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Tan YY, Kang HG, Lee CJ, Kim SS, Park S, Thakur S, Da Soh Z, Cho Y, Peng Q, Tham YC, Rim TH, Cheng CY. Prognostic potentials of AI in ophthalmology: systemic disease forecasting via retinal imaging. EYE AND VISION (LONDON, ENGLAND) 2024; 11:17. [PMID: 38711111 PMCID: PMC11071258 DOI: 10.1186/s40662-024-00384-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 04/17/2024] [Indexed: 05/08/2024]
Abstract
BACKGROUND Artificial intelligence (AI) that utilizes deep learning (DL) has potential for systemic disease prediction using retinal imaging. The retina's unique features enable non-invasive visualization of the central nervous system and microvascular circulation, aiding early detection and personalized treatment plans for personalized care. This review explores the value of retinal assessment, AI-based retinal biomarkers, and the importance of longitudinal prediction models in personalized care. MAIN TEXT This narrative review extensively surveys the literature for relevant studies in PubMed and Google Scholar, investigating the application of AI-based retina biomarkers in predicting systemic diseases using retinal fundus photography. The study settings, sample sizes, utilized AI models and corresponding results were extracted and analysed. This review highlights the substantial potential of AI-based retinal biomarkers in predicting neurodegenerative, cardiovascular, and chronic kidney diseases. Notably, DL algorithms have demonstrated effectiveness in identifying retinal image features associated with cognitive decline, dementia, Parkinson's disease, and cardiovascular risk factors. Furthermore, longitudinal prediction models leveraging retinal images have shown potential in continuous disease risk assessment and early detection. AI-based retinal biomarkers are non-invasive, accurate, and efficient for disease forecasting and personalized care. CONCLUSION AI-based retinal imaging hold promise in transforming primary care and systemic disease management. Together, the retina's unique features and the power of AI enable early detection, risk stratification, and help revolutionizing disease management plans. However, to fully realize the potential of AI in this domain, further research and validation in real-world settings are essential.
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Affiliation(s)
| | - Hyun Goo Kang
- Division of Retina, Severance Eye Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Chan Joo Lee
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Sung Soo Kim
- Division of Retina, Severance Eye Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Sungha Park
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Sahil Thakur
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
| | - Zhi Da Soh
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yunnie Cho
- Mediwhale Inc, Seoul, Republic of Korea
- Department of Education and Human Resource Development, Seoul National University Hospital, Seoul, South Korea
| | - Qingsheng Peng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
| | - Yih-Chung Tham
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Mediwhale Inc, Seoul, Republic of Korea
| | - Tyler Hyungtaek Rim
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.
- Mediwhale Inc, Seoul, Republic of Korea.
| | - Ching-Yu Cheng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Centre for Innovation and Precision Eye Health and Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Huang Y, Wang S, Cai C, Huang X, Chen Y, Wu X, Zhang Y, Zhang Y, Lin X. Retinal vascular density as a potential biomarker of diabetic cerebral small vessel disease. Diabetes Obes Metab 2024; 26:1789-1798. [PMID: 38433711 DOI: 10.1111/dom.15492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/26/2024] [Accepted: 01/27/2024] [Indexed: 03/05/2024]
Abstract
AIM The retina and brain share similar anatomical and physiological features. Thus, retinal imaging by optical coherence tomography angiography (OCTA) might be a potential tool for the early diagnosis of diabetic cerebral small vessel disease (CSVD). In this study, we aimed to evaluate retinal vascular density (VD) in diabetic CSVD by OCTA imaging and explore the associations between retinal VD and cerebral magnetic resonance imaging (MRI) markers and cognitive function. METHODS In total, 131 patients were enrolled, including CSVD (n = 43) and non-CSVD groups (n = 88). The VD and foveal avascular zone of the retinal capillary plexus were measured with OCTA. A brain MRI was performed. RESULTS MRI imaging showed that in the diabetic CSVD group, white matter hyperintensities (WMHs), particularly deep WMHs (58.82%), are the most common MRI marker, followed by cerebral microbleeds in the subtentorial and cortical areas (34.78%). The CSVD group showed increases in the prevalence of cognitive dysfunction (p = .034) and depression (p = .033) and decreases in visuospatial/executive ability and delayed recall ability. In the CSVD group, VDs of the macular superficial vascular plexus (32.93 ± 7.15% vs. 36.97 ± 6.59%, p = .002), intermediate capillary plexus (20.87 ± 4.30% vs. 23.08 ± 4.30%, p = .005) and deep capillary plexus (23.54 ± 5.00% vs. 26.05 ± 4.20%, p = .003) were lower than those of the non-CSVD group. Multiple linear regression analysis showed that VD of the macular superficial vascular plexus was independently associated with cerebral microbleeds. Meanwhile, VD of the macular intermediate capillary plexus was associated with white matter lacunar infarcts after adjustment. CONCLUSIONS Diabetic CSVDs are characterized by MRI markers, including deep WMHs and cerebral microbleeds, and showed impaired cognition with decreased visuospatial/executive ability and delayed recall ability. OCTA imaging revealed a significant decrease in retinal microvascular perfusion in diabetic CSVD, which was related to MRI markers and cognitive function. OCTA might be a valuable potential measurement for the early diagnosis of CSVD.
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Affiliation(s)
- Yinqiong Huang
- Department of Endocrinology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Siyun Wang
- Department of Endocrinology, Affiliated Fuzhou First Hospital of Fujian Medical University, Fuzhou, China
- Department of Endocrinology, Fuzhou First General Hospital Affiliated with Fujian Medical University, Fuzhou, China
| | - Chi Cai
- Department of CT/MRI, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Xinwei Huang
- Department of Endocrinology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
| | - Yan Chen
- Department of Endocrinology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
| | - Xiaohong Wu
- Department of Endocrinology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Yiping Zhang
- Department of Endocrinology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Yan Zhang
- Department of Ophthalmology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Xiahong Lin
- Department of CT/MRI, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
- Department of Endocrinology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
- Department of Geriatric, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
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García-Sánchez A, Sotolongo-Grau O, Tartari JP, Sanabria Á, Esteban-De Antonio E, Pérez-Cordón A, Alegret M, Pytel V, Martínez J, Aguilera N, de Rojas I, Cano A, García-González P, Puerta R, Olivé C, Capdevila M, García-Gutiérrez F, Vivas A, Gómez-Chiari M, Giménez J, Tejero MÁ, Castilla-Martí M, Castilla-Martí L, Tárraga L, Valero S, Ruiz A, Boada M, Marquié M. Macular vessel density in the superficial plexus is not a proxy of cerebrovascular damage in non-demented individuals: data from the NORFACE cohort. Alzheimers Res Ther 2024; 16:42. [PMID: 38378643 PMCID: PMC10877901 DOI: 10.1186/s13195-024-01408-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 02/04/2024] [Indexed: 02/22/2024]
Abstract
INTRODUCTION Optical coherence tomography angiography (OCT-A) is a novel tool that allows the detection of retinal vascular changes. We investigated the association of macular vessel density (VD) in the superficial plexus assessed by OCT-A with measures of cerebrovascular pathology and atrophy quantified by brain magnetic resonance imaging (MRI) in non-demented individuals. METHODS Clinical, demographical, OCT-A, and brain MRI data from non-demented research participants were included. We analyzed the association of regional macular VD with brain vascular burden using the Fazekas scale assessed in a logistic regression analysis, and the volume of white matter hyperintensities (WMH) assessed in a multiple linear regression analysis. We also explored the associations of macular VD with hippocampal volume, ventricle volume and Alzheimer disease cortical signature (ADCS) thickness assessed in multiple linear regression analyses. All analyses were adjusted for age, sex, syndromic diagnosis and cardiovascular variables. RESULTS The study cohort comprised 188 participants: 89 with subjective cognitive decline and 99 with mild cognitive impairment. No significant association of regional macular VD with the Fazekas categories (all, p > 0.111) and WMH volume (all, p > 0.051) were detected. VD in the nasal quadrant was associated to hippocampal volume (p = 0.007), but no other associations of macular VD with brain atrophy measures were detected (all, p > 0.05). DISCUSSION Retinal vascular measures were not a proxy of cerebrovascular damage in non-demented individuals, while VD in the nasal quadrant was associated with hippocampal atrophy independently of the amyloid status.
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Affiliation(s)
- Ainhoa García-Sánchez
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Oscar Sotolongo-Grau
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Juan Pablo Tartari
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Ángela Sanabria
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
- CIBERNED, Center for Networked Biomedical Research On Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | | | - Alba Pérez-Cordón
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Montserrat Alegret
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
- CIBERNED, Center for Networked Biomedical Research On Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Vanesa Pytel
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Joan Martínez
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Núria Aguilera
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Itziar de Rojas
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
- CIBERNED, Center for Networked Biomedical Research On Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Amanda Cano
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
- CIBERNED, Center for Networked Biomedical Research On Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Pablo García-González
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Raquel Puerta
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Clàudia Olivé
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Maria Capdevila
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | | | - Assumpta Vivas
- Department of Diagnostic Imaging, Clínica Corachan, Barcelona, Spain
| | | | - Juan Giménez
- Department of Diagnostic Imaging, Clínica Corachan, Barcelona, Spain
| | | | - Miguel Castilla-Martí
- Clínica Oftalmológica Dr. Castilla, Barcelona, Spain
- Vista Alpina Eye Clinic, Visp, Switzerland
| | - Luis Castilla-Martí
- PhD Programme in Surgery and Morphological Sciences, Universitat Autònoma de Barcelona, Barcelona, Spain
- Hôpital Ophtalmique Jules-Gonin, Fondation Asiles Des Aveugles, University of Lausanne, Lausanne, Switzerland
| | - Lluís Tárraga
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
- CIBERNED, Center for Networked Biomedical Research On Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Sergi Valero
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
- CIBERNED, Center for Networked Biomedical Research On Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Agustín Ruiz
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
- CIBERNED, Center for Networked Biomedical Research On Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Mercè Boada
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
- CIBERNED, Center for Networked Biomedical Research On Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Marta Marquié
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain.
- CIBERNED, Center for Networked Biomedical Research On Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain.
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El Husseini N, Schaich CL, Craft S, Rapp SR, Hayden KM, Sharrett R, Cotch MF, Wong TY, Luchsinger JA, Espeland MA, Baker LD, Bertoni AG, Hughes TM. Retinal vessel caliber and cognitive performance: the multi-ethnic study of atherosclerosis (MESA). Sci Rep 2024; 14:4120. [PMID: 38374377 PMCID: PMC10876697 DOI: 10.1038/s41598-024-54412-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 02/12/2024] [Indexed: 02/21/2024] Open
Abstract
Retinal vessel calibers share anatomic and physiologic characteristics with the cerebral vasculature and can be visualized noninvasively. In light of the known microvascular contributions to brain health and cognitive function, we aimed to determine if, in a community based-study, retinal vessel calibers and change in caliber over 8 years are associated with cognitive function or trajectory. Participants in the Multi-Ethnic Study of Atherosclerosis (MESA) cohort who completed cognitive testing at Exam 5 (2010-2012) and had retinal vascular caliber measurements (Central Retinal Artery and Vein Equivalents; CRAE and CRVE) at Exam 2 (2002-2004) and Exam 5 were included. Using multivariable linear regression, we evaluated the association of CRAE and CRVE from Exam 2 and Exam 5 and their change between the two exams with scores on tests of global cognitive function (Cognitive Abilities Screening Instrument; CASI), processing speed (Digit Symbol Coding; DSC) and working memory (Digit Span; DS) at Exam 5 and with subsequent change in cognitive scores between Exam 5 and Exam 6 (2016-2018).The main effects are reported as the difference in cognitive test score per SD increment in retinal vascular caliber with 95% confidence intervals (CI). A total of 4334 participants (aged 61.6 ± 9.2 years; 53% female; 41% White) completed cognitive testing and at least one retinal assessment. On multivariable analysis, a 1 SD larger CRAE at exam 5 was associated with a lower concomitant CASI score (- 0.24, 95% CI - 0.46, - 0.02). A 1 SD larger CRVE at exam 2 was associated with a lower subsequent CASI score (- 0.23, 95%CI - 0.45, - 0.01). A 1 SD larger CRVE at exam 2 or 5 was associated with a lower DSC score [(- 0.56, 95% CI - 1.02, - 0.09) and - 0.55 (95% CI - 1.03, - 0.07) respectively]. The magnitude of the associations was relatively small (2.8-3.1% of SD). No significant associations were found between retinal vessel calibers at Exam 2 and 5 with the subsequent score trajectory of cognitive tests performance over an average of 6 years. Wider retinal venular caliber was associated with concomitant and future measures of slower processing speed but not with later cognitive trajectory. Future studies should evaluate the utility of these measures in risk stratification models from a clinical perspective as well as for screening on a population level.
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Affiliation(s)
- Nada El Husseini
- Department of Neurology, Duke University Medical Center, Duke South, Purple Zone, Suite 0109, Durham, NC, 27710, USA.
| | - Christopher L Schaich
- Department of Surgery, Hypertension and Vascular Research Center, Wake Forest University School of Medicine, Winston Salem, NC, USA
| | - Suzanne Craft
- Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston Salem, NC, USA
| | - Stephen R Rapp
- Psychiatry and Behavioral Medicine, Wake Forest University School of Medicine, Winston Salem, NC, USA
| | - Kathleen M Hayden
- Social Sciences and Health Policy, Wake Forest University School of Medicine, Winston Salem, NC, USA
| | - Richey Sharrett
- Department of Epidemiology, Johns Hopkins University, Baltimore, MD, USA
| | | | - Tien Y Wong
- Department of Ophthalmology and Visual Sciences, National University of Singapore, Singapore, Singapore
- Tsinghua Medicine, Tsinghua University, Beijing, China
| | - Jose A Luchsinger
- Division of General Medicine, Columbia University Medical Center, New York, NY, USA
| | - Mark A Espeland
- Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston Salem, NC, USA
| | - Laura D Baker
- Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston Salem, NC, USA
| | - Alain G Bertoni
- Epidemiology and Prevention, Wake Forest University School of Medicine, Winston Salem, NC, USA
| | - Timothy M Hughes
- Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston Salem, NC, USA
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Paulsen AJ, Pinto AA, Merten N, Schubert CR, Chen Y, Klein BE, Meuer SM, Cruickshanks KJ. Association of Central Retinal Arteriolar and Venular Equivalents with Brain-aging and Macular Ganglion Cell-inner Plexiform Layer Thickness. Ophthalmic Epidemiol 2023; 30:103-111. [PMID: 35343859 PMCID: PMC9515234 DOI: 10.1080/09286586.2022.2057550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 03/04/2022] [Accepted: 03/17/2022] [Indexed: 10/18/2022]
Abstract
INTRODUCTION Neurodegeneration and cognitive decline in aging are growing public health concerns. This study investigates associations between central retinal arteriolar and venular equivalents (CRAE, CRVE) and brain-aging, a sensory and cognitive test composite measure, and macular ganglion cell-inner plexiform layer (mGCIPL) thickness, a biomarker of neurodegeneration. METHODS Beaver Dam Offspring Study (BOSS) participants are adult children (baseline (2005-2008) age 21-84 years) of the population-based Epidemiology of Hearing Loss Study participants. Follow-up occurred every 5 years. In 2010-2013, fundus photographs were used to measure retinal vessels. A brain-aging score was constructed by principal component analysis using sensorineural and cognitive data. Associations between incident brain-aging and vessel measures were investigated using logistic regression. Associations between CRAE and CRVE and mGCIPL thickness, measured in 2015-2017, were also investigated. RESULTS Participants (N = 2381; mean age: 53.9 years (SD = 9.8); 54% women) had a mean CRAE and CRVE of 148.8 µm (SD = 14.5) and 221.7 µm (SD = 20.7), respectively. Among those without ocular conditions, wider CRAE was associated with decreased 5-year brain-aging risk (33% per SD CRAE increase). Both vessel measures were independently associated with mGCIPL thickness. The mGCIPL thickness increased by approximately 1.7 µm and 2.0 µm per SD increase in CRAE and CRVE, respectively. DISCUSSION The association of CRAE with incident brain-aging indicates its potential use as a screening tool among those without eye disease. The associations between CRAE and CRVE and mGCIPL thickness indicate narrower vasculature could affect neuronal health. These associations point to potential usefulness of retinal vessel measurements to identify people at higher risk of sensorineural declines and neurodegeneration.
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Affiliation(s)
- Adam J. Paulsen
- Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health, University of Wisconsin – Madison, WI
| | - Alex A. Pinto
- Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health, University of Wisconsin – Madison, WI
| | - Natascha Merten
- Department of Geriatrics and Adult Development, School of Medicine and Public Health, University of Wisconsin – Madison, WI
| | - Carla R. Schubert
- Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health, University of Wisconsin – Madison, WI
| | - Yanjun Chen
- Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health, University of Wisconsin – Madison, WI
| | - Barbara E.K. Klein
- Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health, University of Wisconsin – Madison, WI
| | - Stacy M. Meuer
- Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health, University of Wisconsin – Madison, WI
| | - Karen J. Cruickshanks
- Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health, University of Wisconsin – Madison, WI
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin – Madison, WI
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Cheung CY, Wong WLE, Hilal S, Kan CN, Gyanwali B, Tham YC, Schmetterer L, Xu D, Lee ML, Hsu W, Venketasubramanian N, Tan BY, Wong TY, Chen CPLH. Deep-learning retinal vessel calibre measurements and risk of cognitive decline and dementia. Brain Commun 2022; 4:fcac212. [PMID: 36043139 PMCID: PMC9416061 DOI: 10.1093/braincomms/fcac212] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 06/07/2022] [Accepted: 08/16/2022] [Indexed: 10/14/2023] Open
Abstract
Previous studies have explored the associations of retinal vessel calibre, measured from retinal photographs or fundus images using semi-automated computer programs, with cognitive impairment and dementia, supporting the concept that retinal blood vessels reflect microvascular changes in the brain. Recently, artificial intelligence deep-learning algorithms have been developed for the fully automated assessment of retinal vessel calibres. Therefore, we aimed to determine whether deep-learning-based retinal vessel calibre measurements are predictive of risk of cognitive decline and dementia. We conducted a prospective study recruiting participants from memory clinics at the National University Hospital and St. Luke's Hospital in Singapore; all participants had comprehensive clinical and neuropsychological examinations at baseline and annually for up to 5 years. Fully automated measurements of retinal arteriolar and venular calibres from retinal fundus images were estimated using a deep-learning system. Cox regression models were then used to assess the relationship between baseline retinal vessel calibre and the risk of cognitive decline and developing dementia, adjusting for age, gender, ethnicity, education, cerebrovascular disease status, hypertension, hyperlipidemia, diabetes, and smoking. A total of 491 participants were included in this study, of whom 254 developed cognitive decline over 5 years. In multivariable models, narrower retinal arteriolar calibre (hazard ratio per standard deviation decrease = 1.258, P = 0.008) and wider retinal venular calibre (hazard ratio per standard deviation increase = 1.204, P = 0.037) were associated with increased risk of cognitive decline. Among participants with cognitive impairment but no dementia at baseline (n = 212), 44 progressed to have incident dementia; narrower retinal arteriolar calibre was also associated with incident dementia (hazard ratio per standard deviation decrease = 1.624, P = 0.021). In summary, deep-learning-based measurement of retinal vessel calibre was associated with risk of cognitive decline and dementia.
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Affiliation(s)
- Carol Y Cheung
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Win Lee Edwin Wong
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
- Memory Ageing and Cognition Centre, National University Health System, Singapore 119074, Singapore
| | - Saima Hilal
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
- Memory Ageing and Cognition Centre, National University Health System, Singapore 119074, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117549, Singapore
| | - Cheuk Ni Kan
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
- Memory Ageing and Cognition Centre, National University Health System, Singapore 119074, Singapore
| | - Bibek Gyanwali
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
- Memory Ageing and Cognition Centre, National University Health System, Singapore 119074, Singapore
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
| | - Yih Chung Tham
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore
| | - Leopold Schmetterer
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- School of Chemical and Biomedical Engineering, Nanyang Technological University, Singapore 639798, Singapore
- Department of Clinical Pharmacology, Medical University Vienna, Vienna 1090, Austria
- Austria Center for Medical Physics and Biomedical Engineering, Medical University Vienna, Vienna 1090, Austria
- Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland
| | - Dejiang Xu
- School of Computing, National University of Singapore, Singapore 117417, Singapore
| | - Mong Li Lee
- School of Computing, National University of Singapore, Singapore 117417, Singapore
| | - Wynne Hsu
- School of Computing, National University of Singapore, Singapore 117417, Singapore
| | | | - Boon Yeow Tan
- St. Luke's Hospital, Singapore, Singapore 659674, Singapore
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore
| | - Christopher P L H Chen
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
- Memory Ageing and Cognition Centre, National University Health System, Singapore 119074, Singapore
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
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van der Heide FCT, van Sloten TT, Willekens N, Stehouwer CDA. Neurovascular coupling unit dysfunction and dementia: Retinal measurements as tools to move towards population-based evidence. Front Endocrinol (Lausanne) 2022; 13:1014287. [PMID: 36506058 PMCID: PMC9727310 DOI: 10.3389/fendo.2022.1014287] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 10/31/2022] [Indexed: 11/24/2022] Open
Abstract
Dysfunction of the neurovascular coupling unit may be an important contributor to dementia. The neurovascular coupling unit comprises neuronal structures (e.g. astrocytes) and vascular structures (e.g. endothelial cells) that functionally interact both at the level of the arterioles as well as at the capillary level (blood-brain barrier) to regulate optimal metabolic conditions in the brain. However, it remains unclear how and to what extent dysfunction of the neurovascular coupling unit contributes to the early-stage pathobiology of dementia. Currently, limited data are available on the association between neurovascular coupling unit dysfunction, as quantified by cerebral imaging techniques, and cognitive performance. In particular, there is a lack of population-based human data (defined as studies with a sample size ~n>500). This is an important limitation because population-based studies, in comparison with smaller clinical studies, provide data which is better representative of the general population; are less susceptible to selection bias; and have a larger statistical power to detect small associations. To acquire population-based data, however, alternative imaging techniques than cerebral imaging techniques may be required. Disadvantages of cerebral imaging techniques, which limit use in population-based studies, are that these techniques are relatively expensive, time-consuming, and/or invasive. In this review, we propose that retinal imaging techniques can be used for population-based studies: on the one hand the retina and brain have many anatomical and physiological similarities; and on the other hand retinal imaging techniques are non-invasive, highly accurate, relatively inexpensive, and require relatively short measurement time. To provide support for this concept, we provide an overview on the human (population-based) evidence on the associations of retinal indices of neurodegeneration, microvascular dysfunction, and dysfunction of the neurovascular coupling unit with magnetic resonance imaging (MRI) features of structural brain abnormalities and cognitive performance.
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Affiliation(s)
- Frank C. T. van der Heide
- CARIM School for Cardiovascular Diseases, Maastricht University (UM), Maastricht, Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+ (MUMC+), Maastricht, Netherlands
- Department of Psychiatry and Neuropsychology, MUMC+, Maastricht, Netherlands
- School of Mental Health and Neuroscience, MUMC+, Maastricht, Netherlands
- *Correspondence: Frank C. T. van der Heide,
| | - Thomas T. van Sloten
- CARIM School for Cardiovascular Diseases, Maastricht University (UM), Maastricht, Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+ (MUMC+), Maastricht, Netherlands
| | - Nele Willekens
- CARIM School for Cardiovascular Diseases, Maastricht University (UM), Maastricht, Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+ (MUMC+), Maastricht, Netherlands
| | - Coen D. A. Stehouwer
- CARIM School for Cardiovascular Diseases, Maastricht University (UM), Maastricht, Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+ (MUMC+), Maastricht, Netherlands
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Pedersen HE, Sandvik CH, Subhi Y, Grauslund J, Pedersen FN. Relationship between Diabetic Retinopathy and Systemic Neurodegenerative Diseases: A Systematic Review and Meta-analysis. Ophthalmol Retina 2021; 6:139-152. [PMID: 34256192 DOI: 10.1016/j.oret.2021.07.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 06/23/2021] [Accepted: 07/06/2021] [Indexed: 01/01/2023]
Abstract
TOPIC To examine the potential role of systemic neurodegeneration, this study aimed to provide an overview of the available evidence on the relationship between diabetic retinopathy (DR) and systemic neurodegeneration. CLINICAL RELEVANCE The association between DR and systemic neurodegeneration is inconsistent in the literature. A summary estimate on the measures of association is important to establish whether DR may be used as a risk marker of systemic neurodegeneration. METHODS We searched the literature databases PubMed/MEDLINE, EMBASE, and Cochrane Library on October 3, 2020, for all observational studies on humans evaluating the association between DR and systemic neurodegenerative diseases. Two authors conducted the literature search, study selection, and data extraction in an independent fashion. Studies were reviewed qualitatively in text and quantitatively in meta-analyses. Heterogeneity was evaluated with Cochran's Q and I2, and Funnel plot was used to investigate for skewed results and possible publication bias. RESULTS We identified 27 eligible studies with a total of 1 398 041 patients with diabetes. Diagnosis of DR was made using fundus photography or examination (n = 20), health registries (n = 4), was self-reported (n = 1), or was not disclosed in the remaining studies. Neurodegenerative conditions studied were cognitive impairment (n = 23), Alzheimer's disease (n = 3), and Parkinson's disease (n = 1). In cross-sectional and longitudinal studies, respectively, presence of any DR was associated with present (odds ratio [OR], 1.57; 95% confidence interval [CI], 1.02-2.43, P = 0.043) and incident (OR, 2.36; 95% CI, 1.50-3.71, P = 0.00021) systemic neurodegeneration, but severity of DR was not associated with differences in systemic neurodegeneration (OR, 0.98; 95% CI, 0.45-2.15, P = 0.96). CONCLUSIONS In this systematic review, DR appears to be a marker of systemic neurodegeneration. Further studies are warranted to better elucidate the clinical practical implications of this relationship.
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Affiliation(s)
- Helene E Pedersen
- Department of Ophthalmology, Odense University Hospital, Odense, Denmark; Research Unit of Ophthalmology, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Caroline H Sandvik
- Department of Ophthalmology, Odense University Hospital, Odense, Denmark; Research Unit of Ophthalmology, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Yousif Subhi
- Department of Ophthalmology, Zealand University Hospital, Roskilde, Denmark; Department of Ophthalmology, Rigshospitalet, Glostrup, Denmark
| | - Jakob Grauslund
- Department of Ophthalmology, Odense University Hospital, Odense, Denmark; Research Unit of Ophthalmology, Department of Clinical Research, University of Southern Denmark, Odense, Denmark; Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
| | - Frederik N Pedersen
- Department of Ophthalmology, Odense University Hospital, Odense, Denmark; Research Unit of Ophthalmology, Department of Clinical Research, University of Southern Denmark, Odense, Denmark.
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Forés R, Manresa JM, López-Lifante VM, Heras A, Delgado P, Vázquez X, Ruiz S, Alzamora MT, Toran P. Relationship between Retinal Microvasculature, Cardiovascular Risk and Silent Brain Infarction in Hypertensive Patients. Diagnostics (Basel) 2021; 11:diagnostics11060937. [PMID: 34073652 PMCID: PMC8224683 DOI: 10.3390/diagnostics11060937] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 05/21/2021] [Accepted: 05/21/2021] [Indexed: 11/16/2022] Open
Abstract
Objective: The aims of this study are to analyze the role of artery-vein ratio AVR assessment using VesselMap 2 software (Imedos Systems) and cardiovascular risk evaluation by means of REGICOR in the prediction of silent brain infarction (SBI) in middle-age hypertensive patients from the ISSYS study. Material and Methods: A cross-sectional study with 695 patients with hypertension aged 50 to 70 years who participated in the project Investigating Silent Strokes in HYpertensives: a Magnetic Resonance Imaging Study (ISSYS), was conducted in two Primary Care Centres of Barcelona. Participants agreed to a retinography and an MRI to detect silent brain infarction (SBI). The IMEDOS software was used for the semiautomatic caliber measurement of retinal arteries and veins, and the AVR was considered abnormal when <0.66. The REGICOR score was calculated for all patients. Results: Multivariate logistic regression analysis was used to evaluate the impact of AVR and REGICOR scores on SBI. The OR (odds ratio) for a high REGICOR score and an abnormal AVR were 3.16 and 4.45, respectively. When analysing the interaction of both factors, the OR of an abnormal AVR and moderate REGICOR score was 3.27, whereas with a high REGICOR score it reached 13.07. Conclusions: The measurement of AVR in patients with hypertension and with a high REGICOR score can contribute to the detection of silent brain infarction.
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Affiliation(s)
- Rosa Forés
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), 08303 Mataró, Spain; (J.M.M.); (V.M.L.-L.); (A.H.); (M.T.A.); (P.T.)
- Riu Nord-Riu Sud Primary Healthcare Centre, Santa Coloma de Gramenet, Gerència d’Àmbit d’Atenció Primària Metropolitana Nord, Institut Català de la Salut, 08921 Barcelona, Spain
- Correspondence: ; Tel.: +34-934662096
| | - Josep M. Manresa
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), 08303 Mataró, Spain; (J.M.M.); (V.M.L.-L.); (A.H.); (M.T.A.); (P.T.)
| | - Victor M. López-Lifante
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), 08303 Mataró, Spain; (J.M.M.); (V.M.L.-L.); (A.H.); (M.T.A.); (P.T.)
- Palau Healthcare Centre, Palau-Solità Plegamans, Gerència d’Àmbit d’Atenció Primària Metropolitana Nord, Institut Català de la Salut, 08124 Barcelona, Spain
| | - Antonio Heras
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), 08303 Mataró, Spain; (J.M.M.); (V.M.L.-L.); (A.H.); (M.T.A.); (P.T.)
- Riu Nord-Riu Sud Primary Healthcare Centre, Santa Coloma de Gramenet, Gerència d’Àmbit d’Atenció Primària Metropolitana Nord, Institut Català de la Salut, 08921 Barcelona, Spain
| | - Pilar Delgado
- Neurovascular Research Lab, Vall D’Hebron Research Institute, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain;
- Dementia Unit, Neurology Service, Vall D’Hebron University Hospital, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Xose Vázquez
- Hospital Municipal de Badalona, Badalona Serveis Assistencials, Secció d’Oftalmologia, Badalona, 08911 Barcelona, Spain;
| | - Susana Ruiz
- Germans Trias i Pujol University Hospital, Badalona, 08916 Barcelona, Spain;
| | - Maria Teresa Alzamora
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), 08303 Mataró, Spain; (J.M.M.); (V.M.L.-L.); (A.H.); (M.T.A.); (P.T.)
- Riu Nord-Riu Sud Primary Healthcare Centre, Santa Coloma de Gramenet, Gerència d’Àmbit d’Atenció Primària Metropolitana Nord, Institut Català de la Salut, 08921 Barcelona, Spain
| | - Pere Toran
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), 08303 Mataró, Spain; (J.M.M.); (V.M.L.-L.); (A.H.); (M.T.A.); (P.T.)
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O'Neill RA, Maxwell AP, Paterson EN, Kee F, Young I, Hogg RE, Cruise S, Murphy S, McGuinness B, McKay GJ. Retinal microvascular parameters are not significantly associated with mild cognitive impairment in the Northern Ireland Cohort for the Longitudinal Study of Ageing. BMC Neurol 2021; 21:112. [PMID: 33706706 PMCID: PMC7948373 DOI: 10.1186/s12883-021-02137-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Accepted: 03/03/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The retinal and cerebral microvasculature share similar embryological origins and physiological characteristics. Improved imaging technologies provide opportunistic non-invasive assessment of retinal microvascular parameters (RMPs) against cognitive outcomes. We evaluated baseline measures for associations between RMPs and mild cognitive impairment (MCI) from participants of the Northern Ireland Cohort for the Longitudinal Study of Ageing (NICOLA). METHODS RMPs (central retinal arteriolar / venular equivalents, arteriole to venular ratio, fractal dimension and tortuosity) were measured from optic disc centred fundus images and analysed using semi-automated software. Associations between RMPs and MCI were assessed by multivariable logistic regression with adjustment for potential confounders including age, sex, alcohol consumption, smoking status, educational attainment, physical activity, cardiovascular disease (CVD), hypertension, mean arterial blood pressure, triglycerides, diabetes, body mass index, and high density lipoprotein levels. P < 0.05 was considered statistically significant. RESULTS Data were available for 1431 participants, of which 156 (10.9%) were classified with MCI defined by a Montreal Cognitive Assessment (MoCA) score ≤ 26, with subjective cognitive decline, in the absence of depression or problems with activities of daily living. Participants had a mean age of 62.4 ± 8.5 yrs. and 52% were female. As expected, individuals with MCI had a lower MoCA score than those without (23.5 ± 2.6 versus 26.3 ± 2.7, respectively), were more likely to be female, have a lower level of educational attainment, be less physically active, more likely to have CVD, have higher levels of triglycerides and lower levels of high density lipoprotein. No significant associations between RMPs and MCI were detected in unadjusted, minimally adjusted or fully adjusted regression models or subsequent sensitivity analyses. CONCLUSION Previous studies have reported both increased retinal venular calibre and reduced fractal dimension in association with mild cognitive impairment. Our study failed to detect any associations between RMPs and those individuals at an early stage of cognitive loss in an older community-based cohort.
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Affiliation(s)
- R A O'Neill
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland
| | - A P Maxwell
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland
| | - E N Paterson
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland
| | - F Kee
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland
| | - I Young
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland
| | - R E Hogg
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland
| | - S Cruise
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland
| | - S Murphy
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland
| | - B McGuinness
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland
| | - G J McKay
- Centre for Public Health, Queens University Belfast, Belfast, Northern Ireland.
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Ashimatey BS, D'Orazio LM, Ma SJ, Jann K, Jiang X, Lu H, Wang DJ, Ringman JM, Kashani AH. Lower retinal capillary density in minimal cognitive impairment among older Latinx adults. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2020; 12:e12071. [PMID: 32875053 PMCID: PMC7447879 DOI: 10.1002/dad2.12071] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 06/17/2020] [Accepted: 06/23/2020] [Indexed: 01/21/2023]
Abstract
INTRODUCTION We investigated the hypothesis that retinal capillary perfusion is a biomarker of early cognitive decline and cerebrovascular perfusion associated with small vessel disease in a pilot data set of Latinx adults at high risk for vascular cognitive impairment and dementia. METHODS High-resolution optical coherence tomography angiography (OCTA) images were acquired from dilated eyes of Latinx subjects using a 3 × 3 mm2 scan pattern from a commercially available device. A previously validated method was used to quantify the density of perfused retinal capillaries as the retinal vessel skeleton density (VSD). The association of VSD with Clinical Dementia Rating Sum of Boxes, total Montreal Cognitive Assessment (MoCA) score, and individual MoCA test elements were analyzed using multivariate statistics that adjusted for confounders. VSD was also compared with magnetic resonance imaging (MRI) measures of cerebrovascular reactivity (CVR) and perfusion in the middle cerebral artery perforator (MCA-Perf) territory. RESULTS The mean (± SD) age of the subjects was 68 (± 6) years. For every 0.01-unit lower VSD, the risk of having a CDR-SOB >0 was 20% higher (95%CI = 5%-90%; P = .031). Similarly, a lower VSD was associated with lower total MoCA score (r = 0.3; P = .038). The Visuospatial/Executive domain of the MoCA assessment showed the strongest association with VSD ( β = 0.02; P = .022). Lower retinal VSD was associated with worse MRI measure of CVR (r = 0.7, P = .04) and less perfusion in the MCA-Perf territory (r = 0.45, P = .02). DISCUSSION Impaired retinal capillary perfusion is associated with cognitive impairment and abnormalities in cerebrovascular perfusion and function. OCTA-based retinal capillary assessment holds promise for identifying and quantifying retinal correlates of neurovascular abnormalities associated with vascular cognitive impairment.
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Affiliation(s)
- Bright S. Ashimatey
- Department of Ophthalmology, USC Roski Eye InstituteKeck School of Medicine of the University of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Lina M. D'Orazio
- Department of NeurologyKeck School of MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Samantha J. Ma
- Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics InstituteKeck School of MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Kay Jann
- Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics InstituteKeck School of MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Xuejuan Jiang
- Department of Ophthalmology, USC Roski Eye InstituteKeck School of Medicine of the University of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Hanzhang Lu
- Department of RadiologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Danny J.J. Wang
- Department of NeurologyKeck School of MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
- Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics InstituteKeck School of MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - John M. Ringman
- Department of NeurologyKeck School of MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Amir H. Kashani
- Department of Ophthalmology, USC Roski Eye InstituteKeck School of Medicine of the University of Southern CaliforniaLos AngelesCaliforniaUSA
- USC Ginsburg Institute for Biomedical TherapeuticsLos AngelesCaliforniaUSA
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Wu H, Wang C, Chen C, Xu X, Zhu Y, Sang A, Jiang K, Dong J. Association between Retinal Vascular Geometric Changes and Cognitive Impairment: A Systematic Review and Meta-Analysis. J Clin Neurol 2020; 16:19-28. [PMID: 31942754 PMCID: PMC6974814 DOI: 10.3988/jcn.2020.16.1.19] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 07/04/2019] [Accepted: 07/04/2019] [Indexed: 01/14/2023] Open
Abstract
Background and Purpose Previous studies have explored the association between retinal vascular changes and cognitive impairment. The retinal vasculature shares some characteristics with the cerebral vasculature, and quantitative changes in it could indicate cognitive impairment. Hence, a comprehensive meta-analysis was performed to clarify the potential relationship between retinal vascular geometric changes and cognitive impairment. Methods Relevant databases were scrupulously and systematically searched for retinal vascular geometric changes including caliber, tortuosity, and fractal dimension (FD), and for cognitive impairment. The Newcastle-Ottawa Scale was used to evaluate the methodological quality of included studies. RevMan was used to perform the meta-analysis and detect publication bias. Sensitivity analyses were also performed. Results Five studies that involved 2,343 subjects were finally included in the meta-analysis. The results showed that there was no significant association between central retinal artery equivalents (Z=1.17) or central retinal venular equivalents (Z=1.74) and cognitive impairment (both p>0.05). Similarly, no significant difference was detected in retinal arteriolar tortuosity (Z=0.91) and venular tortuosity (Z=1.31) (both p>0.05). However, the retinal arteriolar FD (mean difference: −0.03, 95% CI: −0.05, −0.01) and venular FD (mean difference: −0.03, 95% CI: −0.05, −0.02) were associated with cognitive impairment. Conclusions A smaller retinal microvascular FD might be associated with cognitive impairment. Further large-sample and well-controlled original studies are required to confirm the present findings.
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Affiliation(s)
- Huiqun Wu
- Department of Medical Informatics, Medical School of Nantong University, Nantong, China
| | - Chendong Wang
- Department of Medical Informatics, Medical School of Nantong University, Nantong, China
| | - Cong Chen
- Department of Medical Informatics, Medical School of Nantong University, Nantong, China
| | - Xiaotao Xu
- Department of Medical Informatics, Medical School of Nantong University, Nantong, China
| | - Yi Zhu
- Department of Medical Informatics, Medical School of Nantong University, Nantong, China
| | - Aimin Sang
- Department of Ophthalmology, Affiliated Hospital of Nantong University, Nantong, China.
| | - Kui Jiang
- Department of Medical Informatics, Medical School of Nantong University, Nantong, China
| | - Jiancheng Dong
- Department of Medical Informatics, Medical School of Nantong University, Nantong, China
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Manresa JM, Forés R, Vázquez X, Alzamora MT, Heras A, Delgado P, Torán P. [Reliability of retinography for the detection of hypertensive retinopathy in Primary Care]. Aten Primaria 2019; 52:410-417. [PMID: 31694763 PMCID: PMC7256805 DOI: 10.1016/j.aprim.2019.06.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 05/08/2019] [Accepted: 06/13/2019] [Indexed: 01/21/2023] Open
Abstract
Objetivo La hipertensión arterial es una de las enfermedades más prevalentes en la población general adulta. Su importancia reside en las complicaciones que ocasiona en el lecho vascular de órganos diana como riñón, corazón, cerebro y ojo. El objetivo de este trabajo es evaluar la concordancia en la lectura e interpretación de retinografías de pacientes hipertensos realizads por médicos de familia y por oftalmólogos. Material y métodos Es un estudio transversal multicéntrico que contó con 976 pacientes hipertensos de 50 a 70 años, participantes del proyecto «Investigating Silent Strokes in HYpertensives: a Magnetic Resonance Imaging Study» (ISSYS) realizado en centros de Atención Primaria de Barcelona y que accedieron a realizarse una retinografía. Seis médicos de familia y 2 oftalmólogos valoraron la presencia de lesiones en la retina mediante los criterios de Keith-Wagener-Barker. Resultados Se analizó la concordancia Kappa inter- e intraobservador de las lecturas. La valoración de las retinografías en condiciones habituales de práctica clínica obtuvo un alto componente subjetivo, con valores de concordancia inter- e intraobservador pobres-bajos en los criterios de Keith-Wagener-Barker. Solo la valoración de los microaneurismas presentó una concordancia moderada; la ratio arteria/vena fue la menos concordante. Se recomienda la utilización de sistemas de lectura objetivos en la valoración de retinografías en pacientes hipertensos. Conclusiones La valoración de las retinografías en condiciones habituales de práctica clínica tiene un alto componente subjetivo que se refleja en unos valores de concordancia inter- e intraobservador pobres o bajos. Se recomienda la utilización de sistemas de lectura objetivos en la valoración de retinografías en pacientes hipertensos.
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Affiliation(s)
- Josep M Manresa
- Unitat de Suport a la Recerca Metropolitana Nord, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Mataró, España; Departament d'Infermeria, Universitat Autònoma de Barcelona, Cerdanyola del Vallès (Barcelona), España; Centre d'Atenció Primària Riu Nord-Riu Sud, Santa Coloma de Gramenet, Direcció d'Atenció Primària Metropolitana Nord, Institut Català de la Salut, Barcelona, España
| | - Rosa Forés
- Unitat de Suport a la Recerca Metropolitana Nord, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Mataró, España; Centre d'Atenció Primària Riu Nord-Riu Sud, Santa Coloma de Gramenet, Direcció d'Atenció Primària Metropolitana Nord, Institut Català de la Salut, Barcelona, España.
| | - Xosé Vázquez
- Secció d'Oftalmologia, Hospital Municipal de Badalona, Badalona Serveis Assistencials, Badalona (Barcelona), España
| | - M Teresa Alzamora
- Unitat de Suport a la Recerca Metropolitana Nord, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Mataró, España; Centre d'Atenció Primària Riu Nord-Riu Sud, Santa Coloma de Gramenet, Direcció d'Atenció Primària Metropolitana Nord, Institut Català de la Salut, Barcelona, España
| | - Antonio Heras
- Unitat de Suport a la Recerca Metropolitana Nord, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Mataró, España; Centre d'Atenció Primària Riu Nord-Riu Sud, Santa Coloma de Gramenet, Direcció d'Atenció Primària Metropolitana Nord, Institut Català de la Salut, Barcelona, España
| | - Pilar Delgado
- Laboratori de Malalties Neurovasculars, Institut de Recerca Vall d'Hebron, Institut Català de la Salut, Barcelona, España; Universitat Autònoma de Barcelona (UAB), Barcelona, España
| | - Pere Torán
- Unitat de Suport a la Recerca Metropolitana Nord, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Mataró, España; Facultat de Medicina, Universitat de Girona, Gerona, España
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Liao H, Zhu Z, Peng Y. Potential Utility of Retinal Imaging for Alzheimer's Disease: A Review. Front Aging Neurosci 2018; 10:188. [PMID: 29988470 PMCID: PMC6024140 DOI: 10.3389/fnagi.2018.00188] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2018] [Accepted: 06/05/2018] [Indexed: 01/18/2023] Open
Abstract
The ensuing upward shift in demographic distribution due to the increase in life expectancy has resulted in a rising prevalence of Alzheimer's disease (AD). The heavy public burden of AD, along with the urgent to prevent and treat the disease before the irreversible damage to the brain, calls for a sensitive and specific screening technology to identify high-risk individuals before cognitive symptoms arise. Even though current modalities, such as positron emission tomography (PET) and cerebrospinal fluid (CSF) biomarker, showed their potential clinical uses in early detection of AD, the high cost, narrow isotope availability of PET probes and invasive characteristics of CSF biomarker limited their broad utility. Therefore, additional tools for detection of AD are needed. As a projection of the central nervous system (CNS), the retina has been described as a "window to the brain" and a novel marker for AD. Low cost, easy accessibility and non-invasive features make retina tests suitable for large-scale population screening and investigations of preclinical AD. Furthermore, a number of novel approaches in retina imaging, such as optical coherence tomography (OCT), have been developed and made it possible to visualize changes in the retina at a very fine resolution. In this review, we outline the background for AD to accelerate the adoption of retina imaging for the diagnosis and management of AD in clinical practice. Then, we focus on recent findings on the application of retina imaging to investigate AD and provide suggestions for future research directions.
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Affiliation(s)
- Huan Liao
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhuoting Zhu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Ying Peng
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
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Jonas JB, Wei WB, Zhu LP, Xu L, Wang YX. Cognitive Function and Ophthalmological Diseases: The Beijing Eye Study. Sci Rep 2018; 8:4816. [PMID: 29556090 PMCID: PMC5859266 DOI: 10.1038/s41598-018-23314-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Accepted: 03/08/2018] [Indexed: 12/23/2022] Open
Abstract
To examine associations between cognitive function and ophthalmological parameters, the population-based Beijing Eye Study examined ophthalmologically and physically 3127 individuals (mean age: 64.2 ± 9.8 years). Using the mini–mental state examination, cognitive function was assessed as cognitive function score (CFS). Mean CFS was 26.3 ± 3.7 (median: 27; range: 2–30). Prevalence of mild (CFS: 23–19), moderate (CFS: 18–10) and severe cognitive dysfunction was 9.6% (95% confidence interval (CI): 8.5, 10.6), 3.2% (95% CI: 2.6, 3.9) and 0.6% (95% CI: 0.4,0.9), respectively. In multivariate analysis, better cognition (i.e., higher CFS) was significantly associated with better best corrected visual acuity (r2 = 0.38), smaller amount of undercorrected visual acuity, lower prevalence of primary angle-closure glaucoma, and thicker subfoveal choroidal thickness. Prevalence of age-related macular degeneration, open-angle glaucoma, diabetic retinopathy, any type of cataract, retinal vein occlusions or pseudoexfoliation was not significantly correlated with CFS. Though the causal relationship is unclear, the associations of lower cognitive function with undercorrected visual acuity suggest the need for earlier and more regular refraction testing in the elderly so that providing adequate glasses to the elderly can be provided and vision-associated cognitive decline can be reduced. Associations of cognitive function with primary angle-closure glaucoma and leptochoroid should be further explored.
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Affiliation(s)
- Jost B Jonas
- Beijing Institute of Ophthalmology and Beijing Ophthalmology and Visual Science Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Department of Ophthalmology, Medical Faculty Mannheim of the Ruprecht-Karls-University of Heidelberg, Heidelberg, Germany
| | - Wen Bin Wei
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Li Ping Zhu
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Liang Xu
- Beijing Institute of Ophthalmology and Beijing Ophthalmology and Visual Science Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Ya Xing Wang
- Beijing Institute of Ophthalmology and Beijing Ophthalmology and Visual Science Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
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18
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Cheung CYL, Ikram MK, Chen C, Wong TY. Imaging retina to study dementia and stroke. Prog Retin Eye Res 2017; 57:89-107. [PMID: 28057562 DOI: 10.1016/j.preteyeres.2017.01.001] [Citation(s) in RCA: 156] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 11/07/2016] [Accepted: 01/01/2017] [Indexed: 02/07/2023]
Abstract
With increase in life expectancy, the number of persons suffering from common age-related brain diseases, including neurodegenerative (e.g., dementia) and cerebrovascular (e.g., stroke) disease is expected to rise substantially. As current neuro-imaging modalities such as magnetic resonance imaging may not be able to detect subtle subclinical changes (resolution <100-500 μm) in dementia and stroke, there is an urgent need for other complementary techniques to probe the pathophysiology of these diseases. The retina - due to its anatomical, embryological and physiological similarities with the brain - offers a unique and accessible "window" to study correlates and consequences of subclinical pathology in the brain. Retinal components such as the microvasculature and retinal ganglion cell axons can now be visualized non-invasively using different retinal imaging techniques e.g., ocular fundus photography and optical coherence tomography. Advances in retinal imaging may provide new and potentially important insights into cerebrovascular neurodegenerative processes in addition to what is currently possible with neuro-imaging. In this review, we present an overview of the current literature on the application of retinal imaging in the study of dementia and stroke. We discuss clinical implications of these studies, novel state-of-the-art retinal imaging techniques and future directions aimed at evaluating whether retinal imaging can be an additional investigation tool in the study of dementia and stroke.
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Affiliation(s)
- Carol Yim-Lui Cheung
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong.
| | - M Kamran Ikram
- Duke-NUS Graduate Medical School, National University of Singapore, Singapore; Departments of Neurology & Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Christopher Chen
- Memory Aging and Cognition Centre, National University Health System, Singapore; Department of Pharmacology, National University of Singapore, Singapore
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Duke-NUS Graduate Medical School, National University of Singapore, Singapore
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19
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Cabrera DeBuc D, Somfai GM, Koller A. Retinal microvascular network alterations: potential biomarkers of cerebrovascular and neural diseases. Am J Physiol Heart Circ Physiol 2016; 312:H201-H212. [PMID: 27923786 DOI: 10.1152/ajpheart.00201.2016] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Revised: 11/04/2016] [Accepted: 11/11/2016] [Indexed: 12/12/2022]
Abstract
Increasing evidence suggests that the conditions of retinal microvessels are indicators to a variety of cerebrovascular, neurodegenerative, psychiatric, and developmental diseases. Thus noninvasive visualization of the human retinal microcirculation offers an exceptional opportunity for the investigation of not only the retinal but also cerebral microvasculature. In this review, we show how the conditions of the retinal microvessels could be used to assess the conditions of brain microvessels because the microvascular network of the retina and brain share, in many aspects, standard features in development, morphology, function, and pathophysiology. Recent techniques and imaging modalities, such as optical coherence tomography (OCT), allow more precise visualization of various layers of the retina and its microcirculation, providing a "microscope" to brain microvessels. We also review the potential role of retinal microvessels in the risk identification of cerebrovascular and neurodegenerative diseases. The association between vision problems and cerebrovascular and neurodegenerative diseases, as well as the possible role of retinal microvascular imaging biomarkers in cerebrovascular and neurodegenerative screening, their potentials, and limitations, are also discussed.
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Affiliation(s)
- Delia Cabrera DeBuc
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida;
| | - Gabor Mark Somfai
- Semmelweis University, Budapest, Hungary.,Augenzentrum, Pallas Kliniken, Olten, Switzerland
| | - Akos Koller
- Institute of Natural Sciences, University of Physical Education, Budapest, Hungary; and.,Department of Physiology, New York Medical College, Valhalla, New York
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20
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Vázquez Dorrego XM, Manresa Domínguez JM, Heras Tebar A, Forés R, Girona Marcé A, Alzamora Sas MT, Delgado Martínez P, Riba-Llena I, Ugarte Anduaga J, Beristain Iraola A, Barandiaran Martirena I, Ruiz Bilbao SM, Torán Monserrat P. Semi-automatic measuring of arteriovenous relation as a possible silent brain infarction risk index in hypertensive patients. ACTA ACUST UNITED AC 2016; 91:513-519. [PMID: 27311989 DOI: 10.1016/j.oftal.2016.05.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Revised: 04/27/2016] [Accepted: 05/03/2016] [Indexed: 01/22/2023]
Abstract
OBJECTIVE To evaluate the usefulness of a semiautomatic measuring system of arteriovenous relation (RAV) from retinographic images of hypertensive patients in assessing their cardiovascular risk and silent brain ischemia (ICS) detection. METHODS Semi-automatic measurement of arterial and venous width were performed with the aid of Imedos software and conventional fundus examination from the analysis of retinal images belonging to the 976 patients integrated in the cohort Investigating Silent Strokes in Hypertensives: a magnetic resonance imaging study (ISSYS), group of hypertensive patients. All patients have been subjected to a cranial magnetic resonance imaging (RMN) to assess the presence or absence of brain silent infarct. RESULTS Retinal images of 768 patients were studied. Among the clinical findings observed, association with ICS was only detected in patients with microaneurysms (OR 2.50; 95% CI: 1.05-5.98) or altered RAV (<0.666) (OR: 4.22; 95% CI: 2.56-6.96). In multivariate logistic regression analysis adjusted by age and sex, only altered RAV continued demonstrating as a risk factor (OR: 3.70; 95% CI: 2.21-6.18). CONCLUSIONS The results show that the semiautomatic analysis of the retinal vasculature from retinal images has the potential to be considered as an important vascular risk factor in hypertensive population.
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Affiliation(s)
- X M Vázquez Dorrego
- Secció d'Oftalmologia, Hospital Municipal de Badalona, Badalona Serveis Assistencials , Badalona (Barcelona), España.
| | - J M Manresa Domínguez
- Unitat de Suport a la Recerca Metropolitana Nord, IDIAP Jordi Gol, Santa Coloma de Gramenet, Barcelona, España; Departament d'Infermeria, Universitat Autònoma de Barcelona, Cerdanyola del Vallès (Barcelona), España
| | - A Heras Tebar
- Unitat de Suport a la Recerca Metropolitana Nord, IDIAP Jordi Gol, Santa Coloma de Gramenet, Barcelona, España; ABS Riu Nord-Riu Sud, Institut Català de la Salut, Santa Coloma de Gramenet (Barcelona), España
| | - R Forés
- Unitat de Suport a la Recerca Metropolitana Nord, IDIAP Jordi Gol, Santa Coloma de Gramenet, Barcelona, España; ABS Riu Nord-Riu Sud, Institut Català de la Salut, Santa Coloma de Gramenet (Barcelona), España
| | - A Girona Marcé
- Servei de Urgències, Hospital de Barcelona, Barcelona, España
| | - M T Alzamora Sas
- Unitat de Suport a la Recerca Metropolitana Nord, IDIAP Jordi Gol, Santa Coloma de Gramenet, Barcelona, España; ABS Riu Nord-Riu Sud, Institut Català de la Salut, Santa Coloma de Gramenet (Barcelona), España
| | - P Delgado Martínez
- Laboratori de Malalties Neurovasculars, Institut de Recerca Vall d'Hebron, Institut Català de la Salut, Barcelona, España; Universitat Autònoma de Barcelona (UAB), Barcelona, España
| | - I Riba-Llena
- Laboratori de Malalties Neurovasculars, Institut de Recerca Vall d'Hebron, Institut Català de la Salut, Barcelona, España; Universitat Autònoma de Barcelona (UAB), Barcelona, España
| | | | - A Beristain Iraola
- Vicomtech-IK4 Visual Interaction Communication Technologies, San Sebastián (Guipúzcoa), España
| | - I Barandiaran Martirena
- Vicomtech-IK4 Visual Interaction Communication Technologies, San Sebastián (Guipúzcoa), España
| | - S M Ruiz Bilbao
- Hospital Universitari Germans Trias i Pujol, Badalona (Barcelona), España
| | - P Torán Monserrat
- Unitat de Suport a la Recerca Metropolitana Nord, IDIAP Jordi Gol, Santa Coloma de Gramenet, Barcelona, España; Departament de Medicina, Universitat de Girona, Gerona, España
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21
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Ong YT, Hilal S, Cheung CYL, Xu X, Chen C, Venketasubramanian N, Wong TY, Ikram MK. Retinal vascular fractals and cognitive impairment. Dement Geriatr Cogn Dis Extra 2014; 4:305-13. [PMID: 25298774 PMCID: PMC4176466 DOI: 10.1159/000363286] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Background Retinal microvascular network changes have been found in patients with age-related brain diseases such as stroke and dementia including Alzheimer's disease. We examine whether retinal microvascular network changes are also present in preclinical stages of dementia. Methods This is a cross-sectional study of 300 Chinese participants (age: ≥60 years) from the ongoing Epidemiology of Dementia in Singapore study who underwent detailed clinical examinations including retinal photography, brain imaging and neuropsychological testing. Retinal vascular parameters were assessed from optic disc-centered photographs using a semiautomated program. A comprehensive neuropsychological battery was administered, and cognitive function was summarized as composite and domain-specific Z-scores. Cognitive impairment no dementia (CIND) and dementia were diagnosed according to standard diagnostic criteria. Results Among 268 eligible nondemented participants, 78 subjects were categorized as CIND-mild and 69 as CIND-moderate. In multivariable adjusted models, reduced retinal arteriolar and venular fractal dimensions were associated with an increased risk of CIND-mild and CIND-moderate. Reduced fractal dimensions were associated with poorer cognitive performance globally and in the specific domains of verbal memory, visuoconstruction and visuomotor speed. Conclusion A sparser retinal microvascular network, represented by reduced arteriolar and venular fractal dimensions, was associated with cognitive impairment, suggesting that early microvascular damage may be present in preclinical stages of dementia.
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Affiliation(s)
- Yi-Ting Ong
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore ; Department of NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore ; Department of Singapore Eye Research Institute, Singapore National Eye Center, Singapore
| | - Saima Hilal
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore ; Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore ; Department of Memory, Aging and Cognition Center, National University Health System, Singapore
| | - Carol Yim-Lui Cheung
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore ; Department of Singapore Eye Research Institute, Singapore National Eye Center, Singapore ; Department of Office of Clinical Sciences, Duke-NUS Graduate Medical School, Singapore
| | - Xin Xu
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore ; Department of Memory, Aging and Cognition Center, National University Health System, Singapore
| | - Christopher Chen
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore ; Department of Memory, Aging and Cognition Center, National University Health System, Singapore
| | | | - Tien Yin Wong
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore ; Department of Singapore Eye Research Institute, Singapore National Eye Center, Singapore ; Department of Office of Clinical Sciences, Duke-NUS Graduate Medical School, Singapore
| | - Mohammad Kamran Ikram
- Department of Singapore Eye Research Institute, Singapore National Eye Center, Singapore ; Department of Memory, Aging and Cognition Center, National University Health System, Singapore ; Department of Office of Clinical Sciences, Duke-NUS Graduate Medical School, Singapore
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22
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Rezende GP, Cecato J, Martinelli JE. Cognitive abilities screening instrument-short form, mini-mental state examination and functional activities questionnaire in the illiterate elderly. Dement Neuropsychol 2013; 7:410-415. [PMID: 29213866 PMCID: PMC5619503 DOI: 10.1590/s1980-57642013dn74000009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Dementia prevalence is increasing in developing countries due to population aging. Brief tests for assessing cognition and activities of daily living are very useful for the diagnosis of dementia by the clinician. Low education, particularly illiteracy, is a hindrance to the diagnosis of dementia in several regions of the world. OBJECTIVES To compare the Brazilian version of the Cognitive Abilities Screening Instrument-Short Form (CASI-S) with the Mini-Mental State Examination (MMSE) and Pfeffer Functional Activities Questionnaire (PFAQ) for the diagnosis of dementia in illiterate elderly. METHODS A cross-sectional study with illiterate elderly of both genders seen at the outpatient clinics of the Institute of Gerontology and Geriatrics Jundiaí, São Paulo state was performed. Spearman's correlation coefficient was used to correlate CASI-S, MMSE and PFAQ scores. RESULTS The sample comprised 29 elderly over 57 years old whose mean scores on the CASI-S (scores ranging from 3 to 23) and the MMSE (scores ranging from 2 to 23) were 11.69 and 12.83, respectively. There was a strong significant correlation between the CASI-S and MMSE (r=0.75, p<0.001) and a moderate correlation coefficient that was significant and negative between the PFAQ and CASI-S (r= -0.53 p=0.003),similar to that between the MMSE and PFAQ (r= -0.41 p=0.025). CONCLUSION The Brazilian version of the CASI-S demonstrates ease of application and correction in the illiterate elderly, and warrants further studies regarding its applicability for the diagnosis of dementia in populations with a heterogeneous educational background.
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Affiliation(s)
- Gabriela Pravatta Rezende
- Graduanda em Medicina, na Faculdade de Medicina de Jundiaí (FMJ). Participante da Liga Acadêmica de Cardiologia da FMJ, Liga Acadêmica de Neurologia da FMJ e Primeira Secretária da Liga de Geriatria e Gerontologia da FMJ, Jundiaí SP, Brazil
| | - Juliana Cecato
- Mestrado em Ciências da Saúde pela Faculdade de Medicina de Jundiaí (2013), possui graduação em Biologia pela Universidade São Francisco (2004) e Graduação em Psicologia pela Faculdade Anhanguera de Jundiaí (2012)., Jundiaí SP, Brazil
| | - José Eduardo Martinelli
- Doutorado em Educação pela Universidade Estadual de Campinas, Brasil (2008). Professor Colaborador da Faculdade de Medicina de Jundiaí, Brasil. Médico Responsável pela Disciplina de Geriatria e Gerontologia da FMJ e pelo Instituto de Geriatria e Gerontologia Comendador Hermenegildo Martinelli, Jundiaí SP, Brazil
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23
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Heringa SM, Bouvy WH, van den Berg E, Moll AC, Kappelle LJ, Biessels GJ. Associations between retinal microvascular changes and dementia, cognitive functioning, and brain imaging abnormalities: a systematic review. J Cereb Blood Flow Metab 2013; 33:983-95. [PMID: 23591648 PMCID: PMC3705441 DOI: 10.1038/jcbfm.2013.58] [Citation(s) in RCA: 97] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2013] [Revised: 03/18/2013] [Accepted: 03/19/2013] [Indexed: 01/06/2023]
Abstract
Retinal microvascular changes can be visualized noninvasively and have been associated with cognitive decline and brain changes in relation to aging and vascular disease. We systematically reviewed studies, published between 1990 and November 2012, on the association between retinal microvascular changes and dementia, cognitive functioning, and brain imaging abnormalities, in the context of aging and vascular risk factors. In cross-sectional studies (k=26), retinal microvascular changes were associated with the presence of dementia (range of odds ratios (ORs) 1.17;5.57), with modest decrements in cognitive functioning in nondemented people (effect sizes -0.25;0.03), and with brain imaging abnormalities, including atrophy and vascular lesions (ORs 0.94;2.95). Longitudinal studies were more sparse (k=9) and showed no consistent associations between retinal microvascular changes and dementia or cognitive dysfunctioning 3 to 15 years later (ORs and hazard ratios 0.77;1.55). However, there were indications of prospective associations with brain imaging abnormalities ((ORs) 0.81;3.19). In conclusion, particularly in cross-sectional studies there is a correlation between retinal microvascular changes and dementia, cognitive impairment, and brain imaging abnormalities. Associations are strongest for more severe retinal microvascular abnormalities. Retinal microvascular abnormalities may offer an important window on the brain for etiological studies.
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Affiliation(s)
- Sophie M Heringa
- Department of Neurology, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands.
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Ikram MK, Ong YT, Cheung CY, Wong TY. Retinal Vascular Caliber Measurements: Clinical Significance, Current Knowledge and Future Perspectives. Ophthalmologica 2013; 229:125-36. [DOI: 10.1159/000342158] [Citation(s) in RCA: 128] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2012] [Accepted: 07/01/2012] [Indexed: 11/19/2022]
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25
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Zhu XF, Peng JJ, Zou HD, Fu J, Wang WW, Xu X, Zhang X. Prevalence and risk factors of idiopathic epiretinal membranes in Beixinjing blocks, Shanghai, China. PLoS One 2012; 7:e51445. [PMID: 23251536 PMCID: PMC3519558 DOI: 10.1371/journal.pone.0051445] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2012] [Accepted: 11/01/2012] [Indexed: 02/01/2023] Open
Abstract
Background To determine the prevalence and risk factors associated with idiopathic epiretinal membranes (iERM) in a Chinese population aged 60 years or older in Beixinjing Blocks, Shanghai. Methods This population-based study consisted of 3727 participants (89.7% of the eligible). It was performed to describe the prevalence of iERM and possible demographic, systemic, and ocular factors associated with iERM. Each participant underwent a standardized interview and comprehensive ophthalmic examination. iERM was identified and graded from retinal photographs. Then, a case-control study comparing the participants with vs. without iERM was performed to further study the associations between iERM and blood biochemical test results (including fasting plasma glucose, serum creatinine, total cholesterol, and triglyceride), ocular biological parameters (including the axial length, corneal curvature, refractive diopter, intraocular press, and anterior chamber depth), and the data of optical coherence tomography. Results The prevalence of iERM was 1.02%. iERM was significantly associated with diabetes (OR: 2.457; 95% CI: 1.137, 5.309) and a higher level of education (OR: 1.48; 95% CI: 1.123, 1.952). Blood biochemical test results and ocular biological parameters showed no significant differences between the iERM and control groups, whereas the incidence of posterior vitreous detachment in the iERM group was much higher than in the control group (26.5% vs. 8.8%), but this difference was not statistically significant. Moreover, the eyes with iERM had poorer visual acuity than the eyes without iERM (P<0.05). Conclusions In Beixinjing Blocks, Shanghai, iERM was relatively rare, was associated with diabetes and a higher level of education, and caused a substantial decrease in visual acuity.
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Affiliation(s)
- Xiao-feng Zhu
- Department of Ophthalmology, Shanghai First People's Hospital, Affiliated Shanghai Jiaotong University, Shanghai, China
| | - Jin-juan Peng
- Department of Ophthalmology, Shanghai First People's Hospital, Affiliated Shanghai Jiaotong University, Shanghai, China
| | - Hai-dong Zou
- Department of Ophthalmology, Shanghai First People's Hospital, Affiliated Shanghai Jiaotong University, Shanghai, China
- * E-mail:
| | - Jiong Fu
- Beixinjing Community Health Service Center, Shanghai, China
| | - Wei-wei Wang
- Beixinjing Community Health Service Center, Shanghai, China
| | - Xun Xu
- Department of Ophthalmology, Shanghai First People's Hospital, Affiliated Shanghai Jiaotong University, Shanghai, China
| | - Xi Zhang
- Department of Ophthalmology, Shanghai First People's Hospital, Affiliated Shanghai Jiaotong University, Shanghai, China
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