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Teeuw GJ, Vergouwen DPC, Ramdas WD, Sanchez-Brea L, Andrade De Jesus D, Rothova A, Vingerling JR, Ten Berge JC. Assessment of conjunctival, episcleral and scleral thickness in healthy individuals using anterior segment optical coherence tomography. Acta Ophthalmol 2023. [PMID: 38140822 DOI: 10.1111/aos.16606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 11/07/2023] [Accepted: 12/08/2023] [Indexed: 12/24/2023]
Abstract
PURPOSE To determine the thickness of the conjunctiva, episclera and sclera in healthy individuals using anterior segment optical coherence tomography (AS-OCT). METHODS We prospectively included 107 healthy individuals of different age groups (18-39 years, 40-54 years, 55-69 years and ≥70 years). For each eye, AS-OCT scans of four quadrants (temporal, nasal, superior and inferior) were acquired. The thickness of the conjunctiva, episclera and sclera was measured for each scan. In addition, the axial length of both eyes was measured, and general characteristics, including smoking, allergies and contact lens use, were collected. RESULTS The mean conjunctival thickness was significantly different between the nasal and superior quadrants (87 ± 30 μm vs. 77 ± 16 μm; p < 0.001), as well as the superior and inferior quadrants (77 ± 16 μm vs. 86 ± 19 μm; p = 0.001). The mean episcleral thickness was larger in the superior (174 ± 54 μm) and inferior (141 ± 43 μm) quadrants, compared to the nasal (83 ± 38 μm) and temporal quadrants (90 ± 44 μm). The mean scleral thickness of the inferior quadrant was the largest (596 ± 64 μm), followed by the nasal (567 ± 76 μm), temporal (516 ± 67 μm) and superior (467 ± 52 μm) quadrants (all p < 0.001). The averaged scleral thickness increased 0.96 μm per age year (0.41-1.47 μm, p < 0.001). CONCLUSIONS This study provides an assessment of the thickness of scleral and adjacent superficial layers in healthy individuals determined on AS-OCT, which could enable future research into the use of AS-OCT in diseases affecting the anterior eye wall.
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Affiliation(s)
- G J Teeuw
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - D P C Vergouwen
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - W D Ramdas
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - L Sanchez-Brea
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Radiology & Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - D Andrade De Jesus
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Radiology & Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - A Rothova
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - J R Vingerling
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - J C Ten Berge
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
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van Dijk EHC, Ossewaarde-van Norel J, Vingerling JR, Cohen SY, Boon CJF. Serous Maculopathy Due to Aspecific Choroidopathy (SMACH). Asia Pac J Ophthalmol (Phila) 2023; 12:496-498. [PMID: 36454234 DOI: 10.1097/apo.0000000000000550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Affiliation(s)
- Elon H C van Dijk
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Salomon Y Cohen
- Ophthalmic Center for Imaging and Laser, Paris, France
- Department of Ophthalmology, Intercity Hospital and University of Paris Est, Creteil, France
| | - Camiel J F Boon
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Ophthalmology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
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3
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Haarman AEG, Tedja MS, Brussee C, Enthoven CA, van Rijn GA, Vingerling JR, Keunen JEE, Boon CJF, Geerards AJM, Luyten GPM, Verhoeven VJM, Klaver CCW. Prevalence of Myopic Macular Features in Dutch Individuals of European Ancestry With High Myopia. JAMA Ophthalmol 2021; 140:115-123. [PMID: 34913968 PMCID: PMC8678902 DOI: 10.1001/jamaophthalmol.2021.5346] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Question What is the prevalence of myopic macular degeneration in Dutch individuals of European ancestry with high myopia? Findings In this cross-sectional study of 626 individuals with European ancestry with high myopia, the prevalence of myopic macular degeneration was 25.9% and increased with older age, lower spherical equivalent of refractive error, and higher axial length. Meaning Myopic retinal features were frequent in this highly myopic study population, but not different than patients of Asian ancestry with similar risk profiles. Importance High myopia incidence and prevalence is increasing worldwide, and the visual burden caused by myopia is expected to rise accordingly. Studies investigating the occurrence of myopic complications in individuals of European ancestry with high myopia are scarce, hampering insights into the frequency of myopic retinal complications in European individuals and their visual burden. Objective To assess the frequency of myopic macular features in individuals of European ancestry with high myopia. Design, Setting, and Participants This cross-sectional analysis of the Dutch Myopia Study (MYST) and individuals with high myopia from the Rotterdam Study (RS) included 626 patients with high myopia (spherical equivalent of refractive error [SER] ≤−6 diopters [D] or axial length [AL] ≥26 mm) who underwent an extensive ophthalmic examination including multimodal retinal imaging. In addition to this combination of a population-based cohort study and mix-based high myopia study, a systematic literature review was also performed to compare findings with studies of individuals of Asian ancestry. Exposures High myopia, age, and AL. Main Outcomes and Measures Frequency of myopic macular and optic disc features: tessellated fundus, myopic macular degeneration (MMD), staphyloma, peripapillary intrachoroidal cavitation, peripapillary atrophy (PPA), and “plus” lesions (choroidal neovascularization, Fuchs spot, and lacquer cracks). Results The mean (SD) SER of the combined study population (MYST and RS) was −9.9 (3.2) D; the mean (SD) age was 51.4 (15.1) years, and 387 (61.8%) were women. The prevalence of MMD was 25.9% and increased with older age (P for trend <.001), lower SER (odds ratio [OR], 0.70; 95% CI, 0.65-0.76; P < .001), and higher AL (OR, 2.53; 95% CI, 2.13-3.06; P < .001). Choroidal neovascularization or Fuchs spot was present in 2.7% (n = 17), both lesions in 0.3% (n = 2), and lacquer cracks in 1.4% (n = 9). Staphyloma, PPA, and MMD were highly prevalent in visual impaired and blind eyes (frequency was 73.9% [20 of 27], 90.5% [19 of 21], and 63.0% [17 of 27] of unilateral blind eyes for MMD, staphyloma, and PPA, respectively). Seven previous studies in Asian populations reported a variable MMD frequency ranging from 8.3% to 64%, but frequencies were similar for comparable risk profiles based on age and SER. Conclusions and Relevance In this cross-sectional study of a highly myopic Dutch population of European ancestry, myopic retinal features were frequent; were associated with age, SER, and AL; and occurred in all visually severely impaired eyes. The absence of treatment options for most of these retinal complications emphasizes the need for effective strategies to prevent high myopia.
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Affiliation(s)
- Annechien E G Haarman
- Erasmus Medical Center, Department of Ophthalmology, Rotterdam, the Netherlands.,Erasmus Medical Center, Department of Epidemiology, Rotterdam, the Netherlands
| | - Milly S Tedja
- Erasmus Medical Center, Department of Ophthalmology, Rotterdam, the Netherlands.,Erasmus Medical Center, Department of Epidemiology, Rotterdam, the Netherlands
| | - Corina Brussee
- Erasmus Medical Center, Department of Ophthalmology, Rotterdam, the Netherlands.,Erasmus Medical Center, Department of Epidemiology, Rotterdam, the Netherlands
| | - Clair A Enthoven
- Erasmus Medical Center, Department of Ophthalmology, Rotterdam, the Netherlands.,Erasmus Medical Center, Department of Epidemiology, Rotterdam, the Netherlands
| | - Gwyneth A van Rijn
- Leiden University Medical Center, Department of Ophthalmology, Leiden, the Netherlands
| | | | - Jan E E Keunen
- Radboudumc, Department of Ophthalmology, Nijmegen, the Netherlands
| | - Camiel J F Boon
- Leiden University Medical Center, Department of Ophthalmology, Leiden, the Netherlands.,Amsterdam University Medical Center, Department of Ophthalmology, Amsterdam, the Netherlands
| | | | - Gré P M Luyten
- Leiden University Medical Center, Department of Ophthalmology, Leiden, the Netherlands
| | - Virginie J M Verhoeven
- Erasmus Medical Center, Department of Ophthalmology, Rotterdam, the Netherlands.,Erasmus Medical Center, Department of Epidemiology, Rotterdam, the Netherlands.,Erasmus Medical Center, Department of Clinical Genetics, Rotterdam, the Netherlands
| | - Caroline C W Klaver
- Erasmus Medical Center, Department of Ophthalmology, Rotterdam, the Netherlands.,Erasmus Medical Center, Department of Epidemiology, Rotterdam, the Netherlands.,Radboudumc, Department of Ophthalmology, Nijmegen, the Netherlands.,Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland
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Rothova A, Groen F, Ten Berge JCEM, Lubbers SM, Vingerling JR, Thiadens AAHJ. CAUSES AND CLINICAL MANIFESTATIONS OF MASQUERADE SYNDROMES IN INTRAOCULAR INFLAMMATORY DISEASES. Retina 2021; 41:2318-2324. [PMID: 33814536 DOI: 10.1097/iae.0000000000003171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To identify the clinical characteristics and prevalence of neoplastic and nonneoplastic inflammatory masquerade syndromes (IMSs) in a tertiary center and determine the useful diagnostic tests. METHODS A retrospective cohort study of consecutive 1906 patients diagnosed with intraocular inflammatory disease. RESULTS Of all patients initially diagnosed with intraocular inflammatory disease, we identified 116 (6%) patients with noninflammatory causes (neoplastic IMSs in 36/116; 31% and nonneoplastic IMSs in 52/116; 45%). In addition, 26 patients (22%, 1.4% of all) had drug-induced uveitis and 2 (2%, 0.1% of all) had paraneoplastic uveitis. The large B-cell lymphoma was the most common neoplastic IMS (78%), and the major clinical features were presence of cells and floaters in the vitreous (69%) and chorioretinal lesions (33%). The causes of nonneoplastic IMSs included retinal vascular disorders (38%), hereditary retinal diseases (31%), and degenerative ocular disorders (19%). The common clinical manifestations consisted of chorioretinal scars (27%), small white-yellow retinal lesions (17%), and leaking vessels on fluorescein angiography (14%). CONCLUSION Noninflammatory causes were determined in 6% of a large population with initial diagnosis of intraocular inflammatory disease. Although neoplastic IMS was commonly characterized by vitreous cells and opacities, most common definitive diagnoses in nonneoplastic IMS encompassed diverse retinal disorders.
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Affiliation(s)
- Aniki Rothova
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
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5
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Colijn JM, Liefers B, Joachim N, Verzijden T, Meester-Smoor MA, Biarnés M, Monés J, de Jong PTVM, Vingerling JR, Mitchell P, Sánchez CI, Wang JJ, Klaver CCW. Enlargement of Geographic Atrophy From First Diagnosis to End of Life. JAMA Ophthalmol 2021; 139:743-750. [PMID: 34014262 DOI: 10.1001/jamaophthalmol.2021.1407] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Importance Treatments for geographic atrophy (GA), a late stage of age-related macular degeneration (AMD), are currently under development. Understanding the natural course is needed for optimal trial design. Although enlargement rates of GA and visual acuity (VA) in the short term are known from clinical studies, knowledge of enlargement in the long term, life expectancy, and visual course is lacking. Objective To determine long-term enlargement of GA. Design, Setting, and Participants In this study, participant data were collected from 4 population-based cohort studies, with up to 25 years of follow-up and eye examinations at 5-year intervals: the Rotterdam Study cohorts 1, 2, and 3 and the Blue Mountains Eye Study. Data were collected from 1990 to 2015, and data were analyzed from January 2019 to November 2020. Main Outcomes and Measures Area of GA was measured pixel by pixel using all available imaging. Area enlargement and enlargement of the square root-transformed area, time until GA reached the central fovea, and time until death were assessed, and best-corrected VA, smoking status, macular lesions according to the Three Continent AMD Consortium classification, a modified version of the Wisconsin age-related maculopathy grading system, and AMD genetic variants were covariates in Spearman, Pearson, or Mann-Whitney analyses. Results Of 171 included patients, 106 (62.0%) were female, and the mean (SD) age at inclusion was 82.6 (7.1) years. A total of 147 of 242 eyes with GA (60.7%) were newly diagnosed in our study. The mean area of GA at first presentation was 3.74 mm2 (95% CI, 3.11-4.67). Enlargement rate varied widely between persons (0.02 to 4.05 mm2 per year), with a mean of 1.09 mm2 per year (95% CI, 0.89-1.30). Stage of AMD in the other eye was correlated with GA enlargement (Spearman ρ = 0.34; P = .01). Foveal involvement was already present in incident GA in 55 of 147 eyes (37.4%); 23 of 42 eyes (55%) developed this after a mean (range) period of 5.6 (3-12) years, and foveal involvement did not develop before death in 11 of 42 eyes (26%). After first diagnosis, 121 of 171 patients with GA (70.8%) died after a mean (SD) period of 6.4 (5.4) years. Visual function was visually impaired (less than 20/63) in 47 of 107 patients (43.9%) at last visit before death. Conclusions and Relevance In this study, enlargement of GA appeared to be highly variable in the general population. More than one-third of incident GA was foveal at first presentation; those with extrafoveal GA developed foveal GA after a mean of 5.6 years. Future intervention trials should focus on recruiting those patients who have a high chance of severe visual decline within their life expectancy.
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Affiliation(s)
- Johanna M Colijn
- Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Bart Liefers
- Department of Radiology and Nuclear Medicine, RadboudUMC, Nijmegen, the Netherlands
| | - Nichole Joachim
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Timo Verzijden
- Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Magda A Meester-Smoor
- Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Marc Biarnés
- Barcelona Macula Foundation, Barcelona, Spain.,Institut de la Màcula, Hospital Quirón Teknon, Barcelona, Spain
| | - Jordi Monés
- Barcelona Macula Foundation, Barcelona, Spain.,Institut de la Màcula, Hospital Quirón Teknon, Barcelona, Spain
| | - Paulus T V M de Jong
- Department of Retinal Signal Processing, Netherlands Institute of Neurosciences, KNAW, Department of Ophthalmology, Amsterdam University Medical Centre, Leiden University Medical Centre, Leiden, the Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Paul Mitchell
- Centre for Vision Research, Department of Ophthalmology, The Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Clara I Sánchez
- Informatics Institute, Faculty of Science, University of Amsterdam, Amsterdam, the Netherlands.,Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Jie J Wang
- Centre for Vision Research, Department of Ophthalmology, The Westmead Institute for Medical Research, University of Sydney, Sydney, Australia.,Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands.,Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland
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van Romunde SHM, van der Sommen CM, Martinez Ciriano JP, Vingerling JR, Yzer S. Prevalence and Severity of Diabetic Retinopathy in Patients with Macular Telangiectasia Type 2. Ophthalmol Retina 2021; 5:999-1004. [PMID: 33444807 DOI: 10.1016/j.oret.2021.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Revised: 12/16/2020] [Accepted: 01/04/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE To study the prevalence and severity of diabetic retinopathy (DR) in patients with macular telangiectasia type 2 (MacTel 2). DESIGN Retrospective case series. PARTICIPANTS Patients with a diagnosis of MacTel 2 treated at the Rotterdam Eye Hospital or Erasmus Medical Center between 2014 and 2018 were included. METHODS The following information was retrieved from patient files: demographics, history of diabetes mellitus and hypertension, presence of DR, and severity of DR, that is, mild, moderate, severe, or proliferative. Presence of diabetic macular edema (DME) was assessed using OCT. MAIN OUTCOME MEASURES Presence and severity of DR. RESULTS Two hundred six eyes of 103 patients were included. At the onset of MacTel 2, the mean age was 61 years (standard deviation [SD], 9.8 years) and 64 (62%) were women. Mean follow-up was 71 months (SD, 60 months). Diabetes mellitus type 2 was present in 50 patients (49%) and hypertension was present in 47 patients (46%). Mild DR was present in 22 eyes (11%), of which 14 eyes (7%) showed signs at baseline and 8 eyes (4%) showed signs at a later time during follow-up. Ten eyes (5%) demonstrated remission of mild DR during follow-up. Both eyes (1%) in 1 patient progressed to moderate DR. Severe DR, proliferative DR, and DME did not occur. CONCLUSIONS Although diabetes mellitus was highly prevalent among MacTel 2 patients, no patients showed severe or proliferative DR or DME. These findings suggest that MacTel 2 could have a protective effect on the progression of DR. We hypothesize that our results may be explained by the role of Müller cells in the development of MacTel 2 and DR, and therefore a link between both diseases warrants additional studies.
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Affiliation(s)
| | | | | | | | - Suzanne Yzer
- Rotterdam Eye Hospital, Rotterdam, The Netherlands
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7
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Rothova A, ten Berge JC, Vingerling JR. Intravitreal aflibercept for treatment of macular oedema associated with immune recovery uveitis. Acta Ophthalmol 2020; 98:e922-e923. [PMID: 32356367 PMCID: PMC7687090 DOI: 10.1111/aos.14451] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 03/30/2020] [Indexed: 11/28/2022]
Affiliation(s)
- Aniki Rothova
- Department of Ophthalmology Erasmus Medical Center Rotterdam The Netherlands
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Vergouwen DPC, Rothova A, Berge JCT, Verdijk RM, van Laar JAM, Vingerling JR, Schreurs MWJ. Current insights in the pathogenesis of scleritis. Exp Eye Res 2020; 197:108078. [PMID: 32504648 DOI: 10.1016/j.exer.2020.108078] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 05/15/2020] [Accepted: 05/19/2020] [Indexed: 12/19/2022]
Abstract
Scleritis is a sight-threatening inflammation characterized by severe pain and redness of the eye. It can cause blindness by severe complications like scleral and corneal necrosis, keratitis, and uveitis. The pathogenesis of scleritis is largely unknown due to a combination of the rarity of the disease, the little available human tissue-based research material, and the lack of animal models. The immune system is assumed to play a crucial role in the pathogenesis of scleritis. Multiple clues indicate probable antigenic stimuli in scleritis, and the involvement of matrix metalloproteinases in the destruction of scleral tissue. In this article we review the current insights into the pathogenesis of scleritis, and we suggest new hypotheses by implementing knowledge of systemic autoimmune disease pathogenesis. Understanding the pathogenesis of scleritis is crucial to improve the clinical management, as well as to find novel treatment modalities.
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Affiliation(s)
- D P C Vergouwen
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Immunology, Laboratory Medical Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - A Rothova
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - J C Ten Berge
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - R M Verdijk
- Department of Pathology, Section Ophthalmic Pathology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - J A M van Laar
- Department of Immunology, Laboratory Medical Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Internal Medicine, Section Clinical Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - J R Vingerling
- Department of Ophthalmology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - M W J Schreurs
- Department of Immunology, Laboratory Medical Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
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9
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Vader MJC, Schauwvlieghe ASME, Verbraak FD, Dijkman G, Hooymans JMM, Los LI, Zwinderman AH, Peto T, Hoyng CB, van Leeuwen R, Vingerling JR, Moll AC, van Lith-Verhoeven JJC, Dijkgraaf MGW, Schlingemann RO. Comparing the Efficacy of Bevacizumab and Ranibizumab in Patients with Diabetic Macular Edema (BRDME): The BRDME Study, a Randomized Trial. Ophthalmol Retina 2020; 4:777-788. [PMID: 32362552 DOI: 10.1016/j.oret.2020.02.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Revised: 02/14/2020] [Accepted: 02/18/2020] [Indexed: 12/15/2022]
Abstract
PURPOSE To generate conclusive evidence regarding the noninferiority of intravitreal bevacizumab compared with ranibizumab in patients with diabetic macular edema (DME). DESIGN Comparative, randomized, double-masked, multicenter, noninferiority clinical trial. PARTICIPANTS Eligible patients were older than 18 years, diagnosed with type 1 or type 2 diabetes mellitus, with glycosylated hemoglobin of less than 12%, central area thickness of more than 325 μm, and visual impairment from DME with a best-corrected visual acuity (BCVA) between 24 letters and 78 letters. METHODS From June 2012 through February 2018, a total of 170 participants were randomized to receive 6 monthly injections of either 1.25 mg bevacizumab (n = 86) or 0.5 mg ranibizumab (n = 84). MAIN OUTCOME MEASURES Primary outcome was change in BCVA from baseline to month 6 compared between the 2 treatment arms. The noninferiority margin was 3.5 letters. RESULTS The difference in mean BCVA between treatment arms was 1.8 letters in favor of ranibizumab after 6 months of follow-up; BCVA improved by 4.9±6.7 letters in the bevacizumab group and 6.7±8.7 letters in the ranibizumab group. The lower bound of the 2-sided 90% confidence interval (CI) was -3.626 letters, exceeding the noninferiority margin of 3.5 letters. Central area thickness decreased more with ranibizumab (138.2±114.3 μm) compared with bevacizumab (64.2±104.2 μm). In a post hoc subgroup analysis, participants with a worse BCVA at baseline (≤69 letters) improved by 6.7±7.0 letters with bevacizumab and 10.4±10.0 letters with ranibizumab, and central area thickness decreased significantly more in the ranibizumab arm of this subgroup compared with the bevacizumab arm. Participants with an initially better BCVA at baseline (≥70 letters) did not demonstrate differences in BCVA or OCT outcomes between treatment arms. CONCLUSIONS Based on change in BCVA from baseline to month 6, the noninferiority of 1.25 mg bevacizumab to 0.5 mg ranibizumab was not confirmed. Only the subgroup of patients with a lower BCVA at baseline showed better visual acuity and anatomic outcomes with ranibizumab. Our study confirmed the potential differential efficacy of anti-vascular endothelial growth factor agents in the treatment of DME as well as the difference in response between patient groups with different baseline visual acuities.
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Affiliation(s)
- Maartje J C Vader
- Department of Ophthalmology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Ann-Sofie M E Schauwvlieghe
- Department of Ophthalmology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Frank D Verbraak
- Department of Ophthalmology, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Greetje Dijkman
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
| | - Johanna M M Hooymans
- Department of Ophthalmology, University Medical Center Groningen and W. J. Kolff Institute, Graduate School of Medical Sciences, University of Groningen, Groningen, The Netherlands
| | - Leonoor I Los
- Department of Ophthalmology, University Medical Center Groningen and W. J. Kolff Institute, Graduate School of Medical Sciences, University of Groningen, Groningen, The Netherlands
| | - Aeilko H Zwinderman
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Tunde Peto
- Department of Ophthalmology, Queens University Belfast, Belfast, United Kingdom
| | - Carel B Hoyng
- Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Redmer van Leeuwen
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Annette C Moll
- Department of Ophthalmology, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | | | - Marcel G W Dijkgraaf
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Reinier O Schlingemann
- Department of Ophthalmology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands; Department of Ophthalmology, University of Lausanne, Jules-Gonin Eye Hospital, Lausanne, Switzerland.
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10
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Tideman JWL, Polling JR, Jaddoe VWV, Vingerling JR, Klaver CCW. Growth in foetal life, infancy, and early childhood and the association with ocular biometry. Ophthalmic Physiol Opt 2019; 39:245-252. [PMID: 31236981 PMCID: PMC6618159 DOI: 10.1111/opo.12630] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2018] [Accepted: 05/28/2019] [Indexed: 12/19/2022]
Abstract
PURPOSE Ocular biometry varies within groups of emmetropic, hyperopic or myopic children. The aim of this study was to quantify the effect of foetal and infant growth on ocular biometry in early childhood, to determine the most important period for this association, and to examine genetic overlap with height and birth weight. METHODS 5931 children (50.1% girls) from a population-based prospective birth cohort study underwent intra-uterine and infant growth measurements at second and third trimester, and from birth to 72 months. An ophthalmic examination including axial length (mm) and corneal radius of curvature (mm) was performed at 6 years of age. The associations between prenatal and postnatal growth variables and axial length and corneal radius of curvature were assessed with conditional linear regression analyses. Weighted genetic risk scores for birth weight and height were calculated and causality was tested with Mendelian randomisation. RESULTS Weight and length from mid-pregnancy to 2 years of age were most important prognostic factors for axial length and corneal radius of curvature at age 4.9-9 years (mean 6.2 years S.D. 0.5). For height (Standard deviation score), the association with axial length and corneal radius of curvature was highest for the measurement at 12 months (β 0.171 p < 0.001 and 0.070 p < 0.001). The genetic height and birth weight risk scores were both significantly associated with ocular biometry. CONCLUSIONS Larger neonates had longer axial length and greater corneal radius of curvature. Growth during pregnancy and 2 years postnatally is the most important period underlying this association and may be partly genetically determined by genes associated with height.
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Affiliation(s)
- Jan Willem L Tideman
- Department of Ophthalmology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.,Department of Epidemiology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.,The Generation R Study Group, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands
| | - Jan Roelof Polling
- Department of Ophthalmology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.,HU University of Applied Sciences, Utrecht, the Netherlands
| | - Vincent W V Jaddoe
- Department of Epidemiology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.,The Generation R Study Group, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.,Department of Paediatrics, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.,Department of Epidemiology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.,Department of Ophthalmology, Radboud University Medical Centre, Nijmegen, the Netherlands
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11
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Pauleikhoff D, Bonelli R, Dubis AM, Gunnemann F, Rothaus K, Charbel Issa P, Heeren TFC, Peto T, Clemons TE, Chew EY, Bird AC, Sallo FB, Bakri S, Bernstein PS, Blodi B, Brucker A, Bucher F, Chung M, Comer G, Constable I, Cooney M, Do D, Duncan J, Egan C, Elman MJ, Fawzi A, Friedlander M, Gaudric A, Gillies MC, Goldberg R, Googe JM, Guymer R, Higgins P, Holz F, Houghton O, Hoyng CB, Hubschman J, Jhaveri C, Khanani A, Lally D, Lee C, Lee M, Miller JW, Miller D, Moisseiev J, Murphy R, Narayanan R, Randhawa S, Raphaelian PV, Rich R, Rosen R, Rosenfeld P, Ruys J, Sahel J, Schwartz S, Singerman L, Sneed S, Soubrane G, Vingerling JR, Warrow D, Weinberg D, Wolf S, Wykoff C, Yan J, Yannuzzi LA, Zhuk SA. Progression characteristics of ellipsoid zone loss in macular telangiectasia type 2. Acta Ophthalmol 2019; 97:e998-e1005. [PMID: 30968592 DOI: 10.1111/aos.14110] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 03/14/2019] [Indexed: 01/10/2023]
Abstract
PURPOSE To investigate the progression characteristics of ellipsoid zone (EZ) loss in eyes with macular telangiectasia type 2 (MacTel) as reflected by area and linear measurements, and their relevance for visual acuity. METHODS Participants were selected from the MacTel Study cohort. Linear and area measurements of EZ loss were performed in Spectral-Domain Optical Coherence Tomograph (SD-OCT) volume scans. Progression characteristics and correlations between linear and area measurements were analysed using linear mixed effects models. RESULTS A total of 134 eyes of 70 patients were included (85 eyes with follow-up, mean 4.7 years, range: 1.4-8 years). Ellipsoid zone (EZ) loss significantly progressed at a mean annual increment of 0.057 mm2 (p = 0.005). The progression rate was non-linear and interacted significantly with initial EZ lesion size indicating an exponential growth before reaching a plateau. There was a strong heterogeneity in area sizes between fellow eyes. EZ break length had a significant linear effect on EZ break area (b = 1.06, p < 0.001) and could predict it. The location of the EZ break had a significant impact on visual acuity. CONCLUSION Ellipsoid zone (EZ) loss in MacTel has a non-linear progression characteristic, and its rate depends on area size at baseline, which must be taken into account at sample selection in clinical trials. Our results show a good correlation of linear and area measures of EZ loss and a segregation of best-corrected visual acuity by EZ location, which may help routine clinical practice.
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Affiliation(s)
- Daniel Pauleikhoff
- Department of Ophthalmology St. Franziskus Hospital Münster Germany
- Department of Ophthalmology University of Duisburg‐Essen Duisburg Germany
| | - Roberto Bonelli
- Population Health and Immunity Walter and Eliza Hall Institute of Medical Research Parkville Victoria Australia
- Department of Medical Biology University of Melbourne Melbourne Victoria Australia
| | - Adam M Dubis
- UCL Institute of Ophthalmology London UK
- Department of Research and Development Moorfields Eye Hospital London UK
| | | | - Kai Rothaus
- Department of Ophthalmology St. Franziskus Hospital Münster Germany
| | - Peter Charbel Issa
- Nuffield Laboratory of Ophthalmology Department of Clinical Neurosciences Oxford Eye Hospital Oxford University Hospitals NHS Foundation Trust University of Oxford Oxford UK
| | - Tjebo FC Heeren
- UCL Institute of Ophthalmology London UK
- Department of Research and Development Moorfields Eye Hospital London UK
- Department of Ophthalmology University Hospital Bonn Bonn Germany
| | - Tunde Peto
- Faculty of Medicine, Health and Life Sciences Queen's University Belfast Belfast UK
- NIHR Biomedical Research Center for Ophthalmology UCL Institute of Ophthalmology Moorfields Eye Hospital NHS Foundation Trust London UK
| | | | - Emily Y Chew
- National Eye Institute National Institutes of Health Bethesda Maryland USA
| | - Alan C Bird
- Inherited Eye Disease Moorfields Eye Hospital London UK
| | - Ferenc B Sallo
- UCL Institute of Ophthalmology London UK
- Department of Research and Development Moorfields Eye Hospital London UK
- Department of Ophthalmology Hôpital Ophtalmique Jules‐Gonin Fondation Asile des Aveugles University of Lausanne Lausanne Switzerland
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12
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de Koning-Backus AP, Buitendijk GH, Kiefte-de Jong JC, Colijn JM, Hofman A, Vingerling JR, Haverkort EB, Franco OH, Klaver CC. Intake of Vegetables, Fruit, and Fish is Beneficial for Age-Related Macular Degeneration. Am J Ophthalmol 2019; 198:70-79. [PMID: 30312575 DOI: 10.1016/j.ajo.2018.09.036] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 09/27/2018] [Accepted: 09/28/2018] [Indexed: 12/26/2022]
Abstract
PURPOSE What patients should eat to reduce their risk of age-related macular degeneration (AMD) is still unclear. We investigated the effect of a diet recommended by Health Councils on AMD. DESIGN Prospective population-based cohort study. METHODS Four thousand two hundred and two participants from the Rotterdam Study ≥55 years of age who were free of AMD at baseline were included and followed up for 9.1 ± 5.8 years. Incident AMD was graded on fundus photographs. Dietary data were collected using a validated 170-item food frequency questionnaire, and food intakes were categorized into food patterns based on guidelines from Health Councils. Associations with incident AMD were analyzed using Cox proportional hazards models that were adjusted for age, sex, total energy intake, smoking, body mass index, hypertension, education, and income. RESULTS Seven hundred fifty-four people developed incident AMD. Intake of the recommended amounts of vegetables (≥200 g/day), fruit (2×/day), and fish (2×/week) were 30.6%, 54.9%, and 12.5%, respectively. In particular, the intake of fish (2×/week) decreased the risk of incident AMD (hazard ratio 0.76 [95% confidence interval 0.60-0.97]). Intake of the recommended amounts of all 3 food groups was only 3.7%, but adherence to this pattern showed a further reduction of the risk of incident AMD (hazard ratio 0.58 [95% confidence interval 0.36-0.93]). Younger age, higher income, and not smoking were associated with this food pattern, but the risk-lowering effects remained significant after additional adjustment for these factors. CONCLUSION A diet of 200 grams per day of vegetables, fruit two times per day, and fish two times per week is associated with a significantly reduced risk of AMD.
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13
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van Dijk EH, Kruit WH, Jager MJ, Luyten GP, Vingerling JR, Boon CJ. Pimasertib-associated ophthalmological adverse events. Acta Ophthalmol 2018; 96:712-718. [PMID: 29338133 DOI: 10.1111/aos.13677] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Accepted: 11/21/2017] [Indexed: 01/07/2023]
Abstract
PURPOSE To analyse ophthalmological adverse events associated with mitogen-activated protein kinase kinase (MEK) inhibition with pimasertib treatment for metastatic cutaneous melanoma (CM). METHODS In this prospective observational, cohort-based, cross-sectional study, eight patients treated with the MEK inhibitor pimasertib received a complete ophthalmic examination. This included Early Treatment of Diabetic Retinopathy Study best-corrected visual acuity, visual field testing, colour vision testing, slit-lamp examination, applanation tonometry, indirect ophthalmoscopy, digital colour fundus photography and optical coherence tomography (OCT). In selected cases, fluorescein angiography was performed. RESULTS Serous subretinal fluid (SRF) developed in all patients, within a time frame of 9-27 days after the start of treatment. The fovea was involved in six of eight patients (75%). None of the patients with foveal SRF [excluding a patient who developed a bilateral retinal vein occlusion (RVO)] experienced visual symptoms. Subretinal fluid (SRF) decreased or resolved in all patients, despite continuation of study medication in six of eight patients (75%). Complaints in the CM patient (13%) consisted of experiencing a dark fleck in the inferior part of the visual field of the right eye 1 week after the start of treatment, due to an RVO. Subsequent intravitreal bevacizumab treatment resulted in functional and anatomical improvement. CONCLUSION Patients with metastatic CM who are treated with the MEK inhibitor pimasertib are at high risk of development of ocular adverse events including serous retinopathy and possibly RVO, stressing the need of adequate ophthalmological follow-up including OCT during administration of pimasertib, despite the fact that SRF generally does not lead to ophthalmological complaints.
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Affiliation(s)
- Elon H.C. van Dijk
- Department of Ophthalmology; Leiden University Medical Centre; Leiden the Netherlands
| | - Wim H.J. Kruit
- Department of Internal Oncology; Erasmus University Medical Centre-Daniel den Hoed Cancer Centre; Rotterdam the Netherlands
| | - Martine J. Jager
- Department of Ophthalmology; Leiden University Medical Centre; Leiden the Netherlands
| | - Gregorius P.M. Luyten
- Department of Ophthalmology; Leiden University Medical Centre; Leiden the Netherlands
| | - Johannes R. Vingerling
- Department of Ophthalmology; Erasmus University Medical Centre; Rotterdam the Netherlands
| | - Camiel J.F. Boon
- Department of Ophthalmology; Leiden University Medical Centre; Leiden the Netherlands
- Department of Ophthalmology; Academic Medical Centre; University of Amsterdam; Amsterdam the Netherlands
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14
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Tideman JWL, Polling JR, Jaddoe VWV, Vingerling JR, Klaver CCW. Environmental Risk Factors Can Reduce Axial Length Elongation and Myopia Incidence in 6- to 9-Year-Old Children. Ophthalmology 2018; 126:127-136. [PMID: 30146089 DOI: 10.1016/j.ophtha.2018.06.029] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 06/20/2018] [Accepted: 06/21/2018] [Indexed: 01/08/2023] Open
Abstract
PURPOSE To identify risk factors for axial length (AL) elongation and incident school myopia. DESIGN Population-based prospective birth-cohort study. PARTICIPANTS Four thousand seven hundred thirty-four children examined at 6 and 9 years of age from the Generation R Study in Rotterdam, The Netherlands. METHODS Axial length and corneal radius (CR) were measured with an IOLMaster 500 and daily life activities and demographic characteristics were obtained by questionnaire. Three thousand three hundred sixty-two children (71%) were eligible for cycloplegic refractive error measurements. Linear regression models on AL elongation were used to create a risk score based on the regression coefficients resulting from environmental and ocular factors. The predictive value of the prediction score for myopia (≤-0.5 diopter) was estimated using receiver operating characteristic curves. To test if regression coefficients differed for baseline AL-to-CR ratio, interaction terms were calculated with baseline AL-to-CR ratio and environmental factors. MAIN OUTCOME MEASURES Axial length elongation and incident myopia. RESULTS From 6 to 9 years of age, average AL elongation was 0.21±0.009 mm/year and myopia developed in 223 of 2136 children (10.4%), leading to a myopia prevalence at 9 years of age of 12.0%. Seven parameters were associated independently (P < 0.05) with faster AL elongation: parental myopia, 1 or more books read per week, time spent reading, no participation in sports, non-European ethnicity, less time spent outdoors, and baseline AL-to-CR ratio. The discriminative accuracy for incident myopia based on these risk factors was 0.78. Axial length-to-CR ratio at baseline showed statistically significant interaction with number of books read per week (P < 0.01) and parental myopia (P < 0.01). Almost all predictors showed the highest association with AL elongation in the highest quartile of AL-to-CR ratio; incidental myopia in this group was 24% (124/513). CONCLUSIONS Determination of a risk score can help to identify school children at high risk of myopia. Our results suggest that behavioral changes can offer protection particularly in these children.
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Affiliation(s)
- J Willem L Tideman
- Department of Ophthalmology, Erasmus Medical Centre, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Jan Roelof Polling
- Department of Ophthalmology, Erasmus Medical Centre, Rotterdam, The Netherlands; Department of Orthoptics & Optometry, University of Applied Sciences, Faculty of Health, Utrecht, The Netherlands
| | - Vincent W V Jaddoe
- Department of Epidemiology, Erasmus Medical Centre, Rotterdam, The Netherlands; Department of Paediatrics, Erasmus Medical Centre, Rotterdam, The Netherlands
| | | | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Centre, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Centre, Rotterdam, The Netherlands; Department of Ophthalmology, Radboud Medical Centre, Nijmegen, The Netherlands.
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15
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Mutlu U, Ikram MK, Roshchupkin GV, Bonnemaijer PWM, Colijn JM, Vingerling JR, Niessen WJ, Ikram MA, Klaver CCW, Vernooij MW. Thinner retinal layers are associated with changes in the visual pathway: A population-based study. Hum Brain Mapp 2018; 39:4290-4301. [PMID: 29935103 DOI: 10.1002/hbm.24246] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 05/26/2018] [Accepted: 05/29/2018] [Indexed: 01/23/2023] Open
Abstract
Increasing evidence shows that thinner retinal nerve fiber layer (RNFL) and ganglion cell layer (GCL), assessed on optical coherence tomography (OCT), are reflecting global brain atrophy. Yet, little is known on the relation of these layers with specific brain regions. Using voxel-based analysis, we aimed to unravel specific brain regions associated with these retinal layers. We included 2,235 persons (mean age: 67.3 years, 55% women) from the Rotterdam Study (2007-2012) who had gradable retinal OCT images and brain magnetic resonance imaging (MRI) scans, including diffusion tensor (DT) imaging. Thicknesses of peripapillary RNFL and perimacular GCL were measured using an automated segmentation algorithm. Voxel-based morphometry protocols were applied to process DT-MRI data. We investigated the association between retinal layer thickness with voxel-wise gray matter density and white matter microstructure by performing linear regression models. We found that thinner RNFL and GCL were associated with lower gray matter density in the visual cortex, and with lower fractional anisotropy and higher mean diffusivity in white matter tracts that are part of the optic radiation. Furthermore, thinner GCL was associated with lower gray matter density of the thalamus. Thinner RNFL and GCL are associated with gray and white matter changes in the visual pathway suggesting that retinal thinning on OCT may be specifically associated with changes in the visual pathway rather than with changes in the global brain. These findings may serve as a basis for understanding visual symptoms in elderly patients, patients with Alzheimer's disease, or patients with posterior cortical atrophy.
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Affiliation(s)
- Unal Mutlu
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Mohammad K Ikram
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Neurology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Gennady V Roshchupkin
- Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Pieter W M Bonnemaijer
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Johanna M Colijn
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Wiro J Niessen
- Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Imaging Science and Technology, Faculty of Applied Sciences, Delft University of Technology, Delft, the Netherlands
| | - Mohammad A Ikram
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Neurology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Caroline C W Klaver
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Meike W Vernooij
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
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16
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Tedja MS, Wojciechowski R, Hysi PG, Eriksson N, Furlotte NA, Verhoeven VJ, Iglesias AI, Meester-Smoor MA, Tompson SW, Fan Q, Khawaja AP, Cheng CY, Höhn R, Yamashiro K, Wenocur A, Grazal C, Haller T, Metspalu A, Wedenoja J, Jonas JB, Wang YX, Xie J, Mitchell P, Foster PJ, Klein BE, Klein R, Paterson AD, Hosseini SM, Shah RL, Williams C, Teo YY, Tham YC, Gupta P, Zhao W, Shi Y, Saw WY, Tai ES, Sim XL, Huffman JE, Polašek O, Hayward C, Bencic G, Rudan I, Wilson JF, Joshi PK, Tsujikawa A, Matsuda F, Whisenhunt KN, Zeller T, van der Spek PJ, Haak R, Meijers-Heijboer H, van Leeuwen EM, Iyengar SK, Lass JH, Hofman A, Rivadeneira F, Uitterlinden AG, Vingerling JR, Lehtimäki T, Raitakari OT, Biino G, Concas MP, Schwantes-An TH, Igo RP, Cuellar-Partida G, Martin NG, Craig JE, Gharahkhani P, Williams KM, Nag A, Rahi JS, Cumberland PM, Delcourt C, Bellenguez C, Ried JS, Bergen AA, Meitinger T, Gieger C, Wong TY, Hewitt AW, Mackey DA, Simpson CL, Pfeiffer N, Pärssinen O, Baird PN, Vitart V, Amin N, van Duijn CM, Bailey-Wilson JE, Young TL, Saw SM, Stambolian D, MacGregor S, Guggenheim JA, Tung JY, Hammond CJ, Klaver CC. Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error. Nat Genet 2018; 50:834-848. [PMID: 29808027 PMCID: PMC5980758 DOI: 10.1038/s41588-018-0127-7] [Citation(s) in RCA: 191] [Impact Index Per Article: 31.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 03/26/2018] [Indexed: 12/18/2022]
Abstract
Refractive errors, including myopia, are the most frequent eye disorders worldwide and an increasingly common cause of blindness. This genome-wide association meta-analysis in 160,420 participants and replication in 95,505 participants increased the number of established independent signals from 37 to 161 and showed high genetic correlation between Europeans and Asians (>0.78). Expression experiments and comprehensive in silico analyses identified retinal cell physiology and light processing as prominent mechanisms, and also identified functional contributions to refractive-error development in all cell types of the neurosensory retina, retinal pigment epithelium, vascular endothelium and extracellular matrix. Newly identified genes implicate novel mechanisms such as rod-and-cone bipolar synaptic neurotransmission, anterior-segment morphology and angiogenesis. Thirty-one loci resided in or near regions transcribing small RNAs, thus suggesting a role for post-transcriptional regulation. Our results support the notion that refractive errors are caused by a light-dependent retina-to-sclera signaling cascade and delineate potential pathobiological molecular drivers.
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Affiliation(s)
- Milly S. Tedja
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Robert Wojciechowski
- Department of Epidemiology and Medicine, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
- Wilmer Eye Institute, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Pirro G. Hysi
- Section of Academic Ophthalmology, School of Life Course Sciences, King’s College London, London, UK
| | | | | | - Virginie J.M. Verhoeven
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Adriana I. Iglesias
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Magda A. Meester-Smoor
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Stuart W. Tompson
- Department of Ophthalmology and Visual Sciences, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Qiao Fan
- Centre for Quantitative Medicine, DUKE-National University of Singapore, Singapore
| | - Anthony P. Khawaja
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Ching-Yu Cheng
- Centre for Quantitative Medicine, DUKE-National University of Singapore, Singapore
- Ocular Epidemiology Research Group, Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - René Höhn
- Department of Ophthalmology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
| | - Kenji Yamashiro
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Adam Wenocur
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Clare Grazal
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Toomas Haller
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | | | - Juho Wedenoja
- Department of Ophthalmology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Jost B. Jonas
- Department of Ophthalmology, Medical Faculty Mannheim of the Ruprecht-Karls-University of Heidelberg, Mannheim, Germany
- Beijing Institute of Ophthalmology, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Ya Xing Wang
- Beijing Institute of Ophthalmology, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Jing Xie
- Centre for Eye Research Australia, Ophthalmology, Department of Surgery, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
| | - Paul Mitchell
- Department of Ophthalmology, Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Paul J. Foster
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Barbara E.K. Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Andrew D. Paterson
- Program in Genetics and Genome Biology, Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada
| | - S. Mohsen Hosseini
- Program in Genetics and Genome Biology, Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada
| | - Rupal L. Shah
- School of Optometry & Vision Sciences, Cardiff University, Cardiff, UK
| | - Cathy Williams
- Department of Population Health Sciences, Bristol Medical School, Bristol, UK
| | - Yik Ying Teo
- Department of Statistics and Applied Probability, National University of Singapore, Singapore
- Saw Swee Hock School of Public Health, National University Health Systems, National University of Singapore, Singapore
| | - Yih Chung Tham
- Ocular Epidemiology Research Group, Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Preeti Gupta
- Department of Health Service Research, Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Wanting Zhao
- Centre for Quantitative Medicine, DUKE-National University of Singapore, Singapore
- Statistics Support Platform, Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Yuan Shi
- Statistics Support Platform, Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Woei-Yuh Saw
- Life Sciences Institute, National University of Singapore, Singapore
| | - E-Shyong Tai
- Saw Swee Hock School of Public Health, National University Health Systems, National University of Singapore, Singapore
| | - Xue Ling Sim
- Saw Swee Hock School of Public Health, National University Health Systems, National University of Singapore, Singapore
| | - Jennifer E. Huffman
- MRC Human Genetics Unit, MRC Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Ozren Polašek
- Faculty of Medicine, University of Split, Split, Croatia
| | - Caroline Hayward
- MRC Human Genetics Unit, MRC Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Goran Bencic
- Department of Ophthalmology, Sisters of Mercy University Hospital, Zagreb, Croatia
| | - Igor Rudan
- Centre for Global Health Research, Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
| | - James F. Wilson
- MRC Human Genetics Unit, MRC Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh, UK
- Centre for Global Health Research, Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
| | | | | | | | - Peter K. Joshi
- Centre for Global Health Research, Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
| | - Akitaka Tsujikawa
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Fumihiko Matsuda
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Kristina N. Whisenhunt
- Department of Ophthalmology and Visual Sciences, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Tanja Zeller
- Clinic for General and Interventional Cardiology, University Heart Center Hamburg, Hamburg, Germany
| | | | - Roxanna Haak
- Department of Bioinformatics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Hanne Meijers-Heijboer
- Department of Clinical Genetics, Academic Medical Center, Amsterdam, The Netherlands
- Department of Clinical Genetics, VU University Medical Center, Amsterdam, The Netherlands
| | - Elisabeth M. van Leeuwen
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Sudha K. Iyengar
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Ophthalmology and Visual Sciences, Case Western Reserve University and University Hospitals Eye Institute, Cleveland, Ohio, USA
- Department of Genetics, Case Western Reserve University, Cleveland, Ohio, USA
| | - Jonathan H. Lass
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Ophthalmology and Visual Sciences, Case Western Reserve University and University Hospitals Eye Institute, Cleveland, Ohio, USA
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Harvard T.HChan School of Public Health, Boston, Massachusetts, USA
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, the Hague, the Netherlands
| | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, the Hague, the Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, the Hague, the Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Terho Lehtimäki
- Department of Clinical Chemistry, Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Life Sciences, University of Tampere
- Department of Clinical Chemistry, Fimlab Laboratories, University of Tampere, Tampere, Finland
| | - Olli T. Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
| | - Ginevra Biino
- Institute of Molecular Genetics, National Research Council of Italy, Sassari, Italy
| | - Maria Pina Concas
- Institute for Maternal and Child Health - IRCCS “Burlo Garofolo”, Trieste, Italy
| | - Tae-Hwi Schwantes-An
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
- Department of Medical and Molecular Genetics, Indiana University, School of Medicine, Indianapolis, Indiana, USA
| | - Robert P. Igo
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | | | - Nicholas G. Martin
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Jamie E. Craig
- Department of Ophthalmology, Flinders University, Adelaide, Australia
| | - Puya Gharahkhani
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Katie M. Williams
- Section of Academic Ophthalmology, School of Life Course Sciences, King’s College London, London, UK
| | - Abhishek Nag
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
| | - Jugnoo S. Rahi
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
- Great Ormond Street Institute of Child Health, University College London, London, UK
- Ulverscroft Vision Research Group, University College London, London, UK
| | | | - Cécile Delcourt
- Université de Bordeaux, Inserm, Bordeaux Population Health Research Center, team LEHA, UMR 1219, F-33000 Bordeaux, France
| | - Céline Bellenguez
- Institut Pasteur de Lille, Lille, France
- Inserm, U1167, RID-AGE - Risk factors and molecular determinants of aging-related diseases, Lille, France
- Université de Lille, U1167 - Excellence Laboratory LabEx DISTALZ, Lille, France
| | - Janina S. Ried
- Institute of Genetic Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health, Neuherberg, Germany
| | - Arthur A. Bergen
- Department of Clinical Genetics, Academic Medical Center, Amsterdam, The Netherlands
- Department of Ophthalmology, Academic Medical Center, Amsterdam, The Netherlands
- The Netherlands Institute for Neurosciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Thomas Meitinger
- Institute of Human Genetics, Helmholtz Zentrum München, Neuherberg, Germany
- Institute of Human Genetics, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health, Neuherberg, Germany
| | - Tien Yin Wong
- Academic Medicine Research Institute, Singapore
- Retino Center, Singapore National Eye Centre, Singapore, Singapore
| | - Alex W. Hewitt
- Centre for Eye Research Australia, Ophthalmology, Department of Surgery, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Department of Ophthalmology, Menzies Institute of Medical Research, University of Tasmania, Hobart, Australia
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
| | - David A. Mackey
- Centre for Eye Research Australia, Ophthalmology, Department of Surgery, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Department of Ophthalmology, Menzies Institute of Medical Research, University of Tasmania, Hobart, Australia
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
| | - Claire L. Simpson
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Sciences Center, Memphis, Tenessee
| | - Norbert Pfeiffer
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
| | - Olavi Pärssinen
- Department of Ophthalmology, Central Hospital of Central Finland, Jyväskylä, Finland
- Gerontology Research Center, Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Paul N. Baird
- Centre for Eye Research Australia, Ophthalmology, Department of Surgery, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
| | - Veronique Vitart
- MRC Human Genetics Unit, MRC Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Najaf Amin
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Joan E. Bailey-Wilson
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Terri L. Young
- Department of Ophthalmology and Visual Sciences, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Seang-Mei Saw
- Saw Swee Hock School of Public Health, National University Health Systems, National University of Singapore, Singapore
- Myopia Research Group, Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Dwight Stambolian
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Stuart MacGregor
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | | | | | - Christopher J. Hammond
- Section of Academic Ophthalmology, School of Life Course Sciences, King’s College London, London, UK
| | - Caroline C.W. Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands
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Tideman JWL, Polling JR, Vingerling JR, Jaddoe VWV, Williams C, Guggenheim JA, Klaver CCW. Axial length growth and the risk of developing myopia in European children. Acta Ophthalmol 2018; 96:301-309. [PMID: 29265742 PMCID: PMC6002955 DOI: 10.1111/aos.13603] [Citation(s) in RCA: 146] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 08/20/2017] [Indexed: 12/11/2022]
Abstract
PURPOSE To generate percentile curves of axial length (AL) for European children, which can be used to estimate the risk of myopia in adulthood. METHODS A total of 12 386 participants from the population-based studies Generation R (Dutch children measured at both 6 and 9 years of age; N = 6934), the Avon Longitudinal Study of Parents and Children (ALSPAC) (British children 15 years of age; N = 2495) and the Rotterdam Study III (RS-III) (Dutch adults 57 years of age; N = 2957) contributed to this study. Axial length (AL) and corneal curvature data were available for all participants; objective cycloplegic refractive error was available only for the Dutch participants. We calculated a percentile score for each Dutch child at 6 and 9 years of age. RESULTS Mean (SD) AL was 22.36 (0.75) mm at 6 years, 23.10 (0.84) mm at 9 years, 23.41 (0.86) mm at 15 years and 23.67 (1.26) at adulthood. Axial length (AL) differences after the age of 15 occurred only in the upper 50%, with the highest difference within the 95th percentile and above. A total of 354 children showed accelerated axial growth and increased by more than 10 percentiles from age 6 to 9 years; 162 of these children (45.8%) were myopic at 9 years of age, compared to 4.8% (85/1781) for the children whose AL did not increase by more than 10 percentiles. CONCLUSION This study provides normative values for AL that can be used to monitor eye growth in European children. These results can help clinicians detect excessive eye growth at an early age, thereby facilitating decision-making with respect to interventions for preventing and/or controlling myopia.
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Affiliation(s)
- Jan Willem Lodewijk Tideman
- Department Ophthalmology; Erasmus Medical Centre; Rotterdam The Netherlands
- Department Epidemiology; Erasmus Medical Centre; Rotterdam The Netherlands
| | - Jan Roelof Polling
- Department Ophthalmology; Erasmus Medical Centre; Rotterdam The Netherlands
- Department Orthoptics; University of Applied Science; Utrecht The Netherlands
| | | | | | - Cathy Williams
- School of Social and Community Medicine; University of Bristol; Bristol UK
| | | | - Caroline C. W. Klaver
- Department Ophthalmology; Erasmus Medical Centre; Rotterdam The Netherlands
- Department Epidemiology; Erasmus Medical Centre; Rotterdam The Netherlands
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18
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Mauschitz MM, Bonnemaijer PWM, Diers K, Rauscher FG, Elze T, Engel C, Loeffler M, Colijn JM, Ikram MA, Vingerling JR, Williams KM, Hammond CJ, Creuzot-Garcher C, Bron AM, Silva R, Nunes S, Delcourt C, Cougnard-Grégoire A, Holz FG, Klaver CCW, Breteler MMB, Finger RP. Systemic and Ocular Determinants of Peripapillary Retinal Nerve Fiber Layer Thickness Measurements in the European Eye Epidemiology (E3) Population. Ophthalmology 2018; 125:1526-1536. [PMID: 29716786 DOI: 10.1016/j.ophtha.2018.03.026] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 03/09/2018] [Accepted: 03/15/2018] [Indexed: 11/24/2022] Open
Abstract
PURPOSE To investigate systemic and ocular determinants of peripapillary retinal nerve fiber layer thickness (pRNFLT) in the European population. DESIGN Cross-sectional meta-analysis. PARTICIPANTS A total of 16 084 European adults from 8 cohort studies (mean age range, 56.9±12.3-82.1±4.2 years) of the European Eye Epidemiology (E3) consortium. METHODS We examined associations with pRNFLT measured by spectral-domain OCT in each study using multivariable linear regression and pooled results using random effects meta-analysis. MAIN OUTCOME MEASURES Determinants of pRNFLT. RESULTS Mean pRNFLT ranged from 86.8±21.4 μm in the Rotterdam Study I to 104.7±12.5 μm in the Rotterdam Study III. We found the following factors to be associated with reduced pRNFLT: Older age (β = -0.38 μm/year; 95% confidence interval [CI], -0.57 to -0.18), higher intraocular pressure (IOP) (β = -0.36 μm/mmHg; 95% CI, -0.56 to -0.15), visual impairment (β = -5.50 μm; 95% CI, -9.37 to -1.64), and history of systemic hypertension (β = -0.54 μm; 95% CI, -1.01 to -0.07) and stroke (β = -1.94 μm; 95% CI, -3.17 to -0.72). A suggestive, albeit nonsignificant, association was observed for dementia (β = -3.11 μm; 95% CI, -6.22 to 0.01). Higher pRNFLT was associated with more hyperopic spherical equivalent (β = 1.39 μm/diopter; 95% CI, 1.19-1.59) and smoking (β = 1.53 μm; 95% CI, 1.00-2.06 for current smokers compared with never-smokers). CONCLUSIONS In addition to previously described determinants such as age and refraction, we found that systemic vascular and neurovascular diseases were associated with reduced pRNFLT. These may be of clinical relevance, especially in glaucoma monitoring of patients with newly occurring vascular comorbidities.
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Affiliation(s)
- Matthias M Mauschitz
- Population Health Sciences, German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Pieter W M Bonnemaijer
- Department of Ophthalmology, Erasmus MC, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
| | - Kersten Diers
- Population Health Sciences, German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Franziska G Rauscher
- Leipzig Research Centre for Civilization Diseases, Leipzig University, Leipzig, Germany; Institute for Medical Informatics, Statistics and Epidemiology, Leipzig University, Leipzig, Germany
| | - Tobias Elze
- Leipzig Research Centre for Civilization Diseases, Leipzig University, Leipzig, Germany; Schepens Eye Research Institute, Harvard Medical School, Boston, Massachusetts
| | - Christoph Engel
- Leipzig Research Centre for Civilization Diseases, Leipzig University, Leipzig, Germany; Institute for Medical Informatics, Statistics and Epidemiology, Leipzig University, Leipzig, Germany
| | - Markus Loeffler
- Leipzig Research Centre for Civilization Diseases, Leipzig University, Leipzig, Germany; Institute for Medical Informatics, Statistics and Epidemiology, Leipzig University, Leipzig, Germany
| | - Johanna Maria Colijn
- Department of Ophthalmology, Erasmus MC, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
| | | | - Katie M Williams
- Section of Academic Ophthalmology, School of Life Course Sciences, FoLSM, King's College London, London, United Kingdom
| | - Christopher J Hammond
- Section of Academic Ophthalmology, School of Life Course Sciences, FoLSM, King's College London, London, United Kingdom
| | - Catherine Creuzot-Garcher
- Department of Ophthalmology, University Hospital Dijon, Dijon, France; Eye and Nutrition Research Group, University of Bourgogne Franche Comté, Dijon, France
| | - Alain M Bron
- Department of Ophthalmology, University Hospital Dijon, Dijon, France; Eye and Nutrition Research Group, University of Bourgogne Franche Comté, Dijon, France
| | - Rufino Silva
- Department of Ophthalmology, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Faculty of Medicine, University of Coimbra, Institute for Biomedical Imaging and Life Sciences, Coimbra, Portugal; Association for Innovation and Biomedical Research on Light and Image, Coimbra, Portugal
| | - Sandrina Nunes
- Association for Innovation and Biomedical Research on Light and Image, Coimbra, Portugal
| | - Cécile Delcourt
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, Team LEHA, Bordeaux, France
| | - Audrey Cougnard-Grégoire
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, Team LEHA, Bordeaux, France
| | - Frank G Holz
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus MC, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
| | - Monique M B Breteler
- Population Health Sciences, German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Institute for Medical Biometry, Informatics and Epidemiology (IMBIE), Faculty of Medicine, University of Bonn, Bonn, Germany
| | - Robert P Finger
- Department of Ophthalmology, University of Bonn, Bonn, Germany.
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Corominas J, Colijn JM, Geerlings MJ, Pauper M, Bakker B, Amin N, Lores Motta L, Kersten E, Garanto A, Verlouw JAM, van Rooij JGJ, Kraaij R, de Jong PTVM, Hofman A, Vingerling JR, Schick T, Fauser S, de Jong EK, van Duijn CM, Hoyng CB, Klaver CCW, den Hollander AI. Whole-Exome Sequencing in Age-Related Macular Degeneration Identifies Rare Variants in COL8A1, a Component of Bruch's Membrane. Ophthalmology 2018; 125:1433-1443. [PMID: 29706360 PMCID: PMC6104593 DOI: 10.1016/j.ophtha.2018.03.040] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Revised: 02/19/2018] [Accepted: 03/20/2018] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Genome-wide association studies and targeted sequencing studies of candidate genes have identified common and rare variants that are associated with age-related macular degeneration (AMD). Whole-exome sequencing (WES) studies allow a more comprehensive analysis of rare coding variants across all genes of the genome and will contribute to a better understanding of the underlying disease mechanisms. To date, the number of WES studies in AMD case-control cohorts remains scarce and sample sizes are limited. To scrutinize the role of rare protein-altering variants in AMD cause, we performed the largest WES study in AMD to date in a large European cohort consisting of 1125 AMD patients and 1361 control participants. DESIGN Genome-wide case-control association study of WES data. PARTICIPANTS One thousand one hundred twenty-five AMD patients and 1361 control participants. METHODS A single variant association test of WES data was performed to detect variants that are associated individually with AMD. The cumulative effect of multiple rare variants with 1 gene was analyzed using a gene-based CMC burden test. Immunohistochemistry was performed to determine the localization of the Col8a1 protein in mouse eyes. MAIN OUTCOME MEASURES Genetic variants associated with AMD. RESULTS We detected significantly more rare protein-altering variants in the COL8A1 gene in patients (22/2250 alleles [1.0%]) than in control participants (11/2722 alleles [0.4%]; P = 7.07×10-5). The association of rare variants in the COL8A1 gene is independent of the common intergenic variant (rs140647181) near the COL8A1 gene previously associated with AMD. We demonstrated that the Col8a1 protein localizes at Bruch's membrane. CONCLUSIONS This study supported a role for protein-altering variants in the COL8A1 gene in AMD pathogenesis. We demonstrated the presence of Col8a1 in Bruch's membrane, further supporting the role of COL8A1 variants in AMD pathogenesis. Protein-altering variants in COL8A1 may alter the integrity of Bruch's membrane, contributing to the accumulation of drusen and the development of AMD.
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Affiliation(s)
- Jordi Corominas
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Johanna M Colijn
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Maartje J Geerlings
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marc Pauper
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bjorn Bakker
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Najaf Amin
- Unit of Genetic Epidemiology, Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Laura Lores Motta
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Eveline Kersten
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Alejandro Garanto
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Joost A M Verlouw
- Department Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Jeroen G J van Rooij
- Department Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Robert Kraaij
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands; Department Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands; Netherlands Consortium for Healthy Ageing (NCHA), Rotterdam, The Netherlands
| | - Paulus T V M de Jong
- Netherlands Institute of Neurosciences (NIN), Institute of the Royal Netherlands Academy of Arts and Sciences (KNAW), Departments of Ophthalmology, Amsterdam Medical Center, Amsterdam, and Leiden University Medical Center, Leiden, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Tina Schick
- Department of Ophthalmology, University Hospital of Cologne, Cologne, Germany
| | - Sascha Fauser
- Department of Ophthalmology, University Hospital of Cologne, Cologne, Germany; Roche Pharma Research and Early Development, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Eiko K de Jong
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Cornelia M van Duijn
- Unit of Genetic Epidemiology, Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Carel B Hoyng
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Caroline C W Klaver
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Anneke I den Hollander
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Buitendijk GHS, Schauwvlieghe ASME, Vingerling JR, Schlingemann RO, Klaver CCW. Antiplatelet and Anticoagulant Drugs Do Not Affect Visual Outcome in Neovascular Age-Related Macular Degeneration in the BRAMD Trial. Am J Ophthalmol 2018; 187:130-137. [PMID: 29330064 DOI: 10.1016/j.ajo.2018.01.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 12/27/2017] [Accepted: 01/01/2018] [Indexed: 11/15/2022]
Abstract
PURPOSE To determine if use of antiplatelet or anticoagulant (AP/AC) medication influences visual acuity in patients with active neovascular age-related macular degeneration (N-AMD). DESIGN Retrospective analysis of data from a randomized controlled trial. METHODS Setting: Multicenter. STUDY POPULATION Total of 330 patients with active N-AMD from the BRAMD study, a comparative trial between bevacizumab and ranibizumab in the Netherlands. OBSERVATION PROCEDURES Patients underwent an extensive ophthalmic examination. Visual acuity was categorized into functional vision (best-corrected visual acuity [BCVA] ≥ 0.5), visual impairment (BCVA < 0.5), and severe visual impairment (BCVA < 0.3). Fundus photographs were graded for presence of retinal or subretinal hemorrhages. Information on AP/AC medication was obtained through interview. Logistic regression analysis was used to determine associations between AP/AC medication and outcomes. Frequency of hemorrhages in users and non-users stratified for visual acuity categories was analyzed with ANCOVA. MAIN OUTCOME MEASURES BCVA and presence of hemorrhages. RESULTS In total, 40.9% of the patients used AP/AC medication, of which 73.3% was aspirin. AP/AC use was not associated with visual impairment (adjusted odds ratio [OR] 0.79; 95% confidence interval [CI] 0.43-1.44) or severe visual impairment (adjusted OR 0.75; 95% CI 0.40-1.43). Patients on AP/AC presented with comparable frequencies of hemorrhages (27% vs 32%, P = .32, respectively). Similar results were found when analyses were restricted to aspirin users only. CONCLUSION In our study, use of AP/AC medication was associated neither with visual decline nor with the occurrence of hemorrhages in patients with active N-AMD.
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Affiliation(s)
- Gabriëlle H S Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands
| | | | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Reinier O Schlingemann
- Department of Ophthalmology, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands; Ocular Angiogenesis Group, Departments of Ophthalmology and Cell Biology and Histology, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands; Netherlands Institute for Neurosciences, Amsterdam, Netherlands
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Ophthalmology, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands.
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21
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Shah RL, Li Q, Zhao W, Tedja MS, Tideman JWL, Khawaja AP, Fan Q, Yazar S, Williams KM, Verhoeven VJ, Xie J, Wang YX, Hess M, Nickels S, Lackner KJ, Pärssinen O, Wedenoja J, Biino G, Concas MP, Uitterlinden A, Rivadeneira F, Jaddoe VW, Hysi PG, Sim X, Tan N, Tham YC, Sensaki S, Hofman A, Vingerling JR, Jonas JB, Mitchell P, Hammond CJ, Höhn R, Baird PN, Wong TY, Cheng CY, Teo YY, Mackey DA, Williams C, Saw SM, Klaver CC, Guggenheim JA, Bailey-Wilson JE. A genome-wide association study of corneal astigmatism: The CREAM Consortium. Mol Vis 2018; 24:127-142. [PMID: 29422769 PMCID: PMC5800430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 02/03/2018] [Indexed: 11/03/2022] Open
Abstract
Purpose To identify genes and genetic markers associated with corneal astigmatism. Methods A meta-analysis of genome-wide association studies (GWASs) of corneal astigmatism undertaken for 14 European ancestry (n=22,250) and 8 Asian ancestry (n=9,120) cohorts was performed by the Consortium for Refractive Error and Myopia. Cases were defined as having >0.75 diopters of corneal astigmatism. Subsequent gene-based and gene-set analyses of the meta-analyzed results of European ancestry cohorts were performed using VEGAS2 and MAGMA software. Additionally, estimates of single nucleotide polymorphism (SNP)-based heritability for corneal and refractive astigmatism and the spherical equivalent were calculated for Europeans using LD score regression. Results The meta-analysis of all cohorts identified a genome-wide significant locus near the platelet-derived growth factor receptor alpha (PDGFRA) gene: top SNP: rs7673984, odds ratio=1.12 (95% CI:1.08-1.16), p=5.55×10-9. No other genome-wide significant loci were identified in the combined analysis or European/Asian ancestry-specific analyses. Gene-based analysis identified three novel candidate genes for corneal astigmatism in Europeans-claudin-7 (CLDN7), acid phosphatase 2, lysosomal (ACP2), and TNF alpha-induced protein 8 like 3 (TNFAIP8L3). Conclusions In addition to replicating a previously identified genome-wide significant locus for corneal astigmatism near the PDGFRA gene, gene-based analysis identified three novel candidate genes, CLDN7, ACP2, and TNFAIP8L3, that warrant further investigation to understand their role in the pathogenesis of corneal astigmatism. The much lower number of genetic variants and genes demonstrating an association with corneal astigmatism compared to published spherical equivalent GWAS analyses suggest a greater influence of rare genetic variants, non-additive genetic effects, or environmental factors in the development of astigmatism.
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Affiliation(s)
- Rupal L. Shah
- School of Optometry & Vision Sciences, Cardiff University, Cardiff, UK
| | - Qing Li
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Baltimore, MD, USA
| | - Wanting Zhao
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore,Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore
| | - Milly S. Tedja
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands,Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - J. Willem L. Tideman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands,Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Anthony P. Khawaja
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge School of Clinical Medicine, Cambridge, UK,NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Qiao Fan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore,Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore
| | - Seyhan Yazar
- Institute of Genetics and Molecular Medicine, Medical Research Council Human Genetics Unit, University of Edinburgh, Edinburgh, UK,Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
| | | | - Virginie J.M. Verhoeven
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands,Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Jing Xie
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, Australia,Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, Australia
| | - Ya Xing Wang
- Beijing Institute of Ophthalmology, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University; Beijing, China
| | - Moritz Hess
- Institute for Medical Biostatistics, Epidemiology and Informatics, University Medical Center Mainz, Mainz, Germany
| | - Stefan Nickels
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
| | - Karl J. Lackner
- Institute for Clinical Chemistry and Laboratory Medicine, University Medical Center Mainz, Mainz, Germany
| | - Olavi Pärssinen
- Department of Ophthalmology, Central Hospital of Central Finland, Jyväskylä, Finland,Gerontology Research Center, Faculty of Sport and Health Sciences, University of Jyväskylä, Finland,Department of Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Juho Wedenoja
- Department of Ophthalmology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland,Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Ginevra Biino
- Institute of Molecular Genetics, National Research Council of Italy, Pavia, Italy
| | - Maria Pina Concas
- Institute for Maternal and Child Health - IRCCS ‘Burlo Garofolo’, Trieste, Italy
| | - André Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands,Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands,Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Vincent W.V. Jaddoe
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands,Department of Pediatrics Erasmus Medical Center, Rotterdam, the Netherlands
| | - Pirro G. Hysi
- Department of Ophthalmology, King's College London, London, UK
| | - Xueling Sim
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Nicholas Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore,Department of Ophthalmology, National University Hospital, Singapore
| | - Yih-Chung Tham
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
| | - Sonoko Sensaki
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
| | | | - Jost B. Jonas
- Beijing Institute of Ophthalmology, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University; Beijing, China,Department of Ophthalmology, Medical Faculty Mannheim of the University Heidelberg, Mannheim, Germany
| | - Paul Mitchell
- Department of Ophthalmology, Western Sydney Local Health District, Sydney, Australia,Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | | | - René Höhn
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany,Department of Ophthalmology, Inselspital, University Hospital Bern, University of Bern, Bern, Switzerland
| | - Paul N. Baird
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, Australia,Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, Australia
| | - Tien-Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore,Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore,Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore,Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Chinfsg-Yu Cheng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore,Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore,Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yik Ying Teo
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore,Department of Statistics and Applied Probability, National University of Singapore, Singapore,Division of Human Genetics, Genome Institute of Singapore, Singapore
| | - David A. Mackey
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
| | - Cathy Williams
- School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Seang-Mei Saw
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore,Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore,Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Caroline C.W. Klaver
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands,Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands,Department of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - Joan E. Bailey-Wilson
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Baltimore, MD, USA
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22
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Joachim N, Kifley A, Colijn JM, Lee KE, Buitendijk GHS, Klein BEK, Myers C, Meuer SM, Tan AG, Flood V, Schoufour JD, Franco OH, Holliday EG, Attia J, Liew G, Iyengar SK, de Jong PTVM, Hofman A, Vingerling JR, Mitchell P, Klein R, Klaver CCW, Wang JJ. Joint Contribution of Genetic Susceptibility and Modifiable Factors to the Progression of Age-Related Macular Degeneration over 10 Years: The Three Continent AMD Consortium Report. Ophthalmol Retina 2017; 2:684-693. [PMID: 31047378 DOI: 10.1016/j.oret.2017.10.019] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 10/31/2017] [Accepted: 10/31/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE To assess joint effects of genetic and modifiable factors on the 10-year progression of age-related macular degeneration (AMD). DESIGN Individual and pooled data analyses of 2 population-based cohorts. PARTICIPANTS Blue Mountains Eye Study (BMES) and Rotterdam Study (RS) participants (n = 835). METHODS Participants of the BMES and RS were followed up over 10 years or more. At baseline and follow-up visits, interviews using questionnaires and eye examinations with retinal photography were performed. Age-related macular degeneration was assessed by trained photographic graders and verified by retinal specialists. Genetic susceptibility to AMD meant carrying 2 or more risk alleles of the CFH or ARMS2 SNPs, or both (rs1061170 and rs10490924), relative to 0 or 1 risk allele. Discrete logistic regression models were used to investigate the joint associations of genetic susceptibility and either smoking, fish consumption, dietary intake of lutein-zeaxanthin, or combined environmental risk scores from the 3 modifiable factors with the risk of AMD progression. Odds ratios (ORs) with 95% confidence intervals (CIs) and synergy indexes are reported. MAIN OUTCOME MEASURE Ten-year progression of AMD, categorized as any (≥1 step) or 2-step (≥2 steps) progression on the Three Continent AMD Consortium 5-step severity scale. RESULTS Older age, the presence of AMD genetic susceptibility, and baseline AMD status were associated strongly with AMD progression (P < 0.0001). In analyses of pooled data, each additional score from the combined environmental risk scores was associated with an increased risk of 2-step progression over 10 years (OR, 1.26; 95% CI, 1.02-1.56). The copresence of AMD genetic susceptibility and combined risk score of 3 or more was associated with a substantially higher risk of 2-step progression compared with the presence of either factor alone. There was a significant synergistic effect (OR, 4.14; 95% CI, 1.07-15.95) and interaction (P = 0.025) between genetic susceptibility and environmental risk score of 3 or more. CONCLUSIONS Among persons with AMD genetic susceptibility and pre-existing early AMD lesions, presenting with high environmental risk scores from 3 modifiable factors (smoking, infrequent consumption of fish, low lutein-zeaxanthin intake) were associated with an increased risk of 2-step progression over 10 years.
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Affiliation(s)
- Nichole Joachim
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Annette Kifley
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Johanna Maria Colijn
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Kristine E Lee
- Department of Ophthalmology & Visual Sciences, University of Wisconsin Medical School, Madison, Wisconsin
| | - Gabriëlle H S Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Barbara E K Klein
- Department of Ophthalmology & Visual Sciences, University of Wisconsin Medical School, Madison, Wisconsin
| | - Chelsea Myers
- Department of Ophthalmology & Visual Sciences, University of Wisconsin Medical School, Madison, Wisconsin
| | - Stacy M Meuer
- Department of Ophthalmology & Visual Sciences, University of Wisconsin Medical School, Madison, Wisconsin
| | - Ava G Tan
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Victoria Flood
- Faculty of Health Sciences, University of Sydney, Sydney, Australia; Western Sydney Local Health District, Westmead, Australia
| | - Josje D Schoufour
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Elizabeth G Holliday
- Centre for Clinical Epidemiology and Biostatistics and School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
| | - John Attia
- Centre for Clinical Epidemiology and Biostatistics and School of Medicine and Public Health, University of Newcastle, Newcastle, Australia; Department of Medicine, John Hunter Hospital and Hunter Medical Research Institute, Newcastle, Australia
| | - Gerald Liew
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Sudha K Iyengar
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio
| | - Paulus T V M de Jong
- Netherlands Institute of Neurosciences, Institute of the Royal Netherlands Academy of Arts and Sciences, Department of Ophthalmology, Academic Medical Centre, Amsterdam, and Leiden University Medical Centre, Leiden, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands; Netherlands Consortium for Healthy Aging, Netherlands Genomics Initiative, The Hague, The Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Ophthalmology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Paul Mitchell
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Ronald Klein
- Department of Ophthalmology & Visual Sciences, University of Wisconsin Medical School, Madison, Wisconsin
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Jie Jin Wang
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia; Office of Clinical Sciences and Academic Medicine Research Institute, Duke-NUS, Singapore, Republic of Singapore.
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23
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Mutlu U, Bonnemaijer PW, Ikram MA, Colijn JM, Cremers LG, Buitendijk GH, Vingerling JR, Niessen WJ, Vernooij MW, Klaver CC, Ikram MK. Retinal neurodegeneration and brain MRI markers: the Rotterdam Study. Neurobiol Aging 2017; 60:183-191. [DOI: 10.1016/j.neurobiolaging.2017.09.003] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Revised: 09/05/2017] [Accepted: 09/05/2017] [Indexed: 10/18/2022]
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24
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Colijn JM, Buitendijk GHS, Prokofyeva E, Alves D, Cachulo ML, Khawaja AP, Cougnard-Gregoire A, Merle BMJ, Korb C, Erke MG, Bron A, Anastasopoulos E, Meester-Smoor MA, Segato T, Piermarocchi S, de Jong PTVM, Vingerling JR, Topouzis F, Creuzot-Garcher C, Bertelsen G, Pfeiffer N, Fletcher AE, Foster PJ, Silva R, Korobelnik JF, Delcourt C, Klaver CCW. Prevalence of Age-Related Macular Degeneration in Europe: The Past and the Future. Ophthalmology 2017; 124:1753-1763. [PMID: 28712657 PMCID: PMC5755466 DOI: 10.1016/j.ophtha.2017.05.035] [Citation(s) in RCA: 287] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2017] [Revised: 05/02/2017] [Accepted: 05/26/2017] [Indexed: 11/18/2022] Open
Abstract
Purpose Age-related macular degeneration (AMD) is a frequent, complex disorder in elderly of European ancestry. Risk profiles and treatment options have changed considerably over the years, which may have affected disease prevalence and outcome. We determined the prevalence of early and late AMD in Europe from 1990 to 2013 using the European Eye Epidemiology (E3) consortium, and made projections for the future. Design Meta-analysis of prevalence data. Participants A total of 42 080 individuals 40 years of age and older participating in 14 population-based cohorts from 10 countries in Europe. Methods AMD was diagnosed based on fundus photographs using the Rotterdam Classification. Prevalence of early and late AMD was calculated using random-effects meta-analysis stratified for age, birth cohort, gender, geographic region, and time period of the study. Best-corrected visual acuity (BCVA) was compared between late AMD subtypes; geographic atrophy (GA) and choroidal neovascularization (CNV). Main Outcome Measures Prevalence of early and late AMD, BCVA, and number of AMD cases. Results Prevalence of early AMD increased from 3.5% (95% confidence interval [CI] 2.1%–5.0%) in those aged 55–59 years to 17.6% (95% CI 13.6%–21.5%) in those aged ≥85 years; for late AMD these figures were 0.1% (95% CI 0.04%–0.3%) and 9.8% (95% CI 6.3%–13.3%), respectively. We observed a decreasing prevalence of late AMD after 2006, which became most prominent after age 70. Prevalences were similar for gender across all age groups except for late AMD in the oldest age category, and a trend was found showing a higher prevalence of CNV in Northern Europe. After 2006, fewer eyes and fewer ≥80-year-old subjects with CNV were visually impaired (P = 0.016). Projections of AMD showed an almost doubling of affected persons despite a decreasing prevalence. By 2040, the number of individuals in Europe with early AMD will range between 14.9 and 21.5 million, and for late AMD between 3.9 and 4.8 million. Conclusion We observed a decreasing prevalence of AMD and an improvement in visual acuity in CNV occuring over the past 2 decades in Europe. Healthier lifestyles and implementation of anti–vascular endothelial growth factor treatment are the most likely explanations. Nevertheless, the numbers of affected subjects will increase considerably in the next 2 decades. AMD continues to remain a significant public health problem among Europeans.
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Affiliation(s)
- Johanna M Colijn
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Gabriëlle H S Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Elena Prokofyeva
- Scientific Institute of Public Health (WIV-ISP), Brussels, Belgium; Federal Agency for Medicines and Health Products, Brussels, Belgium
| | - Dalila Alves
- Association for Innovation and Biomedical Research on Light and Image (AIBILI), Coimbra, Portugal
| | - Maria L Cachulo
- Faculty of Medicine, University of Coimbra (FMUC), Coimbra, Portugal; Department of Ophthalmology, Coimbra Hospital and University Center (CHUC), Coimbra, Portugal; Association for Innovation and Biomedical Research on Light and Image (AIBILI), Coimbra, Portugal
| | - Anthony P Khawaja
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - Audrey Cougnard-Gregoire
- University Bordeaux, Inserm, Bordeaux Population Health Research Center, Team LEHA, Bordeaux, France
| | - Bénédicte M J Merle
- University Bordeaux, Inserm, Bordeaux Population Health Research Center, Team LEHA, Bordeaux, France
| | - Christina Korb
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
| | - Maja G Erke
- Department of Ophthalmology, Oslo University Hospital, Oslo, Norway
| | - Alain Bron
- Department of Ophthalmology, University Hospital, Eye and Nutrition Research Group, Dijon, France
| | | | - Magda A Meester-Smoor
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Tatiana Segato
- Department of Ophthalmology, University of Padova, Padova, Italy
| | | | - Paulus T V M de Jong
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands; Netherlands Institute of Neurosciences (NIN), Institute of the Royal Netherlands Academy of Arts and Sciences (KNAW), Department of Ophthalmology, AMC, Amsterdam and LUMC, Leiden, Netherlands
| | | | - Fotis Topouzis
- Department of Ophthalmology, Aristotle University of Thessaloniki AHEPA Hospital, Thessaloniki, Greece
| | | | - Geir Bertelsen
- UiT The Arctic University of Norway/University Hospital of North Norway, Tromsø, Norway
| | - Norbert Pfeiffer
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
| | - Astrid E Fletcher
- Faculty of Epidemiology & Population Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Paul J Foster
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom; Integrative Epidemiology, UCL Institute of Ophthalmology, London, United Kingdom
| | - Rufino Silva
- Faculty of Medicine, University of Coimbra (FMUC), Coimbra, Portugal; Department of Ophthalmology, Coimbra Hospital and University Center (CHUC), Coimbra, Portugal; Association for Innovation and Biomedical Research on Light and Image (AIBILI), Coimbra, Portugal
| | - Jean-François Korobelnik
- University Bordeaux, Inserm, Bordeaux Population Health Research Center, Team LEHA, Bordeaux, France; CHU de Bordeaux, Service d'Ophtalmologie, Bordeaux, France
| | - Cécile Delcourt
- University Bordeaux, Inserm, Bordeaux Population Health Research Center, Team LEHA, Bordeaux, France
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, Netherlands.
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25
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Springelkamp H, Wolfs RC, Ramdas WD, Hofman A, Vingerling JR, Klaver CC, Jansonius NM. Incidence of glaucomatous visual field loss after two decades of follow-up: the Rotterdam Study. Eur J Epidemiol 2017; 32:691-699. [PMID: 28608186 PMCID: PMC5591359 DOI: 10.1007/s10654-017-0270-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 06/03/2017] [Indexed: 01/06/2023]
Abstract
To determine the incidence of glaucomatous visual field loss (GVFL) two decades after the start of the Rotterdam Study, and to compare known risk factors for open-angle glaucoma (OAG) between different clinical manifestations of OAG. Of 6806 participants aged 55 years and older from the population-based Rotterdam Study, 3939 underwent visual field testing at baseline and at least one follow-up round. The ophthalmic examinations included optic disc assessment and measurements of intraocular pressure (IOP), refractive error, diastolic blood pressure (DBP), and height and weight. The incidence rate of GVFL was calculated. Associations with the risk factors age, gender, baseline IOP, family history, myopia, DBP, and body-mass index [BMI] were assessed using Cox regression, with different clinical manifestations of OAG as outcome measure (glaucomatous optic neuropathy (GON), GVFL, GVFL and GON, GVFL without GON, and GON without GVFL). Median follow-up was 11.1 (IQR 6.8–17.2; range 5.0–20.3) years. The incidence rate of GVFL was 2.9 (95% confidence interval 2.4–3.4) per 1000 person years (140 cases with incident GVFL in one (n = 113) or both (n = 27) eyes). Baseline IOP and age were significantly associated with all OAG outcomes (all p < 0.001); BMI showed a non-significant protective effect in all outcomes (p = 0.01 to p = 0.09). Gender, myopia, and DBP were not associated with any outcome. Our study provides an estimate of the long-term incidence of GVFL in a predominantly white population. The development of GVFL was strongly associated with baseline IOP and age. Risk factor profiles were similar for the different outcomes.
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Affiliation(s)
- Henriët Springelkamp
- Department of Epidemiology, ErasmusMC, Rotterdam, The Netherlands
- Department of Ophthalmology, ErasmusMC, Rotterdam, The Netherlands
| | - Roger C Wolfs
- Department of Epidemiology, ErasmusMC, Rotterdam, The Netherlands
- Department of Ophthalmology, ErasmusMC, Rotterdam, The Netherlands
| | - Wishal D Ramdas
- Department of Epidemiology, ErasmusMC, Rotterdam, The Netherlands
- Department of Ophthalmology, ErasmusMC, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, ErasmusMC, Rotterdam, The Netherlands
| | - Johannes R Vingerling
- Department of Epidemiology, ErasmusMC, Rotterdam, The Netherlands
- Department of Ophthalmology, ErasmusMC, Rotterdam, The Netherlands
| | - Caroline C Klaver
- Department of Epidemiology, ErasmusMC, Rotterdam, The Netherlands
- Department of Ophthalmology, ErasmusMC, Rotterdam, The Netherlands
| | - Nomdo M Jansonius
- Department of Epidemiology, ErasmusMC, Rotterdam, The Netherlands.
- Department of Ophthalmology, University of Groningen, University Medical Center Groningen, P.O. Box 30001, 9700 RB, Groningen, The Netherlands.
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26
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Tideman JWL, Snabel MCC, Tedja MS, van Rijn GA, Wong KT, Kuijpers RWAM, Vingerling JR, Hofman A, Buitendijk GHS, Keunen JEE, Boon CJF, Geerards AJM, Luyten GPM, Verhoeven VJM, Klaver CCW. Association of Axial Length With Risk of Uncorrectable Visual Impairment for Europeans With Myopia. JAMA Ophthalmol 2017; 134:1355-1363. [PMID: 27768171 DOI: 10.1001/jamaophthalmol.2016.4009] [Citation(s) in RCA: 177] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Importance Myopia (ie, nearsightedness) is becoming the most common eye disorder to cause blindness in younger persons in many parts of the world. Visual impairment due to myopia is associated with structural changes of the retina and the globe because of elongation of the eye axis. How axial length-a sum of the anterior chamber depth, lens thickness, and vitreous chamber depth-and myopia relate to the development of visual impairment over time is unknown. Objectives To evaluate the association between axial length, spherical equivalent, and the risk of visual impairment and to make projections of visual impairment for regions with high prevalence rates. Design, Setting, and Participants This cross-sectional study uses population-based data from the Rotterdam Study I (1990 to 1993), II (2000 to 2002), and III (2006 to 2008) and the Erasmus Rucphen Family Study (2002 to 2005) as well as case-control data from the Myopia Study (2010 to 2012) from the Netherlands. In total, 15 404 individuals with data on spherical equivalent and 9074 individuals with data on axial length were included in the study; right eyes were used for analyses. Data were analyzed from September 2014 to May 2016. Main Outcomes and Measures Visual impairment and blindness (defined according to the World Health Organization criteria as a visual acuity less than 0.3) and predicted rates of visual impairment specifically for persons with myopia. Results Of the 15 693 individuals included in this study, the mean (SD) age was 61.3 (11.4) years, and 8961 (57.1%) were female. Axial length ranged from 15.3 to 37.8 mm; 819 individuals had an axial length of 26 mm or greater. Spherical equivalent ranged from -25 to +14 diopters; 796 persons had high myopia (ie, a spherical equivalent of -6 diopters or less). The prevalence of visual impairment varied from 1.0% to 4.1% in the population-based studies, was 5.4% in the Myopia Study, and was 0.3% in controls. The prevalence of visual impairment rose with increasing axial length and spherical equivalent, with a cumulative incidence (SE) of visual impairment of 3.8% (1.3) for participants aged 75 years with an axial length of 24 to less than 26 mm and greater than 90% (8.1) with an axial length of 30 mm or greater. The cumulative risk (SE) of visual impairment was 5.7% (1.3) for participants aged 60 years and 39% (4.9) for those aged 75 years with a spherical equivalent of -6 diopters or less. Projections of these data suggest that visual impairment will increase 7- to 13-fold by 2055 in high-risk areas. Conclusions and Relevance This study demonstrated that visual impairment is associated with axial length and spherical equivalent and may be unavoidable at the most extreme values in this population. Developing strategies to prevent the development of myopia and its complications could help to avoid an increase of visual impairment in the working-age population.
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Affiliation(s)
- J Willem L Tideman
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands2Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Margaretha C C Snabel
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Milly S Tedja
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands2Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Gwyneth A van Rijn
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands
| | - King T Wong
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Robert W A M Kuijpers
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands5Department of Ophthalmology, Albert Schweitzer Hospital, Dordrecht, the Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands2Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Gabriëlle H S Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands2Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Jan E E Keunen
- Department of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Camiel J F Boon
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Gregorius P M Luyten
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands
| | - Virginie J M Verhoeven
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands2Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands8Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands2Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
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27
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Wollstein A, Walsh S, Liu F, Chakravarthy U, Rahu M, Seland JH, Soubrane G, Tomazzoli L, Topouzis F, Vingerling JR, Vioque J, Böhringer S, Fletcher AE, Kayser M. Novel quantitative pigmentation phenotyping enhances genetic association, epistasis, and prediction of human eye colour. Sci Rep 2017; 7:43359. [PMID: 28240252 PMCID: PMC5327401 DOI: 10.1038/srep43359] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Accepted: 01/23/2017] [Indexed: 11/09/2022] Open
Abstract
Success of genetic association and the prediction of phenotypic traits from DNA are known to depend on the accuracy of phenotype characterization, amongst other parameters. To overcome limitations in the characterization of human iris pigmentation, we introduce a fully automated approach that specifies the areal proportions proposed to represent differing pigmentation types, such as pheomelanin, eumelanin, and non-pigmented areas within the iris. We demonstrate the utility of this approach using high-resolution digital eye imagery and genotype data from 12 selected SNPs from over 3000 European samples of seven populations that are part of the EUREYE study. In comparison to previous quantification approaches, (1) we achieved an overall improvement in eye colour phenotyping, which provides a better separation of manually defined eye colour categories. (2) Single nucleotide polymorphisms (SNPs) known to be involved in human eye colour variation showed stronger associations with our approach. (3) We found new and confirmed previously noted SNP-SNP interactions. (4) We increased SNP-based prediction accuracy of quantitative eye colour. Our findings exemplify that precise quantification using the perceived biological basis of pigmentation leads to enhanced genetic association and prediction of eye colour. We expect our approach to deliver new pigmentation genes when applied to genome-wide association testing.
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Affiliation(s)
- Andreas Wollstein
- Department of Genetic Identification, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands.,Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, Leiden, The Netherlands.,Section of Evolutionary Biology, Department of Biology II, University of Munich LMU, Planegg-Martinsried, Germany
| | - Susan Walsh
- Department of Genetic Identification, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands.,Department of Biology, Indiana University-Purdue University Indianapolis, Indianapolis, IN, USA
| | - Fan Liu
- Department of Genetic Identification, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands.,Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China
| | - Usha Chakravarthy
- Centre for Vision and Vascular Science, The Queen's University Belfast, Belfast, United Kingdom
| | - Mati Rahu
- Department of Epidemiology and Biostatistics, National Institute for Health Development, Tallinn, Estonia
| | - Johan H Seland
- Department of Ophthalmology, University of Bergen, School of Medicine, Bergen, Norway
| | - Gisèle Soubrane
- Clinique Ophthalmologique, Universitaire De Creteil, Paris, France
| | | | - Fotis Topouzis
- Department of Ophthalmology, Aristotle University of Thessaloniki, School of Medicine, Thessaloniki, Greece
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus MC University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Jesus Vioque
- Dpto. Salud Publica Universidad Miguel Hernandez, Alicante, El Centro de Investigacion Biomedica en Red de Epidemiologıa y Salud Publica (CIBERESP), Elche, Spain
| | - Stefan Böhringer
- Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, Leiden, The Netherlands
| | - Astrid E Fletcher
- Faculty of Epidemiology &Population Health, London School of Hygiene &Tropical Medicine, London, United Kingdom
| | - Manfred Kayser
- Department of Genetic Identification, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands
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28
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Joachim N, Colijn JM, Kifley A, Lee KE, Buitendijk GHS, Klein BEK, Myers CE, Meuer SM, Tan AG, Holliday EG, Attia J, Liew G, Iyengar SK, de Jong PTVM, Hofman A, Vingerling JR, Mitchell P, Klaver CCW, Klein R, Wang JJ. Five-year progression of unilateral age-related macular degeneration to bilateral involvement: the Three Continent AMD Consortium report. Br J Ophthalmol 2017; 101:1185-1192. [PMID: 28108569 DOI: 10.1136/bjophthalmol-2016-309729] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 12/14/2016] [Accepted: 12/26/2016] [Indexed: 10/20/2022]
Abstract
PURPOSE To assess the 5-year progression from unilateral to bilateral age-related macular degeneration (AMD) and associated risk factors. DESIGN Pooled data analyses of three prospective population-based cohorts, the Blue Mountains Eye Study, Beaver Dam Eye Study and Rotterdam Study. METHODS Retinal photography and interview with comprehensive questionnaires were conducted at each visit of three studies. AMD was assessed following the modified Wisconsin AMD grading protocol. Progression to bilateral any (early and late) or late AMD was assessed among participants with unilateral involvement only. Factors associated with the progression were assessed using logistic regression models while simultaneously adjusting for other significant risk factors. RESULTS In any 5-year duration, 19-28% of unilateral any AMD cases became bilateral and 27-68% of unilateral late AMD became bilateral. Factors associated with the progression to bilateral involvement of any AMD were age (per year increase, adjusted OR 1.07), carrying risk alleles of the complement factor H and age-related maculopathy susceptibility 2 genes (compared with none, OR 1.76 for 1 risk allele and OR 3.34 for 2+ risk alleles), smoking (compared with non-smokers, OR 1.64 for past and OR 1.67 for current smokers), and the presence of large drusen area or retinal pigmentary abnormalities in the first eye. CONCLUSION One in four to one in five unilateral any AMD cases, and up to one in two unilateral late AMD cases, progressed to bilateral in 5 years. Known AMD risk factors, including smoking, are significantly associated with the progression to bilateral involvement.
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Affiliation(s)
- Nichole Joachim
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Johanna Maria Colijn
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Annette Kifley
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Kristine E Lee
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Wisconsin, USA
| | - Gabriëlle H S Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Barbara E K Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Wisconsin, USA
| | - Chelsea E Myers
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Wisconsin, USA
| | - Stacy M Meuer
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Wisconsin, USA
| | - Ava G Tan
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Elizabeth G Holliday
- Centre for Clinical Epidemiology and Biostatistics, and School of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia
| | - John Attia
- Centre for Clinical Epidemiology and Biostatistics, and School of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.,Department of Medicine, John Hunter Hospital and Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Gerald Liew
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Sudha K Iyengar
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio, USA
| | - Paulus T V M de Jong
- Netherlands Institute of Neuroscience of the Royal Netherlands Academy of Arts and Sciences (KNAW), Departments of Ophthalmology AMC, Amsterdam and LUMC, Leiden, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.,Netherlands Consortium for Healthy Aging, Netherlands Genomics Initiative, The Hague, The Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Paul Mitchell
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.,Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Wisconsin, USA
| | - Jie Jin Wang
- Centre for Vision Research, The Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
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29
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Springelkamp H, Iglesias AI, Mishra A, Höhn R, Wojciechowski R, Khawaja AP, Nag A, Wang YX, Wang JJ, Cuellar-Partida G, Gibson J, Bailey JNC, Vithana EN, Gharahkhani P, Boutin T, Ramdas WD, Zeller T, Luben RN, Yonova-Doing E, Viswanathan AC, Yazar S, Cree AJ, Haines JL, Koh JY, Souzeau E, Wilson JF, Amin N, Müller C, Venturini C, Kearns LS, Kang JH, Tham YC, Zhou T, van Leeuwen EM, Nickels S, Sanfilippo P, Liao J, van der Linde H, Zhao W, van Koolwijk LM, Zheng L, Rivadeneira F, Baskaran M, van der Lee SJ, Perera S, de Jong PT, Oostra BA, Uitterlinden AG, Fan Q, Hofman A, Tai ES, Vingerling JR, Sim X, Wolfs RC, Teo YY, Lemij HG, Khor CC, Willemsen R, Lackner KJ, Aung T, Jansonius NM, Montgomery G, Wild PS, Young TL, Burdon KP, Hysi PG, Pasquale LR, Wong TY, Klaver CC, Hewitt AW, Jonas JB, Mitchell P, Lotery AJ, Foster PJ, Vitart V, Pfeiffer N, Craig JE, Mackey DA, Hammond CJ, Wiggs JL, Cheng CY, van Duijn CM, MacGregor S. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics. Hum Mol Genet 2017; 26:438-453. [PMID: 28073927 PMCID: PMC5968632 DOI: 10.1093/hmg/ddw399] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2016] [Revised: 08/19/2016] [Accepted: 09/28/2016] [Indexed: 01/04/2023] Open
Abstract
Primary open-angle glaucoma (POAG), the most common optic neuropathy, is a heritable disease. Siblings of POAG cases have a ten-fold increased risk of developing the disease. Intraocular pressure (IOP) and optic nerve head characteristics are used clinically to predict POAG risk. We conducted a genome-wide association meta-analysis of IOP and optic disc parameters and validated our findings in multiple sets of POAG cases and controls. Using imputation to the 1000 genomes (1000G) reference set, we identified 9 new genomic regions associated with vertical cup-disc ratio (VCDR) and 1 new region associated with IOP. Additionally, we found 5 novel loci for optic nerve cup area and 6 for disc area. Previously it was assumed that genetic variation influenced POAG either through IOP or via changes to the optic nerve head; here we present evidence that some genomic regions affect both IOP and the disc parameters. We characterized the effect of the novel loci through pathway analysis and found that pathways involved are not entirely distinct as assumed so far. Further, we identified a novel association between CDKN1A and POAG. Using a zebrafish model we show that six6b (associated with POAG and optic nerve head variation) alters the expression of cdkn1a. In summary, we have identified several novel genes influencing the major clinical risk predictors of POAG and showed that genetic variation in CDKN1A is important in POAG risk.
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Affiliation(s)
- Henriët Springelkamp
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Adriana I. Iglesias
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Aniket Mishra
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Australia
- Department of Complex Trait Genetics, VU University, Center for Neurogenomics and Cognitive Research, Amsterdam, the Netherlands
| | - René Höhn
- Department of Ophthalmology, Inselspital, University Hospital Bern, University of Bern, Bern, Switzerland
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
| | - Robert Wojciechowski
- Computational and Statistical Genomics Branch, National Human Genome Research Institute (NIH), Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Wilmer Eye Institute, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Anthony P. Khawaja
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Abhishek Nag
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
| | - Ya Xing Wang
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
- Beijing Ophthalmology and Visual Science Key Lab, Beijing, China
| | - Jie Jin Wang
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Gabriel Cuellar-Partida
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Australia
| | - Jane Gibson
- Centre for Biological Sciences, Faculty of Natural and Environmental Sciences, University of Southampton, Southampton, UK
| | - Jessica N. Cooke Bailey
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio, USA
| | - Eranga N. Vithana
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Puya Gharahkhani
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Australia
| | - Thibaud Boutin
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Wishal D. Ramdas
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Tanja Zeller
- Clinic for General and Interventional Cardiology, University Heart Center Hamburg, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg, Luebeck, Kiel, Hamburg/Germany
| | - Robert N. Luben
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | | | - Ananth C. Viswanathan
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Seyhan Yazar
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
| | - Angela J. Cree
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Jonathan L. Haines
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio, USA
| | - Jia Yu Koh
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
| | | | - James F. Wilson
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
- Centre for Global Health Research, The Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Scotland, UK
| | - Najaf Amin
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Christian Müller
- Clinic for General and Interventional Cardiology, University Heart Center Hamburg, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg, Luebeck, Kiel, Hamburg/Germany
| | - Cristina Venturini
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
| | - Lisa S. Kearns
- Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, Australia
| | - Jae Hee Kang
- Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | | | - Yih Chung Tham
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Tiger Zhou
- Department of Ophthalmology, Flinders University, Adelaide, Australia
| | | | - Stefan Nickels
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
| | - Paul Sanfilippo
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
- Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, Australia
| | - Jiemin Liao
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Herma van der Linde
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Wanting Zhao
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
| | | | - Li Zheng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Division of Human Genetics, Genome Institute of Singapore, Singapore, Singapore
| | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, the Hague, the Netherlands
| | | | - Sven J. van der Lee
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Shamira Perera
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
| | - Paulus T.V.M. de Jong
- Department of Ophthalmology, Academic Medical Center, Amsterdam, the Netherlands
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands
- The Netherlands Institute of Neuroscience KNAW, Amsterdam, the Netherlands
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, the Netherlands
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, the Hague, the Netherlands
| | - Qiao Fan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, the Hague, the Netherlands
| | - E-Shyong Tai
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
- Department of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | | | - Xueling Sim
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Roger C.W. Wolfs
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Yik Ying Teo
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
- Department of Statistics and Applied Probability, National University of Singapore, Singapore, Singapore
| | - Hans G. Lemij
- Glaucoma Service, The Rotterdam Eye Hospital, Rotterdam, the Netherlands
| | - Chiea Chuen Khor
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Division of Human Genetics, Genome Institute of Singapore, Singapore, Singapore
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore
| | - Rob Willemsen
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Karl J. Lackner
- Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center Mainz, Mainz, Germany
| | - Tin Aung
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Nomdo M. Jansonius
- Department of Ophthalmology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Grant Montgomery
- Department of Molecular Epidemiology, Queensland Institute of Medical Research, Herston, Brisbane, Queensland, Australia
| | - Philipp S. Wild
- Preventive Cardiology and Preventive Medicine/Center for Cardiology, University Medical Center Mainz, Mainz, Germany
- Center for Thrombosis and Hemostasis, University Medical Center Mainz, Mainz, Germany
- German Center for Cardiovascular Research (DZHK), partner site RhineMain, Mainz, Germany
| | - Terri L. Young
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Kathryn P. Burdon
- School of Medicine, Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia
| | - Pirro G. Hysi
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
| | - Louis R. Pasquale
- Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Department of Ophthalmology, Harvard Medical School and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA and
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Caroline C.W. Klaver
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Alex W. Hewitt
- Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, Australia
- School of Medicine, Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia
| | - Jost B. Jonas
- Department of Ophthalmology, Medical Faculty Mannheim of the Ruprecht-Karls-University of Heidelberg, Heidelberg, Germany
| | - Paul Mitchell
- Centre for Vision Research, Department of Ophthalmology and Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Andrew J. Lotery
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Paul J. Foster
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Veronique Vitart
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Norbert Pfeiffer
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
| | - Jamie E. Craig
- Department of Ophthalmology, Flinders University, Adelaide, Australia
| | - David A. Mackey
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
- School of Medicine, Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia
| | | | - Janey L. Wiggs
- Department of Ophthalmology, Harvard Medical School and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA and
| | | | | | - Stuart MacGregor
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Australia
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Buitendijk GHS, Hooghart AJ, Brussee C, de Jong PTVM, Hofman A, Vingerling JR, Klaver CCW. Epidemiology of Reticular Pseudodrusen in Age-Related Macular Degeneration: The Rotterdam Study. ACTA ACUST UNITED AC 2016; 57:5593-5601. [DOI: 10.1167/iovs.15-18816] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
- Gabriëlle H. S. Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 2Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Ada J. Hooghart
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 2Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Corina Brussee
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 2Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Paulus T. V. M. de Jong
- Department of Retinal Signal Processing, Netherlands Institute for Neuroscience, KNAW, Amsterdam, The Netherlands 4Department of Ophthalmology, Academic Medical Center, Amsterdam, The Netherlands 5Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands 6The Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague, The Netherlands
| | - Johannes R. Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 2Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Caroline C. W. Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 2Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands 7Department of Ophthalmology, Radbound University Medical Center, Nijmegen, The Netherlands
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31
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Lee K, Buitendijk GHS, Bogunovic H, Springelkamp H, Hofman A, Wahle A, Sonka M, Vingerling JR, Klaver CCW, Abràmoff MD. Automated Segmentability Index for Layer Segmentation of Macular SD-OCT Images. Transl Vis Sci Technol 2016; 5:14. [PMID: 27066311 PMCID: PMC4824284 DOI: 10.1167/tvst.5.2.14] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 01/29/2016] [Indexed: 01/10/2023] Open
Abstract
PURPOSE To automatically identify which spectral-domain optical coherence tomography (SD-OCT) scans will provide reliable automated layer segmentations for more accurate layer thickness analyses in population studies. METHODS Six hundred ninety macular SD-OCT image volumes (6.0 × 6.0 × 2.3 mm3) were obtained from one eyes of 690 subjects (74.6 ± 9.7 [mean ± SD] years, 37.8% of males) randomly selected from the population-based Rotterdam Study. The dataset consisted of 420 OCT volumes with successful automated retinal nerve fiber layer (RNFL) segmentations obtained from our previously reported graph-based segmentation method and 270 volumes with failed segmentations. To evaluate the reliability of the layer segmentations, we have developed a new metric, segmentability index SI, which is obtained from a random forest regressor based on 12 features using OCT voxel intensities, edge-based costs, and on-surface costs. The SI was compared with well-known quality indices, quality index (QI), and maximum tissue contrast index (mTCI), using receiver operating characteristic (ROC) analysis. RESULTS The 95% confidence interval (CI) and the area under the curve (AUC) for the QI are 0.621 to 0.805 with AUC 0.713, for the mTCI 0.673 to 0.838 with AUC 0.756, and for the SI 0.784 to 0.920 with AUC 0.852. The SI AUC is significantly larger than either the QI or mTCI AUC (P < 0.01). CONCLUSIONS The segmentability index SI is well suited to identify SD-OCT scans for which successful automated intraretinal layer segmentations can be expected. TRANSLATIONAL RELEVANCE Interpreting the quantification of SD-OCT images requires the underlying segmentation to be reliable, but standard SD-OCT quality metrics do not predict which segmentations are reliable and which are not. The segmentability index SI presented in this study does allow reliable segmentations to be identified, which is important for more accurate layer thickness analyses in research and population studies.
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Affiliation(s)
- Kyungmoo Lee
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, USA ; Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA, USA
| | - Gabriëlle H S Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands ; Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Hrvoje Bogunovic
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, USA ; Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA, USA
| | - Henriët Springelkamp
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands ; Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands ; Netherlands Consortium for Healthy Aging, Netherlands Genomics Initiative, the Hague, the Netherlands
| | - Andreas Wahle
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, USA ; Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA, USA
| | - Milan Sonka
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, USA ; Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA, USA ; Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands ; Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands ; Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Michael D Abràmoff
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, USA ; Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA, USA ; Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa City, IA, USA ; Department of Biomedical Engineering, University of Iowa, Iowa City, IA, USA ; Stephen A. Wynn Institute for Vision Research, University of Iowa, Iowa City, IA, USA ; Department of Veterans Affairs, Iowa City VA Medical Center, Iowa City, IA, USA
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32
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Fan Q, Verhoeven VJM, Wojciechowski R, Barathi VA, Hysi PG, Guggenheim JA, Höhn R, Vitart V, Khawaja AP, Yamashiro K, Hosseini SM, Lehtimäki T, Lu Y, Haller T, Xie J, Delcourt C, Pirastu M, Wedenoja J, Gharahkhani P, Venturini C, Miyake M, Hewitt AW, Guo X, Mazur J, Huffman JE, Williams KM, Polasek O, Campbell H, Rudan I, Vatavuk Z, Wilson JF, Joshi PK, McMahon G, St Pourcain B, Evans DM, Simpson CL, Schwantes-An TH, Igo RP, Mirshahi A, Cougnard-Gregoire A, Bellenguez C, Blettner M, Raitakari O, Kähönen M, Seppala I, Zeller T, Meitinger T, Ried JS, Gieger C, Portas L, van Leeuwen EM, Amin N, Uitterlinden AG, Rivadeneira F, Hofman A, Vingerling JR, Wang YX, Wang X, Tai-Hui Boh E, Ikram MK, Sabanayagam C, Gupta P, Tan V, Zhou L, Ho CEH, Lim W, Beuerman RW, Siantar R, Tai ES, Vithana E, Mihailov E, Khor CC, Hayward C, Luben RN, Foster PJ, Klein BEK, Klein R, Wong HS, Mitchell P, Metspalu A, Aung T, Young TL, He M, Pärssinen O, van Duijn CM, Jin Wang J, Williams C, Jonas JB, Teo YY, Mackey DA, Oexle K, Yoshimura N, Paterson AD, Pfeiffer N, Wong TY, Baird PN, Stambolian D, Wilson JEB, Cheng CY, Hammond CJ, Klaver CCW, Saw SM, Rahi JS, Korobelnik JF, Kemp JP, Timpson NJ, Smith GD, Craig JE, Burdon KP, Fogarty RD, Iyengar SK, Chew E, Janmahasatian S, Martin NG, MacGregor S, Xu L, Schache M, Nangia V, Panda-Jonas S, Wright AF, Fondran JR, Lass JH, Feng S, Zhao JH, Khaw KT, Wareham NJ, Rantanen T, Kaprio J, Pang CP, Chen LJ, Tam PO, Jhanji V, Young AL, Döring A, Raffel LJ, Cotch MF, Li X, Yip SP, Yap MK, Biino G, Vaccargiu S, Fossarello M, Fleck B, Yazar S, Tideman JWL, Tedja M, Deangelis MM, Morrison M, Farrer L, Zhou X, Chen W, Mizuki N, Meguro A, Mäkelä KM. Meta-analysis of gene-environment-wide association scans accounting for education level identifies additional loci for refractive error. Nat Commun 2016; 7:11008. [PMID: 27020472 PMCID: PMC4820539 DOI: 10.1038/ncomms11008] [Citation(s) in RCA: 85] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 02/10/2016] [Indexed: 02/07/2023] Open
Abstract
Myopia is the most common human eye disorder and it results from complex genetic and environmental causes. The rapidly increasing prevalence of myopia poses a major public health challenge. Here, the CREAM consortium performs a joint meta-analysis to test single-nucleotide polymorphism (SNP) main effects and SNP × education interaction effects on refractive error in 40,036 adults from 25 studies of European ancestry and 10,315 adults from 9 studies of Asian ancestry. In European ancestry individuals, we identify six novel loci (FAM150B-ACP1, LINC00340, FBN1, DIS3L-MAP2K1, ARID2-SNAT1 and SLC14A2) associated with refractive error. In Asian populations, three genome-wide significant loci AREG, GABRR1 and PDE10A also exhibit strong interactions with education (P<8.5 × 10(-5)), whereas the interactions are less evident in Europeans. The discovery of these loci represents an important advance in understanding how gene and environment interactions contribute to the heterogeneity of myopia.
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Affiliation(s)
- Qiao Fan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Duke-NUS Medical School, Singapore 169857, Singapore
| | - Virginie J. M. Verhoeven
- Department of Ophthalmology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Robert Wojciechowski
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Baltimore, Maryland 21224, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 20205, USA
| | - Veluchamy A. Barathi
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Duke-NUS Medical School, Singapore 169857, Singapore
- Department of Ophthalmology, National University Health Systems, National University of Singapore Singapore 119228, Singapore
| | - Pirro G. Hysi
- Department of Twin Research and Genetic Epidemiology, King's College London School of Medicine, London SE1 7EH, UK
| | - Jeremy A. Guggenheim
- School of Optometry and Vision Sciences, Cardiff University, Cardiff CF24 4HQ, UK
| | - René Höhn
- Department of Ophthalmology, University Medical Center Mainz, 55131 Mainz, Germany
- Department of Ophthalmology, Inselspital, University Hospital Bern, CH-3010 Bern, Switzerland
| | - Veronique Vitart
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, Scotland
| | - Anthony P. Khawaja
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge School of Clinical Medicine, Cambridge CB2 0SR, UK
| | - Kenji Yamashiro
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, Kyoto 6068507, Japan
| | - S Mohsen Hosseini
- Program in Genetics and Genome Biology, The Hospital for Sick Children and Institute for Medical Sciences, University of Toronto, Toronto Ontario, Canada M5G 1X8
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories and School of Medicine, University of Tampere, Tampere 33520, Finland
| | - Yi Lu
- Statistical Genetics Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Queensland 4029, Australia
| | - Toomas Haller
- Estonian Genome Center, University of Tartu, Tartu 51010, Estonia
| | - Jing Xie
- Centre for Eye Research Australia (CERA), Royal Victorian Eye and Ear Hospital, University of Melbourne, Melbourne, Victoria 3002, Australia
| | - Cécile Delcourt
- Université de Bordeaux, ISPED (Institut de Santé Publique d'Épidémiologie et de Développement), Bordeaux 33000, France
- INSERM, U1219-Bordeaux Population Health Research Center, Bordeaux 33000, France
| | - Mario Pirastu
- Institute of Population Genetics, National Research Council, Sassari 07100, Italy
| | - Juho Wedenoja
- Department of Public Health, University of Helsinki, Helsinki 00014, Finland
- Department of Ophthalmology, University of Helsinki and Helsinki University Hospital, Helsinki 00014, Finland
| | - Puya Gharahkhani
- Statistical Genetics Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Queensland 4029, Australia
| | - Cristina Venturini
- Department of Twin Research and Genetic Epidemiology, King's College London School of Medicine, London SE1 7EH, UK
- UCL Institute of Ophthalmology, London SE1 7EH, UK
| | - Masahiro Miyake
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, Kyoto 6068507, Japan
| | - Alex W. Hewitt
- Centre for Eye Research Australia (CERA), Royal Victorian Eye and Ear Hospital, University of Melbourne, Melbourne, Victoria 3002, Australia
- Menzies Research Institute Tasmania, University of Tasmania, Hobart, Tasmania 7000, Australia
| | - Xiaobo Guo
- Department of Statistical Science, School of Mathematics and Computational Science, Sun Yat-Sen University, Guangzhou 510275, China
| | - Johanna Mazur
- Institute of Medical Biostatistics, Epidemiology and Informatics, University Medical Center Mainz, 55131 Mainz, Germany
| | - Jenifer E. Huffman
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, Scotland
| | - Katie M. Williams
- Department of Twin Research and Genetic Epidemiology, King's College London School of Medicine, London SE1 7EH, UK
- Department of Ophthalmology, King's College London, London SE1 7EH, UK
| | - Ozren Polasek
- Faculty of Medicine, University of Split, Split 21000, Croatia
| | - Harry Campbell
- Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Teviot Place, Edinburgh EH8 9AG, Scotland
| | - Igor Rudan
- Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Teviot Place, Edinburgh EH8 9AG, Scotland
| | - Zoran Vatavuk
- Department of Ophthalmology, Sisters of Mercy University Hospital, Zagreb 10000, Croatia
| | - James F. Wilson
- Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Teviot Place, Edinburgh EH8 9AG, Scotland
| | - Peter K. Joshi
- Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Teviot Place, Edinburgh EH8 9AG, Scotland
| | - George McMahon
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol BS8 2BN, UK
- School of Social and Community Medicine, University of Bristol, Bristol BS8 2BN, UK
| | - Beate St Pourcain
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol BS8 2BN, UK
- School of Social and Community Medicine, University of Bristol, Bristol BS8 2BN, UK
- Max Planck Institute for Psycholinguistics, Wundtlaan 1, 6525 XD Nijmegen, The Netherlands
| | - David M. Evans
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol BS8 2BN, UK
- School of Social and Community Medicine, University of Bristol, Bristol BS8 2BN, UK
- University of Queensland Diamantina Institute, Translational Research Institute, Brisbane, Queensland 4102, Australia
| | - Claire L. Simpson
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Baltimore, Maryland 21224, USA
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA
| | - Tae-Hwi Schwantes-An
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Baltimore, Maryland 21224, USA
| | - Robert P. Igo
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Alireza Mirshahi
- Department of Ophthalmology, University Medical Center Mainz, 55131 Mainz, Germany
- Dardenne Eye Hospital, Bonn-Bad Godesberg, 53177 Bonn, Germany
| | - Audrey Cougnard-Gregoire
- Université de Bordeaux, ISPED (Institut de Santé Publique d'Épidémiologie et de Développement), Bordeaux 33000, France
- INSERM, U1219-Bordeaux Population Health Research Center, Bordeaux 33000, France
| | - Céline Bellenguez
- Inserm, U1167, Lille 59000, France
- Univ. Lille, U1167, Lille 59000, France
- Université Lille 2, Lille 59000, France
| | - Maria Blettner
- Institute of Medical Biostatistics, Epidemiology and Informatics, University Medical Center Mainz, 55131 Mainz, Germany
| | - Olli Raitakari
- Research Centre of Applied and Preventive Medicine, University of Turku, Turku 20520, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku 20520, Finland
| | - Mika Kähönen
- Department of Clinical Physiology, Tampere University Hospital and School of Medicine, University of Tampere, Tampere 33520, Finland
| | - Ilkka Seppala
- Department of Clinical Chemistry, Fimlab Laboratories and School of Medicine, University of Tampere, Tampere 33520, Finland
| | - Tanja Zeller
- Clinic for General and Interventional Cardiology, University Heart Center Hamburg, 20246 Hamburg, Germany
| | - Thomas Meitinger
- Institute of Human Genetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Institute of Human Genetics, Klinikum rechts der Isar, Technische Universität München, 81675 Munich, Germany
| | | | - Janina S. Ried
- Institute of Genetic Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health, 85764 Neuherberg, Germany
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health, 85764 Neuherberg, Germany
| | - Laura Portas
- Institute of Population Genetics, National Research Council, Sassari 07100, Italy
| | | | - Najaf Amin
- Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, 2518 AD Hague, The Netherlands
| | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, 2518 AD Hague, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, 2518 AD Hague, The Netherlands
| | | | - Ya Xing Wang
- Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing 100044, China
| | - Xu Wang
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health Systems, Singapore 117549, Singapore
| | - Eileen Tai-Hui Boh
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health Systems, Singapore 117549, Singapore
| | - M. Kamran Ikram
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Duke-NUS Medical School, Singapore 169857, Singapore
| | - Charumathi Sabanayagam
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Duke-NUS Medical School, Singapore 169857, Singapore
| | - Preeti Gupta
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
| | - Vincent Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
| | - Lei Zhou
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
| | - Candice E. H. Ho
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
| | - Wan'e Lim
- Department of Ophthalmology, National University Health Systems, National University of Singapore Singapore 119228, Singapore
| | - Roger W. Beuerman
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Duke-NUS Medical School, Singapore 169857, Singapore
- Department of Ophthalmology, National University Health Systems, National University of Singapore Singapore 119228, Singapore
| | - Rosalynn Siantar
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore 308433, Singapore
| | - E-Shyong Tai
- Duke-NUS Medical School, Singapore 169857, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health Systems, Singapore 117549, Singapore
- Department of Medicine, National University of Singapore, Singapore 119228, Singapore
| | - Eranga Vithana
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Duke-NUS Medical School, Singapore 169857, Singapore
- Department of Ophthalmology, National University Health Systems, National University of Singapore Singapore 119228, Singapore
| | - Evelin Mihailov
- Estonian Genome Center, University of Tartu, Tartu 51010, Estonia
| | - Chiea-Chuen Khor
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health Systems, Singapore 117549, Singapore
- Division of Human Genetics, Genome Institute of Singapore, Singapore 138672, Singapore
| | - Caroline Hayward
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, Scotland
| | - Robert N. Luben
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge School of Clinical Medicine, Cambridge CB2 0SR, UK
| | - Paul J. Foster
- Division of Genetics and Epidemiology, UCL Institute of Ophthalmology, London EC1V 9EL, UK
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London EC1V 2PD, UK
| | - Barbara E. K. Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53726, USA
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53726, USA
| | - Hoi-Suen Wong
- Program in Genetics and Genome Biology, The Hospital for Sick Children and Institute for Medical Sciences, University of Toronto, Toronto Ontario, Canada M5G 1X8
| | - Paul Mitchell
- Department of Ophthalmology, Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales 2145, Australia
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu, Tartu 51010, Estonia
| | - Tin Aung
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Department of Ophthalmology, National University Health Systems, National University of Singapore Singapore 119228, Singapore
| | - Terri L. Young
- Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin 53705, USA
| | - Mingguang He
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou 510060, China
| | - Olavi Pärssinen
- Department of Ophthalmology, Central Hospital of Central Finland, Jyväskylä 40620, Finland
- Gerontology Research Center and Department of Health Sciences, University of Jyväskylä, Jyväskylä 40014, Finland
| | - Cornelia M. van Duijn
- Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Jie Jin Wang
- Department of Ophthalmology, Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales 2145, Australia
| | - Cathy Williams
- School of Social and Community Medicine, University of Bristol, Bristol BS8 2BN, UK
| | - Jost B. Jonas
- Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing 100044, China
- Medical Faculty Mannheim, Department of Ophthalmology, Ruprecht-Karls-University Heidelberg, 69115 Mannheim, Germany
| | - Yik-Ying Teo
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health Systems, Singapore 117549, Singapore
- Division of Human Genetics, Genome Institute of Singapore, Singapore 138672, Singapore
- Department of Statistics and Applied Probability, National University of Singapore, Singapore 117546, Singapore
| | - David A. Mackey
- Menzies Research Institute Tasmania, University of Tasmania, Hobart, Tasmania 7000, Australia
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Western Australia 6009, Australia
| | - Konrad Oexle
- Institute of Human Genetics, Klinikum rechts der Isar, Technische Universität München, 81675 Munich, Germany
| | - Nagahisa Yoshimura
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, Kyoto 6068507, Japan
| | - Andrew D. Paterson
- Program in Genetics and Genome Biology, The Hospital for Sick Children and Institute for Medical Sciences, University of Toronto, Toronto Ontario, Canada M5G 1X8
| | - Norbert Pfeiffer
- Department of Ophthalmology, University Medical Center Mainz, 55131 Mainz, Germany
| | - Tien-Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Duke-NUS Medical School, Singapore 169857, Singapore
- Department of Ophthalmology, National University Health Systems, National University of Singapore Singapore 119228, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health Systems, Singapore 117549, Singapore
| | - Paul N. Baird
- Centre for Eye Research Australia (CERA), Royal Victorian Eye and Ear Hospital, University of Melbourne, Melbourne, Victoria 3002, Australia
| | - Dwight Stambolian
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Joan E. Bailey Wilson
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Baltimore, Maryland 21224, USA
| | - Ching-Yu Cheng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Duke-NUS Medical School, Singapore 169857, Singapore
- Department of Ophthalmology, National University Health Systems, National University of Singapore Singapore 119228, Singapore
| | - Christopher J. Hammond
- Department of Twin Research and Genetic Epidemiology, King's College London School of Medicine, London SE1 7EH, UK
- Department of Ophthalmology, King's College London, London SE1 7EH, UK
| | - Caroline C. W. Klaver
- Department of Ophthalmology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Seang-Mei Saw
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 169856, Singapore
- Duke-NUS Medical School, Singapore 169857, Singapore
- Department of Ophthalmology, National University Health Systems, National University of Singapore Singapore 119228, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health Systems, Singapore 117549, Singapore
| | - Jugnoo S. Rahi
- Medical Research Council Centre of Epidemiology for Child Health, Institute of Child Health, University College London, London WC1E 6BT, UK
- Institute of Ophthalmology, Moorfields Eye Hospital, London EC1V 2PD, UK
- Ulverscroft Vision Research Group, University College London, London WC1E 6BT, UK
| | - Jean-François Korobelnik
- Université de Bordeaux, 33400 Talence, France
- INSERM (Institut National de la Santé Et de la Recherche Médicale), ISPED (Institut de Santé Publique d'épidémiologie et de Développement), Centre INSERM U897-Epidemiologie-Biostatistique, 33076 Bordeaux, France
| | - John P. Kemp
- MRC Integrative Epidemiology Unit (IEU), The University of Bristol, Bristol BS8 2BN, UK
| | - Nicholas J. Timpson
- MRC Integrative Epidemiology Unit (IEU), The University of Bristol, Bristol BS8 2BN, UK
| | - George Davey Smith
- MRC Integrative Epidemiology Unit (IEU), The University of Bristol, Bristol BS8 2BN, UK
| | - Jamie E. Craig
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5001, Australia
| | - Kathryn P. Burdon
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5001, Australia
| | - Rhys D. Fogarty
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5001, Australia
| | - Sudha K. Iyengar
- Department of Epidemiology and Biostatistics, CaseWestern Reserve University, Cleveland, Ohio 44106, USA
- Department of Ophthalmology and Visual Sciences, Case Western Reserve University and University Hospitals Eye Institute, Cleveland, Ohio 44106, USA
- Department of Genetics, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Emily Chew
- National Eye Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Sarayut Janmahasatian
- Department of Epidemiology and Biostatistics, CaseWestern Reserve University, Cleveland, Ohio 44106, USA
| | - Nicholas G. Martin
- Genetic Epidemiology Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Queensland 4029, Australia
| | - Stuart MacGregor
- Statistical Genetics Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Queensland 4029, Australia
| | - Liang Xu
- Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing 100044, China
| | - Maria Schache
- Centre for Eye Research Australia (CERA), Royal Victorian Eye and Ear Hospital, University of Melbourne, Melbourne, Victoria 3002, Australia
| | - Vinay Nangia
- Suraj Eye Institute, Nagpur, Maharashtra 440001, India
| | | | - Alan F. Wright
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, Scotland
| | - Jeremy R. Fondran
- Department of Epidemiology and Biostatistics, CaseWestern Reserve University, Cleveland, Ohio 44106, USA
| | - Jonathan H. Lass
- Department of Epidemiology and Biostatistics, CaseWestern Reserve University, Cleveland, Ohio 44106, USA
- Department of Ophthalmology and Visual Sciences, Case Western Reserve University and University Hospitals Eye Institute, Cleveland, Ohio 44106, USA
| | - Sheng Feng
- Department of Pediatric Ophthalmology, Duke Eye Center For Human Genetics, Durham, North Carolina 27710, USA
| | - Jing Hua Zhao
- MRC Epidemiology Unit, Institute of Metabolic Sciences, University of Cambridge, Cambridge CB2 1TN, UK
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge School of Clinical Medicine, Cambridge CB2 0SR, UK
| | - Nick J. Wareham
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge CB2 0QQ, UK
| | - Taina Rantanen
- Gerontology Research Center, University of Jyväskylä, Jyväskylä Finland
| | - Jaakko Kaprio
- Department of Public Health, University of Helsinki, Helsinki 00014, Finland
- Institute for Molecular Medicine, University of Helsinki, Helsinki 00014, Finland
- Department of Mental Health and Alcohol Abuse Services, National Institute for Health and Welfare, Helsinki 00271, Finland
| | - Chi Pui Pang
- Department of Ophthalmology and Visual Sciences, Hong Kong Eye Hospital, The Chinese University of Hong Kong, Kowloon, Hong Kong
| | - Li Jia Chen
- Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Pancy O. Tam
- Department of Ophthalmology and Visual Sciences, Hong Kong Eye Hospital, The Chinese University of Hong Kong, Kowloon, Hong Kong
| | - Vishal Jhanji
- Department of Ophthalmology and Visual Sciences, Hong Kong Eye Hospital, The Chinese University of Hong Kong, Kowloon, Hong Kong
- Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Alvin L. Young
- Department of Ophthalmology and Visual Sciences, Hong Kong Eye Hospital, The Chinese University of Hong Kong, Kowloon, Hong Kong
- Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Angela Döring
- Institute of Epidemiology I, Helmholtz Zentrum München, German Research Center for Environmental Health, 85764 Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, 85764 Neuherberg, Germany
| | - Leslie J. Raffel
- Medical Genetics Institute, Cedars-Sinai Medical Center, Los Angeles, California 90048, USA
| | - Mary-Frances Cotch
- Division of Epidemiology and Clinical Applications, National Eye Institute, Bethesda, Maryland 20892, USA
| | - Xiaohui Li
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute, Harbor-UCLA Medical Center, Los Angeles, California 90502, USA
| | - Shea Ping Yip
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong
| | - Maurice K.H. Yap
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong
| | - Ginevra Biino
- Institute of Molecular Genetics, National Research Council, Pavia 27100, Italy
| | - Simona Vaccargiu
- Institute of Population Genetics, National Research Council, Sassari 07100, Italy
| | - Maurizio Fossarello
- Institute of Population Genetics, National Research Council, Sassari 07100, Italy
| | - Brian Fleck
- Princess Alexandra Eye Pavilion, Edinburgh EH3 9HA, UK
| | - Seyhan Yazar
- Centre for Eye Research Australia (CERA), Royal Victorian Eye and Ear Hospital, University of Melbourne, Melbourne, Victoria 3002, Australia
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Western Australia 6009, Australia
| | - Jan Willem L. Tideman
- Department of Ophthalmology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Milly Tedja
- Department of Ophthalmology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Margaret M. Deangelis
- Department of Ophthalmology and Visual Sciences, Moran Eye Center, University of Utah, Salt Lake City, Utah 84132, USA
| | - Margaux Morrison
- Department of Ophthalmology and Visual Sciences, John Moran Eye Center, University of Utah, Salt Lake City, Utah 84132, USA
| | - Lindsay Farrer
- Departments of Medicine (Biomedical Genetics), Ophthalmology, Neurology, Epidemiology and Biostatistics, Boston University Schools of Medicine and Public Health, Boston, Massachusetts 02118, USA
| | - Xiangtian Zhou
- School of ophthalmology and optometry, Wenzhou Medical University, Wenzhou 325035, China
| | - Wei Chen
- School of ophthalmology and optometry, Wenzhou Medical University, Wenzhou 325035, China
| | - Nobuhisa Mizuki
- Department of Ophthalmology, Yokohama City University School of Medicine, Yokohama, Kanagawa 236-0027, Japan
| | - Akira Meguro
- Department of Ophthalmology, Yokohama City University School of Medicine, Yokohama, Kanagawa 236-0027, Japan
| | - Kari Matti Mäkelä
- Department of Clinical Chemistry, Fimlab Laboratories and School of Medicine, University of Tampere, Tampere 33014, Finland
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Tideman JWL, Polling JR, Voortman T, Jaddoe VWV, Uitterlinden AG, Hofman A, Vingerling JR, Franco OH, Klaver CCW. Low serum vitamin D is associated with axial length and risk of myopia in young children. Eur J Epidemiol 2016; 31:491-9. [PMID: 26955828 PMCID: PMC4901111 DOI: 10.1007/s10654-016-0128-8] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Accepted: 02/08/2016] [Indexed: 01/08/2023]
Abstract
The aim of the study was to investigate the relationship between serum 25(OH)D levels and axial length (AL) and myopia in 6-year-old children. A total of 2666 children aged 6 years participating in the birth-cohort study Generation R underwent a stepwise eye examination. First, presenting visual acuity (VA) and AL were performed. Second, automated cycloplegic refraction was measured if LogMAR VA > 0.1. Serum 25-hydroxyvitamin D [25(OH)D] was determined from blood using liquid chromatography/tandem mass spectrometry. Vitamin D related SNPs were determined with a SNP array; outdoor exposure was assessed by questionnaire. The relationships between 25(OH)D and AL or myopia were investigated using linear and logistic regression analysis. Average 25(OH)D concentration was 68.8 nmol/L (SD ± 27.5; range 4–211); average AL 22.35 mm (SD ± 0.7; range 19.2–25.3); and prevalence of myopia 2.3 % (n = 62). After adjustment for covariates, 25(OH)D concentration (per 25 nmol/L) was inversely associated with AL (β −0.043; P < 0.01), and after additional adjusting for time spent outdoors (β −0.038; P < 0.01). Associations were not different between European and non-European children (β −0.037 and β −0.039 respectively). Risk of myopia (per 25 nmol/L) was OR 0.65 (95 % CI 0.46–0.92). None of the 25(OH)D related SNPs showed an association with AL or myopia. Lower 25(OH)D concentration in serum was associated with longer AL and a higher risk of myopia in these young children. This effect appeared independent of outdoor exposure and may suggest a more direct role for 25(OH)D in myopia pathogenesis.
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Affiliation(s)
- J Willem L Tideman
- Department of Ophthalmology, Erasmus Medical Center, NA2808, PO Box 5201, 3008 AE, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Jan Roelof Polling
- Department of Ophthalmology, Erasmus Medical Center, NA2808, PO Box 5201, 3008 AE, Rotterdam, The Netherlands.,Department of Orthoptics and Optometry, Faculty of Health, University of Applied Sciences, Utrecht, The Netherlands
| | - Trudy Voortman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Vincent W V Jaddoe
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.,Department of Paediatrics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - André G Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.,Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, NA2808, PO Box 5201, 3008 AE, Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, NA2808, PO Box 5201, 3008 AE, Rotterdam, The Netherlands. .,Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.
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Zhang L, Buitendijk GHS, Lee K, Sonka M, Springelkamp H, Hofman A, Vingerling JR, Mullins RF, Klaver CCW, Abràmoff MD. Validity of Automated Choroidal Segmentation in SS-OCT and SD-OCT. Invest Ophthalmol Vis Sci 2015; 56:3202-11. [PMID: 26024104 DOI: 10.1167/iovs.14-15669] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
PURPOSE To evaluate the validity of a novel fully automated three-dimensional (3D) method capable of segmenting the choroid from two different optical coherence tomography scanners: swept-source OCT (SS-OCT) and spectral-domain OCT (SD-OCT). METHODS One hundred eight subjects were imaged using SS-OCT and SD-OCT. A 3D method was used to segment the choroid and quantify the choroidal thickness along each A-scan. The segmented choroidal posterior boundary was evaluated by comparing to manual segmentation. Differences were assessed to test the agreement between segmentation results of the same subject. Choroidal thickness was defined as the Euclidian distance between Bruch's membrane and the choroidal posterior boundary, and reproducibility was analyzed using automatically and manually determined choroidal thicknesses. RESULTS For SS-OCT, the average choroidal thickness of the entire 6- by 6-mm2 macular region was 219.5 μm (95% confidence interval [CI], 204.9-234.2 μm), and for SD-OCT it was 209.5 μm (95% CI, 197.9-221.0 μm). The agreement between automated and manual segmentations was high: Average relative difference was less than 5 μm, and average absolute difference was less than 15 μm. Reproducibility of choroidal thickness between repeated SS-OCT scans was high (coefficient of variation [CV] of 3.3%, intraclass correlation coefficient [ICC] of 0.98), and differences between SS-OCT and SD-OCT results were small (CV of 11.0%, ICC of 0.73). CONCLUSIONS We have developed a fully automated 3D method for segmenting the choroid and quantifying choroidal thickness along each A-scan. The method yielded high validity. Our method can be used reliably to study local choroidal changes and may improve the diagnosis and management of patients with ocular diseases in which the choroid is affected.
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Affiliation(s)
- Li Zhang
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa, United States
| | - Gabriëlle H S Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 3Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Kyungmoo Lee
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa, United States
| | - Milan Sonka
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa, United States 4Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa City, Iowa, United States
| | - Henriët Springelkamp
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 3Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands 5Netherlands Consortium for Healthy Aging, Netherlands Genomics Initiative, The Hague, The Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 3Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Robert F Mullins
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa City, Iowa, United States 6Stephen Wynn Institute for Vision Research, University of Iowa, Iowa City, Iowa, United States
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 3Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Michael D Abràmoff
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa, United States 4Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa City, Iowa, United States 6Stephen Wynn Institute for Vi
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Schauwvlieghe AME, Dijkman G, Hooymans JM, Verbraak FD, Hoyng CB, Dijkgraaf MGW, Van Leeuwen R, Vingerling JR, Moll AC, Schlingemann RO. Comparing the effectiveness and costs of Bevacizumab to Ranibizumab in patients with Diabetic Macular Edema: a randomized clinical trial (the BRDME study). BMC Ophthalmol 2015; 15:71. [PMID: 26149170 PMCID: PMC4491889 DOI: 10.1186/s12886-015-0043-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 05/19/2015] [Indexed: 12/26/2022] Open
Abstract
Background The effectiveness of ranibizumab in the treatment of diabetic macular edema has been proven with large clinical trials. For bevacizumab only two clinical trials have been published and a head-to-head comparison is lacking to date. However, if proved non-inferior to ranibizumab, use of the off-label bevacizumab could reduce costs enormously without a loss in visual acuity. A cost-effectiveness study has been designed to substantiate this hypothesis. Aim To compare the effectiveness and costs of 1.25 mg of bevacizumab to 0.5 mg ranibizumab given as monthly intravitreal injections during 6 months in patients with diabetic macular edema. It is hypothesized that bevacizumab is non-inferior to ranibizumab regarding its effectiveness. Design This is a randomized, controlled, double masked, clinical trial in 246 patients in seven academic trial centres in The Netherlands. Outcomes The primary outcome measure is the change in best-corrected visual acuity (BCVA) in the study eye from baseline to month 6. Secondary outcomes are the proportions of patients with a gain or loss of 15 letters or more or a BCVA of 20/40 or more at 6 months, the change in leakage on fluorescein angiography and the change in foveal thickness by optical coherence tomography at 6 months, the number of adverse events in 6 months, and the costs per quality adjusted life-year of the two treatments.
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Affiliation(s)
- A M E Schauwvlieghe
- Department of Ophthalmology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands.
| | - G Dijkman
- Department of Ophthalmology, Leiden University Medical Centre, Leiden, The Netherlands.
| | - J M Hooymans
- Department of Ophthalmology, University Medical Center Groningen, Groningen, The Netherlands.
| | - F D Verbraak
- Department of Ophthalmology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands. .,Ocular Angiogenesis Group, Departments of Ophthalmology and Cell Biology and Histology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands. .,Department of Biomedical Engineering and Physics, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands.
| | - C B Hoyng
- Department of Ophthalmology, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands.
| | - M G W Dijkgraaf
- Clinical Research Unit, Academic Medical Center, Amsterdam, The Netherlands.
| | - R Van Leeuwen
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - J R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands. .,Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.
| | - A C Moll
- Department of Ophthalmology, VU University Medical Centre, Amsterdam, The Netherlands.
| | - Reinier O Schlingemann
- Department of Ophthalmology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands. .,Ocular Angiogenesis Group, Departments of Ophthalmology and Cell Biology and Histology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands. .,Netherlands Institute for Neurosciences, Amsterdam, The Netherlands. .,Medical Retina Unit and Ocular Angiogenesis Group, Department Of Ophthalmology, Academic Medical Center, Room A2-122, PO Box 22660, 1100 DD, Amsterdam, The Netherlands.
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Cuellar-Partida G, Springelkamp H, Lucas SEM, Yazar S, Hewitt AW, Iglesias AI, Montgomery GW, Martin NG, Pennell CE, van Leeuwen EM, Verhoeven VJM, Hofman A, Uitterlinden AG, Ramdas WD, Wolfs RCW, Vingerling JR, Brown MA, Mills RA, Craig JE, Klaver CCW, van Duijn CM, Burdon KP, MacGregor S, Mackey DA. WNT10A exonic variant increases the risk of keratoconus by decreasing corneal thickness. Hum Mol Genet 2015; 24:5060-8. [PMID: 26049155 DOI: 10.1093/hmg/ddv211] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Accepted: 06/02/2015] [Indexed: 11/13/2022] Open
Abstract
Keratoconus is a degenerative eye condition which results from thinning of the cornea and causes vision distortion. Treatments such as ultraviolet (UV) cross-linking have proved effective for management of keratoconus when performed in early stages of the disease. The central corneal thickness (CCT) is a highly heritable endophenotype of keratoconus, and it is estimated that up to 95% of its phenotypic variance is due to genetics. Genome-wide association efforts of CCT have identified common variants (i.e. minor allele frequency (MAF) >5%). However, these studies typically ignore the large set of exonic variants whose MAF is usually low. In this study, we performed a CCT exome-wide association analysis in a sample of 1029 individuals from a population-based study in Western Australia. We identified a genome-wide significant exonic variant rs121908120 (P = 6.63 × 10(-10)) in WNT10A. This gene is 437 kb from a gene previously associated with CCT (USP37). We showed in a conditional analysis that the WNT10A variant completely accounts for the signal previously seen at USP37. We replicated our finding in independent samples from the Brisbane Adolescent Twin Study, Twin Eye Study in Tasmania and the Rotterdam Study. Further, we genotyped rs121908120 in 621 keratoconus cases and compared the frequency to a sample of 1680 unscreened controls from the Queensland Twin Registry. We found that rs121908120 increases the risk of keratoconus two times (odds ratio 2.03, P = 5.41 × 10(-5)).
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Affiliation(s)
| | | | | | - Seyhan Yazar
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia
| | - Alex W Hewitt
- School of Medicine, Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia, Centre for Eye Research Australia, Melbourne University, Melbourne, Australia
| | | | | | - Nicholas G Martin
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Australia and
| | - Craig E Pennell
- School of Women's and Infants' Health, University of Western Australia, Perth, Australia
| | | | | | - Albert Hofman
- Department of Epidemiology, Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, the Hague 2593 CE, The Netherlands
| | - André G Uitterlinden
- Department of Epidemiology, Department of Internal Medicine, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands, Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, the Hague 2593 CE, The Netherlands
| | | | | | | | - Matthew A Brown
- University of Queensland Diamantina Institute, Translational Research Institute, Princess Alexandra Hospital, Brisbane, Australia
| | - Richard A Mills
- Department of Ophthalmology, Flinders University, Adelaide, SA, Australia
| | - Jamie E Craig
- Department of Ophthalmology, Flinders University, Adelaide, SA, Australia
| | | | | | | | - Stuart MacGregor
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia,
| | - David A Mackey
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia
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37
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Williams KM, Bertelsen G, Cumberland P, Wolfram C, Verhoeven VJM, Anastasopoulos E, Buitendijk GHS, Cougnard-Grégoire A, Creuzot-Garcher C, Erke MG, Hogg R, Höhn R, Hysi P, Khawaja AP, Korobelnik JF, Ried J, Vingerling JR, Bron A, Dartigues JF, Fletcher A, Hofman A, Kuijpers RWAM, Luben RN, Oxele K, Topouzis F, von Hanno T, Mirshahi A, Foster PJ, van Duijn CM, Pfeiffer N, Delcourt C, Klaver CCW, Rahi J, Hammond CJ. Increasing Prevalence of Myopia in Europe and the Impact of Education. Ophthalmology 2015; 122:1489-97. [PMID: 25983215 PMCID: PMC4504030 DOI: 10.1016/j.ophtha.2015.03.018] [Citation(s) in RCA: 259] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Revised: 03/13/2015] [Accepted: 03/13/2015] [Indexed: 11/24/2022] Open
Abstract
Purpose To investigate whether myopia is becoming more common across Europe and explore whether increasing education levels, an important environmental risk factor for myopia, might explain any temporal trend. Design Meta-analysis of population-based, cross-sectional studies from the European Eye Epidemiology (E3) Consortium. Participants The E3 Consortium is a collaborative network of epidemiological studies of common eye diseases in adults across Europe. Refractive data were available for 61 946 participants from 15 population-based studies performed between 1990 and 2013; participants had a range of median ages from 44 to 78 years. Methods Noncycloplegic refraction, year of birth, and highest educational level achieved were obtained for all participants. Myopia was defined as a mean spherical equivalent ≤−0.75 diopters. A random-effects meta-analysis of age-specific myopia prevalence was performed, with sequential analyses stratified by year of birth and highest level of educational attainment. Main Outcome Measures Variation in age-specific myopia prevalence for differing years of birth and educational level. Results There was a significant cohort effect for increasing myopia prevalence across more recent birth decades; age-standardized myopia prevalence increased from 17.8% (95% confidence interval [CI], 17.6–18.1) to 23.5% (95% CI, 23.2–23.7) in those born between 1910 and 1939 compared with 1940 and 1979 (P = 0.03). Education was significantly associated with myopia; for those completing primary, secondary, and higher education, the age-standardized prevalences were 25.4% (CI, 25.0–25.8), 29.1% (CI, 28.8–29.5), and 36.6% (CI, 36.1–37.2), respectively. Although more recent birth cohorts were more educated, this did not fully explain the cohort effect. Compared with the reference risk of participants born in the 1920s with only primary education, higher education or being born in the 1960s doubled the myopia prevalence ratio–2.43 (CI, 1.26–4.17) and 2.62 (CI, 1.31–5.00), respectively—whereas individuals born in the 1960s and completing higher education had approximately 4 times the reference risk: a prevalence ratio of 3.76 (CI, 2.21–6.57). Conclusions Myopia is becoming more common in Europe; although education levels have increased and are associated with myopia, higher education seems to be an additive rather than explanatory factor. Increasing levels of myopia carry significant clinical and economic implications, with more people at risk of the sight-threatening complications associated with high myopia.
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Affiliation(s)
- Katie M Williams
- Department of Ophthalmology, King's College London, St. Thomas' Hospital, London, United Kingdom; Department of Twin Research and Genetic Epidemiology, King's College London, St. Thomas' Hospital, London, United Kingdom
| | - Geir Bertelsen
- Department of Ophthalmology, University Hospital of North Norway, Tromsø, Norway; Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Phillippa Cumberland
- Life Course, Epidemiology and Biostatistics Section, UCL Institute of Child Health, London, United Kingdom
| | - Christian Wolfram
- University Medical Center, Department of Ophthalmology, Mainz, Germany
| | - Virginie J M Verhoeven
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Gabriëlle H S Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Audrey Cougnard-Grégoire
- University Bordeaux, Bordeaux, France; ISPED, Centre INSERM U897-Epidemiologie-Biostatistique, Bordeaux, France
| | - Catherine Creuzot-Garcher
- Department of Ophthalmology, Eye and Nutrition Research Group UMR 1324 INRA, University Hospital Dijon, France
| | - Maja Gran Erke
- Department of Ophthalmology, Oslo University Hospital, Oslo, Norway
| | - Ruth Hogg
- Centre for Experimental Medicine, Institute of Clinical Science, Queen's University Belfast, Belfast, United Kingdom
| | - René Höhn
- University Medical Center, Department of Ophthalmology, Mainz, Germany
| | - Pirro Hysi
- Department of Twin Research and Genetic Epidemiology, King's College London, St. Thomas' Hospital, London, United Kingdom
| | - Anthony P Khawaja
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Jean-François Korobelnik
- University Bordeaux, Bordeaux, France; ISPED, Centre INSERM U897-Epidemiologie-Biostatistique, Bordeaux, France
| | - Janina Ried
- Institute of Genetic Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Alain Bron
- Department of Ophthalmology, Eye and Nutrition Research Group UMR 1324 INRA, University Hospital Dijon, France
| | - Jean-François Dartigues
- University Bordeaux, Bordeaux, France; ISPED, Centre INSERM U897-Epidemiologie-Biostatistique, Bordeaux, France
| | - Astrid Fletcher
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Robert W A M Kuijpers
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Robert N Luben
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Konrad Oxele
- Institute of Human Genetics, Klinikum rechts der Isar, Technische Universität, Munich, Germany
| | - Fotis Topouzis
- Department of Ophthalmology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Therese von Hanno
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway; Department of Ophthalmology, Nordland Hospital, Norway, Bodø, Norway
| | - Alireza Mirshahi
- University Medical Center, Department of Ophthalmology, Mainz, Germany
| | - Paul J Foster
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & UCL Institute of Ophthalmology, London, United Kingdom
| | | | - Norbert Pfeiffer
- University Medical Center, Department of Ophthalmology, Mainz, Germany
| | - Cécile Delcourt
- University Bordeaux, Bordeaux, France; ISPED, Centre INSERM U897-Epidemiologie-Biostatistique, Bordeaux, France
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Jugnoo Rahi
- Life Course, Epidemiology and Biostatistics Section, UCL Institute of Child Health, London, United Kingdom; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & UCL Institute of Ophthalmology, London, United Kingdom
| | - Christopher J Hammond
- Department of Ophthalmology, King's College London, St. Thomas' Hospital, London, United Kingdom; Department of Twin Research and Genetic Epidemiology, King's College London, St. Thomas' Hospital, London, United Kingdom.
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Chaker L, Buitendijk GHS, Dehghan A, Medici M, Hofman A, Vingerling JR, Franco OH, Klaver CCW, Peeters RP. Thyroid function and age-related macular degeneration: a prospective population-based cohort study--the Rotterdam Study. BMC Med 2015; 13:94. [PMID: 25903050 PMCID: PMC4407352 DOI: 10.1186/s12916-015-0329-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Accepted: 03/17/2015] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND In animal models, lack of thyroid hormone is associated with cone photoreceptor preservation, while administration of high doses of active thyroid hormone leads to deterioration. The association between thyroid function and age-related macular degeneration (AMD) has not been investigated in the general population. METHODS Participants of age ≥ 55 years from the Rotterdam Study with thyroid-stimulating hormone (TSH) and/or free thyroxine (FT4) measurements and AMD assessment were included. We conducted age- and sex-adjusted Cox proportional hazards models to explore the association of TSH or FT4 with AMD, in the full range and in those with TSH (0.4-4.0 mIU/L) and/or FT4 in normal range (11-25 pmol/L). Cox proportional hazards models were performed for the association of TSH or FT4 with retinal pigment alterations (RPA), as an early marker of retinal changes. Multivariable models additionally included cardiovascular risk factors and thyroid peroxidase antibodies positivity. We also performed stratification by age and sex. A bidirectional look-up in genome-wide association study (GWAS) data for thyroid parameters and AMD was performed. Single nucleotide polymorphisms (SNPs) that are significantly associated with both phenotypes were identified. RESULTS We included 5,573 participants with a median follow-up of 6.9 years (interquartile range 4.4-10.8 years). During follow-up 805 people developed AMD. TSH levels were not associated with increased risk of AMD. Within normal range of FT4, participants in the highest FT4 quintile had a 1.34-fold increased risk of developing AMD, compared to individuals in the middle group (95% confidence interval [CI] 1.07-1.66). Higher FT4 values in the full range were associated with a higher risk of AMD (hazard ratio 1.04, CI, 1.01-1.06 per 1 pmol/L increase). Higher FT4 levels were similarly associated with a higher risk of RPA. Restricting analyses to euthyroid individuals, additional multivariable models, and stratification did not change estimates. We found a SNP (rs943080) in the VEGF-A gene, associated with AMD, to be significant in the TSH GWAS (P = 1.2 x 10(-4)). Adding this SNP to multivariable models did not change estimates. CONCLUSIONS Higher FT4 values are associated with increased risk of AMD - even in euthyroid individuals - and increased risk of RPA. Our data suggest an important role of thyroid hormone in pathways leading to AMD.
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Affiliation(s)
- Layal Chaker
- Rotterdam Thyroid Center, Erasmus University Medical Center, Rotterdam, The Netherlands. .,Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | | | - Abbas Dehghan
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | - Marco Medici
- Rotterdam Thyroid Center, Erasmus University Medical Center, Rotterdam, The Netherlands. .,Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | - Albert Hofman
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | - Johannes R Vingerling
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands. .,Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | - Oscar H Franco
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | - Caroline C W Klaver
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands. .,Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | - Robin P Peeters
- Rotterdam Thyroid Center, Erasmus University Medical Center, Rotterdam, The Netherlands. .,Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands. .,Department of Internal Medicine, Rotterdam Thyroid Center, Erasmus University Medical Center, Endocrinology, Erasmus University Medical Center Rotterdam, Room Ee502, PO Box 2040, 3000, CA, Rotterdam, The Netherlands.
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39
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Williams KM, Verhoeven VJM, Cumberland P, Bertelsen G, Wolfram C, Buitendijk GHS, Hofman A, van Duijn CM, Vingerling JR, Kuijpers RWAM, Höhn R, Mirshahi A, Khawaja AP, Luben RN, Erke MG, von Hanno T, Mahroo O, Hogg R, Gieger C, Cougnard-Grégoire A, Anastasopoulos E, Bron A, Dartigues JF, Korobelnik JF, Creuzot-Garcher C, Topouzis F, Delcourt C, Rahi J, Meitinger T, Fletcher A, Foster PJ, Pfeiffer N, Klaver CCW, Hammond CJ. Prevalence of refractive error in Europe: the European Eye Epidemiology (E(3)) Consortium. Eur J Epidemiol 2015; 30:305-15. [PMID: 25784363 PMCID: PMC4385146 DOI: 10.1007/s10654-015-0010-0] [Citation(s) in RCA: 246] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2014] [Accepted: 03/03/2015] [Indexed: 12/23/2022]
Abstract
To estimate the prevalence of refractive error in adults across Europe. Refractive data (mean spherical equivalent) collected between 1990 and 2013 from fifteen population-based cohort and cross-sectional studies of the European Eye Epidemiology (E(3)) Consortium were combined in a random effects meta-analysis stratified by 5-year age intervals and gender. Participants were excluded if they were identified as having had cataract surgery, retinal detachment, refractive surgery or other factors that might influence refraction. Estimates of refractive error prevalence were obtained including the following classifications: myopia ≤-0.75 diopters (D), high myopia ≤-6D, hyperopia ≥1D and astigmatism ≥1D. Meta-analysis of refractive error was performed for 61,946 individuals from fifteen studies with median age ranging from 44 to 81 and minimal ethnic variation (98 % European ancestry). The age-standardised prevalences (using the 2010 European Standard Population, limited to those ≥25 and <90 years old) were: myopia 30.6 % [95 % confidence interval (CI) 30.4-30.9], high myopia 2.7 % (95 % CI 2.69-2.73), hyperopia 25.2 % (95 % CI 25.0-25.4) and astigmatism 23.9 % (95 % CI 23.7-24.1). Age-specific estimates revealed a high prevalence of myopia in younger participants [47.2 % (CI 41.8-52.5) in 25-29 years-olds]. Refractive error affects just over a half of European adults. The greatest burden of refractive error is due to myopia, with high prevalence rates in young adults. Using the 2010 European population estimates, we estimate there are 227.2 million people with myopia across Europe.
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Affiliation(s)
- Katie M Williams
- Department of Ophthalmology, King's College London, St Thomas' Hospital, London, UK
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40
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Li Q, Wojciechowski R, Simpson CL, Hysi PG, Verhoeven VJM, Ikram MK, Höhn R, Vitart V, Hewitt AW, Oexle K, Mäkelä KM, MacGregor S, Pirastu M, Fan Q, Cheng CY, St Pourcain B, McMahon G, Kemp JP, Northstone K, Rahi JS, Cumberland PM, Martin NG, Sanfilippo PG, Lu Y, Wang YX, Hayward C, Polašek O, Campbell H, Bencic G, Wright AF, Wedenoja J, Zeller T, Schillert A, Mirshahi A, Lackner K, Yip SP, Yap MKH, Ried JS, Gieger C, Murgia F, Wilson JF, Fleck B, Yazar S, Vingerling JR, Hofman A, Uitterlinden A, Rivadeneira F, Amin N, Karssen L, Oostra BA, Zhou X, Teo YY, Tai ES, Vithana E, Barathi V, Zheng Y, Siantar RG, Neelam K, Shin Y, Lam J, Yonova-Doing E, Venturini C, Hosseini SM, Wong HS, Lehtimäki T, Kähönen M, Raitakari O, Timpson NJ, Evans DM, Khor CC, Aung T, Young TL, Mitchell P, Klein B, van Duijn CM, Meitinger T, Jonas JB, Baird PN, Mackey DA, Wong TY, Saw SM, Pärssinen O, Stambolian D, Hammond CJ, Klaver CCW, Williams C, Paterson AD, Bailey-Wilson JE, Guggenheim JA. Genome-wide association study for refractive astigmatism reveals genetic co-determination with spherical equivalent refractive error: the CREAM consortium. Hum Genet 2015; 134:131-46. [PMID: 25367360 PMCID: PMC4291519 DOI: 10.1007/s00439-014-1500-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2014] [Accepted: 09/30/2014] [Indexed: 11/24/2022]
Abstract
To identify genetic variants associated with refractive astigmatism in the general population, meta-analyses of genome-wide association studies were performed for: White Europeans aged at least 25 years (20 cohorts, N = 31,968); Asian subjects aged at least 25 years (7 cohorts, N = 9,295); White Europeans aged <25 years (4 cohorts, N = 5,640); and all independent individuals from the above three samples combined with a sample of Chinese subjects aged <25 years (N = 45,931). Participants were classified as cases with refractive astigmatism if the average cylinder power in their two eyes was at least 1.00 diopter and as controls otherwise. Genome-wide association analysis was carried out for each cohort separately using logistic regression. Meta-analysis was conducted using a fixed effects model. In the older European group the most strongly associated marker was downstream of the neurexin-1 (NRXN1) gene (rs1401327, P = 3.92E-8). No other region reached genome-wide significance, and association signals were lower for the younger European group and Asian group. In the meta-analysis of all cohorts, no marker reached genome-wide significance: The most strongly associated regions were, NRXN1 (rs1401327, P = 2.93E-07), TOX (rs7823467, P = 3.47E-07) and LINC00340 (rs12212674, P = 1.49E-06). For 34 markers identified in prior GWAS for spherical equivalent refractive error, the beta coefficients for genotype versus spherical equivalent, and genotype versus refractive astigmatism, were highly correlated (r = -0.59, P = 2.10E-04). This work revealed no consistent or strong genetic signals for refractive astigmatism; however, the TOX gene region previously identified in GWAS for spherical equivalent refractive error was the second most strongly associated region. Analysis of additional markers provided evidence supporting widespread genetic co-susceptibility for spherical and astigmatic refractive errors.
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Affiliation(s)
- Qing Li
- National Human Genome Research Institute, National Institutes of Health, 333 Cassell Drive Suite 1200, Baltimore, MD 21224 USA
| | - Robert Wojciechowski
- National Human Genome Research Institute, National Institutes of Health, 333 Cassell Drive Suite 1200, Baltimore, MD 21224 USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
- Wilmer Eye Institute, Johns Hopkins Medical Institutions, Baltimore, MD USA
| | - Claire L. Simpson
- National Human Genome Research Institute, National Institutes of Health, 333 Cassell Drive Suite 1200, Baltimore, MD 21224 USA
| | - Pirro G. Hysi
- Department of Twin Research and Genetic Epidemiology, King’s College London, St Thomas’ Hospital Campus, London, UK
| | - Virginie J. M. Verhoeven
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Mohammad Kamran Ikram
- Singapore Eye Research Institute, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Office of Clinical Sciences, Duke-NUS Graduate Medical School, Singapore, Singapore
| | - René Höhn
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
- Klinik Pallas, Olten, Switzerland
| | - Veronique Vitart
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
| | - Alex W. Hewitt
- Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
| | - Konrad Oexle
- Institute of Human Genetics, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Kari-Matti Mäkelä
- Department of Clinical Chemistry, Filmlab laboratories, Tampere University Hospital and School of Medicine, University of Tampere, 33520 Tampere, Finland
| | - Stuart MacGregor
- Statistical Genetics, QIMR Berghofer Medical Research Institute Royal Brisbane Hospital, Brisbane, Australia
| | - Mario Pirastu
- Institute of Population Genetics CNR, Traversa La Crucca, 3-07040 Reg. Baldinca, Li Punti, Sassari, Italy
| | - Qiao Fan
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Ching-Yu Cheng
- Singapore Eye Research Institute, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Office of Clinical Sciences, Duke-NUS Graduate Medical School, Singapore, Singapore
| | - Beaté St Pourcain
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, BS8 2BN UK
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 2BN UK
| | - George McMahon
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, BS8 2BN UK
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 2BN UK
| | - John P. Kemp
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, BS8 2BN UK
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 2BN UK
| | - Kate Northstone
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 2BN UK
| | - Jugnoo S. Rahi
- Centre of Epidemiology and Biostatistics, UCL Institute of Child Health, London, UK
- Institute of Ophthalmology, University College London, London, UK
- Ulverscroft Vision Research Group, UCL Institute of Child Health, London, UK
| | - Phillippa M. Cumberland
- Centre of Epidemiology and Biostatistics, UCL Institute of Child Health, London, UK
- Ulverscroft Vision Research Group, UCL Institute of Child Health, London, UK
| | - Nicholas G. Martin
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute Royal Brisbane Hospital, Brisbane, Australia
| | - Paul G. Sanfilippo
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
| | - Yi Lu
- Statistical Genetics, QIMR Berghofer Medical Research Institute Royal Brisbane Hospital, Brisbane, Australia
| | - Ya Xing Wang
- Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital University of Medical Science, Beijing, China
| | - Caroline Hayward
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
| | - Ozren Polašek
- Faculty of Medicine, University of Split, Split, Croatia
| | - Harry Campbell
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, EH8 9AG UK
| | - Goran Bencic
- Department of Ophthalmology, Sisters of Mercy University Hospital, Zagreb, Croatia
| | - Alan F. Wright
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
| | - Juho Wedenoja
- Department of Public Health, Hjelt Institute, University of Helsinki, Helsinki, Finland
- Department of Ophthalmology, Helsinki University Central Hospital, Helsinki, Finland
| | - Tanja Zeller
- University Heart Center Hamburg, Clinic for general and interventional Cardiology, Hamburg, Germany
| | - Arne Schillert
- Institute for Medical Biometry and Statistics, Universität zu Lübeck, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany
| | - Alireza Mirshahi
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
- Dardenne Eye Hospital, Bonn, Germany
| | - Karl Lackner
- Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center Mainz, Mainz, Germany
| | - Shea Ping Yip
- Department of Health Technology and Informatics, Hong Kong Polytechnic University, Hong Kong SAR, China
- Centre for Myopia Research, School of Optometry, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China
| | - Maurice K. H. Yap
- Centre for Myopia Research, School of Optometry, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China
| | - Janina S. Ried
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Federico Murgia
- Institute of Population Genetics CNR, Traversa La Crucca, 3-07040 Reg. Baldinca, Li Punti, Sassari, Italy
| | - James F. Wilson
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, EH8 9AG UK
| | - Brian Fleck
- Princess Alexandra Eye Pavilion, Edinburgh, EH3 9HA UK
| | - Seyhan Yazar
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
| | | | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague, The Netherlands
| | - André Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Najaf Amin
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Lennart Karssen
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Xin Zhou
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Yik-Ying Teo
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- Department of Statistics and Applied Probability, National University of Singapore, Singapore, Singapore
| | - E. Shyong Tai
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- Department of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
| | - Eranga Vithana
- Singapore Eye Research Institute, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Neuroscience and Behavioural Disorders (NBD) Program, Duke-NUS Graduate Medical School, Singapore, Singapore
| | - Veluchamy Barathi
- Singapore Eye Research Institute, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
| | | | | | - Kumari Neelam
- Singapore Eye Research Institute, Singapore, Singapore
| | - Youchan Shin
- Singapore Eye Research Institute, Singapore, Singapore
| | - Janice Lam
- Singapore Eye Research Institute, Singapore, Singapore
| | - Ekaterina Yonova-Doing
- Department of Twin Research and Genetic Epidemiology, King’s College London, St Thomas’ Hospital Campus, London, UK
| | - Cristina Venturini
- Department of Twin Research and Genetic Epidemiology, King’s College London, St Thomas’ Hospital Campus, London, UK
- Institute of Ophthalmology, University College London, London, UK
| | - S. Mohsen Hosseini
- Genetics and Genome Biology Program, The Hospital for Sick Children Research Institute, PGCRL Rm 12.9835, 686 Bay Street, Toronto, ON M5G 0A4 Canada
| | - Hoi-Suen Wong
- Genetics and Genome Biology Program, The Hospital for Sick Children Research Institute, PGCRL Rm 12.9835, 686 Bay Street, Toronto, ON M5G 0A4 Canada
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Filmlab laboratories, Tampere University Hospital and School of Medicine, University of Tampere, 33520 Tampere, Finland
| | - Mika Kähönen
- Department of Clinical Physiology, Tampere University Hospital and School of Medicine, University of Tampere, 33521 Tampere, Finland
| | - Olli Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, 20041 Turku, Finland
| | - Nicholas J. Timpson
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, BS8 2BN UK
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 2BN UK
| | - David M. Evans
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, BS8 2BN UK
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 2BN UK
- Translational Research Institute, University of Queensland Diamantina Institute, Brisbane, QLD Australia
| | - Chiea-Chuen Khor
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Division of Human Genetics, Genome Institute of Singapore, Singapore, Singapore
| | - Tin Aung
- Singapore Eye Research Institute, Singapore, Singapore
| | - Terri L. Young
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
- Duke Eye Center, Duke University School of Medicine, Durham, NC USA
| | - Paul Mitchell
- University of Sydney, Sydney, Australia
- Western Sydney Local Health Network, Sydney, Australia
- Westmead Millennium Institute, Westmead, Australia
| | - Barbara Klein
- Ophthalmology and Visual Sciences, Ocular Epidemiology, University of Wisconsin-Madison, 610 North Walnut Street, Room 409, Madison, WI 53726 USA
| | | | - Thomas Meitinger
- Institute of Human Genetics, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Jost B. Jonas
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Ophthalmology and Visual Science Key Lab, Beijing, China
- Department of Ophthalmology, Medical Faculty Mannheim of the Ruprecht-Karls-University of Heidelberg, Mannheim, Germany
| | - Paul N. Baird
- Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
| | - David A. Mackey
- Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Office of Clinical Sciences, Duke-NUS Graduate Medical School, Singapore, Singapore
| | - Seang-Mei Saw
- Singapore Eye Research Institute, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
| | - Olavi Pärssinen
- Department of Health Sciences and Gerontology Research Center, University of Jyväskylä, Jyväskylä, Finland
- Department of Ophthalmology, Central Hospital of Central Finland, Jyväskylä, Finland
| | - Dwight Stambolian
- University of Pennsylvania School of Medicine, Rm. 314 Stellar Chance Labs, 422 Curie Blvd, Philadelphia, PA 19104 USA
| | - Christopher J. Hammond
- Department of Twin Research and Genetic Epidemiology, King’s College London, St Thomas’ Hospital Campus, London, UK
- Department of Ophthalmology, King’s College London, St Thomas’ Hospital Campus, London, UK
| | - Caroline C. W. Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Cathy Williams
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 2BN UK
| | - Andrew D. Paterson
- Genetics and Genome Biology Program, The Hospital for Sick Children Research Institute, PGCRL Rm 12.9835, 686 Bay Street, Toronto, ON M5G 0A4 Canada
- Dala Lanna School of Public Health, University of Toronto, Toronto, ON Canada
| | - Joan E. Bailey-Wilson
- National Human Genome Research Institute, National Institutes of Health, 333 Cassell Drive Suite 1200, Baltimore, MD 21224 USA
| | - Jeremy A. Guggenheim
- Centre for Myopia Research, School of Optometry, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China
| | - The CREAM Consortium
- National Human Genome Research Institute, National Institutes of Health, 333 Cassell Drive Suite 1200, Baltimore, MD 21224 USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
- Wilmer Eye Institute, Johns Hopkins Medical Institutions, Baltimore, MD USA
- Department of Twin Research and Genetic Epidemiology, King’s College London, St Thomas’ Hospital Campus, London, UK
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Singapore Eye Research Institute, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Office of Clinical Sciences, Duke-NUS Graduate Medical School, Singapore, Singapore
- Department of Ophthalmology, University Medical Center Mainz, Mainz, Germany
- Klinik Pallas, Olten, Switzerland
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
- Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia
- Institute of Human Genetics, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
- Department of Clinical Chemistry, Filmlab laboratories, Tampere University Hospital and School of Medicine, University of Tampere, 33520 Tampere, Finland
- Statistical Genetics, QIMR Berghofer Medical Research Institute Royal Brisbane Hospital, Brisbane, Australia
- Institute of Population Genetics CNR, Traversa La Crucca, 3-07040 Reg. Baldinca, Li Punti, Sassari, Italy
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, BS8 2BN UK
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 2BN UK
- Centre of Epidemiology and Biostatistics, UCL Institute of Child Health, London, UK
- Institute of Ophthalmology, University College London, London, UK
- Ulverscroft Vision Research Group, UCL Institute of Child Health, London, UK
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute Royal Brisbane Hospital, Brisbane, Australia
- Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital University of Medical Science, Beijing, China
- Faculty of Medicine, University of Split, Split, Croatia
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, EH8 9AG UK
- Department of Ophthalmology, Sisters of Mercy University Hospital, Zagreb, Croatia
- Department of Public Health, Hjelt Institute, University of Helsinki, Helsinki, Finland
- Department of Ophthalmology, Helsinki University Central Hospital, Helsinki, Finland
- University Heart Center Hamburg, Clinic for general and interventional Cardiology, Hamburg, Germany
- Institute for Medical Biometry and Statistics, Universität zu Lübeck, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany
- Dardenne Eye Hospital, Bonn, Germany
- Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center Mainz, Mainz, Germany
- Department of Health Technology and Informatics, Hong Kong Polytechnic University, Hong Kong SAR, China
- Centre for Myopia Research, School of Optometry, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
- Princess Alexandra Eye Pavilion, Edinburgh, EH3 9HA UK
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Statistics and Applied Probability, National University of Singapore, Singapore, Singapore
- Department of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
- Neuroscience and Behavioural Disorders (NBD) Program, Duke-NUS Graduate Medical School, Singapore, Singapore
- Genetics and Genome Biology Program, The Hospital for Sick Children Research Institute, PGCRL Rm 12.9835, 686 Bay Street, Toronto, ON M5G 0A4 Canada
- Department of Clinical Physiology, Tampere University Hospital and School of Medicine, University of Tampere, 33521 Tampere, Finland
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, 20041 Turku, Finland
- Translational Research Institute, University of Queensland Diamantina Institute, Brisbane, QLD Australia
- Division of Human Genetics, Genome Institute of Singapore, Singapore, Singapore
- Duke Eye Center, Duke University School of Medicine, Durham, NC USA
- University of Sydney, Sydney, Australia
- Western Sydney Local Health Network, Sydney, Australia
- Westmead Millennium Institute, Westmead, Australia
- Ophthalmology and Visual Sciences, Ocular Epidemiology, University of Wisconsin-Madison, 610 North Walnut Street, Room 409, Madison, WI 53726 USA
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Ophthalmology and Visual Science Key Lab, Beijing, China
- Department of Ophthalmology, Medical Faculty Mannheim of the Ruprecht-Karls-University of Heidelberg, Mannheim, Germany
- Department of Health Sciences and Gerontology Research Center, University of Jyväskylä, Jyväskylä, Finland
- Department of Ophthalmology, Central Hospital of Central Finland, Jyväskylä, Finland
- University of Pennsylvania School of Medicine, Rm. 314 Stellar Chance Labs, 422 Curie Blvd, Philadelphia, PA 19104 USA
- Department of Ophthalmology, King’s College London, St Thomas’ Hospital Campus, London, UK
- Dala Lanna School of Public Health, University of Toronto, Toronto, ON Canada
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41
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Springelkamp H, Iglesias AI, Cuellar-Partida G, Amin N, Burdon KP, van Leeuwen EM, Gharahkhani P, Mishra A, van der Lee SJ, Hewitt AW, Rivadeneira F, Viswanathan AC, Wolfs RCW, Martin NG, Ramdas WD, van Koolwijk LM, Pennell CE, Vingerling JR, Mountain JE, Uitterlinden AG, Hofman A, Mitchell P, Lemij HG, Wang JJ, Klaver CCW, Mackey DA, Craig JE, van Duijn CM, MacGregor S. ARHGEF12 influences the risk of glaucoma by increasing intraocular pressure. Hum Mol Genet 2015; 24:2689-99. [PMID: 25637523 DOI: 10.1093/hmg/ddv027] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Accepted: 01/21/2015] [Indexed: 12/19/2022] Open
Abstract
Primary open-angle glaucoma (POAG) is a blinding disease. Two important risk factors for this disease are a positive family history and elevated intraocular pressure (IOP), which is also highly heritable. Genes found to date associated with IOP and POAG are ABCA1, CAV1/CAV2, GAS7 and TMCO1. However, these genes explain only a small part of the heritability of IOP and POAG. We performed a genome-wide association study of IOP in the population-based Rotterdam Study I and Rotterdam Study II using single nucleotide polymorphisms (SNPs) imputed to 1000 Genomes. In this discovery cohort (n = 8105), we identified a new locus associated with IOP. The most significantly associated SNP was rs58073046 (β = 0.44, P-value = 1.87 × 10(-8), minor allele frequency = 0.12), within the gene ARHGEF12. Independent replication in five population-based studies (n = 7471) resulted in an effect size in the same direction that was significantly associated (β = 0.16, P-value = 0.04). The SNP was also significantly associated with POAG in two independent case-control studies [n = 1225 cases and n = 4117 controls; odds ratio (OR) = 1.53, P-value = 1.99 × 10(-8)], especially with high-tension glaucoma (OR = 1.66, P-value = 2.81 × 10(-9); for normal-tension glaucoma OR = 1.29, P-value = 4.23 × 10(-2)). ARHGEF12 plays an important role in the RhoA/RhoA kinase pathway, which has been implicated in IOP regulation. Furthermore, it binds to ABCA1 and links the ABCA1, CAV1/CAV2 and GAS7 pathway to Mendelian POAG genes (MYOC, OPTN, WDR36). In conclusion, this study identified a novel association between IOP and ARHGEF12.
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Affiliation(s)
| | | | | | | | - Kathryn P Burdon
- School of Medicine, Menzies Research Institute Tasmania, University of Tasmania, Hobart, TAS 7000, Australia
| | | | | | | | | | - Alex W Hewitt
- School of Medicine, Menzies Research Institute Tasmania, University of Tasmania, Hobart, TAS 7000, Australia, Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, VIC 3002, Australia
| | - Fernando Rivadeneira
- Department of Epidemiology and Department of Internal Medicine, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands, Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, 2593 CE The Hague, The Netherlands
| | - Ananth C Viswanathan
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London EC1V 2PD, UK
| | | | - Nicholas G Martin
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, QLD 4006, Australia
| | | | | | - Craig E Pennell
- School of Women's and Infants' Health, University of Western Australia, Crawley, WA 6009, Australia
| | | | | | - André G Uitterlinden
- Department of Epidemiology and Department of Internal Medicine, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands, Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, 2593 CE The Hague, The Netherlands
| | - Albert Hofman
- Department of Epidemiology and Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, 2593 CE The Hague, The Netherlands
| | - Paul Mitchell
- Centre for Vision Research, Department of Ophthalmology and Westmead Millennium Institute, University of Sydney, Sydney, NSW 2006, Australia
| | - Hans G Lemij
- Glaucoma Service, The Rotterdam Eye Hospital, 3011 BH Rotterdam, The Netherlands
| | - Jie Jin Wang
- Centre for Vision Research, Department of Ophthalmology and Westmead Millennium Institute, University of Sydney, Sydney, NSW 2006, Australia
| | | | - David A Mackey
- School of Medicine, Menzies Research Institute Tasmania, University of Tasmania, Hobart, TAS 7000, Australia, Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, WA 6009, Australia and
| | - Jamie E Craig
- Department of Ophthalmology, Flinders University, Adelaide, SA 5042, Australia
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42
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Springelkamp H, Mishra A, Hysi PG, Gharahkhani P, Höhn R, Khor CC, Cooke Bailey JN, Luo X, Ramdas WD, Vithana E, Koh V, Yazar S, Xu L, Forward H, Kearns LS, Amin N, Iglesias AI, Sim KS, van Leeuwen EM, Demirkan A, van der Lee S, Loon SC, Rivadeneira F, Nag A, Sanfilippo PG, Schillert A, de Jong PTVM, Oostra BA, Uitterlinden AG, Hofman A, Zhou T, Burdon KP, Spector TD, Lackner KJ, Saw SM, Vingerling JR, Teo YY, Pasquale LR, Wolfs RCW, Lemij HG, Tai ES, Jonas JB, Cheng CY, Aung T, Jansonius NM, Klaver CCW, Craig JE, Young TL, Haines JL, MacGregor S, Mackey DA, Pfeiffer N, Wong TY, Wiggs JL, Hewitt AW, van Duijn CM, Hammond CJ. Meta-analysis of Genome-Wide Association Studies Identifies Novel Loci Associated With Optic Disc Morphology. Genet Epidemiol 2015; 39:207-16. [PMID: 25631615 DOI: 10.1002/gepi.21886] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Revised: 12/05/2014] [Accepted: 12/11/2014] [Indexed: 01/30/2023]
Abstract
Primary open-angle glaucoma is the most common optic neuropathy and an important cause of irreversible blindness worldwide. The optic nerve head or optic disc is divided in two parts: a central cup (without nerve fibers) surrounded by the neuroretinal rim (containing axons of the retinal ganglion cells). The International Glaucoma Genetics Consortium conducted a meta-analysis of genome-wide association studies consisting of 17,248 individuals of European ancestry and 6,841 individuals of Asian ancestry. The outcomes of the genome-wide association studies were disc area and cup area. These specific measurements describe optic nerve morphology in another way than the vertical cup-disc ratio, which is a clinically used measurement, and may shed light on new glaucoma mechanisms. We identified 10 new loci associated with disc area (CDC42BPA, F5, DIRC3, RARB, ABI3BP, DCAF4L2, ELP4, TMTC2, NR2F2, and HORMAD2) and another 10 new loci associated with cup area (DHRS3, TRIB2, EFEMP1, FLNB, FAM101, DDHD1, ASB7, KPNB1, BCAS3, and TRIOBP). The new genes participate in a number of pathways and future work is likely to identify more functions related to the pathogenesis of glaucoma.
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Affiliation(s)
- Henriët Springelkamp
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands; Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
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43
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van Hagen PM, Baarsma GS, van Bilsen CE, Kuijpers RW, van Laar JA, van der Ent M, van Daele PL, Veeger NJ, Vingerling JR, Missotten TO. A noncontrolled trial of anti-TNF-α chimeric monoclonal antibody (infliximab, Remicade(®)) in exudative age-related macular degeneration. Acta Ophthalmol 2014; 92:e691-2. [PMID: 24953977 DOI: 10.1111/aos.12471] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- P. Martin van Hagen
- Erasmus Medical Center; Rotterdam The Netherlands
- The Rotterdam Eye Hospital; Rotterdam The Netherlands
| | | | | | | | | | | | | | - Nico J. Veeger
- University Medical Center Groningen; Groningen The Netherlands
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44
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Springelkamp H, Lee K, Wolfs RCW, Buitendijk GHS, Ramdas WD, Hofman A, Vingerling JR, Klaver CCW, Abràmoff MD, Jansonius NM. Population-based evaluation of retinal nerve fiber layer, retinal ganglion cell layer, and inner plexiform layer as a diagnostic tool for glaucoma. Invest Ophthalmol Vis Sci 2014; 55:8428-38. [PMID: 25414193 DOI: 10.1167/iovs.14-15506] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
PURPOSE We determined the glaucoma screening performance of regional optical coherence tomography (OCT) layer thickness measurements in the peripapillary and macular region, in a population-based setting. METHODS Subjects (n = 1224) in the Rotterdam Study underwent visual field testing (Humphrey Field Analyzer) and OCT of the macula and optic nerve head (Topcon 3-D OCT-1000). We determined the mean thicknesses of the retinal nerve fiber layer (RNFL), retinal ganglion cell layer (RGCL), and inner plexiform layer for regions-of-interest; thus, defining a series of OCT parameters, using the Iowa Reference Algorithms. Reference standard was the presence of glaucomatous visual field loss (GVFL); controls were subjects without GVFL, an intraocular pressure (IOP) of 21 mm Hg or less, and no positive family history for glaucoma. We calculated the area under the receiver operating characteristics curve (AUCs) and the sensitivity at 97.5% specificity for each parameter. RESULTS After excluding 23 subjects with an IOP > 21 mm Hg and 73 subjects with a positive family history for glaucoma, there were 1087 controls and 41 glaucoma cases. Mean RGCL thickness in the inferior half of the macular region showed the highest AUC (0.85; 95% confidence interval [CI] 0.77-0.92) and sensitivity (53.7%; 95% CI, 38.7-68.0%). The mean thickness of the peripapillary RNFL had an AUC of 0.77 (95% CI, 0.69-0.85) and a sensitivity of 24.4% (95% CI, 13.7-39.5%). CONCLUSIONS Macular RGCL loss is at least as common as peripapillary RNFL abnormalities in population-based glaucoma cases. Screening for glaucoma using OCT-derived regional thickness identifies approximately half of those cases of glaucoma as diagnosed by perimetry.
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Affiliation(s)
- Henriët Springelkamp
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Kyungmoo Lee
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa, United States
| | - Roger C W Wolfs
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Gabriëlle H S Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Wishal D Ramdas
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague, The Netherlands
| | - Johannes R Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Michael D Abràmoff
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa, United States Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City, Iowa, United States
| | - Nomdo M Jansonius
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands Department of Ophthalmology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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45
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Buitendijk GHS, Amin N, Hofman A, van Duijn CM, Vingerling JR, Klaver CCW. Direct-to-Consumer Personal Genome Testing for Age-Related Macular Degeneration. ACTA ACUST UNITED AC 2014; 55:6167-74. [DOI: 10.1167/iovs.14-15142] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
- Gabriëlle H. S. Buitendijk
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 2Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Najaf Amin
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands 3Netherlands Consortium for Healthy Aging, Netherlands Genomics Initiative, The Hague, The Netherlands
| | | | - Johannes R. Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 2Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Caroline C. W. Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands 2Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
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46
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Klein R, Meuer SM, Myers CE, Buitendijk GHS, Rochtchina E, Choudhury F, de Jong PTVM, McKean-Cowdin R, Iyengar SK, Gao X, Lee KE, Vingerling JR, Mitchell P, Klaver CCW, Wang JJ, Klein BEK. Harmonizing the classification of age-related macular degeneration in the three-continent AMD consortium. Ophthalmic Epidemiol 2014; 21:14-23. [PMID: 24467558 DOI: 10.3109/09286586.2013.867512] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
PURPOSE To describe methods to harmonize the classification of age-related macular degeneration (AMD) phenotypes across four population-based cohort studies: the Beaver Dam Eye Study (BDES), the Blue Mountains Eye Study (BMES), the Los Angeles Latino Eye Study (LALES), and the Rotterdam Study (RS). METHODS AMD grading protocols, definitions of categories, and grading forms from each study were compared to determine whether there were systematic differences in AMD severity definitions and lesion categorization among the three grading centers. Each center graded the same set of 60 images using their respective systems to determine presence and severity of AMD lesions. A common 5-step AMD severity scale and definitions of lesion measurement cutpoints and early and late AMD were developed from this exercise. RESULTS Applying this severity scale changed the age-sex adjusted prevalence of early AMD from 18.7% to 20.3% in BDES, from 4.7% to 14.4% in BMES, from 14.1% to 15.8% in LALES, and from 7.5% to 17.1% in RS. Age-sex adjusted prevalences of late AMD remained unchanged. Comparison of each center's grades of the 60 images converted to the consortium scale showed that exact agreement of AMD severity among centers varied from 61.0-81.4%, and one-step agreement varied from 84.7-98.3%. CONCLUSION Harmonization of AMD classification reduced categorical differences in phenotypic definitions across the studies, resulted in a new 5-step AMD severity scale, and enhanced similarity of AMD prevalence among the four cohorts. Despite harmonization it may still be difficult to remove systematic differences in grading, if present.
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Affiliation(s)
- Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health , Madison, Wisconsin , USA
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47
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Springelkamp H, Höhn R, Mishra A, Hysi PG, Khor CC, Loomis SJ, Bailey JNC, Gibson J, Thorleifsson G, Janssen SF, Luo X, Ramdas WD, Vithana E, Nongpiur ME, Montgomery GW, Xu L, Mountain JE, Gharahkhani P, Lu Y, Amin N, Karssen LC, Sim KS, van Leeuwen EM, Iglesias AI, Verhoeven VJM, Hauser MA, Loon SC, Despriet DDG, Nag A, Venturini C, Sanfilippo PG, Schillert A, Kang JH, Landers J, Jonasson F, Cree AJ, van Koolwijk LME, Rivadeneira F, Souzeau E, Jonsson V, Menon G, Weinreb RN, de Jong PTVM, Oostra BA, Uitterlinden AG, Hofman A, Ennis S, Thorsteinsdottir U, Burdon KP, Spector TD, Mirshahi A, Saw SM, Vingerling JR, Teo YY, Haines JL, Wolfs RCW, Lemij HG, Tai ES, Jansonius NM, Jonas JB, Cheng CY, Aung T, Viswanathan AC, Klaver CCW, Craig JE, Macgregor S, Mackey DA, Lotery AJ, Stefansson K, Bergen AAB, Young TL, Wiggs JL, Pfeiffer N, Wong TY, Pasquale LR, Hewitt AW, van Duijn CM, Hammond CJ. Meta-analysis of genome-wide association studies identifies novel loci that influence cupping and the glaucomatous process. Nat Commun 2014; 5:4883. [PMID: 25241763 PMCID: PMC4199103 DOI: 10.1038/ncomms5883] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2013] [Accepted: 08/04/2014] [Indexed: 11/25/2022] Open
Abstract
Glaucoma is characterized by irreversible optic nerve degeneration and is the most frequent cause of irreversible blindness worldwide. Here, the International Glaucoma Genetics Consortium conducts a meta-analysis of genome-wide association studies of vertical cup-disc ratio (VCDR), an important disease-related optic nerve parameter. In 21,094 individuals of European ancestry and 6,784 individuals of Asian ancestry, we identify 10 new loci associated with variation in VCDR. In a separate risk-score analysis of five case-control studies, Caucasians in the highest quintile have a 2.5-fold increased risk of primary open-angle glaucoma as compared with those in the lowest quintile. This study has more than doubled the known loci associated with optic disc cupping and will allow greater understanding of mechanisms involved in this common blinding condition.
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Affiliation(s)
- Henriët. Springelkamp
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - René Höhn
- Department of Ophthalmology, University Medical Center Mainz, Mainz 55131, Germany
| | - Aniket Mishra
- Department of Genetics and Computational Biology, Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - Pirro G. Hysi
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
| | - Chiea-Chuen Khor
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Division of Human Genetics, Genome Institute of Singapore, Singapore 138672, Singapore
| | - Stephanie J. Loomis
- Department of Ophthalmology, Harvard Medical School and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts 02114, USA
| | - Jessica N. Cooke Bailey
- Department of Molecular Physiology and Biophysics, Center for Human Genetics Research, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Jane Gibson
- Centre for Biological Sciences, Faculty of Natural and Environmental Sciences, University of Southampton, Southampton SO17 1BJ, UK
| | | | - Sarah F. Janssen
- Department of Clinical and Molecular Ophthalmogenetics, The Netherlands Institute for Neuroscience (NIN), Royal Netherlands Academy of Arts and Sciences (KNAW), Amsterdam 1105 BA, the Netherlands
| | - Xiaoyan Luo
- Department of Ophthalmology, Duke University Eye Center, Durham, North Carolina 27710, USA
| | - Wishal D. Ramdas
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Eranga Vithana
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
| | - Monisha E. Nongpiur
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
| | - Grant W. Montgomery
- Department of Genetics and Computational Biology, Molecular Epidemiology Laboratory, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - Liang Xu
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing 100730, China
- Beijing Ophthalmology and Visual Science Key Lab, Beijing 100730, China
| | - Jenny E. Mountain
- Telethon Institute for Child Health Research, Subiaco, Western Australia 6008, Australia
| | - Puya Gharahkhani
- Department of Genetics and Computational Biology, Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - Yi Lu
- Department of Genetics and Computational Biology, Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - Najaf Amin
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Lennart C. Karssen
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Kar-Seng Sim
- Division of Human Genetics, Genome Institute of Singapore, Singapore 138672, Singapore
| | | | - Adriana I. Iglesias
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Virginie J. M. Verhoeven
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Michael A. Hauser
- Departments of Medicine and Ophthalmology, Duke University Medical Center, Durham, North Carolina 27710, USA
| | - Seng-Chee Loon
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
| | | | - Abhishek Nag
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
| | - Cristina Venturini
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
- UCL Institute of Ophthalmology, London EC1V 9EL, UK
| | - Paul G. Sanfilippo
- Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria 3002, Australia
| | - Arne Schillert
- Institute of Medical Biometry and Statistics, University of Lübeck, Lübeck 23562, Germany
| | - Jae H. Kang
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - John Landers
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5042, Australia
| | - Fridbert Jonasson
- Faculty of Medicine, University of Iceland, Reykjavik 101, Iceland
- Department of Ophthalmology, Landspitali National University Hospital, Reykjavik 101, Iceland
| | - Angela J. Cree
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton SO17 1BJ, UK
| | | | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague 2593 CE, The Netherlands
| | - Emmanuelle Souzeau
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5042, Australia
| | - Vesteinn Jonsson
- Department of Ophthalmology, Landspitali National University Hospital, Reykjavik 101, Iceland
| | - Geeta Menon
- Department of Ophthalmology, Frimley Park Hospital NHS Foundation Trust, Frimley GU16 7UJ, UK
| | - Robert N. Weinreb
- Department of Ophthalmology and Hamilton Glaucoma Center, University of California, San Diego, California 92093, USA
| | - Paulus T. V. M. de Jong
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Retinal Signal Processing, Netherlands Institute for Neuroscience, Amsterdam 1105 BA, The Netherlands
- Department of Ophthalmology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands
- Department of Ophthalmology, Leiden University Medical Center, Leiden 2333 ZA, The Netherlands
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague 2593 CE, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague 2593 CE, The Netherlands
| | - Sarah Ennis
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton SO17 1BJ, UK
| | - Unnur Thorsteinsdottir
- deCODE/Amgen, Reykjavik 101, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik 101, Iceland
| | - Kathryn P. Burdon
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5042, Australia
| | - Timothy D. Spector
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
| | - Alireza Mirshahi
- Department of Ophthalmology, University Medical Center Mainz, Mainz 55131, Germany
| | - Seang-Mei Saw
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117597, Singapore
| | - Johannes R. Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Yik-Ying Teo
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117597, Singapore
- Department of Statistics and Applied Probability, National University of Singapore, Singapore 119077, Singapore
| | - Jonathan L. Haines
- Department of Molecular Physiology and Biophysics, Center for Human Genetics Research, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Roger C. W. Wolfs
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Hans G. Lemij
- Glaucoma Service, The Rotterdam Eye Hospital, Rotterdam 3011 BH, The Netherlands
| | - E-Shyong Tai
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117597, Singapore
- Department of Medicine, National University of Singapore and National University Health System, Singapore 119077, Singapore
| | - Nomdo M. Jansonius
- Department of Ophthalmology, University of Groningen, University Medical Center Groningen, Groningen 9700 RB, The Netherlands
| | - Jost B. Jonas
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing 100730, China
- Department of Ophthalmology, Medical Faculty Mannheim of the Ruprecht-Karls-University of Heidelberg, Seegartenklinik Heidelberg, Heidelberg 69117, Germany
| | - Ching-Yu Cheng
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
| | - Tin Aung
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
| | - Ananth C. Viswanathan
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London EC1V 2PD, UK
| | - Caroline C. W. Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Jamie E. Craig
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5042, Australia
| | - Stuart Macgregor
- Department of Genetics and Computational Biology, Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - David A. Mackey
- Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria 3002, Australia
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Western Australia 6009, Australia
| | - Andrew J. Lotery
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton SO17 1BJ, UK
| | - Kari Stefansson
- deCODE/Amgen, Reykjavik 101, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik 101, Iceland
| | - Arthur A. B. Bergen
- Department of Clinical and Molecular Ophthalmogenetics, The Netherlands Institute for Neuroscience (NIN), Royal Netherlands Academy of Arts and Sciences (KNAW), Amsterdam 1105 BA, the Netherlands
- Department of Ophthalmology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands
- Department of Clinical Genetics, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands
| | - Terri L. Young
- Department of Ophthalmology, Duke University Eye Center, Durham, North Carolina 27710, USA
| | - Janey L. Wiggs
- Department of Ophthalmology, Harvard Medical School and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts 02114, USA
| | - Norbert Pfeiffer
- Department of Ophthalmology, University Medical Center Mainz, Mainz 55131, Germany
| | - Tien-Yin Wong
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
| | - Louis R. Pasquale
- Department of Ophthalmology, Harvard Medical School and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts 02114, USA
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - Alex W. Hewitt
- Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria 3002, Australia
| | - Cornelia M. van Duijn
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Christopher J. Hammond
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
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48
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Simpson CL, Wojciechowski R, Oexle K, Murgia F, Portas L, Li X, Verhoeven VJM, Vitart V, Schache M, Hosseini SM, Hysi PG, Raffel LJ, Cotch MF, Chew E, Klein BEK, Klein R, Wong TY, van Duijn CM, Mitchell P, Saw SM, Fossarello M, Wang JJ, Polašek O, Campbell H, Rudan I, Oostra BA, Uitterlinden AG, Hofman A, Rivadeneira F, Amin N, Karssen LC, Vingerling JR, Döring A, Bettecken T, Bencic G, Gieger C, Wichmann HE, Wilson JF, Venturini C, Fleck B, Cumberland PM, Rahi JS, Hammond CJ, Hayward C, Wright AF, Paterson AD, Baird PN, Klaver CCW, Rotter JI, Pirastu M, Meitinger T, Bailey-Wilson JE, Stambolian D. Genome-wide meta-analysis of myopia and hyperopia provides evidence for replication of 11 loci. PLoS One 2014; 9:e107110. [PMID: 25233373 PMCID: PMC4169415 DOI: 10.1371/journal.pone.0107110] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2013] [Accepted: 08/12/2014] [Indexed: 01/01/2023] Open
Abstract
Refractive error (RE) is a complex, multifactorial disorder characterized by a mismatch between the optical power of the eye and its axial length that causes object images to be focused off the retina. The two major subtypes of RE are myopia (nearsightedness) and hyperopia (farsightedness), which represent opposite ends of the distribution of the quantitative measure of spherical refraction. We performed a fixed effects meta-analysis of genome-wide association results of myopia and hyperopia from 9 studies of European-derived populations: AREDS, KORA, FES, OGP-Talana, MESA, RSI, RSII, RSIII and ERF. One genome-wide significant region was observed for myopia, corresponding to a previously identified myopia locus on 8q12 (p = 1.25×10−8), which has been reported by Kiefer et al. as significantly associated with myopia age at onset and Verhoeven et al. as significantly associated to mean spherical-equivalent (MSE) refractive error. We observed two genome-wide significant associations with hyperopia. These regions overlapped with loci on 15q14 (minimum p value = 9.11×10−11) and 8q12 (minimum p value 1.82×10−11) previously reported for MSE and myopia age at onset. We also used an intermarker linkage- disequilibrium-based method for calculating the effective number of tests in targeted regional replication analyses. We analyzed myopia (which represents the closest phenotype in our data to the one used by Kiefer et al.) and showed replication of 10 additional loci associated with myopia previously reported by Kiefer et al. This is the first replication of these loci using myopia as the trait under analysis. “Replication-level” association was also seen between hyperopia and 12 of Kiefer et al.'s published loci. For the loci that show evidence of association to both myopia and hyperopia, the estimated effect of the risk alleles were in opposite directions for the two traits. This suggests that these loci are important contributors to variation of refractive error across the distribution.
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Affiliation(s)
- Claire L. Simpson
- National Human Genome Research Institute, National Institutes of Health, Baltimore, Maryland, United States of America
| | - Robert Wojciechowski
- National Human Genome Research Institute, National Institutes of Health, Baltimore, Maryland, United States of America
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Konrad Oexle
- Institute of Human Genetics, Technische Universität München, Munich, Germany
| | - Federico Murgia
- Institute of Population Genetics, National Research Council of Italy, Sassari, Italy
| | - Laura Portas
- Institute of Population Genetics, National Research Council of Italy, Sassari, Italy
| | - Xiaohui Li
- Institute for Translational Genomics and Population Sciences, Los Angeles BioMedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Virginie J. M. Verhoeven
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Veronique Vitart
- MRC Human Genetics Unit, IGMM, University of Edinburgh, Edinburgh, United Kingdom
| | - Maria Schache
- Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
| | - S. Mohsen Hosseini
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada, and DCCT/EDIC Research Group, The Diabetes Control and Complications Trial and Follow-up Study, The Biostatistics Center, The George Washington University, Rockville, Maryland, United States of America
| | - Pirro G. Hysi
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, London, United Kingdom
| | - Leslie J. Raffel
- Medical Genetics Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
| | - Mary Frances Cotch
- Division of Epidemiology and Clinical Applications, National Eye Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Emily Chew
- Division of Epidemiology and Clinical Applications, National Eye Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Barbara E. K. Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, United States of America
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, United States of America
| | - Tien Yin Wong
- Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Singapore Eye Research Institute, National University of Singapore, Singapore, Singapore
| | | | - Paul Mitchell
- Centre for Vision Research, Department of Ophthalmology and Westmead Millennium Institute, University of Sydney, Sydney, Australia
| | - Seang Mei Saw
- Department of Epidemiology and Public Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Maurizio Fossarello
- Dipartimento di Scienze Chirurgiche, Clinica Oculistica Universita' degli studi di Cagliari, Cagliari, Italy
| | - Jie Jin Wang
- Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Centre for Vision Research, Department of Ophthalmology and Westmead Millennium Institute, University of Sydney, Sydney, Australia
| | - DCCT/EDIC Research Group
- The Diabetes Control and Complications Trial and Follow-up Study, The Biostatistics Center, The George Washington University, Rockville, Maryland, United States of America
| | - Ozren Polašek
- Croatian Centre for Global Health, University of Split Medical School, Split, Croatia
| | - Harry Campbell
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Igor Rudan
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, the Netherlands
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague, the Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague, the Netherlands
| | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague, the Netherlands
| | - Najaf Amin
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Lennart C. Karssen
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Johannes R. Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Angela Döring
- Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Thomas Bettecken
- Institute of Human Genetics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Goran Bencic
- Department of Ophthalmology, Hospital “Sestre Milosrdnice”, Zagreb, Croatia
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - H.-Erich Wichmann
- Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - James F. Wilson
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Cristina Venturini
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, London, United Kingdom
| | - Brian Fleck
- Princess Alexandra Eye Pavilion, Edinburgh, United Kingdom
| | - Phillippa M. Cumberland
- MRC Centre of Epidemiology for Child Health, Institute of Child Health, University College London, London, United Kingdom
| | - Jugnoo S. Rahi
- MRC Centre of Epidemiology for Child Health, Institute of Child Health, University College London, London, United Kingdom
- Institute of Ophthalmology, University College London, London, United Kingdom
- Ulverscroft Vision Research Group, Institute of Child Health, University College London, London, United Kingdom
| | - Chris J. Hammond
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, London, United Kingdom
| | - Caroline Hayward
- MRC Human Genetics Unit, IGMM, University of Edinburgh, Edinburgh, United Kingdom
| | - Alan F. Wright
- MRC Human Genetics Unit, IGMM, University of Edinburgh, Edinburgh, United Kingdom
| | - Andrew D. Paterson
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada, and DCCT/EDIC Research Group, The Diabetes Control and Complications Trial and Follow-up Study, The Biostatistics Center, The George Washington University, Rockville, Maryland, United States of America
| | - Paul N. Baird
- Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
| | - Caroline C. W. Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Jerome I. Rotter
- Institute for Translational Genomics and Population Sciences, Los Angeles BioMedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Mario Pirastu
- Institute of Population Genetics, National Research Council of Italy, Sassari, Italy
| | - Thomas Meitinger
- Institute of Human Genetics, Technische Universität München, Munich, Germany
- Institute of Human Genetics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Joan E. Bailey-Wilson
- National Human Genome Research Institute, National Institutes of Health, Baltimore, Maryland, United States of America
- * E-mail:
| | - Dwight Stambolian
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
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49
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Klein R, Myers CE, Buitendijk GH, Rochtchina E, Gao X, de Jong PT, Sivakumaran TA, Burlutsky G, McKean-Cowdin R, Hofman A, Iyengar SK, Lee KE, Stricker BH, Vingerling JR, Mitchell P, Klein BE, Klaver CC, Wang JJ. Lipids, lipid genes, and incident age-related macular degeneration: the three continent age-related macular degeneration consortium. Am J Ophthalmol 2014; 158:513-24.e3. [PMID: 24879949 DOI: 10.1016/j.ajo.2014.05.027] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 05/21/2014] [Accepted: 05/22/2014] [Indexed: 11/26/2022]
Abstract
PURPOSE To describe associations of serum lipid levels and lipid pathway genes to the incidence of age-related macular degeneration (AMD). DESIGN Meta-analysis. METHODS setting: Three population-based cohorts. population: A total of 6950 participants from the Beaver Dam Eye Study (BDES), Blue Mountains Eye Study (BMES), and Rotterdam Study (RS). observation procedures: Participants were followed over 20 years and examined at 5-year intervals. Hazard ratios associated with lipid levels per standard deviation above the mean or associated with each additional risk allele for each lipid pathway gene were calculated using random-effects inverse-weighted meta-analysis models, adjusting for known AMD risk factors. main outcome measures: Incidence of AMD. RESULTS The average 5-year incidences of early AMD were 8.1%, 15.1%, and 13.0% in the BDES, BMES, and RS, respectively. Substantial heterogeneity in the effect of cholesterol and lipid pathway genes on the incidence and progression of AMD was evident when the data from the 3 studies were combined in meta-analysis. After correction for multiple comparisons, we did not find a statistically significant association between any of the cholesterol measures, statin use, or serum lipid genes and any of the AMD outcomes in the meta-analysis. CONCLUSION In a meta-analysis, there were no associations of cholesterol measures, history of statin use, or lipid pathway genes to the incidence and progression of AMD. These findings add to inconsistencies in earlier reports from our studies and others showing weak associations, no associations, or inverse associations of high-density lipoprotein cholesterol and total cholesterol with AMD.
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50
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Abstract
BACKGROUND Microvascular changes have been associated with the metabolic syndrome. METHODS We included 869 participants aged ≥ 40 years from the High-risk for Diabetes Changfeng Study, who had gradable fundus photographs. On digital photographs sum retinal arteriolar and venular calibers were measured with a semi-automated system. Metabolic syndrome was defined according to the International Diabetes Federation consensus. RESULTS A total of 286 (32.9%) participants was diagnosed with metabolic syndrome. Participants with narrower retinal arteriolar caliber were more often diagnosed with metabolic syndrome (odds ratio 1.78, 95% confidence interval 1.02 – 3.10; lowest vs highest quintile). Additionally adjusting for age, gender, education, smoking and weekly activity, and adding arteriolar and venular caliber simultaneously in the same models did not alter these associations. In the component analyses, participants with narrower retinal arteriolar caliber were more likely to have central obesity, dyslipidaemia or raised blood pressure, and less likely to have raised fasting plasma glucose. The association between wider venular caliber and metabolic syndrome was less pronounced and non-significant (odds ratio 1.34; 95% confidence interval 0.79 – 2.38; highest vs lowest quintile). CONCLUSION Retinal arteriolar narrowing and, to a lesser extent, retinal venular dilatation were associated with metabolic syndrome in this Chinese population. These vascular changes, although small in magnitude, may still be important in the pathophysiological mechanisms involved in the metabolic syndrome.
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