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Murugan R, Lee RS, Paremes Sivam HG, Agarwal PK. A Retrospective Quantitative Analysis of the Shared Care Glaucoma Scheme (SCGS) in Monitoring Glaucoma Progression During COVID-19. Cureus 2025; 17:e80190. [PMID: 40196080 PMCID: PMC11973405 DOI: 10.7759/cureus.80190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/06/2025] [Indexed: 04/09/2025] Open
Abstract
OBJECTIVE This study aimed to investigate the impact of the shared care glaucoma scheme (SCGS), implemented during COVID-19 due to reduced clinic space and lockdown measures, on glaucoma disease progression in patients. BACKGROUND The study was conducted between January 2021 and December 2023 and explored joint care provided by ophthalmologists and community optometrists in Lothian. METHODS Data collected include patient demographics, intraocular pressure (IOP) readings, mean deviation visual field scores (MDVFs), a history of interventions during the pre-SCGS phase, glaucoma medications, and referrals to Princess Alexandra Eye Pavilion (PAEP). The IOP, MDVF, and glaucoma medications were collected at three stages: pre-SCGS, SCGS, and post-SCGS. The Glauc-Strat-Fast tool was used to assign each patient a pre-SCGS glaucoma stage. RESULTS A total of 172 patients (85 males, 49.4%) participated in this study, with a mean age of 77.7 years (SD = 10.4). Sixteen patients (9.30%) were referred to PAEP during the scheme; the Red group of patients, identified using the Glauc-Strat-Fast tool, represented five of these referrals (31.3%). Four of the referred patients (25%) had an intervention at PAEP, either a change in medication or a surgical procedure. There was no significant increase in the IOP values from the pre-SCGS phase to the post-SCGS phase. The MDVF values had a mean deterioration of 0.5998 dB from the pre-SCGS phase to the post-SCGS phase. CONCLUSIONS Overall, disease stability was maintained in all glaucoma subgroups. The study, therefore, suggests the possibility of implementing the SCGS in the United Kingdom as part of routine glaucoma service in the post-COVID-19 era.
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Affiliation(s)
| | - Rui Shian Lee
- Psychiatry, Royal Infirmary of Edinburgh, Edinburgh, GBR
| | - Hariss G Paremes Sivam
- Cardiology, Oxford University Hospitals National Health Service (NHS) Foundation Trust, Oxford, GBR
| | - Pankaj K Agarwal
- Ophthalmology, The Princess Alexandra Eye Pavilion, Edinburgh, GBR
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Kuo A, Yue S, Kaelber DC, Li A. Racial and Ethnic Disparities in Prescription of a Novel Agent in Medical Management of Primary Open-Angle Glaucoma. Ophthalmic Epidemiol 2024:1-8. [PMID: 39389153 DOI: 10.1080/09286586.2024.2401046] [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: 11/28/2023] [Revised: 07/21/2024] [Accepted: 08/27/2024] [Indexed: 10/12/2024]
Abstract
PURPOSE To investigate racial and ethnic inequalities in prescription of Netarsudil, one of two anti-glaucoma medications with a novel mechanism to be introduced in the past two decades, among patients with primary open-angle glaucoma. METHODS This retrospective cohort matched study, based on electronic health records consisting of 92 million patients in the U.S, utilized Propensity Score Match, Relative Risk, Kaplan-Meier survival, and Chi-Square analysis to identify differences in rates of Netarsudil prescribing between racial and ethnic groups (non-Hispanic White, non-Hispanic Black, non-Hispanic Other Race, and Hispanic). RESULTS Among the sample of patients that met Primary Open-Angle Glaucoma inclusion criteria (55,942), more White patients were prescribed Netarsudil than Black; (RR:1.24, 95% CI: 1.15-1.34) and Hispanic; (RR:1.63, 95% CI: 1.29-2.07) patients. White patients had higher prescription rates than Black patients in the Midwest (6.5% vs 4.2%; p < 0.0001) and West (11.2% vs 7.1%; p = 0.0002), higher rates than Hispanic patients in the South (4.9% vs. 2.0%; p < 0.0001) and West (11.2% vs. 7.8%; p < 0.008), but lower rates than Black patients in the Northeast (7.2% vs. 13.2%; p < 0.0001). CONCLUSIONS Differences in Netarsudil prescription rates within the United States exist between White and Black patients, and White and Hispanic patients. These differences exist when stratified by regions within the U.S. by varying degrees. Future studies are needed to investigate factors contributing to disparities in accessing new medications and to identify ways to eliminate such barriers to improve equity in care of glaucoma patients, especially among those historically disadvantaged.
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Affiliation(s)
- Andy Kuo
- Department of Ophthalmology, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Sophie Yue
- Department of Ophthalmology, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - David C Kaelber
- Departments of Internal Medicine, Pediatrics, and Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
- The Center for Clinical Informatics Research and Education, The MetroHealth System, Cleveland, Ohio, USA
| | - Ang Li
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio, USA
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Zhou B, Yan J, Bekerman VP, Khouri AS. Adjunctive use of netarsudil 0.02% in the treatment of refractory glaucoma: a one year analysis. Int Ophthalmol 2024; 44:335. [PMID: 39046674 PMCID: PMC11269381 DOI: 10.1007/s10792-024-03245-z] [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: 08/30/2023] [Accepted: 07/14/2024] [Indexed: 07/25/2024]
Abstract
PURPOSE This study evaluates the long-term adjunctive use of netarsudil ophthalmic solution 0.02% in lowering IOP in patients with refractory glaucoma. METHODS This retrospective chart review study was conducted at a tertiary care center. Patients who were prescribed add-on netarsudil therapy and on ≥ 3 topical glaucoma medications from 01/01/2018 to 08/31/2020 were reviewed. 47 patients (69 eyes) met the inclusion criteria. Baseline IOPs prior to the addition of netarsudil were compared to IOPs measured at 3-, 6-, and 12-month intervals. Any patients with inadequate follow-up or who had glaucoma surgery after netarsudil initiation were excluded. RESULTS Median baseline IOP (± SD) was 21 ± 5.8 mmHg (median of 2 visits prior to initiation of netarsudil). At 3-month follow-up, 64 eyes had a median IOP of 16 ± 6.7 mmHg (p < 0.01). At 6-month follow-up, 56 eyes had a median IOP of 18 ± 4.6 mmHg (p < 0.01). At 12-month follow-up, 44 eyes had a median IOP of 15 ± 6.8 mmHg (p < 0.01). At the conclusion of the study, 64% of eyes reached 1 year follow-up due to several reasons. CONCLUSIONS Patients with refractory glaucoma showed statistically and clinically significant IOP reductions on netarsudil. IOP reduction was stable long-term with the largest decrease in IOP seen at 12 months. Although some patients will still go on to require further laser or incisional surgery, for most patients netarsudil is an effective treatment for adjunctive use in refractory glaucoma.
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Affiliation(s)
- Benjamin Zhou
- Rutgers New Jersey Medical School, Institute of Ophthalmology and Visual Science, 90 Bergen St, Newark, NJ, 07103, USA
| | - John Yan
- Rutgers New Jersey Medical School, Institute of Ophthalmology and Visual Science, 90 Bergen St, Newark, NJ, 07103, USA
| | - Vladislav P Bekerman
- Rutgers New Jersey Medical School, Institute of Ophthalmology and Visual Science, 90 Bergen St, Newark, NJ, 07103, USA
| | - Albert S Khouri
- Rutgers New Jersey Medical School, Institute of Ophthalmology and Visual Science, 90 Bergen St, Newark, NJ, 07103, USA.
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4
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Zouache MA, Faust CD, Silvestri V, Akafo S, Lartey S, Mehta R, Carroll J, Silvestri G, Hageman GS, Amoaku WM. Retinal and Choroidal Thickness in an Indigenous Population from Ghana: Comparison with Individuals with European or African Ancestry. OPHTHALMOLOGY SCIENCE 2024; 4:100386. [PMID: 37868802 PMCID: PMC10585639 DOI: 10.1016/j.xops.2023.100386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 07/17/2023] [Accepted: 08/14/2023] [Indexed: 10/24/2023]
Abstract
Purpose To evaluate the thickness of the macular retina and central choroid in an indigenous population from Ghana, Africa and to compare them with those measured among individuals with European or African ancestry. Design Cross-sectional study, systematic review, and meta-analyses. Participants Forty-two healthy Ghanaians, 37 healthy individuals with European ancestry, and an additional 1427 healthy subjects with African ancestry from previously published studies. Methods Macular retinal thickness in the fovea, parafovea, and perifovea and central choroidal thickness were extracted from OCT volume scans. Associations with ethnicity, age, and sex were assessed using mixed-effect regression models. Monte Carlo simulations were performed to determine the sensitivity of significant associations to additional potential confounders. Pooled estimates of retinal thickness among other groups with African ancestry were generated through systematic review and meta-analyses. Main Outcome Measures Macular retinal thickness and central choroidal thickness and their association with ethnicity, age, and sex. Results When adjusted for age and sex, the macular retina and central choroid of Ghanaians are significantly thinner as compared with subjects with European ancestry (P < 0.001). A reduction in retinal and choroidal thickness is observed with age, although this effect is independent of ethnicity. Meta-analyses indicate that retinal thickness among Ghanaians differs markedly from that of African Americans and other previously reported indigenous African populations. Conclusions The thickness of the retina among Ghanaians differs not only from those measured among individuals with European ancestry, but also from those obtained from African Americans. Normative retinal and choroidal parameters determined among individuals with African or European ancestry may not be sufficient to describe indigenous African populations. Financial Disclosures Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Moussa A. Zouache
- Sharon Eccles Steele Center for Translational Medicine, John A. Moran Eye Center, Department of Ophthalmology & Visual Sciences, University of Utah, Salt Lake City, Utah
| | - Caitlin D. Faust
- Sharon Eccles Steele Center for Translational Medicine, John A. Moran Eye Center, Department of Ophthalmology & Visual Sciences, University of Utah, Salt Lake City, Utah
| | | | - Stephen Akafo
- Unit of Ophthalmology, Department of Surgery, University of Ghana Medical School, Accra, Ghana
| | - Seth Lartey
- Eye Unit, Eye Ear Nose and Throat Department, Komfo Anokye Teaching Hospital and Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Rajnikant Mehta
- Research Design Service, East Midlands (RDS EM), University of Nottingham, Nottingham, UK
| | - Joseph Carroll
- Department of Ophthalmology & Visual Sciences, Medical College of Wisconsin Eye Institute, Milwaukee, Wisconsin
| | - Giuliana Silvestri
- Ophthalmology Department, Belfast Health and Social Care Trust, Belfast, UK
| | - Gregory S. Hageman
- Sharon Eccles Steele Center for Translational Medicine, John A. Moran Eye Center, Department of Ophthalmology & Visual Sciences, University of Utah, Salt Lake City, Utah
| | - Winfried M. Amoaku
- Academic Ophthalmology and Visual Sciences, Mental Health & Clinical Neurosciences (Academic Unit 1), University Hospital, QMC, Nottingham, UK
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Kuang G, Salowe R, O’Brien J. Paving the way while playing catch up: mitochondrial genetics in African ancestry primary open-angle glaucoma. FRONTIERS IN OPHTHALMOLOGY 2023; 3:1267119. [PMID: 38983031 PMCID: PMC11182247 DOI: 10.3389/fopht.2023.1267119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 09/28/2023] [Indexed: 07/11/2024]
Abstract
Glaucoma, the leading cause of irreversible blindness worldwide, disproportionately affects individuals of African descent. Specifically, previous research has indicated that primary open-angle glaucoma (POAG), the most common form of disease, is more prevalent, severe, early-onset, and rapidly-progressive in populations of African ancestry. Recent studies have identified genetic variations that may contribute to the greater burden of disease in this population. In particular, mitochondrial genetics has emerged as a profoundly influential factor in multiple neurodegenerative diseases, including POAG. Several hypotheses explaining the underlying mechanisms of mitochondrial genetic contribution to disease progression have been proposed, including nuclear-mitochondrial gene mismatch. Exploring the fundamentals of mitochondrial genetics and disease pathways within the understudied African ancestry population can lead to groundbreaking advancements in the research and clinical understanding of POAG. This article discusses the currently known involvements of mitochondrial genetic factors in POAG, recent directions of study, and potential future prospects in mitochondrial genetic studies in individuals of African descent.
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Affiliation(s)
| | | | - Joan O’Brien
- Penn Medicine Center for Genetics in Complex Disease, Scheie Eye Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
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Khatib W, Zyoud R. Quality of Life among Patients with Glaucoma in the West Bank, Palestine: A Cross-Sectional Study. Ethiop J Health Sci 2023; 33:581-590. [PMID: 38784204 PMCID: PMC11111182 DOI: 10.4314/ejhs.v33i4.4] [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: 12/26/2022] [Accepted: 03/27/2023] [Indexed: 05/25/2024] Open
Abstract
Background Glaucoma is a serious eye disease that impairs eyesight and negatively impacts quality of life. If left untreated, glaucoma can lead to blindness. This study aims at assessing the quality of life among glaucoma patients in the West Bank (WB) of Palestine and main influencing the factors. Methods This is a cross-sectional study and included two questionnaires; the Short-Form 36 Health Survey (SF-36) and Glaucoma Quality of Life-15 (GQL-15). Data were collected from a systematically randomized 100 glaucoma patients in the WB. ANOVA test was used to compare means of continuous variables at a statistically significant P value ≤ to 0.05. Results The overall quality of life among glaucoma patients was relatively suboptimal. The analysis revealed that the glaucoma quality of life is worse among older patients (mean=3.55±0.64), patients who are less educated (mean=3.91±0.77), among patients who were unemployed (mean=3.44±0.86), and patients who were treated in private clinics (3.57±0.8). Patients with good health (mean=2.48±0.94), type of glaucoma (close glaucoma; mean=3.22±0.9), less than 5 years duration of glaucoma (mean=2.88±1.13), and less than 5 years duration of cryonic diseases (mean=2.48±0.73 have a better glaucoma quality of life. Conclusions This study revealed numerous factors that can impact the quality of life of glaucoma patients in WB. Health professionals, specialists, ophthalmologists, and health educators should be aware of how various socioeconomic and general health factors impact the quality of life of glaucoma patients in order to better diagnose, manage, guide, and educate patients for better health outcomes.
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Affiliation(s)
- Wejdan Khatib
- Faculty of Graduate Studies, Arab American University-Palestine, West Bank-Palestine
| | - Raj'a Zyoud
- Nursing Faculty, Arab American University-Palestine, West Bank-Palestine
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Nealon CL, Halladay CW, Kinzy TG, Simpson P, Canania RL, Anthony SA, Roncone DP, Sawicki Rogers LR, Leber JN, Dougherty JM, Sullivan JM, Wu WC, Greenberg PB, Iyengar SK, Crawford DC, Peachey NS, Bailey JNC. Development and Evaluation of a Rules-based Algorithm for Primary Open-Angle Glaucoma in the VA Million Veteran Program. Ophthalmic Epidemiol 2022; 29:640-648. [PMID: 34822319 PMCID: PMC9583190 DOI: 10.1080/09286586.2021.1992784] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 08/20/2021] [Accepted: 10/09/2021] [Indexed: 10/19/2022]
Abstract
The availability of electronic health record (EHR)-linked biobank data for research presents opportunities to better understand complex ocular diseases. Developing accurate computable phenotypes for ocular diseases for which gold standard diagnosis includes imaging remains inaccessible in most biobank-linked EHRs. The objective of this study was to develop and validate a computable phenotype to identify primary open-angle glaucoma (POAG) through accessing the Department of Veterans Affairs (VA) Computerized Patient Record System (CPRS) and Million Veteran Program (MVP) biobank. Accessing CPRS clinical ophthalmology data from VA Medical Center Eye Clinic (VAMCEC) patients, we developed and iteratively refined POAG case and control algorithms based on clinical, prescription, and structured diagnosis data (ICD-CM codes). Refinement was performed via detailed chart review, initially at a single VAMCEC (n = 200) and validated at two additional VAMCECs (n = 100 each). Positive and negative predictive values (PPV, NPV) were computed as the proportion of CPRS patients correctly classified with POAG or without POAG, respectively, by the algorithms, validated by ophthalmologists and optometrists with access to gold-standard clinical diagnosis data. The final algorithms performed better than previously reported approaches in assuring the accuracy and reproducibility of POAG classification (PPV >83% and NPV >97%) with consistent performance in Black or African American and in White Veterans. Applied to the MVP to identify cases and controls, genetic analysis of a known POAG-associated locus further validated the algorithms. We conclude that ours is a viable approach to use combined EHR-genetic data to study patients with complex diseases that require imaging confirmation.
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Affiliation(s)
| | | | - Tyler G. Kinzy
- VA Northeast Ohio Healthcare System, Cleveland, OH
- Cleveland Institute for Computational Biology, Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH
| | | | | | | | | | | | - Jenna N. Leber
- Ophthalmology Section, VA Western NY Health Care System, Buffalo NY
| | | | - Jack M. Sullivan
- Ophthalmology Section, VA Western NY Health Care System, Buffalo NY
| | - Wen-Chih Wu
- Cardiology Section, Medical Service, Providence VA Medical Center, Providence, RI
| | - Paul B. Greenberg
- Ophthalmology Section, Providence VA Medical Center, Providence, RI
- Division of Ophthalmology, Alpert Medical School, Brown University, Providence, RI
| | - Sudha K. Iyengar
- VA Northeast Ohio Healthcare System, Cleveland, OH
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Dana C. Crawford
- VA Northeast Ohio Healthcare System, Cleveland, OH
- Cleveland Institute for Computational Biology, Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Neal S. Peachey
- VA Northeast Ohio Healthcare System, Cleveland, OH
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, OH
- Department of Ophthalmology, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
| | - Jessica N. Cooke Bailey
- VA Northeast Ohio Healthcare System, Cleveland, OH
- Cleveland Institute for Computational Biology, Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH
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Khalili AF, Razzaghi S, Motlagh BF, Faramarzi E, Zeinalzadeh AH. Prevalence of Primary Open-Angle Glaucoma and its Relationship with Smoking in the Population of the Azar Cohort: A Cross-Sectional Study. Middle East Afr J Ophthalmol 2022; 29:109-115. [PMID: 37408718 PMCID: PMC10319078 DOI: 10.4103/meajo.meajo_101_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 11/24/2022] [Accepted: 03/13/2023] [Indexed: 07/07/2023] Open
Abstract
PURPOSE The purpose is to determine the prevalence of primary open-angle glaucoma (POAG) and study the relationship of smoking and other potential risk factors with POAG. METHODS This is a cross-sectional study based on the Azar cohort databases (including the eye cohort study) in Iran, including 11,208 participants aged 35-70 years. According to the questionnaire, participants were divided into five groups in terms of smoking. Ophthalmologic examinations were performed in two steps. The first step was performed by an optometrist, and all referred participants underwent a complete ophthalmological examination in the second step, then after POAG cases were diagnosed using Criteria of the International Society of Geographic and Epidemiological Ophthalmology. RESULTS Of the participants, 4992 (44.5%) were male and 6216 (55.5%) were female, with a mean age of 50.1 ± 9.27 years. The prevalence of POAG in our study population was 1%, which included 58 (1.2%) males and 58 (0.9%) females. There was no significant difference between the two groups in terms of the prevalence of different smoking categories in both genders. There was a statistically significant difference between the two groups in both genders in terms of diabetes mellitus (DM) after adjusting for age and there was a statistically significant difference between the two groups in the male population in terms of triglycerides ≥150 mg/dl. CONCLUSION Findings of this study indicated that there is no association between cigarette smoking in different doses and a history of smoking with POAG. Other factors, such as aging and underlying diseases, including DM and hypertriglyceridemia, have a statistically significant association with POAG.
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Affiliation(s)
- Ali F. Khalili
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Shahryar Razzaghi
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Behzad F. Motlagh
- Nikookari Eye Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Elnaz Faramarzi
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali H. Zeinalzadeh
- Social Determinants of Health Research Center, Geriatric Medicine Fellowship, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
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Valentim CCS, Iyer AI, Xu C, Muste JC, Li A, Singh RP. Influence of Race, Ethnicity, and Socioeconomic Factors in Idiopathic Macular Hole Presentation and Surgical Outcomes. Ophthalmic Surg Lasers Imaging Retina 2022; 53:333-344. [PMID: 35724368 DOI: 10.3928/23258160-20220602-01] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND AND OBJECTIVE To characterize the influence of race, ethnicity, and socioeconomic factors on idiopathic macular hole (IMH) presentation and surgical outcomes. PATIENTS AND METHODS This retrospective cohort study of patients diagnosed with IMH who underwent surgical repair collected IMH data from optical coherence tomography scans as well as demographic information. Univariate and multivariate regression models interrogated relevant relationships. RESULTS Of 292 eyes analyzed, 223 (76.4%) patients were White and 53 (18.2%) were Black. Mean income was $57,076.9 ± 17,794.7. Black patients presented with 0.05 mm2 larger IMH area (95% CI, 0.01 to 0.09; P = .01) and 69.07 µm wider minimum linear diameter (95% CI, 15.05 to 123.10; P = .01). Patients with higher income presented with 3.76 µm narrower base diameter (95% CI, -6.42 to -1.09; P = .006). CONCLUSIONS Black patients were associated with larger IMH at presentation, and higher income patients were associated with smaller IMH. [Ophthalmic Surg Lasers Imaging Retina 2022;53(6): 333-344.].
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Allison K, Patel DG, Greene L. Racial and Ethnic Disparities in Primary Open-Angle Glaucoma Clinical Trials: A Systematic Review and Meta-analysis. JAMA Netw Open 2021; 4:e218348. [PMID: 34003274 PMCID: PMC8132140 DOI: 10.1001/jamanetworkopen.2021.8348] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
IMPORTANCE The disease burden for primary open-angle glaucoma (POAG) is highest among racial/ethnic minority groups, particularly Black individuals. The prevalence of POAG worldwide is projected to increase from 52.7 million in 2020 to 79.8 million in 2040, a 51.4% increase attributed mainly to Asian and African individuals. Given this increase, key stakeholders need to pay particular attention to creating a diverse study population in POAG clinical trials. OBJECTIVE To assess the prevalence of racial/ethnic minorities in POAG clinical research trials compared with White individuals. DATA SOURCES This meta-analysis consisted of publicly available POAG clinical trials using ClinicalTrials.gov, PubMed, and Drugs@FDA from 1994 to 2019. STUDY SELECTION Randomized clinical trials that reported on interventions for POAG and included demographic subgroups including sex and race/ethnicity. DATA EXTRACTION AND SYNTHESIS Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, 2 independent reviewers extracted study-level data for a random-effects meta-analysis. A third person served as the tiebreaker on study selection. Microsoft Excel 2016 (Microsoft Corporation) and SAS, version 9.4 (SAS Institute) were used for data collection and analyses. MAIN OUTCOMES AND MEASURES The primary outcomes were the prevalence of each demographic subgroup (White, Black, Hispanic/Latino, other race/ethnicity groups, and female or male) in each trial according to the trial start year, study region, and study sponsor. Participation rates are expressed as percentages. RESULTS A total of 105 clinical trials were included in the meta-analysis, including 33 428 POAG clinical trial participants (18 404 women [55.1%]). Overall, 70.7% were White patients, 16.8% were Black patients, 3.4% were Hispanic/Latino patients, and 9.1% were individuals of other races/ethnicities, including Asian, Native Hawaiian or Pacific Islander, American Indian or Alaska Native, and unreported as defined by the US Census. The mean (SD) numbers of participants by race/ethnicity were 236.5 (208.2) for White, 58.4 (70.0) for Black, 29.9 (71.1) for Hispanic/Latino, and 31.1 (94.3) for other race/ethnicity. According to the test for heterogeneity using the Cochrane Risk of Bias tool, the I2 statistic was 98%, indicating high heterogeneity of outcomes in the included trials. A multiple linear regression analysis was performed to assess any trend and significance between participation by Black individuals and the year the study started, the region in which the study took place, and the study sponsor. There was no significant increase of Black participant enrollment from 1994 to 2019 (r2 = 0.11; P = .17) and no significant association between Black participant enrollment and clinical trial region (r2 = 0.16; P = .50), but there was a significant association between Black participant enrollment and study sponsor (r2 = 0.94; P = .03). CONCLUSIONS AND RELEVANCE This meta-analysis found that compared with White individuals, individuals from racial/ethnic minority groups had a very low participation rate in POAG clinical trials despite having a higher prevalence among the disease population. Despite measures to increase clinical trial diversity, there has not been a significant increase in clinical trial participation among Black individuals, the group most affected by this disease; this disparity in POAG clinical trial representation can raise questions about the true safety and efficacy of approved medical interventions for this disease and should prompt further research on how to increase POAG clinical trial diversity.
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Affiliation(s)
| | | | - Leah Greene
- School of Health Sciences and Practice & Institute of Public Health, New York Medical College, Valhalla
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11
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Stamatiou ME, Kazantzis D, Theodossiadis P, Chatziralli I. Depression in glaucoma patients: A review of the literature. Semin Ophthalmol 2021; 37:29-35. [PMID: 33822676 DOI: 10.1080/08820538.2021.1903945] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Purpose: The purpose of this review was to evaluate the association between glaucoma and depression and to identify possible risk factors for depressive symptoms in glaucoma patients.Methods: A total of 587 abstracts were screened and 32 studies were deemed eligible for inclusion in this review.Results: An association of glaucoma and depression was found, while advanced disease stage, older age, female sex and faster visual loss progression were recognized as potential risk factors for depression in patients with glaucoma.Conclusions: Our findings may have important clinical significance, such as alerting ophthalmologists to implement a multidisciplinary approach in patients with glaucoma. Further research is needed to examine this association in different types of glaucoma and try to investigate the underlying pathophysiological mechanisms to establish a causal inference between glaucoma and depression.
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12
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Dascalu AM, Stana D, Nicolae VA, Cirstoveanu C, Vancea G, Serban D, Socea B. Association between vascular comorbidity and glaucoma progression: A four-year observational study. Exp Ther Med 2021; 21:283. [PMID: 33603890 PMCID: PMC7851678 DOI: 10.3892/etm.2021.9714] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 11/24/2020] [Indexed: 12/23/2022] Open
Abstract
Glaucoma, one of the significant causes of blindness worldwide, is a chronic optic neuropathy, characterized by progressive loss of retinal ganglion cells and specific perimetric defects. This study aimed to assess the association between the risk of glaucoma progression and different systemic vascular abnormalities. A 4-year prospective study was carried out on 204 patients diagnosed with open-angle glaucoma. Associated systemic vascular pathology was documented in 102 cases. Progression was encountered in 57 (55.9%) patients with vascular comorbidities and only in 10 (9.8%) patients with no associated vascular diseases (OR 13.81, P<0.01). The vascular risk factors associated with glaucoma progression in the study group were diastolic hypotension (OR 5.444, P=0.027), ischemic cardiac disease (OR 5.826; P<0.01), peripheral vasospasm (OR 3.108, P=0.042) and arterial hypertension (OR 2.593, P=0.05). Diabetes was not significantly correlated with progression in the study group, but only patients without diabetic retinopathy were included. This study highlights that systemic comorbidities associated with endothelial lesions, atherosclerosis and hypoperfusion can lead to damage to the retinal nerve fiber layer and the underlying conjunctive tissue.
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Affiliation(s)
- Ana Maria Dascalu
- Faculty of Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Department of Ophthalmology, Emergency University Hospital Bucharest, 050098 Bucharest, Romania
| | - Daniela Stana
- Department of Ophthalmology, Emergency University Hospital Bucharest, 050098 Bucharest, Romania
| | - Vanesa Andrada Nicolae
- Faculty of Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Catalin Cirstoveanu
- Faculty of Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Geta Vancea
- Faculty of Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Dragos Serban
- Faculty of Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Bogdan Socea
- Faculty of Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, 020021 Bucharest, Romania
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Demmin DL, Silverstein SM. Visual Impairment and Mental Health: Unmet Needs and Treatment Options. Clin Ophthalmol 2020; 14:4229-4251. [PMID: 33299297 PMCID: PMC7721280 DOI: 10.2147/opth.s258783] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Accepted: 08/06/2020] [Indexed: 12/29/2022] Open
Abstract
Purpose An estimated 2.2 billion people are visually impaired worldwide. Given that age-related vision loss is a primary cause of vision impairment, this number is projected to rise with increases in average lifespan. Vision loss often results in significant disability and is associated with a substantial economic burden, reduced quality-of-life, concurrent medical issues, and mental health problems. In this review, the mental health needs of people with vision impairment are examined. Patients and methods A review of recent literature on mental health outcomes and current treatments in people with visual impairment was conducted. Results Considerable data indicate that rates of depression and anxiety are elevated among people with visual impairments. Moreover, individuals of lower socioeconomic status may be at increased risk for vision impairment and subsequent mental health problems. Existing psychosocial interventions for improving mental health in people with visual impairment show some promise, but are limited by low adherence and lack generalizability. Conclusion In order to improve outcomes, a better understanding of the mechanisms linking visual impairment and poor mental health is needed. It will also be essential to develop more effective interventions and expand access to services to improve the detection and treatment of mental health problems in this population.
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Affiliation(s)
- Docia L Demmin
- Department of Psychology, Rutgers University, Piscataway, NJ, USA
| | - Steven M Silverstein
- Departments of Psychiatry, Neuroscience, and Ophthalmology, University of Rochester, Rochester, NY, USA
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Sesar I, Pušić-Sesar A, Jurišić D, Sesar A, Merdžo I, Ćavar I. HEALTH-RELATED QUALITY OF LIFE IN PRIMARY OPEN-ANGLE GLAUCOMA PATIENTS. Acta Clin Croat 2020; 59:623-631. [PMID: 34285433 PMCID: PMC8253074 DOI: 10.20471/acc.2020.59.04.08] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 11/29/2020] [Indexed: 11/28/2022] Open
Abstract
The purpose of this research was to evaluate the relationship between general health-related quality of life (GHRQL) and sociodemographic factors in primary open-angle glaucoma (POAG) patients. A prospective cross-sectional study included 207 glaucoma patients. GHRQL was determined via two self-administered questionnaires: the 36-Item Short Form Survey (SF-36) and the EuroQol-5D (EQ-5D) questionnaire. Male and 50- to 69-year-old glaucoma patients, followed by patients who regularly used antiglaucoma therapy and those without progression of glaucoma reported a significantly higher quality of life as measured by the EQ-5D index and the EQ-5D visual analog scale (VAS) (p<0.05 all). Similarly, the Physical Component Summary (PCS) and Mental Component Summary (MCS) of SF-36 had significantly higher values for these patients (p<0.05 all). Furthermore, glaucoma patients with higher education and economic status, glaucoma patients who lived in rural areas, and those who were married achieved higher scores on EQ-5D and SF-36. In conclusion, progression of the disease, female sex, older age, lower education and economic status, urban area and unmarried status negatively affect quality of life in glaucoma patients.
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Affiliation(s)
| | - Anita Pušić-Sesar
- 1Department of Ophthalmology, Mostar University Hospital, Mostar, Bosnia and Herzegovina; 2Department of Physiology, School of Medicine, University of Mostar, Mostar, Bosnia and Herzegovina
| | - Darija Jurišić
- 1Department of Ophthalmology, Mostar University Hospital, Mostar, Bosnia and Herzegovina; 2Department of Physiology, School of Medicine, University of Mostar, Mostar, Bosnia and Herzegovina
| | - Antonio Sesar
- 1Department of Ophthalmology, Mostar University Hospital, Mostar, Bosnia and Herzegovina; 2Department of Physiology, School of Medicine, University of Mostar, Mostar, Bosnia and Herzegovina
| | - Ivan Merdžo
- 1Department of Ophthalmology, Mostar University Hospital, Mostar, Bosnia and Herzegovina; 2Department of Physiology, School of Medicine, University of Mostar, Mostar, Bosnia and Herzegovina
| | - Ivan Ćavar
- 1Department of Ophthalmology, Mostar University Hospital, Mostar, Bosnia and Herzegovina; 2Department of Physiology, School of Medicine, University of Mostar, Mostar, Bosnia and Herzegovina
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Al-Nosairy KO, Prabhakaran GT, Pappelis K, Thieme H, Hoffmann MB. Combined Multi-Modal Assessment of Glaucomatous Damage With Electroretinography and Optical Coherence Tomography/Angiography. Transl Vis Sci Technol 2020; 9:7. [PMID: 33200048 PMCID: PMC7645242 DOI: 10.1167/tvst.9.12.7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 08/30/2020] [Indexed: 01/22/2023] Open
Abstract
Purpose To compare the diagnostic performance and to evaluate the interrelationship of electroretinographical and structural and vascular measures in glaucoma. Methods For 14 eyes of 14 healthy controls and 15 eyes of 12 patients with glaucoma ranging from preperimetric to advanced stages optical coherence tomography (OCT), OCT-angiography (OCT-A), and electrophysiological measures (multifocal photopic negative response ratio [mfPhNR] and steady-state pattern electroretinography [ssPERG]) were applied to assess changes in retinal structure, microvasculature, and function, respectively. The diagnostic performance was assessed via area-under-curve (AUC) measures obtained from receiver operating characteristics analyses. The interrelation of the different measures was assessed with correlation analyses. Results The mfPhNR, ssPERG amplitude, parafoveal (pfVD) and peripapillary vessel density (pVD), macular ganglion cell inner plexiform layer thickness (mGCIPL) and peripapillary retinal nerve fiber layer thickness (pRNFL) were significantly reduced in glaucoma. The AUC for mfPhNR was highest among diagnostic modalities (AUC: 0.88, 95% confidence interval: 0.75-1.0, P < 0.001), albeit not statistically different from that for macular (mGCIPL: 0.76, 0.58-0.94, P < 0.05; pfVD: 0.81, 0.65-0.97, P < 0.01) or peripapillary imaging (pRNFL: 0.85, 0.70-1.0, P < 0.01; pVD: 0.82, 0.68-0.97, P < 0.01). Combined functional/vascular measures yielded the highest AUC (mfPhNR-pfVD: 0.94, 0.85-1.0, P < 0.001). The functional/structural measure correlation (mfPhNR-mGCIPL correlation coefficient [rs]: 0.58, P = 0.001; mfPhNR-pRNFL rs: 0.66, P < 0.001) was stronger than the functional-vascular correlation (mfPhNR-pfVD rs: 0.29, P = 0.13; mfPhNR-pVD rs: 0.54, P = 0.003). Conclusions The combination of ERG measures and OCT-A improved diagnostic performance and enhanced understanding of pathophysiology in glaucoma. Translational Relevance Multimodal assessment of glaucoma damage improves diagnostics and monitoring of disease progression.
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Affiliation(s)
| | | | - Konstantinos Pappelis
- Department of Ophthalmology, University of Groningen, University Medical Center, Groningen, The Netherlands
| | - Hagen Thieme
- Department of Ophthalmology, Otto-von-Guericke University, Magdeburg, Germany
| | - Michael B. Hoffmann
- Department of Ophthalmology, Otto-von-Guericke University, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
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16
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Deep learning in glaucoma with optical coherence tomography: a review. Eye (Lond) 2020; 35:188-201. [PMID: 33028972 DOI: 10.1038/s41433-020-01191-5] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 09/06/2020] [Accepted: 09/14/2020] [Indexed: 01/27/2023] Open
Abstract
Deep learning (DL), a subset of artificial intelligence (AI) based on deep neural networks, has made significant breakthroughs in medical imaging, particularly for image classification and pattern recognition. In ophthalmology, applying DL for glaucoma assessment with optical coherence tomography (OCT), including OCT traditional reports, two-dimensional (2D) B-scans, and three-dimensional (3D) volumetric scans, has increasingly raised research interests. Studies have demonstrated that using DL for interpreting OCT is efficient, accurate, and with good performance for discriminating glaucomatous eyes from normal eyes, suggesting that incorporation of DL technology in OCT for glaucoma assessment could potentially address some gaps in the current practice and clinical workflow. However, further research is crucial in tackling some existing challenges, such as annotation standardization (i.e., setting a standard for ground truth labelling among different studies), development of DL-powered IT infrastructure for real-world implementation, prospective validation in unseen datasets for further evaluation of generalizability, cost-effectiveness analysis after integration of DL, the AI "black box" explanation problem. This review summarizes recent studies on the application of DL on OCT for glaucoma assessment, identifies the potential clinical impact arising from the development and deployment of the DL models, and discusses future research directions.
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17
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Daba KT, Gessesse GW, Sori SB. Proportion of Glaucoma among Voluntary People Coming for Glaucoma Screening Program at Jimma University Department of Ophthalmology, Jimma, Ethiopia. Ethiop J Health Sci 2020; 30:13-22. [PMID: 32116428 PMCID: PMC7036452 DOI: 10.4314/ejhs.v30i1.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Background Glaucoma is the second leading cause of blindness worldwide. Glaucoma screening has been controversial, and much of the controversy has centered on the value of mass or community screening. Methods The aim of this study was to determine the proportion of glaucoma among volunteer adults who were screened in Jimma University Department of Ophthalmology. A cross-sectional study was conducted among 459 volunteer residents of Jimma town and surrounding areas. The study subjects were aged 40 years and above, who came for community screening program after media announcement during the four consecutive weekends of November 2014. Comprehensive eye examination was done including best corrected visual acuity, intra-ocular pressure measurement, stereoscopic optic nerve evaluation, angle structure evaluation and visual field testing. Three diagnostic criteria for glaucoma were employed for all cases. Results Of all adults who came for screening, 47(10.24%) were diagnosed to have glaucoma, 59(12.85%) were glaucoma suspects, and 8(1.74%) had ocular hypertension. The proportion of glaucoma increased with increasing age, (P value= 0.001 (99%CI)). Primary open angle glaucoma was the most common form (42.55%) of all new cases while 4.4% of all screened adults were followed by normal tension glaucoma (29.79%), pseudoexfoliative glaucoma (19.15%), and primary angle closure glaucoma (6.38%) Around 5.7% of all glaucoma cases were found to be blind. Conclusion The proportion of glaucoma in this community screening program in Southwest Ethiopia was 10.24% with primary open angle glaucoma being the commonest subtype. Glaucoma community screening should be promoted for early diagnosis and intervention to prevent irreversible blindness.
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Affiliation(s)
| | - Girum W Gessesse
- Department of Ophthalmology Saint Paul's Hospital Millennium Medical College
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18
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Waldman CW, Desai M, Rahman EZ, Eliassi-Rad B. Combined Endocyclophotocoagulation and Phacoemulsification in Patients with Glaucoma of African Descent. MEDICAL HYPOTHESIS, DISCOVERY & INNOVATION OPHTHALMOLOGY JOURNAL 2019; 8:257-265. [PMID: 31788486 PMCID: PMC6778678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The aim of this study was to evaluate the outcomes of combined endocyclophotocoagulation (ECP) and phacoemulsification regarding vision, refraction, intraocular pressure (IOP), medication dependence, and complications in patients of African descent. A retrospective chart review was performed including all cases of ECP combined with phacoemulsification from October 2015 to March 2017. Exclusion criteria consisted of patients who were not of African descent and patients with <1 month follow-up. IOP was the primary outcome. Thirty-two eyes of 29 patients were included in the study. Mean ± standard deviation (SD) of IOP decreased from 17.30 ± 6.30 mmHg preoperatively to 15.88 ± 4.23 mmHg at the last postoperative visit (P = 0.301). In 2 of eight patients who did not demonstrate a difference in pre- and postoperative IOP changes, all IOP lowering medications were stopped. The mean ± SD of follow-up was 5.05 ± 4.08 months with a range of 1 to 18 months. The mean ± SD number of medications used for each patient for IOP control decreased from 2.59 ± 1.01 preoperatively to 1.97 ±1.38 (P = 0.045). Average visual acuity improved from 20/50 preoperatively to 20/25 (P = 0.002). Postoperative complication rate was low. ECP combined with phacoemulsification was effective to decrease IOP lowering medication dependence in patients of African descent. We found that combined ECP and phacoemulsification can lead to a significantly decreased dependence on IOP lowering drops, with some patients demonstrating complete independence from drops following surgery. Although there was not a significant decrease in IOP postoperatively when analyzed collectively, larger studies might to find such an association. Combined ECP and phacoemulsification has been shown to be a safe combination in patients with refractive glaucoma and may be considered if a patient desire less dependence on IOP lowering drops once other first-line methods have failed, or as a bridge between conservative and more definitive surgical treatment.
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Affiliation(s)
- Corey W. Waldman
- Department of Ophthalmology, Boston University, Boston, MA, USA,Department of Ophthalmology, University of Texas Health, San Antonio, TX, USA
| | - Manishi Desai
- Department of Ophthalmology, Boston University, Boston, MA, USA
| | - Effie Z. Rahman
- Department of Ophthalmology, University of Texas Health, San Antonio, TX, USA
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King R, Struebing FL, Li Y, Wang J, Koch AA, Cooke Bailey JN, Gharahkhani P, MacGregor S, Allingham RR, Hauser MA, Wiggs JL, Geisert EE. Genomic locus modulating corneal thickness in the mouse identifies POU6F2 as a potential risk of developing glaucoma. PLoS Genet 2018; 14:e1007145. [PMID: 29370175 PMCID: PMC5784889 DOI: 10.1371/journal.pgen.1007145] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 12/07/2017] [Indexed: 12/26/2022] Open
Abstract
Central corneal thickness (CCT) is one of the most heritable ocular traits and it is also a phenotypic risk factor for primary open angle glaucoma (POAG). The present study uses the BXD Recombinant Inbred (RI) strains to identify novel quantitative trait loci (QTLs) modulating CCT in the mouse with the potential of identifying a molecular link between CCT and risk of developing POAG. The BXD RI strain set was used to define mammalian genomic loci modulating CCT, with a total of 818 corneas measured from 61 BXD RI strains (between 60–100 days of age). The mice were anesthetized and the eyes were positioned in front of the lens of the Phoenix Micron IV Image-Guided OCT system or the Bioptigen OCT system. CCT data for each strain was averaged and used to QTLs modulating this phenotype using the bioinformatics tools on GeneNetwork (www.genenetwork.org). The candidate genes and genomic loci identified in the mouse were then directly compared with the summary data from a human POAG genome wide association study (NEIGHBORHOOD) to determine if any genomic elements modulating mouse CCT are also risk factors for POAG.This analysis revealed one significant QTL on Chr 13 and a suggestive QTL on Chr 7. The significant locus on Chr 13 (13 to 19 Mb) was examined further to define candidate genes modulating this eye phenotype. For the Chr 13 QTL in the mouse, only one gene in the region (Pou6f2) contained nonsynonymous SNPs. Of these five nonsynonymous SNPs in Pou6f2, two resulted in changes in the amino acid proline which could result in altered secondary structure affecting protein function. The 7 Mb region under the mouse Chr 13 peak distributes over 2 chromosomes in the human: Chr 1 and Chr 7. These genomic loci were examined in the NEIGHBORHOOD database to determine if they are potential risk factors for human glaucoma identified using meta-data from human GWAS. The top 50 hits all resided within one gene (POU6F2), with the highest significance level of p = 10−6 for SNP rs76319873. POU6F2 is found in retinal ganglion cells and in corneal limbal stem cells. To test the effect of POU6F2 on CCT we examined the corneas of a Pou6f2-null mice and the corneas were thinner than those of wild-type littermates. In addition, these POU6F2 RGCs die early in the DBA/2J model of glaucoma than most RGCs. Using a mouse genetic reference panel, we identified a transcription factor, Pou6f2, that modulates CCT in the mouse. POU6F2 is also found in a subset of retinal ganglion cells and these RGCs are sensitive to injury. Glaucoma is a complex group of diseases with several known causal mutations and many known risk factors. One well-known risk factor for developing primary open angle glaucoma is the thickness of the central cornea. The present study leverages a unique blend of systems biology methods using BXD recombinant inbred mice and genome-wide association studies from humans to define a putative molecular link between a phenotypic risk factor (central corneal thickness) and glaucoma. We identified a transcription factor, POU6F2, that is found in the developing retinal ganglion cells and cornea. POU6F2 is also present in a subpopulation of retinal ganglion cells and in stem cells of the cornea. Functional studies reveal that POU6F2 is associated with the central corneal thickness and susceptibility of retinal ganglion cells to injury.
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Affiliation(s)
- Rebecca King
- Department of Ophthalmology, Emory University, Atlanta, Georgia, United States of America
| | - Felix L. Struebing
- Department of Ophthalmology, Emory University, Atlanta, Georgia, United States of America
| | - Ying Li
- Department of Ophthalmology, Emory University, Atlanta, Georgia, United States of America
| | - Jiaxing Wang
- Department of Ophthalmology, Emory University, Atlanta, Georgia, United States of America
- Department of Ophthalmology, Tianjin Medical University General Hospital, Tianjin, China
| | - Allison Ashley Koch
- Duke Molecular Physiology Institute, Duke University, Durham, North Carolina, United States of America
| | - Jessica N. Cooke Bailey
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Puya Gharahkhani
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | | | | | - Stuart MacGregor
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - R. Rand Allingham
- Department of Medicine and Ophthalmology, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Michael A. Hauser
- Department of Medicine and Ophthalmology, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Janey L. Wiggs
- Department of Ophthalmology, Harvard Medical School of Medicine, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, United States of America
| | - Eldon E. Geisert
- Department of Ophthalmology, Emory University, Atlanta, Georgia, United States of America
- * E-mail:
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20
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Danford ID, Verkuil LD, Choi DJ, Collins DW, Gudiseva HV, Uyhazi KE, Lau MK, Kanu LN, Grant GR, Chavali VRM, O'Brien JM. Characterizing the "POAGome": A bioinformatics-driven approach to primary open-angle glaucoma. Prog Retin Eye Res 2017; 58:89-114. [PMID: 28223208 PMCID: PMC5464971 DOI: 10.1016/j.preteyeres.2017.02.001] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 02/03/2017] [Accepted: 02/10/2017] [Indexed: 01/10/2023]
Abstract
Primary open-angle glaucoma (POAG) is a genetically, physiologically, and phenotypically complex neurodegenerative disorder. This study addressed the expanding collection of genes associated with POAG, referred to as the "POAGome." We used bioinformatics tools to perform an extensive, systematic literature search and compiled 542 genes with confirmed associations with POAG and its related phenotypes (normal tension glaucoma, ocular hypertension, juvenile open-angle glaucoma, and primary congenital glaucoma). The genes were classified according to their associated ocular tissues and phenotypes, and functional annotation and pathway analyses were subsequently performed. Our study reveals that no single molecular pathway can encompass the pathophysiology of POAG. The analyses suggested that inflammation and senescence may play pivotal roles in both the development and perpetuation of the retinal ganglion cell degeneration seen in POAG. The TGF-β signaling pathway was repeatedly implicated in our analyses, suggesting that it may be an important contributor to the manifestation of POAG in the anterior and posterior segments of the globe. We propose a molecular model of POAG revolving around TGF-β signaling, which incorporates the roles of inflammation and senescence in this disease. Finally, we highlight emerging molecular therapies that show promise for treating POAG.
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Affiliation(s)
- Ian D Danford
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Lana D Verkuil
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Daniel J Choi
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - David W Collins
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Harini V Gudiseva
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Katherine E Uyhazi
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Marisa K Lau
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Levi N Kanu
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Gregory R Grant
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA, Penn Center for Bioinformatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Venkata R M Chavali
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA.
| | - Joan M O'Brien
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
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21
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Kim HT, Kim JM, Kim JH, Lee MY, Won YS, Lee JY, Park KH. The Relationship between Vitamin D and Glaucoma: A Kangbuk Samsung Health Study. KOREAN JOURNAL OF OPHTHALMOLOGY 2016; 30:426-433. [PMID: 27980361 PMCID: PMC5156616 DOI: 10.3341/kjo.2016.30.6.426] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 04/28/2016] [Indexed: 01/30/2023] Open
Abstract
PURPOSE To investigate the relationship between vitamin D and glaucoma. METHODS This retrospective, cross-sectional study included subjects who underwent a health screening at the Health Screening Center of Kangbuk Samsung Hospital from August 2012 to July 2013. All fundus photographs were reviewed by ophthalmologists. The ophthalmologists determined if an eye was glaucomatous based on the criteria set forth by the International Society of Geographical and Epidemiological Ophthalmology and by the appearance of the retinal nerve fiber layer and optic disc. If the subjects previously underwent an ophthalmologic examination, they were enrolled based on the documented history. In addition to fundus photographs, each participant underwent a systemic examination including blood sampling and sociodemographic and behavioral questionnaires. The subjects were divided into five groups according to serum 25-hydroxyvitamin D (25(OH)D) level. Multivariate logistic regression models were constructed to assess possible associations between elevated glaucoma risk and systemic factors with a p < 0.2 on univariate analysis. RESULTS Of the 169,208 subjects older than 20 years, 123,331 were eligible for the study. There was no difference in the prevalence of glaucoma according to quintile of serum 25(OH)D level based on sex (p = 0.412 for males, p = 0.169 for females). According to the multivariable-adjusted logistic analysis, the odds ratio of glaucoma for the fourth quintile was significantly lower than that of the first quintile in females (odds ratio, 0.713; 95% confidence interval, 0.520 to 0.979). CONCLUSIONS Lower 25(OH)D level was significantly associated with an elevated risk of glaucoma in females compared with higher 25(OH)D level. Further evaluation is needed to investigate the relationship between glaucoma and vitamin D.
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Affiliation(s)
- Hyun Tae Kim
- Department of Ophthalmology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Joon Mo Kim
- Department of Ophthalmology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jung Hoon Kim
- Department of Ophthalmology, Inje University Sanggye Paik Hospital, Seoul, Korea
| | - Mi Yeon Lee
- Department of Biostatistics, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yu Sam Won
- Department of Neurosurgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jae Yeun Lee
- Department of Ophthalmology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ki Ho Park
- Department of Ophthalmology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
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