1093/jamia/ocad179] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 08/17/2023] [Accepted: 08/21/2023] [Indexed: 09/04/2023] Open
Abstract
OBJECTIVE To develop a deep learning algorithm (DLA) to detect diabetic kideny disease (DKD) from retinal photographs of patients with diabetes, and evaluate performance in multiethnic populations. MATERIALS AND METHODS We trained 3 models: (1) image-only; (2) risk factor (RF)-only multivariable logistic regression (LR) model adjusted for age, sex, ethnicity, diabetes duration, HbA1c, systolic blood pressure; (3) hybrid multivariable LR model combining RF data and standardized z-scores from image-only model. Data from Singapore Integrated Diabetic Retinopathy Program (SiDRP) were used to develop (6066 participants with diabetes, primary-care-based) and internally validate (5-fold cross-validation) the models. External testing on 2 independent datasets: (1) Singapore Epidemiology of Eye Diseases (SEED) study (1885 participants with diabetes, population-based); (2) Singapore Macroangiopathy and Microvascular Reactivity in Type 2 Diabetes (SMART2D) (439 participants with diabetes, cross-sectional) in Singapore. Supplementary external testing on 2 Caucasian cohorts: (3) Australian Eye and Heart Study (AHES) (460 participants with diabetes, cross-sectional) and (4) Northern Ireland Cohort for the Longitudinal Study of Ageing (NICOLA) (265 participants with diabetes, cross-sectional). RESULTS In SiDRP validation, area under the curve (AUC) was 0.826(95% CI 0.818-0.833) for image-only, 0.847(0.840-0.854) for RF-only, and 0.866(0.859-0.872) for hybrid. Estimates with SEED were 0.764(0.743-0.785) for image-only, 0.802(0.783-0.822) for RF-only, and 0.828(0.810-0.846) for hybrid. In SMART2D, AUC was 0.726(0.686-0.765) for image-only, 0.701(0.660-0.741) in RF-only, 0.761(0.724-0.797) for hybrid. DISCUSSION AND CONCLUSION There is potential for DLA using retinal images as a screening adjunct for DKD among individuals with diabetes. This can value-add to existing DLA systems which diagnose diabetic retinopathy from retinal images, facilitating primary screening for DKD.
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Affiliation(s)
- Bjorn Kaijun Betzler
- Yong Loo Lin School of Medicine, National University of Singapore, 117597, Singapore
| | - Evelyn Yi Lyn Chee
- School of Computing, National University of Singapore, 117417, Singapore
| | - Feng He
- Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore
| | - Cynthia Ciwei Lim
- Department of Renal Medicine, Singapore General Hospital, 168753, Singapore
| | - Jinyi Ho
- Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore
| | - Haslina Hamzah
- Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore
| | - Ngiap Chuan Tan
- SingHealth Polyclinics, Singapore Health Services, 168582, Singapore
| | - Gerald Liew
- Westmead Institute for Medical Research, University of Sydney, NSW 2145, Australia
| | - Gareth J McKay
- Centre for Public Health, Queen’s University Belfast, Belfast BT12 6BA, United Kingdom
| | - Ruth E Hogg
- Centre for Public Health, Queen’s University Belfast, Belfast BT12 6BA, United Kingdom
| | - Ian S Young
- Centre for Public Health, Queen’s University Belfast, Belfast BT12 6BA, United Kingdom
| | - Ching-Yu Cheng
- Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore
- Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, 169857, Singapore
| | - Su Chi Lim
- Khoo Teck Puat Hospital, 768828, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 308232, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, 117549, Singapore
| | - Aaron Y Lee
- Department of Ophthalmology, University of Washington, Seattle, WA 98104, United States
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore
- Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, 169857, Singapore
| | - Mong Li Lee
- School of Computing, National University of Singapore, 117417, Singapore
| | - Wynne Hsu
- School of Computing, National University of Singapore, 117417, Singapore
| | - Gavin Siew Wei Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore
- Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, 169857, Singapore
| | - Charumathi Sabanayagam
- Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore
- Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, 169857, Singapore
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Seecheran NA, Rafeeq S, Maharaj N, Swarath S, Seecheran V, Seecheran R, Seebalack V, Jagdeo CL, Seemongal-Dass R, Quert AYL, Giddings S, Ramlackhansingh A, Sandy S, Motilal S, Seemongal-Dass R. Correlation of RETINAL Artery Diameter with Coronary Artery Disease: The RETINA CAD Pilot Study-Are the Eyes the Windows to the Heart? Cardiol Ther 2023; 12:499-509. [PMID: 37318673 PMCID: PMC10423171 DOI: 10.1007/s40119-023-00320-x] [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: 04/13/2023] [Accepted: 05/25/2023] [Indexed: 06/16/2023] Open
Abstract
INTRODUCTION This study aimed to determine whether there was any correlation between coronary artery disease (CAD) and retinal artery diameter at an academic tertiary medical center in Trinidad and Tobago. METHODS This prospective study evaluated patients (n = 77) with recent invasive coronary angiography (CAG) and the Synergy between Percutaneous Coronary Intervention with Taxus and Cardiac Surgery (SYNTAX) score who subsequently underwent optical coherence tomography-angiography (OCT-A) at the Eric Williams Medical Sciences Complex (EWMSC) from January 2021 to March 2021. Routine medical history and cardiovascular medications were also recorded. Spearman's rank correlation coefficient and Mann-Whitney U-tests were used to compare correlations and medians between groups. RESULTS The average patient age was 57.8 years old, with the majority being male [n = 55 (71.4%)] and of South Asian ethnicity [n = 53 (68.8%)]. Retinal artery diameter was negatively correlated with the SYNTAX score (-0.332 for the right eye, p = 0.003 and -0.237 for the left eye, p = 0.038). A statistically significant relationship was also demonstrated in females and diabetic patients. There were no serious adverse events (SAEs). CONCLUSION A significantly negative correlation was observed between retinal artery diameter and SYNTAX score. This study alludes to the practical use of optical coherence tomography-angiography (OCT-A) as a noninvasive diagnostic modality for patients with cardiovascular disease (CVD). Further large-scale, multicentric studies are required to confirm these exploratory findings. TRIAL REGISTRATION NUMBER NCT04233619.
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Affiliation(s)
- Naveen Anand Seecheran
- Department of Clinical Medical Sciences, University of the West Indies, St. Augustine, Trinidad and Tobago.
- Faculty of Medical Sciences, The University of the West Indies, 2nd Floor, Building #67, Eric Williams Medical Sciences Complex, Mt. Hope, West Indies, Trinidad and Tobago.
| | - Salma Rafeeq
- Department of Medicine, North Central Regional Health Authority, Mt. Hope, Trinidad and Tobago
| | - Nicole Maharaj
- Department of Medicine, North Central Regional Health Authority, Mt. Hope, Trinidad and Tobago
| | - Steven Swarath
- Department of Medicine, North Central Regional Health Authority, Mt. Hope, Trinidad and Tobago
| | - Valmiki Seecheran
- Department of Medicine, North Central Regional Health Authority, Mt. Hope, Trinidad and Tobago
| | - Rajeev Seecheran
- Department of Medicine, Kansas University Medical Center, Wichita, KS, USA
| | - Victoria Seebalack
- Department of Medicine, North Central Regional Health Authority, Mt. Hope, Trinidad and Tobago
| | - Cathy-Lee Jagdeo
- Department of Medicine, North Central Regional Health Authority, Mt. Hope, Trinidad and Tobago
| | - Rajiv Seemongal-Dass
- Department of Medicine, North Central Regional Health Authority, Mt. Hope, Trinidad and Tobago
| | | | - Stanley Giddings
- Department of Clinical Medical Sciences, University of the West Indies, St. Augustine, Trinidad and Tobago
| | - Anil Ramlackhansingh
- Department of Clinical Medical Sciences, University of the West Indies, St. Augustine, Trinidad and Tobago
| | - Sherry Sandy
- Department of Clinical Medical Sciences, University of the West Indies, St. Augustine, Trinidad and Tobago
| | - Shastri Motilal
- Department of Clinical Medical Sciences, University of the West Indies, St. Augustine, Trinidad and Tobago
| | - Robin Seemongal-Dass
- Department of Clinical Surgical Sciences, University of the West Indies, St. Augustine, Trinidad and Tobago
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Liew G, Xie J, Nguyen H, Keay L, Kamran Ikram M, McGeechan K, Klein BEK, Jin Wang J, Mitchell P, Klaver CCW, Lamoureux EL, Wong TY. Hypertensive retinopathy and cardiovascular disease risk: 6 population-based cohorts meta-analysis. INTERNATIONAL JOURNAL OF CARDIOLOGY. CARDIOVASCULAR RISK AND PREVENTION 2023; 17:200180. [PMID: 36936860 PMCID: PMC10020621 DOI: 10.1016/j.ijcrp.2023.200180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 02/13/2023] [Accepted: 02/22/2023] [Indexed: 03/07/2023]
Abstract
Background The cardiovascular risk associated with different levels of hypertensive retinopathy, including mild, remains unclear. We performed an individual participant meta-analysis from 6 population-based cohort studies to determine the relationship of hypertensive retinopathy with incident cardiovascular outcomes. Methods We identified cohort studies that objectively assessed hypertensive retinopathy from photographs, documented incident cardiovascular outcomes, and were population-based. Six studies contributed data from 11,013 individuals at baseline with 5-13 years follow-up. Participants were recruited if they had hypertension and did not have confounding conditions such as diabetic retinopathy. Main outcome measures were incident coronary heart disease (CHD), stroke and a composite endpoint of cardiovascular disease (CHD or stroke). Pooled estimates of incident risk ratios (IRR) were obtained after adjusting for age, gender, systolic blood pressure, serum total cholesterol, high density lipoprotein and smoking. Results Among eligible participants with hypertension and without diabetes, there were 1018/9662 (10.5%) incident CHD events, 708/11,013 (6.4%) incident stroke events and 1317/9378 (14.0%) incident CVD events. Mild hypertensive retinopathy was associated with increased risk of CVD (IRR 1.13, 95% CI 1.00 to 1.27) and CHD (IRR 1.17, 95% CI 1.02 to 1.34) but not stroke; moderate hypertensive retinopathy was associated with increased risk of CVD (IRR 1.25 95% CI 1.02 to 1.53) but not stroke or CHD individually. Conclusions In persons with hypertension, both mild and moderate hypertensive retinopathy were associated with higher CVD risk.
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Affiliation(s)
- Gerald Liew
- Centre for Vision Research, Department of Ophthalmology, The Westmead Institute for Medical Research, The University of Sydney, Sydney, Australia
- Corresponding author. Centre for Vision Research, The Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Road, Westmead, NSW, 2145, Australia.
| | - Jing Xie
- Centre for Vision Research, Department of Ophthalmology, The Westmead Institute for Medical Research, The University of Sydney, Sydney, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Helen Nguyen
- Centre for Vision Research, Department of Ophthalmology, The Westmead Institute for Medical Research, The University of Sydney, Sydney, Australia
- School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | - Lisa Keay
- School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | - M. Kamran Ikram
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Duke-NUS Graduate Medical School, National University of Singapore, Singapore
| | - Kevin McGeechan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Screening and Test Evaluation Program, School of Public Health, University of Sydney, Sydney, Australia
| | - Barbara EK. Klein
- Department of Ophthalmology & Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Jie Jin Wang
- Centre for Vision Research, Department of Ophthalmology, The Westmead Institute for Medical Research, The University of Sydney, Sydney, Australia
- Screening and Test Evaluation Program, School of Public Health, University of Sydney, Sydney, Australia
| | - Paul Mitchell
- Centre for Vision Research, Department of Ophthalmology, The Westmead Institute for Medical Research, The University of Sydney, Sydney, Australia
| | - Caroline CW. Klaver
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Ecosse L. Lamoureux
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Screening and Test Evaluation Program, School of Public Health, University of Sydney, Sydney, Australia
- Centre for Eye Research Australia, University of Melbourne, Melbourne, Australia
| | - Tien Y. Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Screening and Test Evaluation Program, School of Public Health, University of Sydney, Sydney, Australia
- Centre for Eye Research Australia, University of Melbourne, Melbourne, Australia
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9
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Zhong P, Qin J, Li Z, Jiang L, Peng Q, Huang M, Lin Y, Liu B, Li C, Wu Q, Kuang Y, Cui S, Yu H, Liu Z, Yang X. Development and Validation of Retinal Vasculature Nomogram in Suspected Angina Due to Coronary Artery Disease. J Atheroscler Thromb 2022; 29:579-596. [PMID: 33746138 PMCID: PMC9135645 DOI: 10.5551/jat.62059] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 02/02/2021] [Indexed: 02/05/2023] Open
Abstract
AIMS To develop and validate a nomogram using retinal vasculature features and clinical variables to predict coronary artery disease (CAD) in patients with suspected angina. METHODS The prediction model consisting of 795 participants was developed in a training set of 508 participants with suspected angina due to CAD, and data were collected from January 2018 to June 2019. The held-out validation was conducted with 287 consecutive patients from July 2019 to November 2019. All patients with suspected CAD received optical coherence tomography angiography (OCTA) examination before undergoing coronary CT angiography. LASSO regression model was used for data reduction and feature selection. Multivariable logistic regression analysis was used to develop the retinal vasculature model for predicting the probability of the presence of CAD. RESULTS Three potential OCTA parameters including vessel density of the nasal and temporal perifovea in the superficial capillary plexus and vessel density of the inferior parafovea in the deep capillary plexus were further selected as independent retinal vasculature predictors. Model clinical electrocardiogram (ECG) OCTA (clinical variables+ECG+OCTA) was presented as the individual prediction nomogram, with good discrimination (AUC of 0.942 [95% CI, 0.923-0.961] and 0.897 [95% CI, 0.861-0.933] in the training and held-out validation sets, respectively) and good calibration. Decision curve analysis indicated the clinical applicability of this retinal vasculature nomogram. CONCLUSIONS The presented retinal vasculature nomogram based on individual probability can accurately identify the presence of CAD, which could improve patient selection and diagnostic yield of aggressive testing before determining a diagnosis.
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Affiliation(s)
- Pingting Zhong
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Shantou University Medical College, Shantou, China
| | - Jie Qin
- School of Automation Science and Engineering, South China University of Technology, Guangzhou, China
| | - Zhixi Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Lei Jiang
- Guangdong Geriatrics Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Qingsheng Peng
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Shantou University Medical College, Shantou, China
| | - Manqing Huang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Yingwen Lin
- Shantou University Medical College, Shantou, China
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Baoyi Liu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Southern Medical University, Guangzhou, China
| | - Cong Li
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- School of Medicine, South China University of Technology, Guangzhou, China
| | - Qiaowei Wu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Southern Medical University, Guangzhou, China
| | - Yu Kuang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Shirong Cui
- Department of Statistics, University of California, Davis, CA, USA
| | - Honghua Yu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Zaiyi Liu
- Department of Radiology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Xiaohong Yang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
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10
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Tracy EP, Stielberg V, Rowe G, Benson D, Nunes SS, Hoying JB, Murfee WL, LeBlanc AJ. State of the field: cellular and exosomal therapeutic approaches in vascular regeneration. Am J Physiol Heart Circ Physiol 2022; 322:H647-H680. [PMID: 35179976 PMCID: PMC8957327 DOI: 10.1152/ajpheart.00674.2021] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 02/07/2022] [Accepted: 02/09/2022] [Indexed: 01/19/2023]
Abstract
Pathologies of the vasculature including the microvasculature are often complex in nature, leading to loss of physiological homeostatic regulation of patency and adequate perfusion to match tissue metabolic demands. Microvascular dysfunction is a key underlying element in the majority of pathologies of failing organs and tissues. Contributing pathological factors to this dysfunction include oxidative stress, mitochondrial dysfunction, endoplasmic reticular (ER) stress, endothelial dysfunction, loss of angiogenic potential and vascular density, and greater senescence and apoptosis. In many clinical settings, current pharmacologic strategies use a single or narrow targeted approach to address symptoms of pathology rather than a comprehensive and multifaceted approach to address their root cause. To address this, efforts have been heavily focused on cellular therapies and cell-free therapies (e.g., exosomes) that can tackle the multifaceted etiology of vascular and microvascular dysfunction. In this review, we discuss 1) the state of the field in terms of common therapeutic cell population isolation techniques, their unique characteristics, and their advantages and disadvantages, 2) common molecular mechanisms of cell therapies to restore vascularization and/or vascular function, 3) arguments for and against allogeneic versus autologous applications of cell therapies, 4) emerging strategies to optimize and enhance cell therapies through priming and preconditioning, and, finally, 5) emerging strategies to bolster therapeutic effect. Relevant and recent clinical and animal studies using cellular therapies to restore vascular function or pathologic tissue health by way of improved vascularization are highlighted throughout these sections.
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Affiliation(s)
- Evan Paul Tracy
- Cardiovascular Innovation Institute and the Department of Physiology, University of Louisville, Louisville, Kentucky
| | - Virginia Stielberg
- Cardiovascular Innovation Institute and the Department of Physiology, University of Louisville, Louisville, Kentucky
| | - Gabrielle Rowe
- Cardiovascular Innovation Institute and the Department of Physiology, University of Louisville, Louisville, Kentucky
| | - Daniel Benson
- Cardiovascular Innovation Institute and the Department of Physiology, University of Louisville, Louisville, Kentucky
- Department of Bioengineering, University of Louisville, Louisville, Kentucky
| | - Sara S Nunes
- Toronto General Hospital Research Institute, University Health Network, Toronto, Ontario, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Heart & Stroke/Richard Lewar Centre of Excellence, University of Toronto, Toronto, Ontario, Canada
| | - James B Hoying
- Advanced Solutions Life Sciences, Manchester, New Hampshire
| | - Walter Lee Murfee
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, Florida
| | - Amanda Jo LeBlanc
- Cardiovascular Innovation Institute and the Department of Physiology, University of Louisville, Louisville, Kentucky
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11
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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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12
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Chua J, Le T, Sim YC, Chye HY, Tan B, Yao X, Wong D, Ang BWY, Toh D, Lim H, Bryant JA, Wong TY, Chin CWL, Schmetterer L. Relationship of Quantitative Retinal Capillary Network and Myocardial Remodeling in Systemic Hypertension. J Am Heart Assoc 2022; 11:e024226. [PMID: 35253475 PMCID: PMC9075291 DOI: 10.1161/jaha.121.024226] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Background
This study examined the associations between quantitative optical coherence tomography angiography (OCTA) parameters and myocardial abnormalities as documented on cardiovascular magnetic resonance imaging in patients with systemic hypertension.
Methods and Results
We conducted a cross‐sectional study of 118 adults with hypertension (197 eyes). Patients underwent cardiovascular magnetic resonance imaging and OCTA (PLEX Elite 9000, Carl Zeiss Meditec). Associations between OCTA parameters (superficial and deep retinal capillary density) and adverse cardiac remodeling (left ventricular mass, remodeling index, interstitial fibrosis, global longitudinal strain, and presence of left ventricular hypertrophy) were studied using multivariable linear regression analysis with generalized estimating equations. Of the 118 patients with hypertension enrolled (65% men; median [interquartile range] age, 59 [13] years), 29% had left ventricular hypertrophy. After adjusting for age, sex, systolic blood pressure, diabetes, and signal strength of OCTA scans, patients with lower superficial capillary density had significantly higher left ventricular mass (β=−0.150; 95% CI, −0.290 to −0.010), higher interstitial volume (β=−0.270; 95% CI, −0.535 to −0.0015), and worse global longitudinal strain (β=−0.109; 95% CI, −0.187 to −0.032). Lower superficial capillary density was found in patients with hypertension with replacement fibrosis versus no replacement fibrosis (16.53±0.64 mm
‐1
versus 16.96±0.64 mm
‐1
;
P
=0.003).
Conclusions
We showed significant correlations between retinal capillary density and adverse cardiac remodeling markers in patients with hypertension, supporting the notion that the OCTA could provide a non‐invasive index of microcirculation alteration for vascular risk stratification in people with hypertension.
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Affiliation(s)
- Jacqueline Chua
- Singapore Eye Research InstituteSingapore National Eye Centre Singapore Singapore
- Academic Clinical Program Duke‐NUS Medical School National University of Singapore Singapore Singapore
- SERI‐NTU Advanced Ocular Engineering (STANCE) Singapore Singapore
| | - Thu‐Thao Le
- Academic Clinical Program Duke‐NUS Medical School National University of Singapore Singapore Singapore
- National Heart Research Institute SingaporeNational Heart Centre Singapore Singapore Singapore
| | - Yin Ci Sim
- Singapore Eye Research InstituteSingapore National Eye Centre Singapore Singapore
| | - Hui Yi Chye
- Singapore Eye Research InstituteSingapore National Eye Centre Singapore Singapore
| | - Bingyao Tan
- Singapore Eye Research InstituteSingapore National Eye Centre Singapore Singapore
- SERI‐NTU Advanced Ocular Engineering (STANCE) Singapore Singapore
- School of Chemical and Biomedical Engineering Nanyang Technological University Singapore
| | - Xinwen Yao
- Singapore Eye Research InstituteSingapore National Eye Centre Singapore Singapore
- SERI‐NTU Advanced Ocular Engineering (STANCE) Singapore Singapore
- School of Chemical and Biomedical Engineering Nanyang Technological University Singapore
| | - Damon Wong
- Singapore Eye Research InstituteSingapore National Eye Centre Singapore Singapore
- SERI‐NTU Advanced Ocular Engineering (STANCE) Singapore Singapore
- School of Chemical and Biomedical Engineering Nanyang Technological University Singapore
| | - Briana W. Y. Ang
- National Heart Research Institute SingaporeNational Heart Centre Singapore Singapore Singapore
| | - Desiree‐Faye Toh
- National Heart Research Institute SingaporeNational Heart Centre Singapore Singapore Singapore
| | - Huishan Lim
- National Heart Research Institute SingaporeNational Heart Centre Singapore Singapore Singapore
| | - Jennifer A. Bryant
- National Heart Research Institute SingaporeNational Heart Centre Singapore Singapore Singapore
| | - Tien Yin Wong
- Singapore Eye Research InstituteSingapore National Eye Centre Singapore Singapore
- Academic Clinical Program Duke‐NUS Medical School National University of Singapore Singapore Singapore
| | - Calvin Woon Loong Chin
- Academic Clinical Program Duke‐NUS Medical School National University of Singapore Singapore Singapore
- National Heart Research Institute SingaporeNational Heart Centre Singapore Singapore Singapore
| | - Leopold Schmetterer
- Singapore Eye Research InstituteSingapore National Eye Centre Singapore Singapore
- Academic Clinical Program Duke‐NUS Medical School National University of Singapore Singapore Singapore
- SERI‐NTU Advanced Ocular Engineering (STANCE) Singapore Singapore
- School of Chemical and Biomedical Engineering Nanyang Technological University Singapore
- Department of Clinical Pharmacology Medical University Vienna Vienna Austria
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13
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Zhong P, Li Z, Lin Y, Peng Q, Huang M, Jiang L, Li C, Kuang Y, Cui S, Yu D, Yu H, Yang X. Retinal microvasculature impairments in patients with coronary artery disease: An optical coherence tomography angiography study. Acta Ophthalmol 2022; 100:225-233. [PMID: 33629471 DOI: 10.1111/aos.14806] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 01/15/2021] [Accepted: 02/02/2021] [Indexed: 02/05/2023]
Abstract
PURPOSE To investigate the association between retinal microvasculature and the presence and severity of coronary artery disease (CAD) using optical coherence tomography angiography (OCTA). METHODS The cross-sectional study was conducted in Guangdong Provincial People's Hospital, China. Retinal microvasculature parameters were measured by OCTA of the optic disc, including the vessel density (VD) and retinal nerve fibre thickness of the radial peripapillary capillary. In terms of the entire macula, VD of the superficial capillary plexus (SCP), deep capillary plexus (DCP) and foveal density (FD-300) were included. The Gensini score was used to evaluate the severity of coronary artery obstructive lesions in CAD patients. RESULTS A total of 410 participants (270 CAD patients and 140 controls) were included. Overall, participants showed significantly greater odds of having CAD in the lower versus higher VD for mean SCP, OR = 2.33 (95% CI 1.49-3.65); in the parafoveal SCP, OR = 2.68 (95% CI 1.70-4.23); and in the perifoveal SCP, OR = 2.36 (95% CI 1.49-3.72). Additionally, participants showed significantly greater odds of having CAD in the lower versus higher VD for mean DCP, OR = 4.04 (95% CI 2.53-6.45); in the parafoveal DCP, OR = 4.08 (95% CI 2.54-6.55); and in the perifoveal DCP, OR = 3.88 (95% CI 2.43-6.19). Among CAD patients, lower VD of DCP was associated with significantly greater adjusted Gensini scores (p = 0.004 for mean DCP; p = 0.035 for parafoveal DCP; p = 0.006 for perifoveal DCP). CONCLUSIONS SCP and DCP were found to be associated with the presence of CAD among the whole population, while DCP was found to be associated with Gensini scores in CAD patients. Retinal microvasculature was associated with the presence and severity of coronary artery stenosis in CAD patients.
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Affiliation(s)
- Pingting Zhong
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Shantou University Medical College, Shantou, China
| | - Zhixi Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Yingwen Lin
- Shantou University Medical College, Shantou, China
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Qingsheng Peng
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Shantou University Medical College, Shantou, China
| | - Manqing Huang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Lei Jiang
- Guangdong Geriatrics Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Cong Li
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- School of Medicine, South China University of Technology, Guangzhou, China
| | - Yu Kuang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Shirong Cui
- Department of Statistics, University of California, Davis, CA, USA
| | - Danqing Yu
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Honghua Yu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Xiaohong Yang
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
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14
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Tan W, Yao X, Le TT, Tan B, Schmetterer L, Chua J. The New Era of Retinal Imaging in Hypertensive Patients. Asia Pac J Ophthalmol (Phila) 2022; 11:149-159. [PMID: 35533334 DOI: 10.1097/apo.0000000000000509] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
ABSTRACT Structural and functional alterations in the microcirculation by systemic hypertension can cause significant organ damage at the eye, heart, brain, and kidneys. As the retina is the only tissue in the body that allows direct imaging of small vessels, the relationship of hypertensive retinopathy signs with development of disease states in other organs have been extensively studied; large-scale epidemiological studies using fundus photography and advanced semi-automated analysis software have reported the association of retinopathy signs with hypertensive end-organ damage includes the following: stroke, dementia, and coronary heart disease. Although yielding much useful information, the vessels assessed from fundus photographs remain limited to the larger retinal arterioles and venules, and abnormalities observed may not be that of the earliest changes. Newer imaging modalities such as optical coherence tomography angiography and adaptive optics technology, which allow a greater precision in the structural quantification of retinal vessels, including capillaries, may facilitate the assessment and management of these patients. The advent of deep learning technology has also augmented the utility of fundus photographs to help create diagnostic and risk stratification systems. Particularly, deep learning systems have been shown in several large studies to be able to predict multiple cardiovascular risk factors, major adverse cardiovascular events within 5 years, and presence of coronary artery calcium, from fundus photographs alone. In the future, combining deep learning systems with the imaging precision offered by optical coherence tomography angiography and adaptive optics could pave way for systems that are able to predict adverse clinical outcomes even more accurately.
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Affiliation(s)
- Wilson Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore
| | - Xinwen Yao
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- School of Chemical and Biomedical Engineering, Nanyang Technological University, Singapore
- SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore
| | - Thu-Thao Le
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-National University of Singapore Medical School, Singapore
| | - Bingyao Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- School of Chemical and Biomedical Engineering, Nanyang Technological University, Singapore
- SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore
| | - Leopold Schmetterer
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- School of Chemical and Biomedical Engineering, Nanyang Technological University, Singapore
- SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-National University of Singapore Medical School, Singapore
- Department of Clinical Pharmacology, Medical University of Vienna, Austria
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Austria
- Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland
| | - Jacqueline Chua
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-National University of Singapore Medical School, Singapore
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15
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Zhong P, Hu Y, Jiang L, Peng Q, Huang M, Li C, Kuang Y, Tan N, Yu H, Yang X. Retinal Microvasculature Changes in Patients With Coronary Total Occlusion on Optical Coherence Tomography Angiography. Front Med (Lausanne) 2022; 8:708491. [PMID: 34977052 PMCID: PMC8716542 DOI: 10.3389/fmed.2021.708491] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 11/29/2021] [Indexed: 12/19/2022] Open
Abstract
Background: Retinal microvasculature has been associated with coronary artery disease (CAD), but the exact contributory role in coronary total occlusion (CTO) is unclear. We aimed to investigate whether retinal vasculature is associated with CTO and could provide incremental value in the assessment of CTO. Methods: A total of 218 CAD patients including 102 CTO and 116 non-CTO were enrolled. Retinal vasculature was measured by optical coherence tomography angiography (OCTA) for all patients. Receiver operating characteristic (ROC) curve was used to assess the performance of retinal vasculature in differentiating CTO from non-CTO patients. Results: In non-CTO CAD patients, vessel density (VD) of mean superficial capillary plexus (SCP) and parafovea SCP were 49.85 and 52.56%, respectively; in CTO patients, VD of mean SCP and parafovea SCP were 47.77, and 49.58%, respectively. After multiple adjustment, VD in the SCP was significantly lower in CTO patients compared to non-CTO patients. VD of superior hemi in the parafovea SCP combined with the clinical variates showed the best ability to predict CTO from CAD with an area under the curve (AUC) of 0.812 (specificity of 89.0% and sensitivity of 65.9%). Conclusions: In CTO patients, retinal VD was significantly decreased, and microvascular damage might specifically target to arterioles than capillaries. Retinal vasculature could thus be a surrogate for detecting the microvascular damage and assist in the assessment of CTO patients. OCTA examination could be suggested to monitor the process of coronary arteries lesions.
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Affiliation(s)
- Pingting Zhong
- Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Yijun Hu
- Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Aier School of Ophthalmology, Central South University, Changsha, China.,Aier Institute of Refractive Surgery, Refractive Surgery Center, Guangzhou Aier Eye Hospital, Guangzhou, China
| | - Lei Jiang
- Guangdong Geriatrics Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Qingsheng Peng
- Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Manqing Huang
- Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Cong Li
- Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,School of Medicine, South China University of Technology, Guangzhou, China
| | - Yu Kuang
- Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Ning Tan
- Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Honghua Yu
- Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Xiaohong Yang
- Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
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16
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Abstract
The retina offers a unique opportunity to directly visualize blood vessels in vivo noninvasively. Over the past few decades, several new imaging techniques have been adapted to study the retinal vasculature in the laboratory in animal models and in the clinic in human subjects. High-contrast, finely detailed fundus images can be acquired by confocal scanning laser ophthalmoscopy (cSLO). With fluorescein angiography (FA), the retinal microcirculation can be visualized. High-resolution spectral-domain optical coherence tomography (SD-OCT) is able to acquire cross-section images resolving the microarchitecture of the retina, similar to histology. The techniques and protocols for acquiring cSLO, FA, and SD-OCT imaging of the retinal vasculature and morphology in the rodent are described.
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17
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Allon R, Aronov M, Belkin M, Maor E, Shechter M, Fabian ID. Retinal Microvascular Signs as Screening and Prognostic Factors for Cardiac Disease: A Systematic Review of Current Evidence. Am J Med 2021; 134:36-47.e7. [PMID: 32861624 DOI: 10.1016/j.amjmed.2020.07.013] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 07/09/2020] [Accepted: 07/09/2020] [Indexed: 12/25/2022]
Abstract
The substantial burden of heart disease promotes an interest in new ways of screening for early disease diagnosis, especially by means of noninvasive imaging. Increasing evidence for association between retinal microvascular signs and heart disease prompted us to systematically investigate the relevant current literature on the subject. We scrutinized the current literature by searching PubMed and Embase databases from 2000 to 2020 for clinical studies of the association between retinal microvascular signs and prevalent or incident heart disease in humans. Following exclusions, we extracted the relevant data from 42 publications (comprising 14 prospective, 26 cross-sectional, and 2 retrospective studies). Our search yielded significant associations between retinal vascular changes, including diameter, tortuosity, and branching, and various cardiac diseases, including acute coronary syndrome, coronary artery disease, heart failure, and conduction abnormalities. The findings of our research suggest that the retinal microvasculature can provide essential data about concurrent cardiac disease status and predict future risk of cardiac-related events.
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Affiliation(s)
| | | | - Michael Belkin
- Department of Ophthalmology, Goldschleger Eye Institute, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel; Sacker Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Elad Maor
- Sacker Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Heart Transplantation Unit, Leviev Cardiothoracic and Vascular Center, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Michael Shechter
- Sacker Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Leviev Heart Center, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Ido Didi Fabian
- Department of Ophthalmology, Goldschleger Eye Institute, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel; Sacker Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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18
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Impact of blood pressure control on retinal microvasculature in patients with chronic kidney disease. Sci Rep 2020; 10:14275. [PMID: 32868805 PMCID: PMC7459351 DOI: 10.1038/s41598-020-71251-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 08/13/2020] [Indexed: 12/24/2022] Open
Abstract
Chronic kidney disease (CKD) is an emerging disease worldwide. We investigated the relationship between blood pressure (BP) control and parafoveal retinal microvascular changes in patients with CKD. This case–control study enrolled 256 patients with CKD (stage 3–5) and 70 age‐matched healthy controls. Optical coherence tomography angiography showed lower superficial vascular plexus (SVP) vessel density, lower deep vascular plexus (DVP) vessel density, and larger SVP flow void area in the CKD group. The BP parameters at enrollment and during the year before enrollment were collected in patients with CKD. Partial correlation was used to determine the relationship between BP parameters and microvascular parameters after controlling for age, sex, diabetes mellitus, axial length, and intraocular pressure. The maximum systolic blood pressure (SBP) (p = 0.003) and within-patient standard deviation (SD) of SBP (p = 0.006) in 1 year were negatively correlated with SVP vessel density. The average SBP (p = 0.040), maximum SBP (p = 0.001), within-patient SD of SBP (p < 0.001) and proportion of high BP measurement (p = 0.011) in 1 year were positively correlated with the SVP flow void area. We concluded that long-term SBP was correlated with SVP microvascular injury in patients with CKD. Superficial retinal microvascular changes may be a potential biomarker for prior long-term BP control in these patients.
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Association Between Caliber of Retinal Vessels and Cardiovascular Disease: a Systematic Review and Meta-Analysis. Curr Atheroscler Rep 2020; 22:16. [PMID: 32440852 DOI: 10.1007/s11883-020-0834-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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20
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Associations between dietary flavonoids and retinal microvasculature in older adults. Eur J Nutr 2019; 59:3093-3101. [PMID: 31768624 DOI: 10.1007/s00394-019-02148-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 11/18/2019] [Indexed: 10/25/2022]
Abstract
PURPOSE In this study, we assessed whether there are independent associations between dietary total flavonoid intake and major flavonoid classes with retinal arteriolar and venular calibre. METHODS Blue Mountains Eye Study participants aged 49+ years who had complete data on diet and retinal vessel measures were analysed (n = 2821). Dietary intake was assessed using a semi-quantitative Food-Frequency Questionnaire (FFQ). Flavonoid content of foods in the FFQ was estimated using the US Department of Agriculture Flavonoid, Isoflavone and Proanthocyanidin databases. Fundus photographs were taken and retinal vascular calibre was measured using validated computer-assisted techniques. The associations of intake of dietary flavonoids with retinal vessel calibre were examined in linear regression models and general linear model. RESULTS The highest quartile of intake was compared with the lowest quartile using multivariable-adjustment models. Participants with the highest proanthocyanidin intake had narrower retinal venules (223.9 ± 0.62 versus 226.5 ± 0.63, respectively; Ptrend = 0.01); and the highest isoflavone intake was associated with wider retinal arterioles (188.1 ± 0.55 versus 186.3 ± 0.56, respectively; Ptrend = 0.01). The highest apple/pear consumption (a dietary source of catechin) was associated with narrower retinal venules (223.8 ± 0.57 versus 226.1 ± 0.52; Ptrend = 0.01) and wider retinal arterioles (187.9 ± 0.51 versus 186.2 ± 0.51; Ptrend = 0.02). Further, participants who were in the highest versus lowest quartile of chocolate consumption had ~ 2.1 μm narrower retinal venules (multivariable-adjusted P = 0.03). CONCLUSIONS This study shows that higher intakes of specific flavonoid subclasses are associated with a favourable retinal microvascular profile. Greater consumption of flavonoid-rich apples/pears and chocolate was also associated with beneficial variations in retinal vascular calibre.
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Sharafi SM, Sylvestre JP, Chevrefils C, Soucy JP, Beaulieu S, Pascoal TA, Arbour JD, Rhéaume MA, Robillard A, Chayer C, Rosa-Neto P, Mathotaarachchi SS, Nasreddine ZS, Gauthier S, Lesage F. Vascular retinal biomarkers improves the detection of the likely cerebral amyloid status from hyperspectral retinal images. ALZHEIMERS & DEMENTIA-TRANSLATIONAL RESEARCH & CLINICAL INTERVENTIONS 2019; 5:610-617. [PMID: 31650017 PMCID: PMC6804547 DOI: 10.1016/j.trci.2019.09.006] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Introduction This study investigates the relationship between retinal image features and β-amyloid (Aβ) burden in the brain with the aim of developing a noninvasive method to predict the deposition of Aβ in the brain of patients with Alzheimer's disease. Methods Retinal images from 20 cognitively impaired and 26 cognitively unimpaired cases were acquired (3 images per subject) using a hyperspectral retinal camera. The cerebral amyloid status was determined from binary reads by a panel of 3 expert raters on 18F-florbetaben positron-emission tomography (PET) studies. Image features from the hyperspectral retinal images were calculated, including vessels tortuosity and diameter and spatial-spectral texture measures in different retinal anatomical regions. Results Retinal venules of amyloid-positive subjects (Aβ+) showed a higher mean tortuosity compared with the amyloid-negative (Aβ−) subjects. Arteriolar diameter of Aβ+ subjects was found to be higher than the Aβ− subjects in a zone adjacent to the optical nerve head. Furthermore, a significant difference between texture measures built over retinal arterioles and their adjacent regions were observed in Aβ+ subjects when compared with the Aβ−. A classifier was trained to automatically discriminate subjects combining the extracted features. The classifier could discern Aβ+ subjects from Aβ− subjects with an accuracy of 85%. Discussion Significant differences in texture measures were observed in the spectral range 450 to 550 nm which is known as the spectral region known to be affected by scattering from amyloid aggregates in the retina. This study suggests that the inclusion of metrics related to the retinal vasculature and tissue-related textures extracted from vessels and surrounding regions could improve the discrimination performance of the cerebral amyloid status.
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Affiliation(s)
| | | | | | - Jean-Paul Soucy
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Sylvain Beaulieu
- Département de médecine nucléaire, Hôpital Maisonneuve-Rosemont, Montreal, Quebec, Canada
| | - Tharick A Pascoal
- Translational Neuroimaging Laboratory, McGill Centre for Studies in Aging, Douglas Mental Health University Institute, Montreal, Quebec, Canada
| | | | | | - Alain Robillard
- Département de psychiatrie, Hôpital Maisonneuve-Rosemont, Montreal, Quebec, Canada
| | - Céline Chayer
- Département de psychiatrie, Hôpital Maisonneuve-Rosemont, Montreal, Quebec, Canada
| | - Pedro Rosa-Neto
- Translational Neuroimaging Laboratory, McGill Centre for Studies in Aging Douglas Mental Health University Institute, Montreal, Quebec, Canada
| | - Sulantha S Mathotaarachchi
- Translational Neuroimaging Laboratory, McGill Centre for Studies in Aging Douglas Mental Health University Institute, Montreal, Quebec, Canada
| | | | - Serge Gauthier
- Alzheimer's Disease Research Unit, The McGill University Research Centre for Studies in Aging, Montreal, Quebec, Canada
| | - Frédéric Lesage
- Genie Electrique, Polytechnique Montreal, Montreal, Quebec, Canada.,Research Center, Montreal Heart Institute, Montreal, Quebec, Canada
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Seferović PM, Polovina M. The eyes are the mirror of the heart: role of retinal microvascular abnormalities in predicting long‐term risk of heart failure. Eur J Heart Fail 2019; 21:1216-1218. [DOI: 10.1002/ejhf.1597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Accepted: 07/16/2019] [Indexed: 11/09/2022] Open
Affiliation(s)
| | - Marija Polovina
- Faculty of Medicine Belgrade University Belgrade Serbia
- Department of Cardiology Clinical Centre of Serbia Belgrade Serbia
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Chandra A, Seidelmann SB, Claggett BL, Klein BE, Klein R, Shah AM, Solomon SD. The association of retinal vessel calibres with heart failure and long‐term alterations in cardiac structure and function: the Atherosclerosis Risk in Communities (ARIC) Study. Eur J Heart Fail 2019; 21:1207-1215. [DOI: 10.1002/ejhf.1564] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 06/06/2019] [Accepted: 06/28/2019] [Indexed: 11/10/2022] Open
Affiliation(s)
- Alvin Chandra
- Cardiovascular Division Brigham and Women's Hospital and Harvard Medical School Boston MA USA
| | - Sara B. Seidelmann
- Cardiovascular Division Brigham and Women's Hospital and Harvard Medical School Boston MA USA
| | - Brian L. Claggett
- Cardiovascular Division Brigham and Women's Hospital and Harvard Medical School Boston MA USA
| | - Barbara E. Klein
- Department of Ophthalmology and Visual Sciences School of Medicine and Public Health University of Wisconsin Madison WI USA
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences School of Medicine and Public Health University of Wisconsin Madison WI USA
| | - Amil M. Shah
- Cardiovascular Division Brigham and Women's Hospital and Harvard Medical School Boston MA USA
| | - Scott D. Solomon
- Cardiovascular Division Brigham and Women's Hospital and Harvard Medical School Boston MA USA
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Wurm M, Kühnemund L, Maier L, Xia M, Lichte K, Hallermann K, Krause A, Krebs A, Hanssen H, Deibert P, Schwab KO. Hemoglobin A1c and retinal arteriolar narrowing in children with type 1 diabetes: the diagnostics of early atherosclerosis risk in kids study. Pediatr Diabetes 2019; 20:622-628. [PMID: 30993848 DOI: 10.1111/pedi.12858] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 01/08/2019] [Accepted: 03/20/2019] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND/OBJECTIVE Microvascular alterations play a key role in the development of diabetes complications. Retinal vessel analysis is a unique method to examine microvascular changes in brain-derived vessels. METHODS Sixty-seven pediatric and adolescent type 1 diabetes patients and 58 healthy control persons (mean age 12.4 ± 2.9 years) underwent non-mydriatic retinal photography of both eyes. Central retinal arteriolar and central retinal venular (CRVE) diameter equivalents as well as the arteriolar-to-venular ratio were calculated using a semiautomated software. All anthropometric and laboratory parameters were measured according to standardized procedures for children. RESULTS Retinal vessel diameter did not differ between type 1 diabetic children and healthy controls. However, there was an independent association of higher hemoglobin A1c (HbA1c) levels with arteriolar narrowing. Arteriolar narrowing of 5.4 μm was observed with each percent increase in HbA1c. Longer duration of diabetes was associated with wider retinal arterioles. CRVE was not associated with diabetes duration or HbA1c. CONCLUSIONS Microvascular arteriolar alterations are already present in childhood and may indicate subclinical atherosclerosis and increased risk of diabetes complications later in life. Future research will have to investigate the potential use of retinal vessel diameters for treatment monitoring and guidance of therapy in children.
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Affiliation(s)
- Michael Wurm
- Department of General Paediatrics, Adolescent Medicine and Neonatology, Medical Centre, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Leonie Kühnemund
- Department of General Paediatrics, Adolescent Medicine and Neonatology, Medical Centre, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Lisa Maier
- Department of General Paediatrics, Adolescent Medicine and Neonatology, Medical Centre, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Mi Xia
- Department of General Paediatrics, Adolescent Medicine and Neonatology, Medical Centre, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Kai Lichte
- Childrens Hospital, Schwarzwald Baar Hospital, Villingen-Schwenningen, Germany
| | - Kristiane Hallermann
- Department of General Paediatrics, Adolescent Medicine and Neonatology, Medical Centre, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Alexandra Krause
- Department of General Paediatrics, Adolescent Medicine and Neonatology, Medical Centre, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Andreas Krebs
- Department of General Paediatrics, Adolescent Medicine and Neonatology, Medical Centre, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Henner Hanssen
- Department of Sport, Exercise and Health, Division of Preventive Sports Medicine and Systems Physiology, University of Basel, Basel, Switzerland
| | - Peter Deibert
- Institute for Exercise and Occupational Medicine, Medical Centre, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Karl Otfried Schwab
- Department of General Paediatrics, Adolescent Medicine and Neonatology, Medical Centre, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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Association of dietary nitrate intake with retinal microvascular structure in older adults. Eur J Nutr 2019; 59:2057-2063. [PMID: 31309281 DOI: 10.1007/s00394-019-02055-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2019] [Accepted: 07/09/2019] [Indexed: 01/17/2023]
Abstract
PURPOSE Existing research suggests that changes to retinal vascular caliber reflect nitric oxide (NO)-dependent endothelial dysfunction. Dietary nitrate is an important source of NO; however, studies on the link between dietary nitrate intake and retinal microvasculature are lacking. We aimed to assess the cross-sectional association between intake of dietary nitrate (from vegetable and non-vegetable sources) and retinal arteriolar and venular caliber among older adults. METHODS Participants from the Blue Mountains Eye Study aged 49+ years with complete data at baseline on diet and retinal vessel measures were analyzed (n = 2813). Dietary intake was assessed using a validated semi-quantitative food-frequency questionnaire. Nitrate intake from vegetable and non-vegetable sources was estimated using a validated comprehensive database and other published data where necessary. Fundus photographs were taken and retinal vascular caliber measured using validated computer-assisted techniques and summarized. RESULTS Participants in the lowest versus highest tertile of vegetable nitrate intake had significantly narrower retinal arterioles: 186.2 ± 0.48 versus 187.6 ± 0.48 µm (multivariable-adjusted p = 0.04). After multivariable adjustment, each 10-unit higher intake of total nitrate and vegetable nitrate was associated with 0.089 ± 0.004 and 0.090 ± 0.004 µm wider retinal arteriolar caliber, respectively, both p = 0.03. Each 10-unit higher vegetable nitrate intake was associated with 0.092 ± 0.005 µm narrower retinal venules (p = 0.05). CONCLUSION Intake of dietary nitrate, particularly from vegetable sources, was associated with beneficial variations in both retinal arteriolar and venular caliber among older adults. Further research into associations between dietary nitrate and the retinal microvasculature could allow for greater understanding and possible prevention of clinical cardiovascular events.
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Liu M, Wake M, Wong TY, He M, Xiao Y, Burgner DP, Lycett K. Associations of retinal microvascular caliber with intermediate phenotypes of large arterial function and structure: A systematic review and meta‐analysis. Microcirculation 2019; 26:e12557. [DOI: 10.1111/micc.12557] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2018] [Revised: 03/25/2019] [Accepted: 05/09/2019] [Indexed: 02/05/2023]
Affiliation(s)
- Mengjiao Liu
- Murdoch Children's Research InstituteRoyal Children's Hospital Melbourne Victoria Australia
- Department of Paediatrics The University of Melbourne Melbourne Victoria Australia
| | - Melissa Wake
- Murdoch Children's Research InstituteRoyal Children's Hospital Melbourne Victoria Australia
- Department of Paediatrics The University of Melbourne Melbourne Victoria Australia
- Department of Paediatrics The Liggins InstituteThe University of Auckland Auckland New Zealand
| | - Tien Yin Wong
- Department of Ophthalmic Epidemiology Centre for Eye Research Australia The University of Melbourne Melbourne Victoria Australia
- Singapore Eye Research InstituteSingapore National Eye Center Singapore Singapore
- Duke‐NUS Medical SchoolNational University of Singapore Singapore Singapore
| | - Mingguang He
- Department of Ophthalmic Epidemiology Centre for Eye Research Australia The University of Melbourne Melbourne Victoria Australia
- State Key Laboratory of Ophthalmology Zhongshan Ophthalmic CenterSun Yat‐Sen University Guangzhou China
| | - Yinzong Xiao
- Department of Ophthalmic Epidemiology Centre for Eye Research Australia The University of Melbourne Melbourne Victoria Australia
| | - David P. Burgner
- Murdoch Children's Research InstituteRoyal Children's Hospital Melbourne Victoria Australia
- Department of Paediatrics The University of Melbourne Melbourne Victoria Australia
- Department of Paediatrics Monash University Melbourne Victoria Australia
| | - Kate Lycett
- Murdoch Children's Research InstituteRoyal Children's Hospital Melbourne Victoria Australia
- Department of Paediatrics The University of Melbourne Melbourne Victoria Australia
- Centre for Social & Early Emotional Development Deakin University Melbourne Victoria Australia
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27
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Liew G, Mitchell P, Chiha J, Plant AJH, White A, Joachim N, Wang S, Burlutsky G, Kovoor P, Thiagalingam A, Gopinath B. Retinal microvascular changes in microvascular angina: Findings from the Australian Heart Eye Study. Microcirculation 2019; 26:e12536. [PMID: 30758094 DOI: 10.1111/micc.12536] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 02/07/2019] [Accepted: 02/08/2019] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Microvascular changes in microvascular angina are poorly understood due to difficulties in imaging the coronary microcirculation in vivo. The retinal microvasculature may reflect changes in coronary microcirculation. We assessed microvascular changes in the retina in patients with microvascular angina and compared them with patients with angiographically proven coronary artery disease. METHODS We performed retinal photography and coronary angiography on 915 patients. Retinal vessel calibers were measured using a validated computer-assisted method; coronary artery disease was graded from coronary angiograms. Microvascular angina was defined as angina with <25% stenosis in all coronary epicardial arteries. RESULTS A total of 139 patients (15.2%) had microvascular angina, while 776 (84.8%) had coronary artery disease. Participants with microvascular angina and coronary artery disease had similar retinal arteriolar and venular calibers. After adjustment for age, ethnicity, mean arterial pressure, diabetes, current smoking, body mass index, and fellow vessel caliber, women with smaller venules were threefold more likely to have microvascular angina than women with larger venules (multivariable-adjusted odds ratio 3.54, 95% confidence interval 1.35 to 9.24, P < 0.01). This difference was not observed in men. CONCLUSIONS Microvascular angina in women was associated with microvascular changes distinct from those in coronary artery disease.
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Affiliation(s)
- Gerald Liew
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Paul Mitchell
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Joseph Chiha
- Centre for Heart Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Adam J H Plant
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Andrew White
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Nichole Joachim
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Sarah Wang
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - George Burlutsky
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Pramesh Kovoor
- Centre for Heart Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Aravinda Thiagalingam
- Centre for Heart Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Bamini Gopinath
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
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Retinal Vascular Geometry and the Prevalence of Atrial Fibrillation and Heart Failure in a Clinic-Based Sample. Heart Lung Circ 2018; 28:1631-1637. [PMID: 30224171 DOI: 10.1016/j.hlc.2018.06.1056] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 05/29/2018] [Accepted: 06/22/2018] [Indexed: 01/15/2023]
Abstract
BACKGROUND We aimed to examine the cross-sectional association between a range of retinal vascular geometric variables and the prevalence of atrial fibrillation (AF) and heart failure. METHODS The Australian Heart Eye Study (AHES) surveyed 1,680 participants presenting to a tertiary referral hospital for the evaluation of potential coronary artery disease by coronary angiography. Retinal vascular geometric variables (tortuosity, branching, and fractal dimension) were measured from retinal photographs using a computer-assisted program (Singapore I Vessel Assessment). Atrial fibrillation was determined based on a combination of: self-reported history of AF; self-reported use of rate-control and anti-arrhythmic medications; and/or screening electrocardiogram. Self-reported echocardiography-confirmed heart failure was also documented. RESULTS A total of 1,169 participants had complete information on retinal vascular geometric variables and AF and of these 104 (8.9%) had AF. Participants in the second tertile of fractal dimension (Df) compared to those in the highest tertile (reference group), had 92% increased likelihood of having AF after multivariable adjustment. A threshold effect for Df was identified, and participants below versus those above a Df threshold value of 1.472, had greater odds of having AF: multivariable-adjusted OR 1.85 (95% CI 1.03-3.31). Measures of retinal tortuosity and branching were not associated with AF. Retinal vascular geometric variables were also not associated with prevalence of heart failure. CONCLUSIONS A sparser retinal microvascular network (lower Df) was independently associated with greater likelihood of AF. Further studies are needed to investigate whether temporal changes to the retinal vascular geometry are predictive of AF in the longer term.
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He Y, Li SM, Kang MT, Liu LR, Li H, Wei SF, Ran AR, Wang N. Association between blood pressure and retinal arteriolar and venular diameters in Chinese early adolescent children, and whether the association has gender difference: a cross-sectional study. BMC Ophthalmol 2018; 18:133. [PMID: 29866094 PMCID: PMC5987453 DOI: 10.1186/s12886-018-0799-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2017] [Accepted: 05/25/2018] [Indexed: 01/16/2023] Open
Abstract
Background To establish the independent association between blood pressure (BP) and retinal vascular caliber, especially the retinal venular caliber, in a population of 12-year-old Chinese children. Methods We have examined 1501 students in the 7th grade with mean age of 12.7 years. A non-mydriatic fundus camera (Canon CR-2, Tokyo, Japan) was used to capture 450 fundus images of the right eyes. Retinal vascular caliber was measured using a computer-based program (IVAN). BP was measured using an automated sphygmomanometer (HEM-907, Omron, Kyoto, Japan). Results The mean retinal arteriolar caliber was 145.3 μm (95% confidence interval [CI], 110.6–189.6 μm) and the mean venular caliber was 212.7 μm (95% CI, 170.6–271.3 μm). After controlling for age, sex, axial length, BMI, waist, spherical equivalent, birth weight, gestational age and fellow retinal vessel caliber, children in the highest quartile of BP had significantly narrower retinal arteriolar caliber than those with lower quartiles (P for trend< 0.05). Each 10-mmHg increase in BP was associated with narrowing of the retinal arterioles by 3.00 μm (multivariable-adjusted P < 0.001), and the results were consist in three BP measurements. The association between BP measures and retinal venular caliber did not persist after adjusting for fellow arteriolar caliber. And there was no significant interaction between BP and sex, age, BMI, and birth status. Conclusions In a large population of adolescent Chinese children, higher BP was found to be associated with narrower retinal arterioles, but not with retinal venules. Sex and other confounding factors had no effect on the relationship of BP and retinal vessel diameter.
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Affiliation(s)
- Yuan He
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Science Key Lab, Beijing Institute of Ophthalmology, Capital Medical University, Beijing, China
| | - Shi-Ming Li
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Science Key Lab, Beijing Institute of Ophthalmology, Capital Medical University, Beijing, China
| | - Meng-Tian Kang
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Science Key Lab, Beijing Institute of Ophthalmology, Capital Medical University, Beijing, China
| | - Luo-Ru Liu
- Anyang Eye Hospital, Anyang, Henan, China
| | - He Li
- Anyang Eye Hospital, Anyang, Henan, China
| | - Shi-Fei Wei
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Science Key Lab, Beijing Institute of Ophthalmology, Capital Medical University, Beijing, China
| | - An-Ran Ran
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Science Key Lab, Beijing Institute of Ophthalmology, Capital Medical University, Beijing, China
| | - Ningli Wang
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Science Key Lab, Beijing Institute of Ophthalmology, Capital Medical University, Beijing, China.
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Wang SB, Mitchell P, Liew G, Wong TY, Phan K, Thiagalingam A, Joachim N, Burlutsky G, Gopinath B. A spectrum of retinal vasculature measures and coronary artery disease. Atherosclerosis 2017; 268:215-224. [PMID: 29050745 DOI: 10.1016/j.atherosclerosis.2017.10.008] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2017] [Revised: 09/07/2017] [Accepted: 10/06/2017] [Indexed: 01/02/2023]
Abstract
BACKGROUND AND AIMS We aimed to comprehensively describe a spectrum of retinal vessel measures including fractal dimension (Df) and their associations with indices of coronary artery disease (CAD) extent and severity, as well as hypertension and diabetes. METHODS The Australian Heart Eye Study (AHES) is an observational study that surveyed 1680 participants presenting to a tertiary referral hospital for the evaluation of potential CAD by coronary angiography. A range of newer retinal vessel geometric measures (Df, curvature tortuosity, and branching angle) were quantified from retinal photographs using semi-automated software, the Singapore 'I' Vessel Assessment (SIVA) tool. A combined retinal score was constructed, aiming to assess the joint effect of multiple retinal vessel parameters on CAD, comprising of those variables that were most strongly significant in multivariate analysis - Df, arteriolar curvature tortuosity, and retinal arteriolar calibre. CAD was objectively quantified using a range of measures obtained from coronary angiography. RESULTS A total of 1187 participants had complete data on retinal vessel measurements and coronary vessel evaluation. Retinal vascular Df and curvature tortuosity decreased with increasing age; women had significantly lower Df than men (p<0.003). Straighter retinal vessels were associated with CAD extent and Gensini scores in multivariable analysis (p<0.02). Accounting for media opacity by sub-group analysis in pseudophakic patients, the combined retinal score was associated with stenosis greater than 50% in any coronary artery segment (vessel score) and obstructive coronary stenosis in all three main coronary arteries (segment score) (p = 0.01). Lower Df and narrower arteriolar branching angle were associated with CAD vessel score (p<0.03). In sex-stratified multivariate analyses, straighter arterioles were associated with greater odds of CAD in men, and narrower venular branching angle was associated with CAD in women. CONCLUSIONS A range of retinal vessel measures were associated with CAD extent and severity. A sparser retinal microvascular network (smaller Df) was associated with older age and female gender. After accounting for the impact of media opacity, retinal vessel measures were associated with more diffuse and severe CAD.
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Affiliation(s)
- Sarah B Wang
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, NSW, Australia
| | - Paul Mitchell
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, NSW, Australia
| | - Gerald Liew
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, NSW, Australia
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Kevin Phan
- Centre for Heart Research, Westmead Institute for Medical Research, University of Sydney, NSW, Australia
| | - Aravinda Thiagalingam
- Centre for Heart Research, Westmead Institute for Medical Research, University of Sydney, NSW, Australia
| | - Nichole Joachim
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, NSW, Australia
| | - George Burlutsky
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, NSW, Australia
| | - Bamini Gopinath
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, NSW, Australia.
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Velayutham V, Benitez-Aguirre PZ, Craig ME, Liew G, Wong TY, Jenkins AJ, Donaghue KC. Innovative technology shows impact of glycaemic control on peripheral retinal vessels in adolescents with type 1 diabetes. Diabetologia 2017; 60:2103-2110. [PMID: 28711971 DOI: 10.1007/s00125-017-4375-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Accepted: 06/01/2017] [Indexed: 12/21/2022]
Abstract
AIMS/HYPOTHESIS Retinal imaging enables non-invasive microvasculature assessment; however, only central retinal vessels have been studied in type 1 diabetes. Peripheral smaller vessels have a major haemodynamic role and may differ from central vessels in their response to the diabetic milieu. We hypothesise that diabetes has a greater impact on peripheral retinal vessels vs central vessels. METHODS Retinal photographs from adolescents (n = 736; age 12-20 years) with type 1 diabetes were graded (Singapore I Vessel Assessment) with vessel calibres measured in the 'central zone' as central retinal arteriolar and venular equivalents (CRAE and CRVE, respectively) and the 'extended zone' as mean width of arterioles and venules (MWa and MWv, respectively). Multivariable linear regression was used to explore associations between vessel calibres and HbA1c, diabetes duration, sex and BP. RESULTS Mean ± SD age was 14.1 ± 1.5 years, HbA1c was 8.5 ± 1.3% (69.4 ± 14.1 mmol/mol) and median diabetes duration was 4.9 years (interquartile range 3.1-7.6 years). Wider MWa was associated with HbA1c (β 0.01 [95% CI 0.004, 0.03]), longer diabetes duration (0.07 [0.02, 0.13]) and higher systolic BP (0.04 [0.02, 0.05]). MWv was associated with HbA1c (0.02 [0.009, 0.03]) and higher systolic BP (0.04 [0.03, 0.06]). CRAE was associated with longer diabetes duration (0.93 [0.58, 1.28]) and higher systolic BP (-0.28 [-0.37, -0.19]). CRVE was associated with longer diabetes duration (0.91 [0.42, 1.41]) and higher systolic BP (-0.20 [-0.33, -0.07]). Girls had wider vessels (for all four calibre measurements). CONCLUSIONS/INTERPRETATION In adolescents with type 1 diabetes, higher HbA1c is associated with adverse changes to peripheral smaller retinal vessels but not central vessels. The predictive value of retinal vascular imaging should be evaluated using longitudinal data.
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Affiliation(s)
- Valli Velayutham
- The Children's Hospital at Westmead, 212 Hawkesbury Road, Westmead, NSW, 2145, Australia
| | - Paul Z Benitez-Aguirre
- The Children's Hospital at Westmead, 212 Hawkesbury Road, Westmead, NSW, 2145, Australia
- Westmead Clinical School, University of Sydney, Sydney, NSW, Australia
| | - Maria E Craig
- The Children's Hospital at Westmead, 212 Hawkesbury Road, Westmead, NSW, 2145, Australia
- Westmead Clinical School, University of Sydney, Sydney, NSW, Australia
- School of Paediatrics, University of New South Wales, Sydney, NSW, Australia
| | - Gerald Liew
- The Children's Hospital at Westmead, 212 Hawkesbury Road, Westmead, NSW, 2145, Australia
- Westmead Clinical School, University of Sydney, Sydney, NSW, Australia
| | - Tien Y Wong
- Department of Ophthalmology, University of Melbourne and Centre for Eye Research, East Melbourne, VIC, Australia
- Singapore Eye Research Institute, Singapore, Republic of Singapore
| | - Alicia J Jenkins
- Singapore Eye Research Institute, Singapore, Republic of Singapore
| | - Kim C Donaghue
- The Children's Hospital at Westmead, 212 Hawkesbury Road, Westmead, NSW, 2145, Australia.
- Singapore Eye Research Institute, Singapore, Republic of Singapore.
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Abstract
OBJECTIVE To investigate associations of central retinal arteriolar equivalent (CRAE), a measure of retinal arteriolar width, and central retinal venular equivalents (CRVE), a measure of retinal venular width, with shiftwork in 199 police officers (72.9% men). METHODS Shiftwork (day, afternoon, night) was assessed using electronic payroll records. Four digital retinal images per officer were taken. Mean diameters of the retinal vasculature were compared across shifts using analysis of variance (ANOVA)/analysis of covariance (ANCOVA). RESULTS Among all officers (mean age = 46.6 ± 6.8 years), shiftwork was not significantly associated with CRAE or CRVE. However, among current and former smokers, night-shift officers had a wider mean (±standard error [SE]) CRVE (230.0 ± 4.5 μm) compared with day shift officers (215.1 ± 3.5 μm); adjusted P = 0.014. CONCLUSIONS Night shift schedule in current and former smokers is associated with wider retinal venules. Reasons for this association are not known. Longitudinal studies are warranted.
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Wu HQ, Wu H, Shi LL, Yu LY, Wang LY, Chen YL, Geng JS, Shi J, Jiang K, Dong JC. The association between retinal vasculature changes and stroke: a literature review and Meta-analysis. Int J Ophthalmol 2017; 10:109-114. [PMID: 28149786 DOI: 10.18240/ijo.2017.01.18] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Accepted: 07/05/2016] [Indexed: 11/23/2022] Open
Abstract
AIM To determine the association between retinal vasculature changes and stroke. METHODS MEDLINE and EMBASE were searched for relevant human studies to September 2015 that investigated the association between retinal vasculature changes and the prevalence or incidence of stroke; the studies were independently examined for their qualities. Data on clinical characteristics and calculated summary odds ratios (ORs) were extracted for associations between retinal microvascular abnormalities and stroke, including stroke subtypes where possible, and adjusted for key variables. RESULTS Nine cases were included in the study comprising 20 659 patients, 1178 of whom were stroke patients. The retinal microvascular morphological markers used were hemorrhage, microaneurysm, vessel caliber, arteriovenous nicking, and fractal dimension. OR of retinal arteriole narrowing and retinal arteriovenous nicking and stroke was 1.42 and 1.91, respectively, indicating that a small-caliber retinal arteriole and retinal arteriovenous nicking were associated with stroke. OR of retinal hemorrhage and retinal microaneurysm and stroke was 3.21 and 3.83, respectively, indicating that retinal microvascular lesions were highly associated with stroke. Results also showed that retinal fractal dimension reduction was associated with stroke (OR: 2.28 for arteriole network, OR: 1.80 for venular network). CONCLUSION Retinal vasculature changes have a specific relationship to stroke, which is promising evidence for the prediction of stroke using computerized retinal vessel analysis.
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Affiliation(s)
- Hui-Qun Wu
- Department of Medical Informatics, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China; Nantong University Division of Cooperative Research Center on Evidence-based Medicine by Ministry of Education in China, Nantong 226001, Jiangsu Province, China
| | - Huan Wu
- Department of Medical Informatics, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China; Nantong University Division of Cooperative Research Center on Evidence-based Medicine by Ministry of Education in China, Nantong 226001, Jiangsu Province, China
| | - Li-Li Shi
- Department of Medical Informatics, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China; Nantong University Division of Cooperative Research Center on Evidence-based Medicine by Ministry of Education in China, Nantong 226001, Jiangsu Province, China
| | - Li-Yuan Yu
- Department of Medical Informatics, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China; Nantong University Division of Cooperative Research Center on Evidence-based Medicine by Ministry of Education in China, Nantong 226001, Jiangsu Province, China
| | - Li-Yuan Wang
- Department of Medical Informatics, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China; Nantong University Division of Cooperative Research Center on Evidence-based Medicine by Ministry of Education in China, Nantong 226001, Jiangsu Province, China
| | - Ya-Lan Chen
- Department of Medical Informatics, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China; Nantong University Division of Cooperative Research Center on Evidence-based Medicine by Ministry of Education in China, Nantong 226001, Jiangsu Province, China
| | - Jin-Song Geng
- Department of Medical Informatics, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China; Nantong University Division of Cooperative Research Center on Evidence-based Medicine by Ministry of Education in China, Nantong 226001, Jiangsu Province, China
| | - Jian Shi
- Department of Ophthalmology, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Kui Jiang
- Department of Medical Informatics, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China; Nantong University Division of Cooperative Research Center on Evidence-based Medicine by Ministry of Education in China, Nantong 226001, Jiangsu Province, China
| | - Jian-Cheng Dong
- Department of Medical Informatics, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China; Nantong University Division of Cooperative Research Center on Evidence-based Medicine by Ministry of Education in China, Nantong 226001, Jiangsu Province, China
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Seidelmann SB, Claggett B, Bravo PE, Gupta A, Farhad H, Klein BE, Klein R, Di Carli M, Solomon SD. Retinal Vessel Calibers in Predicting Long-Term Cardiovascular Outcomes: The Atherosclerosis Risk in Communities Study. Circulation 2016; 134:1328-1338. [PMID: 27682886 DOI: 10.1161/circulationaha.116.023425] [Citation(s) in RCA: 193] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 09/14/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND Narrower retinal arterioles and wider retinal venules have been associated with negative cardiovascular outcomes. We investigated whether retinal vessel calibers are associated with cardiovascular outcomes in long-term follow-up and provide incremental value over the 2013 American College of Cardiology/American Heart Association Pooled Cohort Equations in predicting atherosclerotic cardiovascular disease events. METHODS A total of 10 470 men and women without prior atherosclerotic cardiovascular disease events or heart failure in the ARIC Study (Atherosclerosis Risk in Communities) underwent retinal photography at visit 3 (1993-1995). RESULTS During a mean follow-up of 16 years, there were 1779 incident coronary heart disease events, 548 ischemic strokes, 1395 heart failure events, and 2793 deaths. Rates of all outcomes were higher in those with wider retinal venules and narrower retinal arterioles. Subjects with wider retinal venules (hazard ratio [HR], 1.13; 95% confidence interval [CI], 1.08-1.18; HR, 1.18; 95% CI, 1.07-1.31; and HR, 1.10; 95% CI, 1.00-1.20 per 1-SD increase) and narrower retinal arterioles (HR, 1.06; 95% CI, 1.01-1.11; HR, 1.14; 95% CI, 1.03-1.26; and HR, 1.13; 95% CI, 1.03-1.24 per 1-SD decrease) had a higher risk of death and stroke in both sexes and incident coronary heart disease in women but not men (interaction P=0.02) after adjustment for the Pooled Cohort Equations risk score variables. The association between retinal vessel caliber and heart failure was nonsignificant after adjustment for systolic blood pressure. Among women with Pooled Cohort Equations-predicted 10-year atherosclerotic cardiovascular disease event risk <5% (overall risk, 3.9%), women in the narrowest arteriolar quartile had a 10-year event rate of 5.6% compared with 2.8% for women in the widest quartile (5.0% versus 3.4% for wider versus narrower venules). Retinal vessel caliber reclassified 21% of low-risk women (11% of all women) as intermediate risk (>5%). CONCLUSIONS Narrower retinal arterioles and wider retinal venules conferred long-term risk of mortality and ischemic stroke in both sexes and coronary heart disease in women. These measures serve as an inexpensive, reproducible biomarker that added incremental value to current practice guidelines in atherosclerotic cardiovascular disease event risk prediction in low-risk women.
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Affiliation(s)
- Sara B Seidelmann
- From Cardiovascular Division (S.B.S, B.D., P.E.G., A.G., H.F., M.D.C., S.D.S.) and Department of Radiology, Division of Cardiovascular Imaging (S.B.S, P.E.G., A.G., H.F., M.D.C.), Brigham and Women's Hospital, Boston, MA; and Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health University of Wisconsin, Madison (B.E.K., R.K.)
| | - Brian Claggett
- From Cardiovascular Division (S.B.S, B.D., P.E.G., A.G., H.F., M.D.C., S.D.S.) and Department of Radiology, Division of Cardiovascular Imaging (S.B.S, P.E.G., A.G., H.F., M.D.C.), Brigham and Women's Hospital, Boston, MA; and Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health University of Wisconsin, Madison (B.E.K., R.K.)
| | - Paco E Bravo
- From Cardiovascular Division (S.B.S, B.D., P.E.G., A.G., H.F., M.D.C., S.D.S.) and Department of Radiology, Division of Cardiovascular Imaging (S.B.S, P.E.G., A.G., H.F., M.D.C.), Brigham and Women's Hospital, Boston, MA; and Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health University of Wisconsin, Madison (B.E.K., R.K.)
| | - Ankur Gupta
- From Cardiovascular Division (S.B.S, B.D., P.E.G., A.G., H.F., M.D.C., S.D.S.) and Department of Radiology, Division of Cardiovascular Imaging (S.B.S, P.E.G., A.G., H.F., M.D.C.), Brigham and Women's Hospital, Boston, MA; and Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health University of Wisconsin, Madison (B.E.K., R.K.)
| | - Hoshang Farhad
- From Cardiovascular Division (S.B.S, B.D., P.E.G., A.G., H.F., M.D.C., S.D.S.) and Department of Radiology, Division of Cardiovascular Imaging (S.B.S, P.E.G., A.G., H.F., M.D.C.), Brigham and Women's Hospital, Boston, MA; and Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health University of Wisconsin, Madison (B.E.K., R.K.)
| | - Barbara E Klein
- From Cardiovascular Division (S.B.S, B.D., P.E.G., A.G., H.F., M.D.C., S.D.S.) and Department of Radiology, Division of Cardiovascular Imaging (S.B.S, P.E.G., A.G., H.F., M.D.C.), Brigham and Women's Hospital, Boston, MA; and Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health University of Wisconsin, Madison (B.E.K., R.K.)
| | - Ronald Klein
- From Cardiovascular Division (S.B.S, B.D., P.E.G., A.G., H.F., M.D.C., S.D.S.) and Department of Radiology, Division of Cardiovascular Imaging (S.B.S, P.E.G., A.G., H.F., M.D.C.), Brigham and Women's Hospital, Boston, MA; and Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health University of Wisconsin, Madison (B.E.K., R.K.)
| | - Marcelo Di Carli
- From Cardiovascular Division (S.B.S, B.D., P.E.G., A.G., H.F., M.D.C., S.D.S.) and Department of Radiology, Division of Cardiovascular Imaging (S.B.S, P.E.G., A.G., H.F., M.D.C.), Brigham and Women's Hospital, Boston, MA; and Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health University of Wisconsin, Madison (B.E.K., R.K.)
| | - Scott D Solomon
- From Cardiovascular Division (S.B.S, B.D., P.E.G., A.G., H.F., M.D.C., S.D.S.) and Department of Radiology, Division of Cardiovascular Imaging (S.B.S, P.E.G., A.G., H.F., M.D.C.), Brigham and Women's Hospital, Boston, MA; and Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health University of Wisconsin, Madison (B.E.K., R.K.).
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Phan K, Au C, Mitchell P, Liew G, Plant AJH, Wang SB, Chiha J, Thiagalingam A, Burlutsky G, Gopinath B. Chronic kidney disease and the severity of coronary artery disease and retinal microvasculature changes: a cross-sectional study. J Thorac Dis 2016; 8:2111-4. [PMID: 27621866 DOI: 10.21037/jtd.2016.07.22] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Prior studies have suggested the association between incidence of coronary artery disease (CAD) with chronic kidney disease (CKD) and poor glomerular filtration function. However to the best of our knowledge, few studies have specifically assessed this relationship based on the severity of CAD as quantified using Extent and Gensini scores. METHODS Between June 2009 and January 2012, data were collected from 1,680 participants as part of the Australian Heart Eye Study (AHES) cohort. Coronary angiograms were scored according to Gensini (severity) and Extent scores. Retinal vessel calibres were measured using validated semi-automated software. Potential confounders were adjusted for using multivariate analysis. RESULTS There were no significant associations found between CKD status with Extent and Gensini scores for CAD severity, both unadjusted and when adjusted for confounding factors. In unadjusted analyses, a significant association between CKD and narrower retinal arteriolar diameter was observed (P=0.0072). After multivariate adjustment, the association between CKD and retinal arteriolar diameter was attenuated and was no longer significant (P=0.1466). No associations were observed between retinal venular calibre and prevalent CKD. CONCLUSIONS The present study demonstrated no independent associations between CKD and CAD severity. These results warrant validation by future large, prospective longitudinal studies.
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Affiliation(s)
- Kevin Phan
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Cheryl Au
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Paul Mitchell
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Gerald Liew
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Adam J H Plant
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Sarah B Wang
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Joseph Chiha
- Centre for Heart Research, Westmead Institute, University of Sydney, New South Wales, Australia
| | - Aravinda Thiagalingam
- Centre for Heart Research, Westmead Institute, University of Sydney, New South Wales, Australia
| | - George Burlutsky
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Bamini Gopinath
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute, University of Sydney, Sydney, New South Wales, Australia
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Wang SB, Mitchell P, Plant AJ, Phan K, Liew G, Thiagalingam A, Burlutsky G, Gopinath B. Cataract surgery is more prevalent and occurs at an earlier age in a high cardiovascular risk cohort: Comparison with the Blue Mountains Eye Study. Int J Cardiol 2016; 212:72-5. [DOI: 10.1016/j.ijcard.2016.03.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Accepted: 03/12/2016] [Indexed: 10/22/2022]
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Marina Breysse M, Piqueras Flores J, López Mesa I, López Lluva MT, Estero Serrano de la Cruz H, Pinilla Echeverri N, Sánchez Pérez I, Jurado Román A, González García A, Navarro Claros E, Lozano Ruiz Poveda F. [The retina, a window to the cardiovascular baggage]. Semergen 2015; 42:134-6. [PMID: 25639791 DOI: 10.1016/j.semerg.2014.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Revised: 12/10/2014] [Accepted: 12/14/2014] [Indexed: 10/24/2022]
Affiliation(s)
- M Marina Breysse
- Servicio de Cardiología, Hospital General Universitario de Ciudad Real, Ciudad Real, España.
| | - J Piqueras Flores
- Servicio de Cardiología, Hospital General Universitario de Ciudad Real, Ciudad Real, España
| | - I López Mesa
- Servicio de Oftalmología, Hospital General Universitario de Ciudad Real, Ciudad Real, España
| | - M T López Lluva
- Servicio de Cardiología, Hospital General Universitario de Ciudad Real, Ciudad Real, España
| | | | - N Pinilla Echeverri
- Servicio de Hemodinámica, Hospital General Universitario de Ciudad Real, Ciudad Real, España
| | - I Sánchez Pérez
- Servicio de Hemodinámica, Hospital General Universitario de Ciudad Real, Ciudad Real, España
| | - A Jurado Román
- Servicio de Hemodinámica, Hospital General Universitario de Ciudad Real, Ciudad Real, España
| | - A González García
- Servicio de Medicina Interna, Hospital Universitario Ramón y Cajal, Madrid, España
| | - E Navarro Claros
- Hospital General Universitario de Ciudad Real, Ciudad Real, España
| | - F Lozano Ruiz Poveda
- Servicio de Hemodinámica, Hospital General Universitario de Ciudad Real, Universidad de Castilla La Mancha, Ciudad Real, España
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Tălu S, Vlăduţiu C, Lupaşcu CA. Characterization of human retinal vessel arborisation in normal and amblyopic eyes using multifractal analysis. Int J Ophthalmol 2015; 8:996-1002. [PMID: 26558216 PMCID: PMC4631015 DOI: 10.3980/j.issn.2222-3959.2015.05.26] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2014] [Accepted: 08/22/2014] [Indexed: 02/05/2023] Open
Abstract
AIM To characterize the human retinal vessel arborisation in normal and amblyopic eyes using multifractal geometry and lacunarity parameters. METHODS Multifractal analysis using a box counting algorithm was carried out for a set of 12 segmented and skeletonized human retinal images, corresponding to both normal (6 images) and amblyopia states of the retina (6 images). RESULTS It was found that the microvascular geometry of the human retina network represents geometrical multifractals, characterized through subsets of regions having different scaling properties that are not evident in the fractal analysis. Multifractal analysis of the amblyopia images (segmented and skeletonized versions) show a higher average of the generalized dimensions (Dq ) for q=0, 1, 2 indicating a higher degree of the tree-dimensional complexity associated with the human retinal microvasculature network whereas images of healthy subjects show a lower value of generalized dimensions indicating normal complexity of biostructure. On the other hand, the lacunarity analysis of the amblyopia images (segmented and skeletonized versions) show a lower average of the lacunarity parameter Λ than the corresponding values for normal images (segmented and skeletonized versions). CONCLUSION The multifractal and lacunarity analysis may be used as a non-invasive predictive complementary tool to distinguish amblyopic subjects from healthy subjects and hence this technique could be used for an early diagnosis of patients with amblyopia.
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Affiliation(s)
- Stefan Tălu
- Discipline of Descriptive Geometry and Engineering Graphics, Department of Automotive Engineering and Transportation, Faculty of Mechanical Engineering, Technical University of Cluj-Napoca, Cluj-Napoca 400641, Cluj, Romania
| | - Cristina Vlăduţiu
- Discipline of Ophthalmology, Department of Surgical Specialties and Medical Imaging, Faculty of Medicine, "Iuliu Hatieganu" University of Medicine and Pharmacy Cluj-Napoca, Cluj-Napoca 400012, Cluj, Romania
| | - Carmen A Lupaşcu
- Department of Mathematics and Informatics, University of Palermo, Palermo 90123, Italy
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Phan K, Mitchell P, Liew G, Wang SB, Plant AJ, Thiagalingam A, Burlutsky G, Gopinath B. Relationship between macular and retinal diseases with prevalent atrial fibrillation — An analysis of the Australian Heart Eye Study. Int J Cardiol 2015; 178:96-8. [DOI: 10.1016/j.ijcard.2014.10.102] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2014] [Accepted: 10/21/2014] [Indexed: 11/28/2022]
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