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Sharon Y, Shochat T, Rudman Y, Kushnir S, Zahavi A, Shimon I, Fleseriu M, Akirov A. Higher risk and earlier onset glaucoma in Cushing's syndrome. Acta Ophthalmol 2025; 103:e176-e182. [PMID: 39498529 PMCID: PMC11986393 DOI: 10.1111/aos.16787] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Accepted: 10/23/2024] [Indexed: 02/07/2025]
Abstract
PURPOSE Glaucoma incidence in patients with endogenous Cushing's syndrome (CS) has never been established. We aim to assess the risk for glaucoma among CS patients compared to controls and determine the age of disease onset. METHODS A nationwide retrospective matched-cohort study of patients with endogenous CS diagnosed between 2000 and 2023. Patients with CS were matched in a 1:5 ratio, with a control group individually matched for age, sex, socioeconomic status and body mass index. Main outcomes were the incidence of glaucoma and disease onset. RESULTS A total of 609 patients [396 women (65%); mean age 48.1 ± 17 years] were included in the CS group and 3018 controls. Follow-up duration was 14.6 years (IQR 9.8-20.2) for the study group. The aetiology of hypercortisolism was divided into pituitary (259, 42.6%), adrenal (206, 33.8%) and unconfirmed aetiology (144, 23.6%) patients. At baseline, 44 (7.2%) CS patients had a diagnosis of glaucoma, compared with 151 (5%) controls. The overall risk for glaucoma was 74% higher in patients with CS compared with matched controls (hazard ratio = 1.74, p = 0.002). Patients with CS who developed glaucoma were younger (mean age of 62 ± 14.7 years) than controls (mean age of 66 ± 11.3 years), (p = 0.02) [Correction added on 1 February 2025, after first online publication: The mean age has been corrected in the preceding sentence]. The overall risk for glaucoma in CS was high for both patients in remission and patients with persistent hypercortisolism (p = 0.048). Patients with active hypercortisolism experienced an earlier glaucoma onset (82.1 ± 88.0 months). CONCLUSIONS Endogenous CS is associated with increased risk for glaucoma regardless of remission status and develops at a younger age compared with the general population.
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Affiliation(s)
- Yael Sharon
- Ophthalmology DepartmentBeilinson Hospital, Rabin Medical CenterPetah TikvaIsrael
- Faculty of MedicineTel Aviv UniversityTel AvivIsrael
| | - Tzipora Shochat
- Biostatistics Unit, Rabin Medical CenterBeilinson HospitalPetah TikvaIsrael
| | - Yaron Rudman
- Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Institute of EndocrinologyBeilinson Hospital, Rabin Medical CenterPetah TikvaIsrael
| | - Shiri Kushnir
- Research AuthorityRabin Medical Center, Beilinson HospitalPetah TikvaIsrael
| | - Alon Zahavi
- Ophthalmology DepartmentBeilinson Hospital, Rabin Medical CenterPetah TikvaIsrael
- Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Laboratory of eye ResearchFelsenstein Medical Research CenterPetach TikvaIsrael
| | - Ilan Shimon
- Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Institute of EndocrinologyBeilinson Hospital, Rabin Medical CenterPetah TikvaIsrael
| | - Maria Fleseriu
- Pituitary Center, Departments of Medicine and Neurological SurgeryOregon Health & Science UniversityPortlandOregonUSA
| | - Amit Akirov
- Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Institute of EndocrinologyBeilinson Hospital, Rabin Medical CenterPetah TikvaIsrael
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Landau Prat D, Zloto O, Kapelushnik N, Leshno A, Klang E, Sina S, Segev S, Soudry S, Ben Simon GJ. Big Data Analysis of Glaucoma Prevalence in Israel. J Glaucoma 2023; 32:962-967. [PMID: 37566879 DOI: 10.1097/ijg.0000000000002281] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 07/10/2023] [Indexed: 08/13/2023]
Abstract
PRCIS The prevalence of glaucoma in the adult population included in this study was 2.3%. Normal values of routine eye examinations are provided including age and sex variations. PURPOSE The purpose of this study was to analyze the prevalence of glaucoma in a very large database. METHODS Retrospective analysis of medical records of patients examined at the Medical Survey Institute of a tertiary care university referral center between 2001 and 2020. A natural language process (NLP) algorithm identified patients with a diagnosis of glaucoma. The main outcome measures included the prevalence and age distribution of glaucoma. The secondary outcome measures included the prevalence and distribution of visual acuity (VA), intraocular pressure (IOP), and cup-to-disc ratio (CDR). RESULTS Data were derived from 184,589 visits of 36,762 patients (mean age: 52 y, 68% males). The NLP model was highly sensitive in identifying glaucoma, achieving an accuracy of 94.98% (area under the curve=93.85%), and 633 of 27,517 patients (2.3%) were diagnosed as having glaucoma with increasing prevalence in older age. The mean VA was 20/21, IOP 14.4±2.84 mm Hg, and CDR 0.28±0.16, higher in males. The VA decreased with age, while the IOP and CDR increased with age. CONCLUSIONS The prevalence of glaucoma in the adult population included in this study was 2.3%. Normal values of routine eye examinations are provided including age and sex variations. We proved the validity and accuracy of the NLP model in identifying glaucoma.
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Affiliation(s)
- Daphna Landau Prat
- Goldschleger Eye Surveillance Institution & Medical Screening Institute
- Talpiot Medical Leadership Program, Sheba Medical Center
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv
| | - Ofira Zloto
- Goldschleger Eye Surveillance Institution & Medical Screening Institute
- Talpiot Medical Leadership Program, Sheba Medical Center
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv
| | - Noa Kapelushnik
- Goldschleger Eye Surveillance Institution & Medical Screening Institute
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv
| | - Ari Leshno
- Goldschleger Eye Surveillance Institution & Medical Screening Institute
- Talpiot Medical Leadership Program, Sheba Medical Center
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv
| | - Eyal Klang
- Talpiot Medical Leadership Program, Sheba Medical Center
- The Sami Sagol AI Hub, ARC Innovation Center, Sheba Medical Center
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv
| | - Sigal Sina
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv
| | - Shlomo Segev
- Institute for Medical Screening, Chaim Sheba Medical Center
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv
| | | | - Guy J Ben Simon
- Goldschleger Eye Surveillance Institution & Medical Screening Institute
- Talpiot Medical Leadership Program, Sheba Medical Center
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv
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3
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Zhang Y, Hao J, Zhang Q, Wang J, Li SZ, Thomas R, Wang NL. Five-year incidence of primary glaucoma and related risk factors - The Handan eye study. Acta Ophthalmol 2023; 101:e50-e60. [PMID: 35822411 PMCID: PMC10084341 DOI: 10.1111/aos.15216] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 06/29/2022] [Accepted: 06/30/2022] [Indexed: 01/25/2023]
Abstract
PURPOSE To determine the 5-year incidence of primary glaucoma and its associated risk factors in rural northern China. METHODS Population-based cohort study. A total of 5184 participants aged 30 years and older, without glaucoma at baseline, were subjected to comprehensive standardized interviews and ophthalmic and systemic examinations at baseline and after a 5-year interval in the Handan Eye Study. Incident glaucoma was diagnosed by a consensus panel of five senior glaucoma specialists. Univariate and multivariable logistic regression analyses were performed to identify the baseline risk factors that could predict the incidence of glaucoma. RESULTS During the 5-year follow-up, incident primary glaucoma developed in 82 subjects (1.6%; 95% confidence interval [CI], 1.2%-1.9%). The age- and gender-standardized incidence of glaucoma among subjects ≥40 years old was 2.1% (0.4% annually), calculated according to the 2010 Chinese census. A higher age (odds ratio [OR], 1.06; 95% CI, 1.04-1.09; p < 0.001), higher intraocular pressure (IOP) (OR, 1.11; 95% CI, 1.02-1.20; p = 0.017), and vertical cup disc ratio (VCDR) ≥ 0.60 (OR, 5.30; 95% CI, 3.22-8.73; p < 0.001) were found to be associated with an increased risk of incident glaucoma. For each year, older age and each mmHg higher IOP, the risks of primary glaucoma increased by 1.2% and 2.0% per year, respectively. CONCLUSION We reported the 5-year incidence of primary glaucoma in a rural Chinese population and found that older age, higher IOP, and VCDR ≥ 0.60 at baseline could help in identifying those at highest risk of disease development.
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Affiliation(s)
- Ye Zhang
- Beijing Tongren Eye Center, Beijing Key Laboratory of Ophthalmology and Visual Science, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Jie Hao
- Beijing Tongren Eye Center, Beijing Key Laboratory of Ophthalmology and Visual Science, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Qing Zhang
- Beijing Tongren Eye Center, Beijing Key Laboratory of Ophthalmology and Visual Science, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Beijing Institute of Ophthalmology, Beijing, China
| | - Jin Wang
- Beijing Tongren Eye Center, Beijing Key Laboratory of Ophthalmology and Visual Science, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Beijing Institute of Ophthalmology, Beijing, China
| | - Si Zhen Li
- Nanjing Tongren Hospital, Jiangsu, China
| | - Ravi Thomas
- Oxford Eye Center, Brisbane, Queensland, Australia.,University of Queensland, Brisbane, Queensland, Australia
| | - Ning Li Wang
- Beijing Tongren Eye Center, Beijing Key Laboratory of Ophthalmology and Visual Science, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Beijing Institute of Ophthalmology, Beijing, China
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Agmon S, Gillis P, Horvitz E, Radinsky K. Gender-sensitive word embeddings for healthcare. J Am Med Inform Assoc 2021; 29:415-423. [PMID: 34918101 DOI: 10.1093/jamia/ocab279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 11/30/2021] [Accepted: 12/10/2021] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE To analyze gender bias in clinical trials, to design an algorithm that mitigates the effects of biases of gender representation on natural-language (NLP) systems trained on text drawn from clinical trials, and to evaluate its performance. MATERIALS AND METHODS We analyze gender bias in clinical trials described by 16 772 PubMed abstracts (2008-2018). We present a method to augment word embeddings, the core building block of NLP-centric representations, by weighting abstracts by the number of women participants in the trial. We evaluate the resulting gender-sensitive embeddings performance on several clinical prediction tasks: comorbidity classification, hospital length of stay prediction, and intensive care unit (ICU) readmission prediction. RESULTS For female patients, the gender-sensitive model area under the receiver-operator characteristic (AUROC) is 0.86 versus the baseline of 0.81 for comorbidity classification, mean absolute error 4.59 versus the baseline of 4.66 for length of stay prediction, and AUROC 0.69 versus 0.67 for ICU readmission. All results are statistically significant. DISCUSSION Women have been underrepresented in clinical trials. Thus, using the broad clinical trials literature as training data for statistical language models could result in biased models, with deficits in knowledge about women. The method presented enables gender-sensitive use of publications as training data for word embeddings. In experiments, the gender-sensitive embeddings show better performance than baseline embeddings for the clinical tasks studied. The results highlight opportunities for recognizing and addressing gender and other representational biases in the clinical trials literature. CONCLUSION Addressing representational biases in data for training NLP embeddings can lead to better results on downstream tasks for underrepresented populations.
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Affiliation(s)
- Shunit Agmon
- Computer Science Faculty, Technion - Israel Institute of Technology, Haifa, Israel
| | - Plia Gillis
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Kira Radinsky
- Computer Science Faculty, Technion - Israel Institute of Technology, Haifa, Israel
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5
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Torabi R, Harris A, Siesky B, Zukerman R, Oddone F, Mathew S, Januleviciene I, Vercellin ACV. Prevalence Rates and Risk Factors for Primary Open Angle Glaucoma in the Middle East. J Ophthalmic Vis Res 2021; 16:644-656. [PMID: 34840687 PMCID: PMC8593541 DOI: 10.18502/jovr.v16i4.9755] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 09/09/2021] [Indexed: 12/16/2022] Open
Abstract
Glaucoma is a multifactorial disease and a leading cause of irreversible blindness worldwide. Current data has demonstrated the approximate distribution of primary open-angle glaucoma (POAG) in patients of European, African, Hispanic, and Eastern Asian descent. However, a significant gap in the literature exists regarding the prevalence of POAG in Middle Eastern (ME) populations. Current studies estimate ME POAG prevalence based on a European model. Herein we screened 65 total publications on ME prevalence of POAG and specific risk factors using keywords: "glaucoma", "prevalence", "incidence", "risk factor", "Middle East", "Mideast", "Persian", "Far East", as well as searching by individual ME countries through PubMed, Embase, Ovid, Scopus, and Trip searches with additional reference list searches from relevant articles published up to and including March 1, 2021. Fifty qualifying records were included after 15 studies identified with low statistical power, confounding co-morbid ophthalmic diseases, and funding bias were excluded. Studies of ME glaucoma risk factors that identify chromosomes, familial trend, age/gender, socioeconomic status, lifestyle, intraocular pressure, vascular influences, optic disc hemorrhage, cup-to-disc ratio, blood pressure, obstructive sleep apnea, and diabetes mellitus were included in this systematic review. We conclude that the prevalence of POAG in the ME is likely higher than the prevalence rate that European models suggest, with ME specific risk factors likely playing a role. However, these findings are severely limited by the paucity of population-level data in the ME. Well-designed, longitudinal population-based studies with rigorous inclusion and exclusion criteria are ultimately needed to accurately assess the epidemiology and specific mechanistic risk factors of glaucoma in ME populations.
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Affiliation(s)
- Rana Torabi
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana, University School of Medicine, Indianapolis, IN, USA
| | - Alon Harris
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Brent Siesky
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ryan Zukerman
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
- University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Sunu Mathew
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana, University School of Medicine, Indianapolis, IN, USA
| | - Ingrida Januleviciene
- Eye Clinic of Medical Academy of Lithuanian University of Health Sciences, Kaunas, Lithuania
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Hamood R, Tirosh M, Fallach N, Chodick G, Eisenberg E, Lubovsky O. Prevalence and Incidence of Osteoarthritis: A Population-Based Retrospective Cohort Study. J Clin Med 2021; 10:4282. [PMID: 34575394 PMCID: PMC8468886 DOI: 10.3390/jcm10184282] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 09/12/2021] [Accepted: 09/14/2021] [Indexed: 01/06/2023] Open
Abstract
While trends data of osteoarthritis (OA) are accumulating, primarily from Western Europe and the US, a gap persists in the knowledge of OA epidemiology in Middle Eastern populations. This study aimed to explore the prevalence, incidence, correlations, and temporal trends of OA in Israel during 2013-2018, using a nationally representative primary care database. On 31 December 2018, a total of 180,126 OA patients were identified, representing a point prevalence of 115.3 per 1000 persons (95% CI, 114.8-115.8 per 1000 persons). Geographically, OA prevalence was not uniformly distributed, with the Southern and Northern peripheral districts having a higher prevalence than the rest of the Israeli regions. OA incidence increased over time from 7.36 per 1000 persons (95% CI 6.21-7.50 per 1000 persons) in 2013 to 8.23 per 1000 persons (95% CI 8.09-8.38 per 1000 persons) in 2017 (p-value for trend = 0.02). The incidence was lowest in patients under 60 years (in both sexes) and peaked at 60-70 years. In older ages, the incidence leveled off in men and declined in women. The growing risk of OA warrants a greater attention to timely preventive and therapeutic interventions. Further population-based studies in the Middle East are needed to identify modifiable risk factors for timely preventive and therapeutic interventions.
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Affiliation(s)
- Rola Hamood
- Medical Affairs Pfizer Inc., Herzliya 4672509, Israel;
| | | | - Noga Fallach
- Kahn-Sagol-Maccabi Research and Innovation Institute, Maccabi Healthcare Services, Tel Aviv 6812509, Israel; (N.F.); (G.C.)
| | - Gabriel Chodick
- Kahn-Sagol-Maccabi Research and Innovation Institute, Maccabi Healthcare Services, Tel Aviv 6812509, Israel; (N.F.); (G.C.)
- Sackler School of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Elon Eisenberg
- The Ruth and Bruce Rappaport Faculty of Medicine, Technion—Israel Institute of Technology, Rambam Health Care Campus, Haifa 3525433, Israel;
| | - Omri Lubovsky
- Barzilai Medical Center Ashkelon Israel, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel;
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Zehavi-Dorin T, Nahum N, Ben-Artsi E, Levkovitch-Verbin H. Exfoliation syndrome: association with systemic diseases-the Maccabi glaucoma study. Graefes Arch Clin Exp Ophthalmol 2021; 259:3027-3034. [PMID: 34169352 DOI: 10.1007/s00417-021-05241-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 05/05/2021] [Accepted: 05/11/2021] [Indexed: 11/28/2022] Open
Abstract
PURPOSE To investigate the relationship between exfoliation syndrome (XFS) and systemic diseases. METHODS A population-based, retrospective study with control group was conducted using the electronic medical database of Maccabi Health Services, the second largest Health Maintenance Organization (HMO) in Israel. Study population included Maccabi members from January 2003 to April 2016. Cases consisted of patients diagnosed with XFS regardless of glaucoma. The control group included Maccabi members without XFS, matched on age, sex, and ancestry, that were examined by an ophthalmologist within the last year. MAIN OUTCOME MEASURES Associations between XFS and systemic diseases. RESULTS We identified 16,388 patients with XFS, in whom 40.3% (n = 6613) had glaucoma. The control group included 14,015 patients. Mean age was 78.3 ± 8.9 years and 76.2 ± 8.5 years for the XFS and control group, respectively. In unconditional logistic regression analyses, after adjusting for age, sex, and ancestry, XFS was significantly associated with risk of cardiovascular diseases including hypertension (OR 1.07, 95% CI 1.01-1.13, p = 0.02), myocardial infarction (OR 1.21, 95% CI 1.17-1.31, p < 0.0001), and congestive heart failure (OR 1.70, 95% CI 1.55-1.88, p < 0.0001) as well as higher risk for high creatinine (OR 1.28, 95% CI 1.2-1.37, p < 0.0001). Diabetes mellitus and body mass index were inversely associated with XFS (OR 0.70, 95% CI 0.67-0.73, p < 0.0001 and OR 0.88, 95% CI 0.84-0.93, p < 0.0001, respectively). Overall cancer diagnoses were more common in the XFS group (OR 1.05, 95% CI 1.0-1.1, p = 0.05). XFS was associated with more hospitalizations (mean 5 ± 5.3 hospitalizations in the XFS group and 3.3 ± 4.0 in the controls, p < 0.0001). CONCLUSION XFS is significantly associated with cardiovascular systemic diseases (in a population living in Israel and predominantly born in Russia).
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Affiliation(s)
- Tzukit Zehavi-Dorin
- Goldschleger Eye Institute, Sheba Medical Center, Tel Hashomer, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Nofar Nahum
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Elad Ben-Artsi
- Goldschleger Eye Institute, Sheba Medical Center, Tel Hashomer, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Hani Levkovitch-Verbin
- Goldschleger Eye Institute, Sheba Medical Center, Tel Hashomer, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
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8
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The Prevalence of Glaucoma and Its Related Factors in Rural Residents: A Cross-Sectional Study in Jiangxi, China. J Ophthalmol 2021; 2021:5551837. [PMID: 34055395 PMCID: PMC8147516 DOI: 10.1155/2021/5551837] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 05/07/2021] [Indexed: 01/07/2023] Open
Abstract
Background This study aims to investigate the prevalence of glaucoma and its related factors among residents aged 40 and over in Jiangxi Province, China, and provide a scientific basis for the prevention and control of glaucoma. Methods The cluster sampling method was used to randomly select six townships. Similarly, eight villages were randomly selected from each sample township. A total of 5385 rural residents from 48 villages were collected for a questionnaire survey. A logistic regression model was used to explore the personal behavioral factors related to glaucoma. Results Among the 5385 participants, the prevalence rate of glaucoma was 1.4%. The logistic regression model found that alcohol consumption, vegetable consumption, physical exercise, daily reading time, and frequent reading environment were related to glaucoma. Conclusion To prevent the occurrence of glaucoma, it is important for rural residents to reduce the frequency of alcohol consumption, increase the frequency of vegetable consumption and physical exercise, control the length of daily reading, and read in a moderately lit environment.
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[Assessment of risk factors for the occurrence of open angle glaucoma : Guidelines of the German Ophthalmological Society and the Professional Association of Ophthalmologists in Germany]. Ophthalmologe 2021; 118:1-14. [PMID: 32705323 DOI: 10.1007/s00347-020-01169-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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10
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Salari N, Bokaee S, Farshchian N, Mohammadi M, Kazeminia M. The role of polymorphisms rs2070744 and rs1799983 eNOS gene in patients with POAG: a systematic review and meta-analysis. Int Ophthalmol 2021; 41:2747-2763. [PMID: 33837898 DOI: 10.1007/s10792-021-01832-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 03/29/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Glaucoma is a progressive disease of the optic nerve that has several underlying causes, but in most cases, the cause is unknown. Given the importance of the role of nitric oxide in the occurrence of ocular nerve damage and the effect of eNOS gene polymorphic sites on protein function, to better understand the mechanism of formation of POAG, the relationship between polymorphisms rs2070744 and rs1799983 eNOS gene with POAG risk was investigated in this study using meta-analysis. METHODS In this study, systematic review and meta-analysis of study data related to the study of polymorphisms rs2070744 and rs1799983 eNOS gene in patients with POAG using the keywords eNOS, NOS3, Gluuc8898, POAG, primary open-angle glaucoma. It was extracted from SID, MagIran, IranMedex, IranDoc, ScienceDirect, Embase, Scopus, PubMed, Web of Science, and Google Scholar search engines without a time limit until May 2020. To perform the analysis of qualified studies, the model of random effects was used and the inconsistency of studies with the I2 index was investigated. Data analysis was performed with Comprehensive Meta-Analysis (Version 2). RESULTS In a review of 16 studies (9 studies on polymorphism rs2070744 and seven studies on polymorphism rs1799983) with a sample size of 1631 subjects and a control group of 2405 subjects related to polymorphism rs2070744 and a group of 1456 subjects and a control group of 2240 subjects related to polymorphism 9997 rs1, the odds ratio of TT, CT, and CC genotypes was reported to be 0.95, 1.01, and 1.14, respectively, and the odds ratio of GG, GT and TT genotypes to be 0.88, 0.97, and 1.31, respectively, was reported in patients with POAG. CONCLUSION The results of our systematic review and meta-analysis study show that the eNOS gene polymorphisms rs2070744 and rs1799983 may increase the risk of POAG among individuals. However, further studies are needed to confirm these findings.
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Affiliation(s)
- Nader Salari
- Department of Biostatistics, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Shadi Bokaee
- Faculty of Health and Life Sciences, School of Life Sciences, Coventry University, Coventry, UK
| | - Nushin Farshchian
- Department of Ophthalmology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoud Mohammadi
- Department of Nursing, School of Nursing and Midwifery, Kermanshah University of Medical Sciences, Kermanshah, Iran.
| | - Mohsen Kazeminia
- Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
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Gurwitz D. Repurposing current therapeutics for treating COVID-19: A vital role of prescription records data mining. Drug Dev Res 2020; 81:777-781. [PMID: 32420637 PMCID: PMC7276810 DOI: 10.1002/ddr.21689] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 05/06/2020] [Accepted: 05/07/2020] [Indexed: 12/11/2022]
Abstract
Since its outbreak in late 2019, the SARS‐Cov‐2 pandemic already infected over 3.7 million people and claimed more than 250,000 lives globally. At least 1 year may take for an approved vaccine to be in place, and meanwhile millions more could be infected, some with fatal outcome. Over thousand clinical trials with COVID‐19 patients are already listed in ClinicalTrials.com, some of them for assessing the utility of therapeutics approved for other conditions. However, clinical trials take many months, and are typically done with small cohorts. A much faster and by far more efficient method for rapidly identifying approved therapeutics that can be repurposed for treating COVID‐19 patients is data mining their past and current electronic health and prescription records for identifying drugs that may protect infected individuals from severe COVID‐19 symptoms. Examples are discussed for applying health and prescription records for assessing the potential repurposing (repositioning) of angiotensin receptor blockers, estradiol, or antiandrogens for reducing COVID‐19 morbidity and fatalities. Data mining of prescription records of COVID‐19 patients will not cancel the need for conducting controlled clinical trials, but could substantially assist in trial design, drug choice, inclusion and exclusion criteria, and prioritization. This approach requires a strong commitment of health provides for open collaboration with the biomedical research community, as health provides are typically the sole owners of retrospective drug prescription records.
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Affiliation(s)
- David Gurwitz
- Department of Human Molecular Genetics and Biochemistry, Sackler Faculty of Medicine, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
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12
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Yu L, Ding K, Luo L, Yu Z. Prescribing trends of glaucoma drugs in six major cities of China from 2013 to 2017. PLoS One 2020; 15:e0227595. [PMID: 31929565 PMCID: PMC6957137 DOI: 10.1371/journal.pone.0227595] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 12/23/2019] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE To evaluate the prescribing trends of glaucoma drugs in six major cities of China from 2013 to 2017. METHODS A descriptive analysis using pharmacy prescription data was conducted. Outpatient prescription data was extracted from the Hospital Prescription Analysis Cooperative Project. Prescribing patterns, trends of visits, and corresponding expenditures for glaucoma medications were analyzed. RESULTS A total of 84297 ambulatory prescriptions were included in the current study. Visits by glaucoma patients increased from 13808 in 2013 to 20060 in 2017. Over the same period, the yearly expenditure for glaucoma drugs increased from 2.33 million to 3.95 million Chinese Yuan (CNY). Among all the six classes of glaucoma drugs (prostaglandin analogues, carbonic anhydrase inhibitors, α-receptor agonists, β-receptor antagonists, cholinergic agonists and fixed combinations), β-receptor antagonists were the most commonly prescribed in 2013, accounting for 34.3% of patients, but gradually decreased to 27.1% in 2017. Prostaglandin analogues became the most frequently prescribed drugs in 2017, accounting for 30.2% of the visits. Prostaglandin analogues are the most expensive and yielded a total expenditure of 2.34 million CNY in 2017, followed by carbonic anhydrase inhibitors, α-receptor agonists, β-receptor antagonists, fixed combinations, and cholinergic agonists. Combination therapy became increasingly prescribed in 2017. CONCLUSION Glaucoma prescribing practices exhibited substantial changes over the study period. The number of glaucoma prescriptions continuously increased from 2013 to 2017, leading to increased prescription costs. These findings implied a similar trend observed in previous studies, as well as recommendations in the appropriate guidelines.
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Affiliation(s)
- Lingyan Yu
- Department of Pharmacy, Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Kai Ding
- Department of Pharmacy, Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Lifang Luo
- Department of Pharmacy, Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Zhenwei Yu
- Department of Pharmacy, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
- * E-mail:
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Tekin S, Seven E, Batur M. Evaluation of Antiglaucomatous Drops on Conjunctival Thickness in Patients with Primary Open-Angle Glaucoma. J Ocul Pharmacol Ther 2019; 35:216-222. [DOI: 10.1089/jop.2018.0124] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Affiliation(s)
- Serek Tekin
- Department of Ophthalmology, Faculty of Medicine, Yuzuncu Yil University, Van, Turkey
| | - Erbil Seven
- Department of Ophthalmology, Faculty of Medicine, Yuzuncu Yil University, Van, Turkey
| | - Muhammed Batur
- Department of Ophthalmology, Faculty of Medicine, Yuzuncu Yil University, Van, Turkey
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Mwanza JC, Tulenko SE, Barton K, Herndon LW, Mathenge E, Hall A, Kim HY, Hay-Smith G, Budenz DL. Eight-Year Incidence of Open-Angle Glaucoma in the Tema Eye Survey. Ophthalmology 2018; 126:372-380. [PMID: 30316889 DOI: 10.1016/j.ophtha.2018.10.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Revised: 10/01/2018] [Accepted: 10/04/2018] [Indexed: 12/11/2022] Open
Abstract
PURPOSE To determine the incidence of open-angle glaucoma (OAG) and its risk factors in the Tema Eye Survey in Ghana, West Africa. DESIGN Longitudinal, observational population-based study. PARTICIPANTS One thousand two hundred five of 1500 participants 40 years of age or older selected randomly from 5603 participants originally drawn from the population and who had undergone a baseline examination. METHODS All participants underwent baseline and follow-up ophthalmologic examinations 8 years apart. Glaucoma diagnosis was determined based on the International Society for Geographical and Epidemiologic Ophthalmology criteria. MAIN OUTCOME MEASURES Incidence and odds ratio (OR). RESULTS The response rate was 80.3%. Of 1101 nonglaucomatous participants at baseline who had complete follow-up data, 4.6% (95% confidence interval [CI], 3.7%-5.2%) demonstrated OAG over the 8-year period, or 0.58% (95% CI, 0.4%-0.8%) per year. The 8-year incidence increased with age from 3.1% in those 40 to 49 years old to 7.0% in those 60 to 69 years old. Baseline risk factors for incident OAG were male gender (OR, 2.1; 95% CI, 1.1-4.0; P = 0.025), older age relative to those 40 to 49 years old (those 50-50 years old: OR, 2.6; 95% CI, 1.2-5.7; those 60-69 years old: OR, 4.3; 95% CI, 2.0-8.8; and for those 70 years of age and older: OR, 6.3; 95% CI, 2.6-15.4; all P < 0.001), higher intraocular pressure (IOP; OR, 1.4; 95% CI, 1.1-1.8; P < 0.001), larger vertical cup-to-disc ratio (OR, 5.8; 95% CI, 5.2-6.6; P < 0.001), and thinner central cornea (OR, 1.2; 95% CI, 1.03-1.5; P = 0.013). A separate analysis performed with central corneal thickness-based IOP correction did not change the outcome of the associative model of incident glaucoma. CONCLUSIONS The incidence of OAG is higher in this population than reported in nonblack populations outside Africa. This is important not only in Ghana and probably other West African countries but also wherever people of the West African diaspora reside. These data enhance our understanding of the epidemiologic factors of OAG in this setting and may serve as reference for public health policy and planning.
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Affiliation(s)
- Jean-Claude Mwanza
- Department of Ophthalmology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Samantha E Tulenko
- Department of Ophthalmology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Keith Barton
- Moorfields Eye Hospital and Department of Epidemiology and Genetics, Institute of Ophthalmology, University College of London, London, United Kingdom
| | - Leon W Herndon
- Department of Ophthalmology, Duke University, Durham, North Carolina
| | | | | | - Hanna Y Kim
- Department of Ophthalmology, Kaiser Permanente Woodland Hills Medical Center, Woodland Hills, California
| | | | - Donald L Budenz
- Department of Ophthalmology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
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Chassid O, Epstein I, Sharabi-Nov A, Pikkel J. Prevalence of glaucoma in the Israeli Arab population. Int J Ophthalmol 2018; 11:163-165. [PMID: 29376006 DOI: 10.18240/ijo.2018.01.25] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 09/18/2017] [Indexed: 10/18/2022] Open
Abstract
We describe the prevalence and treatment of glaucoma in a Muslim Arab population in Israel. Based on the medical records of 15 122 persons, the overall prevalence of glaucoma was 3.9%. Prevalence rates of primary open angle glaucoma (POAG) and primary angle-closure glaucoma (PACG) were 3.0% and 0.42%, respectively. Prevalence rates of women were 135% that of men considering all types of glaucoma, 143% for POAG, and 96% for PACG. Prostaglandin analogs and beta blockers, alone or combined with carbonic anhydrase inhibitors, were the preferred medications. Of 68 patients who underwent trabeculectomy, 27 (39.7%) required medications, postoperatively, for treatment of glaucoma; following Ex-Press shunt surgery, 3/11 (27.3%) required medications. During the last three years, 16 (1.3%) individuals with POAG were recorded as legally blind as a result of glaucoma.
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Affiliation(s)
- Otzem Chassid
- Department of Ophthalmology, Ziv Medical Center, Safe 13100, Israel
| | - Irena Epstein
- Department of Ophthalmology, Ziv Medical Center, Safe 13100, Israel
| | - Adi Sharabi-Nov
- Department of Ophthalmology, Ziv Medical Center, Safe 13100, Israel
| | - Joseph Pikkel
- Department of Ophthalmology, Ziv Medical Center, Safe 13100, Israel
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Liu B, McNally S, Kilpatrick JI, Jarvis SP, O'Brien CJ. Aging and ocular tissue stiffness in glaucoma. Surv Ophthalmol 2017; 63:56-74. [PMID: 28666629 DOI: 10.1016/j.survophthal.2017.06.007] [Citation(s) in RCA: 119] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Revised: 06/20/2017] [Accepted: 06/22/2017] [Indexed: 12/27/2022]
Abstract
Glaucoma is a progressive and chronic neurodegenerative disorder characterized by damage to the inner layers of the retina and deformation of the optic nerve head. The degeneration of retinal ganglion cells and their axons results in an irreversible loss of vision and is correlated with increasing age. Extracellular matrix changes related to natural aging generate a stiffer extracellular environment throughout the body. Altered age-associated ocular tissue stiffening plays a major role in a significant number of ophthalmic pathologies. In glaucoma, both the trabecular meshwork and the optic nerve head undergo extensive extracellular matrix remodeling, characterized by fibrotic changes associated with cellular and molecular events (including myofibroblast activation) that drive further tissue fibrosis and stiffening. Here, we review the literature concerning the role of age-related ocular stiffening in the trabecular meshwork, lamina cribrosa, sclera, cornea, retina, and Bruch membrane/choroid and discuss their potential role in glaucoma progression. Because both trabecular meshwork and lamina cribrosa cells are mechanosensitive, we then describe molecular mechanisms underlying tissue stiffening and cell mechanotransduction and how these cellular activities can drive further fibrotic changes within ocular tissues. An improved understanding of the interplay between age-related tissue stiffening and biological responses in the trabecular meshwork and optic nerve head could potentially lead to novel therapeutic strategies for glaucoma treatment.
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Affiliation(s)
- Baiyun Liu
- School of Physics, Conway Institute, University College Dublin, Dublin, Ireland; Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - Sara McNally
- Department of Ophthalmology, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Jason I Kilpatrick
- Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - Suzanne P Jarvis
- School of Physics, Conway Institute, University College Dublin, Dublin, Ireland; Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - Colm J O'Brien
- Department of Ophthalmology, Mater Misericordiae University Hospital, Dublin, Ireland; School of Medicine and Medical Science, University College Dublin, Dublin, Ireland.
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The Maccabi Glaucoma Study: Treatment Patterns and Persistence With Glaucoma Therapy in a Large Israeli Health Maintenance Organization. J Glaucoma 2016; 25:e386-91. [PMID: 26900826 DOI: 10.1097/ijg.0000000000000380] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
PURPOSE To describe treatment patterns, adherence, and persistence with initial therapy among glaucoma patients in the community. MATERIALS AND METHODS A population-based historical prospective cohort study, using the electronic medical databases of Maccabi Healthcare Services, a 2 million member health maintenance organization in Israel. Newly diagnosed glaucoma patients between 2003 and 2010, who purchased at least 1 antiglaucoma medication, were followed up to December 31, 2012. Outcome measures included medication adherence analyzed by proportion of days covered by drugs during follow-up time, and persistence with initial therapy measured by time until switch or discontinuation of first-line therapy. RESULTS A total of 5934 incident definite glaucoma patients were identified, 13% of whom were nonadherent with therapy (covered <20% of the follow-up time), and only 25% exhibited high adherence (covered at least 80% of the follow-up period). Adherence was positively associated with female sex, age, socioeconomic status, frequent follow-up visits, and higher baseline intraocular pressure. Lower median adherence (P<0.01) was observed among patients of normal tension glaucoma (52%) and angle closure (59%) as compared with open angle (65%) and exfoliation glaucoma (68%). Patients treated by glaucoma specialists had similar adherence to those treated by general ophthalmologists (proportion of days covered=65% vs. 63%, P=0.42). Persistence with initial line of therapy varied by type of medication, with prostaglandin initiators exhibiting the highest persistence (13% reduced likelihood of switch or discontinuation as compared with β-blockers, P<0.01) and α-agonists the lowest persistence (39% increased likelihood of switch or discontinuation as compared with β-blockers, P<0.01). CONCLUSIONS This large-scale analysis of real-world use of glaucoma medications reveals that adherence to glaucoma therapy is associated with medication type, patient's sex, age, socioeconomic status, type of glaucoma, follow-up visits, and baseline intraocular pressure.
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Estimated Prevalence of Glaucoma in South Korea Using the National Claims Database. J Ophthalmol 2016; 2016:1690256. [PMID: 27247797 PMCID: PMC4876228 DOI: 10.1155/2016/1690256] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2016] [Accepted: 04/20/2016] [Indexed: 11/17/2022] Open
Abstract
Purpose. To estimate the prevalence of glaucoma and costs associated with glaucoma care in South Korea between 2008 and 2013 using the Korean national claims database. Design. Retrospective cross-sectional study from a national claims database. Methods. Patients who were diagnosed with glaucoma between 2008 and 2013 were retrospectively identified in the national claims database using glaucoma diagnostic codes. For each year, the prevalence of glaucoma and direct medical costs associated with glaucoma care were estimated. Result. The prevalence of glaucoma in patients ≥40 years of age increased from 0.79% in 2008 to 1.05% in 2013. The number of patients with glaucoma increased by 54% between 2008 and 2013 (9% average annual increase). The prevalence of glaucoma increased with age and was higher in males than in females. The cost to care for glaucoma patients increased from $16.5 million in 2008 to $29.2 million in 2013, which translated into an 81% increase over the 6 years examined (12.7% average annual increase). Conclusion. The estimated prevalence and socioeconomic burden of glaucoma have steadily increased each year in South Korea. Nevertheless, many glaucoma patients remain undiagnosed in the present study using national claims database.
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Creuzot‐Garcher C, Binquet C, Daniel S, Bretillon L, Acar N, Lazzer A, Arnould L, Tzourio C, Bron AM, Delcourt C. The Montrachet Study: study design, methodology and analysis of visual acuity and refractive errors in an elderly population. Acta Ophthalmol 2016; 94:e90-7. [PMID: 26466845 PMCID: PMC5057364 DOI: 10.1111/aos.12842] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 08/04/2015] [Indexed: 12/16/2022]
Abstract
Purpose To describe the design of the Montrachet Study (Maculopathy Optic Nerve nuTRition neurovAsCular and HEarT diseases) and to report visual acuity and refractive errors in this elderly population. Methods Participants were recruited in Dijon (France), from the ongoing population‐based 3C Study. In 2009–2011, 1153 participants from the 3 Cities Study, aged 75 years or more, had an initial eye examination and were scheduled for eye examinations. The eye examination comprised visual acuity, refraction, visual field, ocular surface assessment, photographs and OCT of the macula and the optic disc, measurement of intra‐ocular pressure, central corneal thickness and macular pigment assessment. Information on cardiovascular and neurologic diseases and a large comprehensive database (blood samples, genetic testing, cognitive tests, MRI) were available from the 3C Study. Results Presenting visual acuity <20/60 in the better eye was found in 2.3% (95% CI 1.5–3.2) of the participants with no gender differences. Visual impairment increased with age from 1.5% (95% CI 0.3–2.7) for those aged 75–79 years to 5.6% (95% CI 2.9–8.4) for patients 85 years and older (p = 0.0003). Spherical equivalent did not differ between men and women (p = 0.8) and decreased with age whatever the lens status. Conclusion Despite the high prevalence of self‐reported eye diseases in this elderly population, visual impairment was low and increased with age. The Montrachet Study may help to better estimate the prevalence of eye diseases in people over 75 years of age and to seek associations with cardiovascular and neurologic diseases and their potential risk factors.
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Affiliation(s)
- Catherine Creuzot‐Garcher
- Department of Ophthalmology University Hospital Dijon France
- INRA UMR1324 Center for Taste and Feeding Behavior Dijon France
- CNRS UMR6265 Center for Taste and Feeding Behavior Dijon France
- Center for Taste and Feeding Behavior Burgundy University Dijon France
| | | | | | - Lionel Bretillon
- INRA UMR1324 Center for Taste and Feeding Behavior Dijon France
- CNRS UMR6265 Center for Taste and Feeding Behavior Dijon France
- Center for Taste and Feeding Behavior Burgundy University Dijon France
| | - Nyiazi Acar
- INRA UMR1324 Center for Taste and Feeding Behavior Dijon France
- CNRS UMR6265 Center for Taste and Feeding Behavior Dijon France
- Center for Taste and Feeding Behavior Burgundy University Dijon France
| | - Aurélie Lazzer
- Department of Ophthalmology University Hospital Dijon France
| | - Laurent Arnould
- Department of Ophthalmology University Hospital Dijon France
| | | | - Alain M. Bron
- Department of Ophthalmology University Hospital Dijon France
- INRA UMR1324 Center for Taste and Feeding Behavior Dijon France
- CNRS UMR6265 Center for Taste and Feeding Behavior Dijon France
- Center for Taste and Feeding Behavior Burgundy University Dijon France
| | - Cécile Delcourt
- INSERM Centre INSERM U897 Univ Bordeaux, ISPED Bordeaux France
- INSERM, Center INSERM U897‐Epidemiology‐Biostatistics Bordeaux France
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