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Meng Y, Yang X, Fan Y, Liu M, Zhou F, Wang Q, Lu Y, Zhu Y, Yan H. Association Between Hormone Levels and Retinopathy in Patients With Type 2 Diabetes: A Cross-Sectional Study. Transl Vis Sci Technol 2025; 14:17. [PMID: 39937169 PMCID: PMC11827861 DOI: 10.1167/tvst.14.2.17] [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: 04/07/2024] [Accepted: 01/09/2025] [Indexed: 02/13/2025] Open
Abstract
Purpose To explore the relationship between hormone levels and diabetic retinopathy (DR). Methods This cross-sectional study recruited 2432 patients with type 2 diabetes from Tianjin Medical University General Hospital between 2016 and 2019. Logistic regression was used to estimate the odds ratios (ORs) and 95% confidence intervals (CIs) for the association between hormone levels and DR. Results DR was diagnosed in 953 patients (39.19%), with no significant gender difference in prevalence. Among men, DR prevalence increased with testosterone level increasing (Q4 vs. Q1: odds ratio [OR] = 1.64; 95% confidence interval [CI], 1.11-2.41) but decreased with prolactin levels increasing (Q4 vs. Q1: OR = 0.65; 95% CI, 0.44-0.96). Among women, high follicle-stimulating hormone (FSH) (Q4 vs. Q1: OR = 2.22; 95% CI, 1.40-3.52) and luteinizing hormone (LH) levels (Q4 vs. Q1: OR = 1.77; 95% CI, 1.20-2.63) were linked with increased DR prevalence. No associations were found in premenopausal women, but postmenopausal women with high prolactin level had increased DR prevalence (Q2 vs. Q1: OR = 1.56; 95% CI, 1.01-2.19). Dose-response relationships were suggested for FSH (P = 0.087) and testosterone (P = 0.088) with DR prevalence, though caution is advised due to the risk of type I error arising from multiple comparisons. Other risk factors included low body mass index (OR = 0.98), smoking (OR = 1.32), long diabetes duration (OR = 1.02), and high systolic blood pressure (OR = 1.01). Conclusions Prolactin (negatively) and testosterone (positively) were correlated with DR risk in men. FSH and testosterone showed suggestive dose-response relationship with DR prevalence in postmenopausal women. Further research is needed for type 1 diabetes. Translational Relevance Sex hormones play a crucial role in DR development, affecting men and women differently.
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Affiliation(s)
- Yu Meng
- Department of Ophthalmology, Tianjin Medical University General Hospital Airport Hospital, Tianjin, China
| | - Xueli Yang
- Department of Ophthalmology, Tianjin Medical University General Hospital, Tianjin, China
- Department of Ophthalmology, The First Affiliated Hospital of Dali University, Yunnan Province, China
| | - Yuxin Fan
- Department of Endocrinology, Tianjin Medical University General Hospital, Tianjin, China
| | - Ming Liu
- Department of Endocrinology, Tianjin Medical University General Hospital, Tianjin, China
| | - Fengqi Zhou
- Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Qihua Wang
- Department of Ophthalmology, Tianjin Medical University General Hospital, Tianjin, China
| | - Yuezhu Lu
- Department of Ophthalmology, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Yun Zhu
- Department of Epidemiology & Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China
| | - Hua Yan
- Department of Ophthalmology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Ocular Trauma, Tianjin Medical University, Tianjin, China
- Laboratory of Molecular Ophthalmology, Tianjin Medical University, Tianjin, China
- School of Medicine, Nankai University, Tianjin, China
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Rahmati M, Smith L, Lee H, Boyer L, Fond G, Yon DK, Lee H, Soysal P, Udeh R, Dolja-Gore X, McEVoy M, Piyasena MP, Pardhan S. Associations between vision impairment and eye diseases with dementia, dementia subtypes and cognitive impairment: An umbrella review. Ageing Res Rev 2024; 101:102523. [PMID: 39369799 DOI: 10.1016/j.arr.2024.102523] [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: 08/02/2024] [Revised: 09/24/2024] [Accepted: 09/25/2024] [Indexed: 10/08/2024]
Abstract
Vision impairment (VI) and eye diseases such as age-related macular degeneration (AMD), diabetic retinopathy (DR), glaucoma and cataract have been reported to be associated with cognitive impairment and dementia, however, to date, very little attempt has been made to collate and synthesizes such literature. Therefore, the aim of this umbrella review is to systematically assesses the credibility and certainty of evidence of associations between vision impairment (VI) and eye diseases with cognitive impairment, dementia and dementia subtypes. We conducted an umbrella review of meta-analyses by screening articles in any language in PubMed, MEDLINE (Ovid), EMBASE, Web of Science, Cochrane CENTRAL and CDSR published from database inception up to May 30, 2024. Quality appraisal of each included original meta-analysis was assessed using A Measurement Tool for Assessing Systematic Reviews 2 (AMSTAR2). The certainty of the evidence was based on statistical significance, study size, heterogeneity, small study effects, prediction intervals (PI), and bias. We followed an a-priori protocol registered with PROSPERO (CRD42024564249). We identified 13 meta-analyses (AMSTAR 2; high accuracy of the findings 1, moderate 10, and low 2) that included 232 original articles based on 99,337,354 participants. Overall, no evidence was highly suggestive or convincing. Suggestive evidence was found for associations between cataract and dementia (equivalent odds ratio [eOR] 1.20, 95 %CI, 1.16-1.25), cataract and Alzheimer's disease (eOR 1.21, 95 %CI, 1.15-1.28), and AMD and Alzheimer's disease (eOR 1.27, 95 %CI, 1.27-1.27). Weak evidence was found for associations between VI and dementia (eOR 1.50, 95 %CI, 1.23-1.84), DR and dementia (eOR 1.33, 95 %CI, 1.17-1.50), cataract and vascular dementia (eOR 1.26, 95 %CI, 1.09-1.45), VI identified by cross-sectional studies and cognitive impairment (eOR 2.37, 95 %CI, 2.31-2.44), and VI identified by objective measures and cognitive impairment (eOR 1.56, 95 %CI, 1.12-2.18). The observed suggestive level of evidence for the relationship between eye disease and dementia (as well as dementia subtypes) suggests that policy and interventions to aid in the prevention and management of eye disease may also aid in the prevention of dementia syndrome. Where the level of evidence is weak, further studies are needed with stronger methodological approaches.
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Affiliation(s)
- Masoud Rahmati
- CEReSS-Health Service Research and Quality of Life Center, Assistance Publique-Hopitaux de Marseille, Aix-Marseille University, Marseille, France; Department of Physical Education and Sport Sciences, Faculty of Literature and Human Sciences, Lorestan University, Khoramabad, Iran; Department of Physical Education and Sport Sciences, Faculty of Literature and Humanities, Vali-E-Asr University of Rafsanjan, Rafsanjan, Iran.
| | - Lee Smith
- Centre for Health, Performance, and Wellbeing, Anglia Ruskin University, Cambridge, United Kingdom.
| | - Hyeri Lee
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, Republic of Korea.
| | - Laurent Boyer
- CEReSS-Health Service Research and Quality of Life Center, Assistance Publique-Hopitaux de Marseille, Aix-Marseille University, Marseille, France.
| | - Guillaume Fond
- CEReSS-Health Service Research and Quality of Life Center, Assistance Publique-Hopitaux de Marseille, Aix-Marseille University, Marseille, France.
| | - Dong Keon Yon
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, Republic of Korea; Department of Pediatrics, Kyung Hee University College of Medicine, Seoul, Republic of Korea.
| | - Hayeon Lee
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, Republic of Korea.
| | - Pinar Soysal
- Department of Geriatric Medicine, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey.
| | - Raphael Udeh
- School of Life Sciences, Faculty of Science, University of Technology Sydney, Ultimo, NSW 2007, Australia.
| | - Xenia Dolja-Gore
- School of Medicine and Public Health, University of Newcastle, NSW, Australia.
| | - Mark McEVoy
- School of Medicine and Public Health, University of Newcastle, NSW, Australia; La Trobe Rural Health School, College of Science, Health and Engineering, La Trobe University, VIC, Australia.
| | - Mapa Prabhath Piyasena
- Vision and Eye Research Institute, School of Medicine, Anglia Ruskin University, Young Street, Cambridge, United Kingdom.
| | - Shahina Pardhan
- Vision and Eye Research Institute, School of Medicine, Anglia Ruskin University, Young Street, Cambridge, United Kingdom; Centre for Inclusive Community Eye Health, Anglia Ruskin University, Cambridge, United Kingdom.
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Chan VTT, Ran AR, Wagner SK, Hui HYH, Hu X, Ko H, Fekrat S, Wang Y, Lee CS, Young AL, Tham CC, Tham YC, Keane PA, Milea D, Chen C, Wong TY, Mok VCT, Cheung CY. Value proposition of retinal imaging in Alzheimer's disease screening: A review of eight evolving trends. Prog Retin Eye Res 2024; 103:101290. [PMID: 39173942 PMCID: PMC11767958 DOI: 10.1016/j.preteyeres.2024.101290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 08/13/2024] [Accepted: 08/15/2024] [Indexed: 08/24/2024]
Abstract
Alzheimer's disease (AD) is the leading cause of dementia worldwide. Current diagnostic modalities of AD generally focus on detecting the presence of amyloid β and tau protein in the brain (for example, positron emission tomography [PET] and cerebrospinal fluid testing), but these are limited by their high cost, invasiveness, and lack of expertise. Retinal imaging exhibits potential in AD screening and risk stratification, as the retina provides a platform for the optical visualization of the central nervous system in vivo, with vascular and neuronal changes that mirror brain pathology. Given the paradigm shift brought by advances in artificial intelligence and the emergence of disease-modifying therapies, this article aims to summarize and review the current literature to highlight 8 trends in an evolving landscape regarding the role and potential value of retinal imaging in AD screening.
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Affiliation(s)
- Victor T T Chan
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China; Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, Hong Kong SAR, China
| | - An Ran Ran
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Siegfried K Wagner
- NIHR Biomedical Research Center at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Herbert Y H Hui
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Xiaoyan Hu
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Ho Ko
- Division of Neurology, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China; Gerald Choa Neuroscience Institute, Margaret K.L. Cheung Research Centre for Management of Parkinsonism, Therese Pei Fong Chow Research Centre for Prevention of Dementia, Lui Che Woo Institute of Innovative Medicine, Li Ka Shing Institute of Health Science, Lau Tat-chuen Research Centre of Brain Degenerative Diseases in Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Sharon Fekrat
- Departments of Ophthalmology and Neurology, Duke University School of Medicine, Durham, NC, USA
| | - Yaxing Wang
- Beijing Institute of Ophthalmology, Beijing Ophthalmology and Visual Science Key Lab, Beijing Tongren Hospital, Capital University of Medical Science, Beijing, China
| | - Cecilia S Lee
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
| | - Alvin L Young
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China; Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, Hong Kong SAR, China
| | - Clement C Tham
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Yih Chung Tham
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Pearse A Keane
- NIHR Biomedical Research Center at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Dan Milea
- Singapore National Eye Centre, Singapore
| | - Christopher Chen
- Memory Aging & Cognition Centre, National University Health System, Singapore; Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Tien Yin Wong
- Tsinghua Medicine, Tsinghua University, Beijing, China
| | - Vincent C T Mok
- Division of Neurology, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China; Gerald Choa Neuroscience Institute, Margaret K.L. Cheung Research Centre for Management of Parkinsonism, Therese Pei Fong Chow Research Centre for Prevention of Dementia, Lui Che Woo Institute of Innovative Medicine, Li Ka Shing Institute of Health Science, Lau Tat-chuen Research Centre of Brain Degenerative Diseases in Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Carol Y Cheung
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China.
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Nguyen ML, Wong D, Barson E, Staunton E, Fisher CA. Cognitive dysfunction in diabetes-related foot complications: A cohort study. J Diabetes Metab Disord 2024; 23:1017-1038. [PMID: 38932904 PMCID: PMC11196439 DOI: 10.1007/s40200-023-01381-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 12/21/2023] [Indexed: 06/28/2024]
Abstract
Objective Mild-moderate cognitive impairment has been identified in general diabetes, and early evidence indicates cognitive reductions may be more pronounced in those with diabetes-related foot complications (DRFC). Cognitive difficulties may impede treatment engagement and self-management. This requires further explication to optimise patient care and outcomes. The current study aimed to characterise cognitive function in people with DRFC using comprehensive cognitive measures. Method This cross-sectional cohort study recruited 80 adult participants (M age = 63.38, SD = 11.40, range = 30 - 89) from the Royal Melbourne Hospital Diabetic Foot Unit in Victoria, Australia, all with DRFC. Each completed a comprehensive cognitive battery (memory, attention, executive functions) and scores were calculated using age-matched population norms, where available. Results On the majority of tasks, DRFC participants performed significantly worse than age-matched norms, with the largest decrements seen in inhibition control, verbal memory, verbal abstract reasoning and working memory. Small to moderate reductions were also seen in visual learning, verbal fluency, processing speed and premorbid functioning. Demographic (lower education, male gender) and clinical factors (higher HbA1c, macrovascular and microvascular disease, longer diabetes duration) were associated with poorer cognitive functioning. Conclusions Marked reductions in cognitive functioning were found in individuals with DRFC, predominantly in the domains of verbal memory and executive functioning. Lower education, male gender and indicators of diabetes severity, such as vascular disease, are associated with heightened risk for poorer cognitive functioning. As DRFCs are a serious complication with devastating outcomes if not successfully managed, cognitive barriers to self-management must be addressed to optimise treatment. Supplementary Information The online version contains supplementary material available at 10.1007/s40200-023-01381-4.
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Affiliation(s)
- Mai Loan Nguyen
- School of Psychology and Public Health, La Trobe University, Bundoora, VIC 3086 Australia
| | - Dana Wong
- School of Psychology and Public Health, La Trobe University, Bundoora, VIC 3086 Australia
| | - Elizabeth Barson
- Psychosocial Oncology Program, Peter MacCallum Cancer Centre, Grattan Street, Parkville Victoria, 3052 Australia
| | - Eva Staunton
- Allied Health – Podiatry, The Royal Melbourne Hospital, Grattan Street, Parkville Victoria, 3052 Australia
| | - Caroline A. Fisher
- School of Psychology and Public Health, La Trobe University, Bundoora, VIC 3086 Australia
- Allied Health – Psychology, 4 North, The Royal Melbourne Hospital, 300 Grattan Street, Parkville Victoria, 3052 Australia
- The Melbourne Clinic, 130 Church St, Richmond Victorian, 3121 Australia
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Wang L, Sang B, Zheng Z. The risk of dementia or cognitive impairment in patients with cataracts: a systematic review and meta-analysis. Aging Ment Health 2024; 28:11-22. [PMID: 37416949 DOI: 10.1080/13607863.2023.2226616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 06/04/2023] [Indexed: 07/08/2023]
Abstract
OBJECTIVES The aim of this study was to investigate whether cataract disease is associated with the risk of developing dementia or cognitive impairment. METHODS A systematic search of the literature in PubMed, the Extracts Database (Embase), the Cochrane Library and the Web of Science databases was performed from the inception data of each database until 1 September 2022. Sensitivity analyses were performed to assess the robustness and reliability of the overall findings. All extracted data were statistically analyzed using Stata software v.16.0. Publication bias was assessed using funnel plots and the Egger test. RESULTS There were 11 publications included in this study, which consisted of 489,211participants, spanning 10 countries from 2012 to 2022. Aggregation suggested that cataracts were associated with cognitive impairment (odds ratio [OR] = 1.32; 95% CI: 1.21-1.43; I 2 = 45.4.%; p = 0.000). The presence of cataracts is significantly associated with an increased risk of developing all-cause dementia (relative risk [RR] = 1.17; 95% CI: 1.08-1.26; I2 = 0.0%; p = 0.000). In subgroup analyses, having cataracts may increase the risk of Alzheimer's disease (hazard ratio [HR] = 1.28; 95% CI: 1.13-1.45; I2 = 0.0%; p = 0.000) and vascular dementia (HR = 1.35; 95% CI = 1.06-1.73; I2 = 0.0%, p = 0.015). The data from the Egger's test showed no significant evidence of publication bias. CONCLUSIONS Cataracts are associated with the risk of cognitive impairment and dementia, including Alzheimer's disease, and vascular dementia.
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Affiliation(s)
- Luping Wang
- Heilongjiang University of Traditional Chinese Medicine, Harbin, China
| | - Bowen Sang
- Heilongjiang University of Traditional Chinese Medicine, Harbin, China
| | - Zuyan Zheng
- Department of Acupuncture, The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, China
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Feng J, Huang C, Liang L, Li C, Wang X, Ma J, Guan X, Jiang B, Huang S, Qin P. The Association Between Eye Disease and Incidence of Dementia: Systematic Review and Meta-Analysis. J Am Med Dir Assoc 2023; 24:1363-1373.e6. [PMID: 37527793 DOI: 10.1016/j.jamda.2023.06.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 06/16/2023] [Accepted: 06/17/2023] [Indexed: 08/03/2023]
Abstract
OBJECTIVES To better demonstrate the relationship between common eye diseases and the risk of dementia, we conducted a systematic review and meta-analysis of cohort studies to investigate the relationship between common eye diseases and dementia. DESIGN Systematic review and meta-analysis. SETTING AND PARTICIPANTS Patients with common eye diseases. METHODS We conducted a systematic search of articles published up to August 25, 2022, of online databases including PubMed, EMBASE, and Web of Science. We included cohort studies that evaluated the association of glaucoma, age-related macular degeneration (AMD), diabetic retinopathy (DR), and cataracts with all-cause dementia, Alzheimer's disease (AD), and vascular dementia (VaD). Relative risks (RRs) and 95% CIs were pooled using random effects model, and heterogeneity was assessed by the I2 statistic. Subgroup analysis and sensitivity analysis were also performed. RESULTS In total, 25 studies were included in the meta-analysis, with a total of 11,410,709 participants. Pooled estimates suggested an increased risk of all-cause dementia associated with AMD (RR, 1.29; 95% CI, 1.13-1.48), glaucoma (RR, 1.16; 95% CI, 1.03-1.32), DR (RR, 1.40; 95% CI, 1.21-1.63), and cataract (RR,1.23; 95% CI, 1.09-1.40); an increased risk of AD associated with AMD (RR, 1.27; 95% CI, 1.06-1.52), glaucoma (RR, 1.18; 95% CI, 1.02-1.38), DR (RR, 1.21; 95% CI, 1.04-1.41), and cataracts (RR,1.22; 95% CI, 1.07-1.38). No association was observed between incident VaD and any eye diseases. The results of subgroup analyses were consistent with those in meta-analysis of DR and risk of all-cause dementia. Meta-regressions suggested geographic regions as potential sources of heterogeneity for the association between AMD and all-cause dementia, AMD and AD, glaucoma and dementia, glaucoma, and AD, respectively. CONCLUSIONS AND IMPLICATIONS AMD, glaucoma, DR, and cataract may be associated with an increased risk of all-cause dementia and AD, but not VaD. However, the results should be interpreted cautiously because of the high heterogeneity and unstable findings in some subgroup analyses.
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Affiliation(s)
- Jiayi Feng
- Center for Clinical Epidemiology and Evidence-based Medicine, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China; College of Medicine, Shantou University, Shantou, Guangdong, China
| | - Cuihong Huang
- Center for Clinical Epidemiology and Evidence-based Medicine, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China; Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Lei Liang
- Center for Clinical Epidemiology and Evidence-based Medicine, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China
| | - Chuang Li
- Center for Clinical Epidemiology and Evidence-based Medicine, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China; College of Medicine, Shantou University, Shantou, Guangdong, China
| | - Xiaojie Wang
- Department of Neurology, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China
| | - Jianping Ma
- Center for Clinical Epidemiology and Evidence-based Medicine, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China
| | - Xinhui Guan
- Ophthalmology Department, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China
| | - Bin Jiang
- Department of Neurology, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China
| | - Shaofen Huang
- Department of Public Health, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China
| | - Pei Qin
- Center for Clinical Epidemiology and Evidence-based Medicine, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, Guangdong, China.
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