141 results on '"Anthony P Khawaja"'
Search Results
2. Sub-cellular level resolution of common genetic variation in the photoreceptor layer identifies continuum between rare disease and common variation.
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Hannah Currant, Tomas W Fitzgerald, Praveen J Patel, Anthony P Khawaja, UK Biobank Eye and Vision Consortium, Andrew R Webster, Omar A Mahroo, and Ewan Birney
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Genetics ,QH426-470 - Abstract
Photoreceptor cells (PRCs) are the light-detecting cells of the retina. Such cells can be non-invasively imaged using optical coherence tomography (OCT) which is used in clinical settings to diagnose and monitor ocular diseases. Here we present the largest genome-wide association study of PRC morphology to date utilising quantitative phenotypes extracted from OCT images within the UK Biobank. We discovered 111 loci associated with the thickness of one or more of the PRC layers, many of which had prior associations to ocular phenotypes and pathologies, and 27 with no prior associations. We further identified 10 genes associated with PRC thickness through gene burden testing using exome data. In both cases there was a significant enrichment for genes involved in rare eye pathologies, in particular retinitis pigmentosa. There was evidence for an interaction effect between common genetic variants, VSX2 involved in eye development and PRPH2 known to be involved in retinal dystrophies. We further identified a number of genetic variants with a differential effect across the macular spatial field. Our results suggest a continuum between common and rare variation which impacts retinal structure, sometimes leading to disease.
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- 2023
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3. GWAS on retinal vasculometry phenotypes.
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Xiaofan Jiang, Pirro G Hysi, Anthony P Khawaja, Omar A Mahroo, Zihe Xu, Christopher J Hammond, Paul J Foster, Roshan A Welikala, Sarah A Barman, Peter H Whincup, Alicja R Rudnicka, Christopher G Owen, David P Strachan, and UK Biobank Eye and Vision Consortium
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Genetics ,QH426-470 - Abstract
The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore offer important information on the physiology and homeostasis of these two important systems. Here we report the results of a genetic characterisation of retinal vasculature. Four genome-wide association studies performed on different aspects of retinal vasculometry phenotypes, such as arteriolar and venular tortuosity and width, found significant similarities between retinal vascular characteristics and cardiometabolic health. Our analyses identified 119 different regions of association with traits of retinal vasculature, including 89 loci associated arteriolar tortuosity, the strongest of which was rs35131825 (p = 2.00×10-108), 2 loci with arteriolar width (rs12969347, p = 3.30×10-09 and rs5442, p = 1.9E-15), 17 other loci associated with venular tortuosity and 11 novel associations with venular width. Our causal inference analyses also found that factors linked to arteriolar tortuosity cause elevated diastolic blood pressure and not vice versa.
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- 2023
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4. Correction: Genetic variation affects morphological retinal phenotypes extracted from UK Biobank optical coherence tomography images.
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Hannah Currant, Pirro Hysi, Tomas W Fitzgerald, Puya Gharahkhani, Pieter W M Bonnemaijer, Anne Senabouth, Alex W Hewitt, UK Biobank Eye and Vision Consortium, International Glaucoma Genetics Consortium, Denize Atan, Tin Aung, Jason Charng, Hélène Choquet, Jamie Craig, Peng T Khaw, Caroline C W Klaver, Michiaki Kubo, Jue-Sheng Ong, Louis R Pasquale, Charles A Reisman, Maciej Daniszewski, Joseph E Powell, Alice Pébay, Mark J Simcoe, Alberta A H J Thiadens, Cornelia M van Duijn, Seyhan Yazar, Eric Jorgenson, Stuart MacGregor, Chris J Hammond, David A Mackey, Janey L Wiggs, Paul J Foster, Praveen J Patel, Ewan Birney, and Anthony P Khawaja
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Genetics ,QH426-470 - Abstract
[This corrects the article DOI: 10.1371/journal.pgen.1009497.].
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- 2021
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5. Genetic variation affects morphological retinal phenotypes extracted from UK Biobank optical coherence tomography images.
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Hannah Currant, Pirro Hysi, Tomas W Fitzgerald, Puya Gharahkhani, Pieter W M Bonnemaijer, Anne Senabouth, Alex W Hewitt, UK Biobank Eye and Vision Consortium, International Glaucoma Genetics Consortium, Denize Atan, Tin Aung, Jason Charng, Hélène Choquet, Jamie Craig, Peng T Khaw, Caroline C W Klaver, Michiaki Kubo, Jue-Sheng Ong, Louis R Pasquale, Charles A Reisman, Maciej Daniszewski, Joseph E Powell, Alice Pébay, Mark J Simcoe, Alberta A H J Thiadens, Cornelia M van Duijn, Seyhan Yazar, Eric Jorgenson, Stuart MacGregor, Chris J Hammond, David A Mackey, Janey L Wiggs, Paul J Foster, Praveen J Patel, Ewan Birney, and Anthony P Khawaja
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Genetics ,QH426-470 - Abstract
Optical Coherence Tomography (OCT) enables non-invasive imaging of the retina and is used to diagnose and manage ophthalmic diseases including glaucoma. We present the first large-scale genome-wide association study of inner retinal morphology using phenotypes derived from OCT images of 31,434 UK Biobank participants. We identify 46 loci associated with thickness of the retinal nerve fibre layer or ganglion cell inner plexiform layer. Only one of these loci has been associated with glaucoma, and despite its clear role as a biomarker for the disease, Mendelian randomisation does not support inner retinal thickness being on the same genetic causal pathway as glaucoma. We extracted overall retinal thickness at the fovea, representative of foveal hypoplasia, with which three of the 46 SNPs were associated. We additionally associate these three loci with visual acuity. In contrast to the Mendelian causes of severe foveal hypoplasia, our results suggest a spectrum of foveal hypoplasia, in part genetically determined, with consequences on visual function.
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- 2021
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6. Detecting retinal neurodegeneration in people with diabetes: Findings from the UK Biobank.
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Roomasa Channa, Kyungmoo Lee, Kristen A Staggers, Nitish Mehta, Sidra Zafar, Jie Gao, Benjamin J Frankfort, Sharon Y L Chua, Anthony P Khawaja, Paul J Foster, Praveen J Patel, Charles G Minard, Chris Amos, and Michael D Abramoff
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Medicine ,Science - Abstract
ImportanceEfforts are underway to incorporate retinal neurodegeneration in the diabetic retinopathy severity scale. However, there is no established measure to quantify diabetic retinal neurodegeneration (DRN).ObjectiveWe compared total retinal, macular retinal nerve fiber layer (mRNFL) and ganglion cell-inner plexiform layer (GC-IPL) thickness among participants with and without diabetes (DM) in a population-based cohort.Design/setting/participantsCross-sectional analysis, using the UK Biobank data resource. Separate general linear mixed models (GLMM) were created using DM and glycated hemoglobin as predictor variables for retinal thickness. Sub-analyses included comparing thickness measurements for patients with no/mild diabetic retinopathy (DR) and evaluating factors associated with retinal thickness in participants with and without diabetes. Factors found to be significantly associated with DM or thickness were included in a multiple GLMM.ExposureDiagnosis of DM was determined via self-report of diagnosis, medication use, DM-related complications or glycated hemoglobin level of ≥ 6.5%.Main outcomes and measuresTotal retinal, mRNFL and GC-IPL thickness.Results74,422 participants (69,985 with no DM; 4,437 with DM) were included. Median age was 59 years, 46% were men and 92% were white. Participants with DM had lower total retinal thickness (-4.57 μm, 95% CI: -5.00, -4.14; pConclusionGC-IPL was thinner among participants with DM, compared to without DM. This difference persisted after adjusting for confounding variables and when considering only those with no/mild DR. This confirms that GC-IPL thinning occurs early in DM and can serve as a useful marker of DRN.
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- 2021
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7. Mutations in SPATA13/ASEF2 cause primary angle closure glaucoma.
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Naushin H Waseem, Sancy Low, Amna Z Shah, Deepa Avisetti, Pia Ostergaard, Michael Simpson, Katarzyna A Niemiec, Belen Martin-Martin, Hebah Aldehlawi, Saima Usman, Pak Sang Lee, Anthony P Khawaja, Jonathan B Ruddle, Ameet Shah, Ege Sackey, Alexander Day, Yuzhen Jiang, Geoff Swinfield, Ananth Viswanathan, Giovanna Alfano, Christina Chakarova, Heather J Cordell, David F Garway-Heath, Peng T Khaw, Shomi S Bhattacharya, Ahmad Waseem, and Paul J Foster
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Genetics ,QH426-470 - Abstract
Current estimates suggest 50% of glaucoma blindness worldwide is caused by primary angle-closure glaucoma (PACG) but the causative gene is not known. We used genetic linkage and whole genome sequencing to identify Spermatogenesis Associated Protein 13, SPATA13 (NM_001166271; NP_001159743, SPATA13 isoform I), also known as ASEF2 (Adenomatous polyposis coli-stimulated guanine nucleotide exchange factor 2), as the causal gene for PACG in a large seven-generation white British family showing variable expression and incomplete penetrance. The 9 bp deletion, c.1432_1440del; p.478_480del was present in all affected individuals with angle-closure disease. We show ubiquitous expression of this transcript in cell lines derived from human tissues and in iris, retina, retinal pigment and ciliary epithelia, cornea and lens. We also identified eight additional mutations in SPATA13 in a cohort of 189 unrelated PACS/PAC/PACG samples. This gene encodes a 1277 residue protein which localises to the nucleus with partial co-localisation with nuclear speckles. In cells undergoing mitosis SPATA13 isoform I becomes part of the kinetochore complex co-localising with two kinetochore markers, polo like kinase 1 (PLK-1) and centrosome-associated protein E (CENP-E). The 9 bp deletion reported in this study increases the RAC1-dependent guanine nucleotide exchange factors (GEF) activity. The increase in GEF activity was also observed in three other variants identified in this study. Taken together, our data suggest that SPATA13 is involved in the regulation of mitosis and the mutations dysregulate GEF activity affecting homeostasis in tissues where it is highly expressed, influencing PACG pathogenesis.
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- 2020
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8. Cross Sectional and Longitudinal Associations between Cardiovascular Risk Factors and Age Related Macular Degeneration in the EPIC-Norfolk Eye Study.
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Jennifer L Y Yip, Anthony P Khawaja, Michelle P Y Chan, David C Broadway, Tunde Peto, Adnan Tufail, Robert Luben, Shabina Hayat, Amit Bhaniani, Nicholas J Wareham, Kay-Tee Khaw, and Paul J Foster
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Medicine ,Science - Abstract
To examine the cross sectional and longitudinal relationship between cardiovascular risk factors and age-related macular degeneration (AMD) in a large British cohort study.The EPIC Norfolk Eye study is nested in a larger prospective cohort study. Data on cardiovascular risk factors were collected at baseline (1993-1997) and follow up (2006-2011) via clinical examination, validated lifestyle questionnaires and serum blood samples. AMD was ascertained using standardised grading of fundus photographs at the follow up. Logistic regression was used to examine associations between baseline and follow up risk factors with AMD.5,344 pairs (62.0% of total 8623) of fundus photographs were of sufficient quality for grading of AMD in participants with mean age of 67.4 years old (range 44-91) at diagnosis. There were 28 cases of late AMD (0.5%, 95% confidence interval (CI)=0.3-0.8%) and 645 cases of early AMD (12.1%, 95%CI=11.2-13.0.%). In multivariable analysis, older people with higher levels of baseline high density lipoprotein- cholesterol (HDL-C ) and C-reactive protein (CRP) were more likely to have any signs of AMD, after adjusting for sex, education, smoking, and systolic blood pressure. In cross sectional analysis, only older age and higher HDL were significantly associated with AMD.We have found that older age and higher levels of CRP and HDL-C were associated with increased odds of AMD in this population in the longitudinal analysis, but older age and HDL-C, not CRP was significantly associated with AMD in the cross sectional analysis. The prevalence of AMD in this cohort was low compared to other cohorts in Europe, the US and Australia, and probably reflects the some selection biases in follow up participation as well as the low rate of smoking among our healthy participants.
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- 2015
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9. Ascorbic acid metabolites are involved in intraocular pressure control in the general population
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Pirro G. Hysi, Anthony P. Khawaja, Cristina Menni, Bani Tamraz, Nick Wareham, Kay-Tee Khaw, Paul J. Foster, Leslie Z. Benet, Tim D. Spector, and Chris J. Hammond
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Medicine (General) ,R5-920 ,Biology (General) ,QH301-705.5 - Abstract
Elevated intraocular pressure (IOP) is an important risk factor for glaucoma. Mechanisms involved in its homeostasis are not well understood, but associations between metabolic factors and IOP have been reported. To investigate the relationship between levels of circulating metabolites and IOP, we performed a metabolome-wide association using a machine learning algorithm, and then employing Mendelian Randomization models to further explore the strength and directionality of effect of the metabolites on IOP. We show that O-methylascorbate, a circulating Vitamin C metabolite, has a significant IOP-lowering effect, consistent with previous knowledge of the anti-hypertensive and anti-oxidative role of ascorbate compounds. These results enhance understanding of IOP control and may potentially benefit future IOP treatment and reduce vision loss from glaucoma. Keywords: Ascorbate metabolism, Intraocular pressure, Multi-omics
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- 2019
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10. Burden of Glaucoma in the United Kingdom
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Dun Jack Fu, Ebenezer Ademisoye, Vanessa Shih, Andrew I. McNaught, and Anthony P. Khawaja
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General Medicine - Published
- 2023
11. Prevalence of Diabetic Retinopathy in Indigenous and Non-Indigenous Australians
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Mark A. Chia, Joshua R. Taylor, Kelsey V. Stuart, Anthony P. Khawaja, Paul J. Foster, Pearse A. Keane, and Angus W. Turner
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Ophthalmology - Published
- 2023
12. The Association of Female Reproductive Factors with Glaucoma and Related Traits
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Kian M. Madjedi, Kelsey V. Stuart, Sharon Y.L. Chua, Paul J. Foster, Nicholas G. Strouthidis, Robert N. Luben, Alasdair N. Warwick, Jae H. Kang, Janey L. Wiggs, Louis R. Pasquale, and Anthony P. Khawaja
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General Medicine - Published
- 2022
13. Association Between Myopic Refractive Error and Primary Open-Angle Glaucoma: A 2-Sample Mendelian Randomization Study
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Hélène Choquet, Anthony P. Khawaja, Chen Jiang, Jie Yin, Ronald B. Melles, M. Maria Glymour, Pirro G. Hysi, and Eric Jorgenson
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Adult ,Male ,Ophthalmology ,Myopia ,Humans ,Female ,Mendelian Randomization Analysis ,Refractive Errors ,Glaucoma, Open-Angle ,Aged ,Genome-Wide Association Study - Abstract
ImportanceRefractive error (RE) is the most common form of visual impairment, and myopic RE is associated with an increased risk of primary open-angle glaucoma (POAG). Whether this association represents a causal role of RE in the etiology of POAG remains unknown.ObjectiveTo evaluate shared genetic influences and investigate the association of myopic RE with the risk for POAG.Design, Setting, and ParticipantsObservational analyses were used to evaluate the association between mean spherical equivalent (MSE) RE (continuous trait) or myopia (binary trait) and POAG risk in individuals from the Genetic Epidemiology Research on Adult Health and Aging (GERA) cohort. To quantify genetic overlap, genome-wide genetic correlation analyses were performed using genome-wide association studies (GWAS) of MSE RE or myopia and POAG from GERA. Potential causal effects were assessed between MSE RE and POAG using 2-sample Mendelian randomization. Genetic variants associated with MSE RE were derived using GWAS summary statistics from a GWAS of RE conducted in 102 117 UK Biobank participants. For POAG, we used GWAS summary statistics from our previous GWAS (3836 POAG cases and 48 065 controls from GERA). Data analyses occurred between July 2020 and October 2021.Main Outcomes and MeasureOur main outcome was POAG risk as odds ratio (OR) caused by per-unit difference in MSE RE (in diopters).ResultsOur observational analyses included data for 54 755 non-Hispanic White individuals (31 926 [58%] females and 22 829 [42%] males). Among 4047 individuals with POAG, mean (SD) age was 73.64 (9.20) years; mean (SD) age of the 50 708 controls was 65.38 (12.24) years. Individuals with POAG had a lower refractive MSE and were more likely to have myopia or high myopia compared with the control participants (40.2% vs 34.1%, P = 1.31 × 10−11 for myopia; 8.5% vs 6.8%, P = .004 for high myopia). Our genetic correlation analyses demonstrated that POAG was genetically correlated with MSE RE (rg, −0.24; SE, 0.06; P = 3.90 × 10−5), myopia (rg, 0.21; SE, 0.07; P = .004), and high myopia (rg, 0.23; SE, 0.09; P = .01). Genetically assessed refractive MSE was negatively associated with POAG risk (inverse-variance weighted model: OR per diopter more hyperopic MSE = 0.94; 95% CI, 0.89-0.99; P = .01).Conclusions and RelevanceThese findings demonstrate a shared genetic basis and an association between myopic RE and POAG risk. This may support population POAG risk stratification and screening strategies, based on RE information.
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- 2023
14. Correction to: Expert Consensus on the Use of the PRESERFLO™ MicroShunt Device in the Treatment of Glaucoma: A Modified Delphi Panel
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Anthony P. Khawaja, Ingeborg Stalmans, Florent Aptel, Keith Barton, Henny Beckers, Thomas Klink, Giorgio Marchini, Jose Martínez de la Casa, Jan H. Simonsen, Marc Töteberg-Harms, Clemens Vass, and Luís Abegão Pinto
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Ophthalmology - Published
- 2022
15. Alcohol, Intraocular Pressure, and Open-Angle Glaucoma
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Kelsey V. Stuart, Kian Madjedi, Robert N. Luben, Sharon Y.L. Chua, Alasdair N. Warwick, Mark Chia, Louis R. Pasquale, Janey L. Wiggs, Jae H. Kang, Pirro G. Hysi, Jessica H. Tran, Paul J. Foster, and Anthony P. Khawaja
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Ophthalmology - Published
- 2022
16. Association Between Retinal Features From Multimodal Imaging and Schizophrenia
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Siegfried K. Wagner, Mario Cortina-Borja, Steven M. Silverstein, Yukun Zhou, David Romero-Bascones, Robbert R. Struyven, Emanuele Trucco, Muthu R. K. Mookiah, Tom MacGillivray, Stephen Hogg, Timing Liu, Dominic J. Williamson, Nikolas Pontikos, Praveen J. Patel, Konstantinos Balaskas, Daniel C. Alexander, Kelsey V. Stuart, Anthony P. Khawaja, Alastair K. Denniston, Jugnoo S. Rahi, Axel Petzold, Pearse A. Keane, Neurology, Ophthalmology, APH - Mental Health, APH - Methodology, and Amsterdam Neuroscience - Neuroinfection & -inflammation
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Psychiatry and Mental health - Abstract
ImportanceThe potential association of schizophrenia with distinct retinal changes is of clinical interest but has been challenging to investigate because of a lack of sufficiently large and detailed cohorts.ObjectiveTo investigate the association between retinal biomarkers from multimodal imaging (oculomics) and schizophrenia in a large real-world population.Design, Setting, and ParticipantsThis cross-sectional analysis used data from a retrospective cohort of 154 830 patients 40 years and older from the AlzEye study, which linked ophthalmic data with hospital admission data across England. Patients attended Moorfields Eye Hospital, a secondary care ophthalmic hospital with a principal central site, 4 district hubs, and 5 satellite clinics in and around London, United Kingdom, and had retinal imaging during the study period (January 2008 and April 2018). Data were analyzed from January 2022 to July 2022.Main Outcomes and MeasuresRetinovascular and optic nerve indices were computed from color fundus photography. Macular retinal nerve fiber layer (RNFL) and ganglion cell–inner plexiform layer (mGC-IPL) thicknesses were extracted from optical coherence tomography. Linear mixed-effects models were used to examine the association between schizophrenia and retinal biomarkers.ResultsA total of 485 individuals (747 eyes) with schizophrenia (mean [SD] age, 64.9 years [12.2]; 258 [53.2%] female) and 100 931 individuals (165 400 eyes) without schizophrenia (mean age, 65.9 years [13.7]; 53 253 [52.8%] female) were included after images underwent quality control and potentially confounding conditions were excluded. Individuals with schizophrenia were more likely to have hypertension (407 [83.9%] vs 49 971 [48.0%]) and diabetes (364 [75.1%] vs 28 762 [27.6%]). The schizophrenia group had thinner mGC-IPL (−4.05 μm, 95% CI, −5.40 to −2.69; P = 5.4 × 10−9), which persisted when investigating only patients without diabetes (−3.99 μm; 95% CI, −6.67 to −1.30; P = .004) or just those 55 years and younger (−2.90 μm; 95% CI, −5.55 to −0.24; P = .03). On adjusted analysis, retinal fractal dimension among vascular variables was reduced in individuals with schizophrenia (−0.14 units; 95% CI, −0.22 to −0.05; P = .001), although this was not present when excluding patients with diabetes.Conclusions and RelevanceIn this study, patients with schizophrenia had measurable differences in neural and vascular integrity of the retina. Differences in retinal vasculature were mostly secondary to the higher prevalence of diabetes and hypertension in patients with schizophrenia. The role of retinal features as adjunct outcomes in patients with schizophrenia warrants further investigation.
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- 2023
17. Comment on 'Race distribution in non-arteritic anterior ischemic optic neuropathy'
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Siegfried K. Wagner, Yukun Zhou, Ciara O'byrne, Anthony P. Khawaja, Axel Petzold, and Pearse A. Keane
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Ophthalmology - Published
- 2023
18. A new polygenic score for refractive error improves detection of children at risk of high myopia but not the prediction of those at risk of myopic macular degeneration
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Rosie Clark, Samantha Sze-Yee Lee, Ran Du, Yining Wang, Sander C.M. Kneepkens, Jason Charng, Yu Huang, Michael L. Hunter, Chen Jiang, J.Willem L. Tideman, Ronald B. Melles, Caroline C.W. Klaver, David A. Mackey, Cathy Williams, Hélène Choquet, Kyoko Ohno-Matsui, Jeremy A. Guggenheim, Joan E. Bailey-Wilson, Paul N. Baird, Veluchamy A. Barathi, Ginevra Biino, Kathryn P. Burdon, Harry Campbell, Li Jia Chen, Ching-Yu Cheng, Emily Y. Chew, Jamie E. Craig, Margaret M. Deangelis, Cécile Delcourt, Xiaohu Ding, Qiao Fan, Maurizio Fossarello, Paul J. Foster, Puya Gharahkhani, Xiaobo Guo, Annechien E.G. Haarman, Toomas Haller, Christopher J. Hammond, Xikun Han, Caroline Hayward, Mingguang He, Alex W. Hewitt, Quan Hoang, Pirro G. Hysi, Adriana I. Iglesias, Robert P. Igo, Sudha K. Iyengar, Jost B. Jonas, Mika Kähönen, Jaakko Kaprio, Anthony P. Khawaja, Barbara E. Klein, Jonathan H. Lass, Kris Lee, Terho Lehtimäki, Deyana Lewis, Qing Li, Shi-Ming Li, Leo-Pekka Lyytikäinen, Stuart MacGregor, Nicholas G. Martin, Akira Meguro, Andres Metspalu, Candace Middlebrooks, Masahiro Miyake, Nobuhisa Mizuki, Anthony Musolf, Stefan Nickels, Konrad Oexle, Chi Pui Pang, Olavi Pärssinen, Andrew D. Paterson, Norbert Pfeiffer, Ozren Polasek, Jugnoo S. Rahi, Olli Raitakari, Igor Rudan, Srujana Sahebjada, Seang-Mei Saw, Claire L. Simpson, Dwight Stambolian, E-Shyong Tai, Milly S. Tedja, J. Willem L. Tideman, Akitaka Tsujikawa, Cornelia M. van Duijn, Virginie J.M. Verhoeven, Veronique Vitart, Ningli Wang, Ya Xing Wang, Juho Wedenoja, Wen Bin Wei, Katie M. Williams, James F. Wilson, Robert Wojciechowski, Jason C.S. Yam, Kenji Yamashiro, Maurice K.H. Yap, Seyhan Yazar, Shea Ping Yip, Terri L. Young, Xiangtian Zhou, Naomi Allen, Tariq Aslam, Denize Atan, Sarah Barman, Jenny Barrett, Paul Bishop, Graeme Black, Catey Bunce, Roxana Carare, Usha Chakravarthy, Michelle Chan, Sharon Chua, Valentina Cipriani, Alexander Day, Parul Desai, Bal Dhillon, Andrew Dick, Alexander Doney, Cathy Egan, Sarah Ennis, Paul Foster, Marcus Fruttiger, John Gallacher, David Garway-Heath, Jane Gibson, Dan Gore, Jeremy Guggenheim, Chris Hammond, Alison Hardcastle, Simon Harding, Ruth Hogg, Pirro Hysi, Pearse A. Keane, Peng Tee Khaw, Anthony Khawaja, Gerassimos Lascaratos, Thomas Littlejohns, Andrew Lotery, Phil Luthert, Tom MacGillivray, Sarah Mackie, Bernadette McGuinness, Gareth McKay, Martin McKibbin, Danny Mitry, Tony Moore, James Morgan, Zaynah Muthy, Eoin O'Sullivan, Chris Owen, Praveen Patel, Euan Paterson, Tunde Peto, Axel Petzold, Nikolas Pontikos, Jugnoo Rahi, Alicja Rudnicka, Jay Self, Panagiotis Sergouniotis, Sobha Sivaprasad, David Steel, Irene Stratton, Nicholas Strouthidis, Cathie Sudlow, Robyn Tapp, Caroline Thaung, Dhanes Thomas, Emanuele Trucco, Adnan Tufail, Stephen Vernon, Ananth Viswanathan, Katie Williams, Jayne Woodside, Max Yates, Jennifer Yip, Yalin Zheng, Neurology, Ophthalmology, APH - Mental Health, APH - Methodology, Amsterdam Neuroscience - Neuroinfection & -inflammation, Epidemiology, Clinical Genetics, and Erasmus MC other
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All institutes and research themes of the Radboud University Medical Center ,General Medicine ,General Biochemistry, Genetics and Molecular Biology ,Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12] - Abstract
Contains fulltext : 292919.pdf (Publisher’s version ) (Open Access) BACKGROUND: High myopia (HM), defined as a spherical equivalent refractive error (SER) ≤ -6.00 diopters (D), is a leading cause of sight impairment, through myopic macular degeneration (MMD). We aimed to derive an improved polygenic score (PGS) for predicting children at risk of HM and to test if a PGS is predictive of MMD after accounting for SER. METHODS: The PGS was derived from genome-wide association studies in participants of UK Biobank, CREAM Consortium, and Genetic Epidemiology Research on Adult Health and Aging. MMD severity was quantified by a deep learning algorithm. Prediction of HM was quantified as the area under the receiver operating curve (AUROC). Prediction of severe MMD was assessed by logistic regression. FINDINGS: In independent samples of European, African, South Asian and East Asian ancestry, the PGS explained 19% (95% confidence interval 17-21%), 2% (1-3%), 8% (7-10%) and 6% (3-9%) of the variation in SER, respectively. The AUROC for HM in these samples was 0.78 (0.75-0.81), 0.58 (0.53-0.64), 0.71 (0.69-0.74) and 0.67 (0.62-0.72), respectively. The PGS was not associated with the risk of MMD after accounting for SER: OR = 1.07 (0.92-1.24). INTERPRETATION: Performance of the PGS approached the level required for clinical utility in Europeans but not in other ancestries. A PGS for refractive error was not predictive of MMD risk once SER was accounted for. FUNDING: Supported by the Welsh Government and Fight for Sight (24WG201).
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- 2023
19. Association of systemic medication use with glaucoma and intraocular pressure: the E3 Consortium
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Joëlle E. Vergroesen, Alexander K. Schuster, Kelsey V. Stuart, Nigus G. Asefa, Audrey Cougnard-Grégoire, Cécile Delcourt, Cédric Schweitzer, Patrícia Barreto, Rita Coimbra, Paul J. Foster, Robert N. Luben, Norbert Pfeiffer, Julia V. Stingl, Toralf Kirsten, Franziska G. Rauscher, Kerstin Wirkner, Nomdo M. Jansonius, Louis Arnould, Catherine P. Creuzot-Garcher, Bruno H. Stricker, Christina Keskini, Fotis Topouzis, Geir Bertelsen, Anne E. Eggen, Mukharram M. Bikbov, Jost B. Jonas, Caroline C.W. Klaver, Wishal D. Ramdas, Anthony P. Khawaja, Ophthalmology, and Epidemiology
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Ophthalmology ,SDG 3 - Good Health and Well-being ,Intraocular pressure ,Epidemiology ,Systemic medication ,Glaucoma - Abstract
Purpose: To investigate the association of commonly used systemic medications with glaucoma and intraocular pressure (IOP) in the European population. Design: Meta-analysis of eleven population-based cohort studies of the European Eye Epidemiology (E3) consortium. Participants: A total of 143240 participants were included in the glaucoma analyses and 47177 participants in the IOP analyses. Methods: We examined associations of four categories of systemic medications (antihypertensive medications: beta-blockers, diuretics, calcium channel blockers [CCBs], alpha-agonists, angiotensin-converting-enzyme inhibitors, angiotensin II receptor blockers; lipid-lowering medications; antidepressants; antidiabetic medications) with glaucoma prevalence and IOP. Glaucoma ascertainment and IOP measurement method were according to individual study protocols. Multivariable regression analyses were carried out in each study and results were pooled using random effects meta-analyses. Associations with antidiabetic medications were examined in diabetic participants only. Main Outcome Measures: Glaucoma prevalence and IOP. Results: In the meta-analyses of our maximally-adjusted multivariable models, use of CCBs was associated with a higher prevalence of glaucoma (odds ratio [OR] with corresponding 95% confidence interval [95% CI]: 1.23 [1.08 to 1.39]). This association was stronger for monotherapy of CCBs with direct cardiac effects (OR [95% CI]: 1.96 [1.23 to 3.12]). The use of other antihypertensive medications, lipid-lowering medications, antidepressants or antidiabetic medications were not clearly associated with glaucoma. Use of systemic beta-blockers was associated with a lower IOP (Beta [95% CI]: -0.33 [-0.57 to -0.08] mmHg). Monotherapy of both selective (Beta [95% CI]: -0.45 [-0.74 to -0.16] mmHg) and non-selective (Beta [95% CI]: -0.54 [-0.94 to -0.15] mmHg) systemic beta-blockers was associated with lower IOP. There was a suggestive association between use of high-ceiling diuretics and lower IOP (Beta [95% CI]: -0.30 [-0.47; -0.14] mmHg), but not when used as monotherapy. Use of other antihypertensive medications, lipid-lowering medications, antidepressants, or antidiabetic medications were not associated with IOP. Conclusions: We identified a potentially harmful association between use of CCBs and glaucoma prevalence. Additionally, we observed and quantified the association of lower IOP with systemic beta-blocker use. Both findings are potentially important given that glaucoma patients frequently use systemic antihypertensive medications. Determining whether the CCB association is causal should be a research priority. published
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- 2023
20. Unsupervised representation learning improves genomic discovery for lung function and respiratory disease prediction
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Taedong Yun, Justin Cosentino, Babak Behsaz, Zachary R. McCaw, Davin Hill, Robert Luben, Dongbing Lai, John Bates, Howard Yang, Tae-Hwi Schwantes-An, Anthony P. Khawaja, Andrew Carroll, Brian D. Hobbs, Michael H. Cho, Cory Y. McLean, and Farhad Hormozdiari
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Article - Abstract
BackgroundHigh-dimensional clinical data are becoming more accessible in biobank-scale datasets. However, accurately phenotyping high-dimensional clinical data remains a major impediment to genetic discovery.MethodsWe introduce a general deep learning framework, RE presentation learning for Genetic discovery on Low-dimensional Embeddings (REGLE), for discovering associations between genetic variants and high-dimensional clinical data. REGLE uses convolutional variational autoencoders to compute anon-linear, low-dimensional, disentangled embeddingof the data and can also incorporate expert clinical metrics. We demonstrate the utility of REGLE by application to spirograms, which measure lung function. We generate two types of synthetic representations of pulmonary functions we call spirogram encodings (SPINCs) and residual spirogram encodings (RSPINCs).FindingsGenome-wide association studies on (R)SPINCs identify more genome-wide significant loci than existing methods while replicating most known lung function loci. Furthermore, (R)SPINCs are associated with overall survival and, under the latent causal variable model, they exhibit significantly high genetic causality proportion with asthma, chronic obstructive pulmonary disease (COPD), and inflammatory diseases. Finally, we construct a set of polygenic risk scores (PRS) that are generally predictive of pulmonary traits and diseases. We demonstrate superior performance predicting asthma and COPD, in multiple ancestries and across four biobanks, compared to PRSs constructed using expert-defined pulmonary function measurements.InterpretationREGLE is a method for generating low-dimensional, disentangled representations of high-dimensional clinical data that does not require labels, and improves upon expert-defined phenotypes for genetic discovery and disease prediction. It can flexibly incorporate expert-defined or clinical features and provides a framework to create accurate disease-specific PRS in datasets which have minimal expert phenotyping. (R)SPINCs are quantifying clinically relevant features that are not currently captured in a standardized or automated way.FundingGoogle LLC.
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- 2023
21. Conclusion: glaucoma, moving forward
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George Spaeth, Kerstin Sailer, Clare Gilbert, Sumit Grover, Jorge L. Alió, Jorge Alio del Barrio, Anant Sharma, Boris Malyugin, Ronald L. Fellman, Anthony P. Khawaja, Ted Garway-Heath, and David J. Calkins
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- 2023
22. List of contributors
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Hanif Ahmad, Raid G. Alany, Jorge L. Alió, Andrew J. Anderson, Anmol Arora, Augusto Azuara-Blanco, Jorge Alio del Barrio, Christophe Baudouin, Reeda Bou Said, Rupert R.A. Bourne, Fatima Butt, David J. Calkins, Geoffrey Z.P. Chan, Ching-Yu Cheng, Rachel S. Chong, Maria Francesca Cordeiro, Jonathan G. Crowston, Qëndresë Daka, Ramin Daneshvar, Jonathan Denniss, Sundeep Singh Deol, Rebecca Epstein, Monica Ertel, Jonathan M. Fam, Ronald L. Fellman, Ted Garway-Heath, Gus Gazzard, Clare Gilbert, Kevin Gillmann, Ivan Goldberg, Jeffrey L. Goldberg, Sumit Grover, Gregg A. Heatley, Esther Hoffmann M., Alex S. Huang, Zi-Bing Jin, Murray Johnstone, Malik Kahook, L. Jay Katz, Paul L. Kaufman, Pearse A. Keane, Anthony P. Khawaja, Ziad Khoueir, Mitchell Lawlor, Christopher Leung, Boris Malyugin, Steven L. Mansberger, Kaweh Mansouri, Keith R. Martin, Christine E. Martinez, Allison M. McKendrick, André Mermoud, Robert W. Nickells, Kouros Nouri-Mahdavi, Tyler D. Oostra, Joel Palko, Radhika Pooja Patel, Zia S. Pradhan, Ramesh Priyanka, Harsha L. Rao, Reza Razeghinejad, Tony Realini, Robert Ritch, Sylvain Roy, Kerstin Sailer, Facundo G. Sanchez, Ursula Schlötzer-Schrehardt, Joel S. Schuman, Andrew Scott, Leonard Seibold, Anant Sharma, George Spaeth, Clemens A. Strohmaier, Maja Szymanska, Angelo P. Tanna, Dada Tanuj, Ian H. Tapply, Andrew J. Tatham, Carol B. Toris, Konstantinos T. Tsasousis, Ningli Wang, Robert N. Weinreb, Janey L. Wiggs, Yu Jun Wo, Gadi Wollstein, Shen Wu, Zhichao Wu, Chen Xin, Chungkwon Yoo, Cara Capitena Young, and Jingxue Zhang
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- 2023
23. Artificial intelligence and big data: technical considerations and clinical applications
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Anmol Arora, Anthony P. Khawaja, and Pearse A. Keane
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- 2023
24. Evaluation of retinal nerve fibre layer thickness as a possible measure of diabetic retinal neurodegeneration in the EPIC-Norfolk Eye Study
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Sidra Zafar, Kristen A Staggers, Jie Gao, Yao Liu, Praveen J Patel, Paul J Foster, Benjamin J Frankfort, Michael Abramoff, Charles G Minard, Alasdair Warwick, Anthony P Khawaja, and Roomasa Channa
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Cellular and Molecular Neuroscience ,Ophthalmology ,Article ,Sensory Systems - Abstract
Background/aimsMarkers to clinically evaluate structural changes from diabetic retinal neurodegeneration (DRN) have not yet been established. To study the potential role of peripapillary retinal nerve fibre layer (pRNFL) thickness as a marker for DRN, we evaluated the relationship between diabetes, as well as glycaemic control irrespective of diabetes status and pRNFL thickness.MethodsLeveraging data from a population-based cohort, we used general linear mixed models (GLMMs) with a random intercept for patient and eye to assess the association between pRNFL thickness (measured using GDx) and demographic, systemic and ocular parameters after adjusting for typical scan score. GLMMs were also used to determine: (1) the relationship between: (A) glycated haemoglobin (HbA1c) irrespective of diabetes diagnosis and pRNFL thickness, (B) diabetes and pRNFL thickness and (2) which quadrants of pRNFL may be affected in participants with diabetes and in relation to HbA1c.Results7076 participants were included. After controlling for covariates, inferior pRNFL thickness was 0.94 µm lower (95% CI −1.28 µm to −0.60 µm), superior pRNFL thickness was 0.83 µm lower (95% CI −1.17 µm to −0.49 µm) and temporal pRNFL thickness was 1.33 µm higher (95% CI 0.99 µm to 1.67 µm) per unit increase in HbA1c. Nasal pRNFL thickness was not significantly associated with HbA1c (p=0.23). Similar trends were noted when diabetes was used as the predictor.ConclusionSuperior and inferior pRNFL was significantly thinner among those with higher HbA1c levels and/or diabetes, representing areas of the pRNFL that may be most affected by diabetes.
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- 2021
25. The Association of Alcohol Consumption with Glaucoma and Related Traits
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Kelsey V. Stuart, Robert N. Luben, Alasdair N. Warwick, Kian M. Madjedi, Praveen J. Patel, Mahantesh I. Biradar, Zihan Sun, Mark A. Chia, Louis R. Pasquale, Janey L. Wiggs, Jae H. Kang, Jihye Kim, Hugues Aschard, Jessica H. Tran, Marleen A.H. Lentjes, Paul J. Foster, Anthony P. Khawaja, Mark Chia, Sharon Chua, Ron Do, Paul Foster, Jae Kang, Alan Kastner, Anthony Khawaja, Marleen Lentjes, Robert Luben, Kian Madjedi, Giovanni Montesano, Louis Pasquale, Kelsey Stuart, Alasdair Warwick, Janey Wiggs, Naomi Allen, Tariq Aslam, Denize Atan, Sarah Barman, Jenny Barrett, Paul Bishop, Graeme Black, Tasanee Braithwaite, Roxana Carare, Usha Chakravarthy, Michelle Chan, Alexander Day, Parul Desai, Bal Dhillon, Andrew Dick, Alexander Doney, Cathy Egan, Sarah Ennis, Marcus Fruttiger, John Gallacher, David (Ted) Garway-Heath, Jane Gibson, Jeremy Guggenheim, Chris Hammond, Alison Hardcastle, Simon Harding, Ruth Hogg, Pirro Hysi, Pearse Keane, Peng Tee Khaw, Gerassimos Lascaratos, Thomas Littlejohns, Andrew Lotery, Phil Luthert, Tom MacGillivray, Sarah Mackie, Bernadette McGuinness, Gareth McKay, Martin McKibbin, Tony Moore, James Morgan, Eoin O'Sullivan, Richard Oram, Chris Owen, Praveen Patel, Euan Paterson, Tunde Peto, Axel Petzold, Nikolas Pontikos, Jugnoo Rahi, Alicja Rudnicka, Naveed Sattar, Jay Self, Panagiotis Sergouniotis, Sobha Sivaprasad, David Steel, Irene Stratton, Nicholas Strouthidis, Cathie Sudlow, Robyn Tapp, Dhanes Thomas, Emanuele Trucco, Adnan Tufail, Ananth Viswanathan, Veronique Vitart, Mike Weedon, Katie Williams, Cathy Williams, Jayne Woodside, Max Yates, Jennifer Yip, Yalin Zheng, Tin Aung, Kathryn Burdon, Li Chen, Ching-Yu Cheng, Jamie Craig, Angela Cree, Victor de Vries, Sjoerd Driessen, John Fingert, Puya Gharahkhani, Christopher Hammond, Caroline Hayward, Alex Hewitt, Nomdo Jansonius, Fridbert Jonansson, Jost Jonas, Michael Kass, Chiea Khor, Caroline Klaver, Jacyline Koh, Stuart MacGregor, David Mackey, Paul Mitchell, Calvin Pang, Francesca Pasutto, Norbert Pfeiffer, Ozren Polašek, Wishal Ramdas, Alexander Schuster, Ayellet Segrè, Einer Stefansson, Kári Stefánsson, Gudmar Thorleifsson, Unnur Thorsteinsdottir, Cornelia van Duijn, Joëlle Vergroesen, Eranga Vithana, James Wilson, Robert Wojciechowski, Tien Wong, and Terri Young
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General Medicine - Published
- 2022
26. Cloud-based genomics pipelines for ophthalmology: reviewed from research to clinical practice
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Anita Szabo, Konstantinos Balaskas, Jing Yu, Anthony P Khawaja, Pearse A. Keane, Maximiliano Olivera, Nikolas Pontikos, Robert Luben, David Chuen Soong Wong, and Ismail Moghul
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Data sharing ,Clinical Practice ,Clinical genomics ,Computer science ,business.industry ,Scalability ,Data security ,Narrative review ,Cloud computing ,Genomics ,sense organs ,business ,Data science - Abstract
Aim: To familiarize clinicians with clinical genomics, and to describe the potential of cloud computing for enabling the future routine use of genomics in eye hospital settings.Design: Review article exploring the potential for cloud-based genomic pipelines in eye hospitals.Methods: Narrative review of the literature relevant to clinical genomics and cloud computing, using PubMed and Google Scholar. A broad overview of these fields is provided, followed by key examples of their integration.Results: Cloud computing could benefit clinical genomics due to scalability of resources, potentially lower costs, and ease of data sharing between multiple institutions. Challenges include complex pricing of services, costs from mistakes or experimentation, data security, and privacy concerns.Conclusions and future perspectives: Clinical genomics is likely to become more routinely used in clinical practice. Currently this is delivered in highly specialist centers. In the future, cloud computing could enable delivery of clinical genomics services in non-specialist hospital settings, in a fast, cost-effective way, whilst enhancing collaboration between clinical and research teams.
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- 2021
27. Potential for Collider Bias in Studies Examining the Association of Central Corneal Thickness with Glaucoma
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Anthony P, Khawaja, Nomdo M, Jansonius, and Perceptual and Cognitive Neuroscience (PCN)
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Cornea ,Tonometry, Ocular ,collider bias ,Cross-Sectional Studies ,Humans ,risk factors ,Ocular Hypertension ,central corneal thickness ,Glaucoma ,General Medicine ,simulations ,Intraocular Pressure - Abstract
PURPOSE. Central corneal thickness (CCT) may be biologically related to glaucoma or observed as associated with glaucoma simply due to its effect on intraocular pressure (IOP) measurement. We aimed to determine if the previously reported CCT-glaucoma associations, in which the analyses were adjusted for IOP or participants were selected on IOP, could be explained by collider bias. METHODS. We simulated datasets mimicking a longitudinal population-based study (Los Angeles Latino Eye Study) and a trial (Ocular Hypertension Treatment Study) such that: (i) CCT was not truly associated with glaucoma, (ii) CCT and true IOP both contribute to measured IOP, and (iii) true IOP contributes to glaucoma risk.We then tested whether an association between CCT and glaucoma could be spuriously induced simply by adjusting for or selecting on measured IOP. RESULTS. A thinner CCT was significantly associated with higher glaucoma incidence in the simulated longitudinal population-based study when adjusted for measured IOP, but not crudely (unadjusted). A thinner CCT was crudely associated with glaucoma incidence in the simulated trial in which the participants were selected for high measured IOP. Effect sizes in the simulations were similar to those observed in the original studies. CONCLUSIONS. Our findings question whether CCT is biologically associated with glaucoma and suggest that current evidence may be due to collider bias. This indicates that CCT alone cannot be used as a factor to identify people at high risk of glaucoma in the general population. Using CCT in combination with IOP may be superior to using IOP alone.
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- 2022
28. Expert Consensus on the Use of the PRESERFLO™ MicroShunt Device in the Treatment of Glaucoma:A Modified Delphi Panel
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Anthony P. Khawaja, Ingeborg Stalmans, Florent Aptel, Keith Barton, Henny Beckers, Thomas Klink, Giorgio Marchini, Jose Martínez de la Casa, Jan H. Simonsen, Marc Töteberg-Harms, Clemens Vass, Luís Abegão Pinto, Oogheelkunde, MUMC+: MA AIOS Oogheelkunde (6), MUMC+: MA Oogheelkunde (9), and RS: MHeNs - R3 - Neuroscience
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MicroShunt ,OUTCOMES ,Science & Technology ,Consensus ,SURGERY ,Delphi method ,Glaucoma ,PRESERFLO™ ,PRESERFLO (TM) ,Europe ,Ophthalmology ,Cirugía ,Oftalmología ,Open-angle glaucoma ,Life Sciences & Biomedicine - Abstract
INTRODUCTION: The implantation of the PRESERFLO™ MicroShunt (PMS) device has been shown to significantly lower increased intraocular pressure (IOP) in patients with primary open-angle glaucoma (POAG). However, guidelines on best practice for patient selection and pre-/peri-/postoperative care management are lacking. The aim of this modified Delphi panel was to achieve expert consensus on the role of the PMS to treat patients with glaucoma in Europe. METHODS: Twelve European glaucoma surgeons experienced with the PMS procedure participated in a three-round modified Delphi panel. A targeted literature review and expert steering committee guided round 1 questionnaire development. Consensus was set at a pre-defined threshold of at least 70% of panellists selecting 'Strongly disagree'/'Disagree' or 'Strongly agree'/'Agree' for six-point Likert scale questions, or at least 70% selecting the same option for multiple-choice questions. Questions not reaching consensus were restated/revised for the next round, following guidance from free-text responses/scoping questions. RESULTS: Consensus was achieved for 60.3% (n = 38/63), 60.0% (n = 18/30), and 100.0% (n = 11/11) of Likert/multiple-choice questions in rounds 1, 2, and 3, respectively. There was agreement that the PMS procedure is effective at reducing IOP in patients with high-tension POAG (greater than 21 mmHg). Although surgical techniques may vary slightly, consensus was reached on several points, including the importance of posterior application of mitomycin C (MMC). Panellists agreed that the PMS postoperative follow-up appointment schedule is reasonably predictable and mostly characterised by fewer visits than with trabeculectomy, particularly in the early phase. Although panellists agreed that combined cataract/PMS surgery and the use of non-MMC wound-healing modulators/antifibrotics during the procedure are possible, further data are needed to determine efficacy. CONCLUSION: The expert consensus reached in this panel will help inform best practice guidelines in the treatment of patients with glaucoma in Europe. Panellists also highlighted key areas for future research to improve understanding of the PMS in the treatment algorithm of glaucoma. ispartof: OPHTHALMOLOGY AND THERAPY vol:11 issue:5 pages:1743-1766 ispartof: location:England status: published
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- 2022
29. Association, Risk, and Causation-Examining the Role of Systemic Medications in the Onset of Acute Angle-Closure Episodes
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Paul J. Foster, Robert Luben, and Anthony P. Khawaja
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Ophthalmology ,Acute Disease ,Humans ,Glaucoma, Angle-Closure ,Intraocular Pressure - Published
- 2022
30. The association between serum lipids and intraocular pressure in 2 large United Kingdom cohorts
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Kian M. Madjedi, Kelsey V. Stuart, Sharon Y.L. Chua, Robert N. Luben, Alasdair Warwick, Louis R. Pasquale, Jae H. Kang, Janey L. Wiggs, Marleen A.H. Lentjes, Hugues Aschard, Naveed Sattar, Paul J. Foster, Anthony P. Khawaja, Mark Chia, Ron Do, Alan Kastner, Jihye Kim, Giovanni Montesano, Denize Atan, Tariq Aslam, Sarah A. Barman, Jenny H. Barrett, Paul Bishop, Peter Blows, Catey Bunce, Roxana O. Carare, Usha Chakravarthy, Michelle Chan, David P. Crabb, Philippa M. Cumberland, Alexander Day, Parul Desai, Bal Dhillon, Andrew D. Dick, Cathy Egan, Sarah Ennis, Paul Foster, Marcus Fruttiger, John E.J. Gallacher, David F. Garway-Heath, Jane Gibson, Dan Gore, Jeremy A. Guggenheim, Chris J. Hammond, Alison Hardcastle, Simon P. Harding, Ruth E. Hogg, Pirro Hysi, Pearse A. Keane, Sir Peng T. Khaw, Gerassimos Lascaratos, Andrew J. Lotery, Tom Macgillivray, Sarah Mackie, Keith Martin, Michelle McGaughey, Bernadette McGuinness, Gareth J. McKay, Martin McKibbin, Danny Mitry, Tony Moore, James E. Morgan, Zaynah A. Muthy, Eoin O’Sullivan, Chris G. Owen, Praveen Patel, Euan Paterson, Tunde Peto, Axel Petzold, Jugnoo S. Rahi, Alicja R. Rudnikca, Jay Self, Sobha Sivaprasad, David Steel, Irene Stratton, Nicholas Strouthidis, Cathie Sudlow, Dhanes Thomas, Emanuele Trucco, Adnan Tufail, Veronique Vitart, Stephen A. Vernon, Ananth C. Viswanathan, Cathy Williams, Katie Williams, Jayne V. Woodside, MaxM. Yates, Jennifer Yip, Yalin Zheng, NIHR Biomedical Research Centre [London], Guy's and St Thomas' NHS Foundation Trust-King‘s College London, University of Calgary, University of Cambridge [UK] (CAM), University College of London [London] (UCL), Icahn School of Medicine at Mount Sinai [New York] (MSSM), Harvard Medical School [Boston] (HMS), Örebro University, Institut Pasteur [Paris] (IP), University of Glasgow, Supported by UCL Overseas Research Scholarship (K.V.S.), Fight for Sight, London, United Kingdom (grant no.: 1956A [K.V.S.]), The Desmond Foundation (K.V.S.), the Wellcome Trust (grant no.: 220558/Z/20/Z [A.W.]), Alcon (P.J.F.), United Kingdom Research and Innovation Future Leaders Fellowship (A.P.K.), Moorfields Eye Charity (Springboard Award [R.N.L.] and Career Development Fellowship [A.P.K.]), the National Eye Institute, National Institutes of Health, Bethesda, Maryland (grant nos.: EY015473 [L.R.P.], EY032559 [L.R.P.], [J.L.W.]), Research to Prevent Blindness, Inc., New York, New York (Challenge Grant [L.R.P., J.L.W.]), The Glaucoma Foundation, New York, New York (L.R.P.), Astra Zeneca (N.S.), Boehringer Ingelheim (N.S.), Novartis (N.S.), Roche Diagnostics (N.S.), Association for Research in Vision and Ophthalmology Foundation (David Epstein Award [J.L.W.]), and UK Research and Innovation Future Leaders Fellowship (Medical Research Council grant no.: MR/T040912/1 [A.P.K.]). The authors acknowledge a proportion of their financial support from the United Kingdom Department of Health through an award made by the National Institute for Health Research to Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology for a Biomedical Research Centre for Ophthalmology. This research used data from the UK Biobank Resource under data access request nos. 2112 and 36741. The UK Biobank Eye and Vision Consortium is supported by grants from Moorfields Eye Charity, The NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, the Alcon Research Institute, and the International Glaucoma Association (United Kingdom). The EPIC-Norfolk study was supported by the Medical Research Council, United Kingdom (grant nos.: SP2024/0201 and MR/N003284/1), and Cancer Research United Kingdom (grant nos.: G9502233 and C864/A8257)., Neurology, Ophthalmology, APH - Mental Health, APH - Methodology, and Amsterdam Neuroscience - Neuroinfection & -inflammation
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Intraocular pressure ,Cholesterol, HDL ,Glaucoma ,Cholesterol, LDL ,Middle Aged ,Lipids ,United Kingdom ,Ophthalmology ,Cross-Sectional Studies ,Cholesterol ,SDG 3 - Good Health and Well-being ,RA0421 ,Risk Factors ,Humans ,RE ,[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie ,Prospective Studies ,Triglycerides ,Aged - Abstract
Purpose: Serum lipids are modifiable, routinely collected blood test features associated with cardiovascular health. We examined the association of commonly collected serum lipid measures (total cholesterol [TC], high-density lipoprotein cholesterol [HDL-C], low-density lipoprotein cholesterol [LDL-C], and triglycerides) with intraocular pressure (IOP). Design: Cross-sectional study in the UK Biobank and European Prospective Investigation into Cancer and Nutrition (EPIC)-Norfolk cohorts. Participants: We included 94 323 participants from the UK Biobank (mean age, 57 years) and 6230 participants from the EPIC-Norfolk (mean age, 68 years) cohorts with data on TC, HDL-C, LDL-C, and triglycerides collected between 2006 and 2009. Methods: Multivariate linear regression adjusting for demographic, lifestyle, anthropometric, medical, and ophthalmic covariables was used to examine the associations of serum lipids with corneal-compensated IOP (IOPcc). Main Outcome Measures: Corneal-compensated IOP. Results: Higher levels of TC, HDL-C, and LDL-C were associated independently with higher IOPcc in both cohorts after adjustment for key demographic, medical, and lifestyle factors. For each 1-standard deviation increase in TC, HDL-C, and LDL-C, IOPcc was higher by 0.09 mmHg (95% confidence interval [CI], 0.06–0.11 mmHg; P < 0.001), 0.11 mmHg (95% CI, 0.08–0.13 mmHg; P < 0.001), and 0.07 mmHg (95% CI, 0.05–0.09 mmHg; P < 0.001), respectively, in the UK Biobank cohort. In the EPIC-Norfolk cohort, each 1-standard deviation increase in TC, HDL-C, and LDL-C was associated with a higher IOPcc by 0.19 mmHg (95% CI, 0.07–0.31 mmHg; P = 0.001), 0.14 mmHg (95% CI, 0.03–0.25 mmHg; P = 0.016), and 0.17 mmHg (95% CI, 0.06–0.29 mmHg; P = 0.003). An inverse association between triglyceride levels and IOP in the UK Biobank (–0.05 mmHg; 95% CI, –0.08 to –0.03; P < 0.001) was not replicated in the EPIC-Norfolk cohort (P = 0.30). Conclusions: Our findings suggest that serum TC, HDL-C, and LDL-C are associated positively with IOP in 2 United Kingdom cohorts and that triglyceride levels may be associated negatively. Future research is required to assess whether these associations are causal in nature.
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- 2022
31. Disentangling the genetic overlap and causal relationships between primary open-angle glaucoma, brain morphology and four major neurodegenerative disorders
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Santiago Diaz-Torres, Weixiong He, Jackson Thorp, Sahba Seddighi, Sean Mullany, Christopher J. Hammond, Pirro G. Hysi, Louis R. Pasquale, Anthony P. Khawaja, Alex W. Hewitt, Jamie E. Craig, David A. Mackey, Janey L. Wiggs, Cornelia van Duijn, Michelle K. Lupton, Jue-Sheng Ong, Stuart MacGregor, Puya Gharahkhani, and Epidemiology
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General Medicine ,General Biochemistry, Genetics and Molecular Biology - Abstract
Background: Primary open-angle glaucoma (POAG) is an optic neuropathy characterized by progressive degeneration of the optic nerve that leads to irreversible visual impairment. Multiple epidemiological studies suggest an association between POAG and major neurodegenerative disorders (Alzheimer's disease, amyotrophic lateral sclerosis, frontotemporal dementia, and Parkinson's disease). However, the nature of the overlap between neurodegenerative disorders, brain morphology and glaucoma remains inconclusive. Method: In this study, we performed a comprehensive assessment of the genetic and causal relationship between POAG and neurodegenerative disorders, leveraging genome-wide association data from studies of magnetic resonance imaging of the brain, POAG, and four major neurodegenerative disorders. Findings: This study found a genetic overlap and causal relationship between POAG and its related phenotypes (i.e., intraocular pressure and optic nerve morphology traits) and brain morphology in 19 regions. We also identified 11 loci with a significant local genetic correlation and a high probability of sharing the same causal variant between neurodegenerative disorders and POAG or its related phenotypes. Of interest, a region on chromosome 17 corresponding to MAPT, a well-known risk locus for Alzheimer's and Parkinson's disease, was shared between POAG, optic nerve degeneration traits, and Alzheimer's and Parkinson's diseases. Despite these local genetic overlaps, we did not identify strong evidence of a causal association between these neurodegenerative disorders and glaucoma. Interpretation: Our findings indicate a distinctive and likely independent neurodegenerative process for POAG involving several brain regions although several POAG or optic nerve degeneration risk loci are shared with neurodegenerative disorders, consistent with a pleiotropic effect rather than a causal relationship between these traits. Funding: PG was supported by an NHMRC Investigator Grant (# 1173390), SM by an NHMRC Senior Research Fellowship and an NHMRC Program Grant (APP1150144), DM by an NHMRC Fellowship, LP is funded by the NEI EY015473 and EY032559 grants, SS is supported by an NIH-Oxford Cambridge Fellowship and NIH T32 grant ( GM136577), APK is supported by a UK Research and Innovation Future Leaders Fellowship, an Alcon Research Institute Young Investigator Award and a Lister Institute for Preventive Medicine Award.
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- 2023
32. Alcohol Consumption and Incident Cataract Surgery in Two Large UK Cohorts
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Alexander C Day, Robert Luben, Praveen J Patel, UK Biobank Eye, Alasdair Warwick, Paul J. Foster, Abigail Britten, Peng T. Khaw, Shabina Hayat, David C Broadway, Anthony P Khawaja, Nicholas G. Strouthidis, Sharon Chua, and Kay-Tee Khaw
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Male ,medicine.medical_specialty ,Alcohol Drinking ,medicine.medical_treatment ,Lower risk ,Cataract ,03 medical and health sciences ,Postoperative Complications ,0302 clinical medicine ,Risk Factors ,Internal medicine ,medicine ,Humans ,Prospective Studies ,030304 developmental biology ,0303 health sciences ,business.industry ,Proportional hazards model ,Incidence ,Confounding ,Hazard ratio ,Middle Aged ,Cataract surgery ,United Kingdom ,Confidence interval ,Ophthalmology ,Cohort ,030221 ophthalmology & optometry ,Female ,Self Report ,business ,Body mass index ,Follow-Up Studies - Abstract
To examine the association of alcohol consumption and type of alcoholic beverage with incident cataract surgery in 2 large cohorts.Longitudinal, observational study.We included 469 387 participants of UK Biobank with a mean age of 56 years and 23 162 participants of European Prospective Investigation of Cancer (EPIC)-Norfolk with a mean age of 59 years.Self-reported alcohol consumption at baseline was ascertained by a touchscreen questionnaire in UK Biobank and a food-frequency questionnaire in EPIC-Norfolk. Cases were defined as participants undergoing cataract surgery in either eye as ascertained via data linkage to National Health Service procedure statistics. We excluded participants with cataract surgery up to 1 year after the baseline assessment visit or those with self-reported cataract at baseline. Cox proportional hazards models were used to examine the associations of alcohol consumption with incident cataract surgery, adjusted for age, sex, ethnicity, Townsend deprivation index, body mass index (BMI), smoking, and diabetes status.Incident cataract surgery.There were 19 011 (mean cohort follow-up of 95 months) and 4573 (mean cohort follow-up of 193 months) incident cases of cataract surgery in UK Biobank and EPIC-Norfolk, respectively. Compared with nondrinkers, drinkers were less likely to undergo cataract surgery in UK Biobank (hazard ratio [HR], 0.89; 95% confidence interval [CI], 0.85-0.93) and EPIC-Norfolk (HR, 0.90; 95% CI, 0.84-0.97) after adjusting for covariables. Among alcohol consumers, greater alcohol consumption was associated with a reduced risk of undergoing cataract surgery in EPIC-Norfolk (P0.001), whereas a U-shaped association was observed in the UK Biobank. Compared with nondrinkers, subgroup analysis by type of alcohol beverage showed the strongest protective association with wine consumption; the risk of incident cataract surgery was 23% and 14% lower among those in the highest category of wine consumption in EPIC-Norfolk and UK Biobank, respectively.Our findings suggest a lower risk of undergoing cataract surgery with low to moderate alcohol consumption. The association was particularly apparent with wine consumption. We cannot exclude the possibility of residual confounding, and further studies are required to determine whether this association is causal in nature.
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- 2021
33. Evaluation of Shared Genetic Susceptibility to High and Low Myopia and Hyperopia
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UK Biobank Eye, Olavi Pärssinen, Cathy Williams, Juho Wedenoja, Jugnoo S Rahi, Jeremy A. Guggenheim, Annechien E. G. Haarman, Ching-Yu Cheng, Terho Lehtimäki, Joan E. Bailey-Wilson, Myopia (Cream), Mika Kähönen, Xiaohu Ding, Anthony P Khawaja, Jost B. Jonas, Terri L. Young, Mingguang He, Ginevra Biino, Katie M Williams, David A. Mackey, Olli T. Raitakari, J. Willem L. Tideman, Ophthalmology, and Epidemiology
- Subjects
medicine.medical_specialty ,Refractive error ,genetic structures ,Emmetropia ,Genome-wide association study ,01 natural sciences ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,medicine ,Genetic predisposition ,Myopia ,Humans ,Genetic Predisposition to Disease ,0101 mathematics ,Allele ,Child ,Genetic association ,Original Investigation ,business.industry ,010102 general mathematics ,Odds ratio ,Heritability ,medicine.disease ,Refractive Errors ,eye diseases ,3. Good health ,Ophthalmology ,Hyperopia ,030221 ophthalmology & optometry ,business ,Genome-Wide Association Study - Abstract
Importance: Uncertainty currently exists about whether the same genetic variants are associated with susceptibility to low myopia (LM) and high myopia (HM) and to myopia and hyperopia. Addressing this question is fundamental to understanding the genetics of refractive error and has clinical relevance for genotype-based prediction of children at risk for HM and for identification of new therapeutic targets. Objective: To assess whether a common set of genetic variants are associated with susceptibility to HM, LM, and hyperopia. Design, Setting, and Participants: This genetic association study assessed unrelated UK Biobank participants 40 to 69 years of age of European and Asian ancestry. Participants 40 to 69 years of age living in the United Kingdom were recruited from January 1, 2006, to October 31, 2010. Of the total sample of 502682 participants, 117279 (23.3%) underwent an ophthalmic assessment. Data analysis was performed from December 12, 2019, to June 23, 2020. Exposures: Four refractive error groups were defined: HM, -6.00 diopters (D) or less; LM, -3.00 to -1.00 D; hyperopia, +2.00 D or greater; and emmetropia, 0.00 to +1.00 D. Four genome-wide association study (GWAS) analyses were performed in participants of European ancestry: (1) HM vs emmetropia, (2) LM vs emmetropia, (3) hyperopia vs emmetropia, and (4) LM vs hyperopia. Polygenic risk scores were generated from GWAS summary statistics, yielding 4 sets of polygenic risk scores. Performance was assessed in independent replication samples of European and Asian ancestry. Main Outcomes and Measures: Odds ratios (ORs) of polygenic risk scores in replication samples. Results: A total of 51841 unrelated individuals of European ancestry and 2165 unrelated individuals of Asian ancestry were assigned to a specific refractive error group and included in our analyses. Polygenic risk scores derived from all 4 GWAS analyses were predictive of all categories of refractive error in both European and Asian replication samples. For example, the polygenic risk score derived from the HM vs emmetropia GWAS was predictive in the European sample of HM vs emmetropia (OR, 1.58; 95% CI, 1.41-1.77; P = 1.54 × 10-15) as well as LM vs emmetropia (OR, 1.15; 95% CI, 1.07-1.23; P = 8.14 × 10-5), hyperopia vs emmetropia (OR, 0.83; 95% CI, 0.77-0.89; P = 4.18 × 10-7), and LM vs hyperopia (OR, 1.45; 95% CI, 1.33-1.59; P = 1.43 × 10-16). Conclusions and Relevance: Genetic risk variants were shared across HM, LM, and hyperopia and across European and Asian samples. Individuals with HM inherited a higher number of variants from among the same set of myopia-predisposing alleles and not different risk alleles compared with individuals with LM. These findings suggest that treatment interventions targeting common genetic risk variants associated with refractive error could be effective against both LM and HM..
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- 2021
34. Risk Factors for Visual Field Deterioration in the United Kingdom Glaucoma Treatment Study
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Catey Bunce, Panayiota Founti, Caroline J Doré, Anthony P Khawaja, David F. Garway-Heath, and Jibran Mohamed-Noriega
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Adult ,Male ,medicine.medical_specialty ,Intraocular pressure ,genetic structures ,Vision Disorders ,Glaucoma ,Administration, Ophthalmic ,Placebo ,law.invention ,Tonometry, Ocular ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Double-Blind Method ,Randomized controlled trial ,Risk Factors ,law ,Internal medicine ,medicine ,Humans ,Prospective Studies ,Latanoprost ,Antihypertensive Agents ,Intraocular Pressure ,Aged ,030304 developmental biology ,0303 health sciences ,Proportional hazards model ,business.industry ,Hazard ratio ,Middle Aged ,medicine.disease ,United Kingdom ,Confidence interval ,Ophthalmology ,chemistry ,030221 ophthalmology & optometry ,Visual Field Tests ,Female ,Ophthalmic Solutions ,Visual Fields ,business ,Glaucoma, Open-Angle - Abstract
Objective The United Kingdom Glaucoma Treatment Study (UKGTS) investigated the visual field (VF) preserving effect of medical treatment in open-angle glaucoma (OAG). The objective of this analysis was to identify risk factors associated with VF deterioration. Design Randomized, double masked, placebo-controlled, multicentre trial. Participants Five hundred sixteen participants with previously untreated OAG were prospectively recruited in 10 UK centres. Methods Eligibility criteria were modeled on those for the Early Manifest Glaucoma Trial. Study participants were randomized to either latanoprost 0.005% or placebo eye drops. The observation period was 2 years and involved, among other procedures, VF testing and intraocular pressure (IOP) measurement at 11 scheduled visits, with clustering of tests at baseline, 18 months, and 24 months. Guided Progression Analysis pattern deviation maps were used to determine VF deterioration. Cox regression was used to compute the hazard ratios (HRs) and respective 95% confidence intervals (CIs) whilst accounting for the correlation within sites. Model selection was guided by backwards stepwise selection conducted on the model containing all variables which were significant at the 0.2 level in the univariable analysis. Follow-up variables which showed collinearity with baseline values were not retained in the final model. Main outcome measures Time-to-VF deterioration. Results Treatment with latanoprost reduced the HR for VF deterioration by 58% (HR 0.42; 95% CI 0.27-0.67, P=0.001). Factors associated with deterioration were bilateral disease (HR 1.59 for yes versus no; 95% CI 1.02-2.50, P=0.041), higher baseline IOP (HR 1.07 per mmHg; 95% CI 1.02-1.12, P=0.008) and disc haemorrhage at visit 1 (HR 2.08; 95% CI 1.07-4.04, P=0.030). Smoking (current or previous) was associated with a reduced HR for VF deterioration (HR 0.59; 95% CI 0.37-0.93, P=0.023). No other evaluated factors were found to be statistically significant in the multivariable analysis. Conclusions In the UKGTS, treatment with latanoprost halved VF deterioration risk. Bilateral disease, higher IOP and disc haemorrhage were confirmed as risk factors for deterioration; smoking history appeared to be protective against VF deterioration.
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- 2020
35. UK Biobank retinal imaging grading: methodology, baseline characteristics and findings for common ocular diseases
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Alasdair N, Warwick, Katie, Curran, Barbra, Hamill, Kelsey, Stuart, Anthony P, Khawaja, Paul J, Foster, Andrew J, Lotery, Michael, Quinn, Savita, Madhusudhan, Konstantinos, Balaskas, Tunde, Peto, and Y, Zheng
- Abstract
This study aims to describe the grading methods and baseline characteristics for UK Biobank (UKBB) participants who underwent retinal imaging in 2009-2010, and to characterise individuals with retinal features suggestive of age-related macular degeneration (AMD), glaucoma and retinopathy.Non-mydriatic colour fundus photographs and macular optical coherence tomography (OCT) scans were manually graded by Central Administrative Research Facility certified graders and quality assured by clinicians of the Network of Ophthalmic Reading Centres UK. Captured retinal features included those associated with AMD (≥1 drusen, pigmentary changes, geographic atrophy or exudative AMD; either imaging modality), glaucoma (≥0.7 cup-disc ratio, ≥0.2 cup-disc ratio difference between eyes, other abnormal disc features; photographs only) and retinopathy (characteristic features of diabetic retinopathy with or without microaneurysms; either imaging modality). Suspected cases of these conditions were characterised with reference to diagnostic records, physical and biochemical measurements.Among 68,514 UKBB participants who underwent retinal imaging, the mean age was 57.3 years (standard deviation 8.2), 45.7% were men and 90.6% were of White ethnicity. A total of 64,367 participants had gradable colour fundus photographs and 68,281 had gradable OCT scans in at least one eye. Retinal features suggestive of AMD and glaucoma were identified in 15,176 and 2184 participants, of whom 125 (0.8%) and 188 (8.6%), respectively, had a recorded diagnosis. Of 264 participants identified to have retinopathy with microaneurysms, 251 (95.1%) had either diabetes or hypertension.This dataset represents a valuable addition to what is currently available in UKBB, providing important insights to both ocular and systemic health.
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- 2022
36. Burden of Glaucoma in the United Kingdom: A Multicenter Analysis of United Kingdom Glaucoma Services
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Dun Jack, Fu, Ebenezer, Ademisoye, Vanessa, Shih, Andrew I, McNaught, and Anthony P, Khawaja
- Abstract
To determine the spectrum of glaucoma-associated health care resource utilization among outpatients attending National Health Service (NHS) hospital glaucoma clinics and the costs of managing glaucoma in this setting.Retrospective observational cohort study using electronic medical record data.Patients aged ≥ 18 years attending 5 NHS glaucoma clinics in the United Kingdom (2013‒2018) with ≥ 12 months of continuous electronic medical record data.Deidentified Medisoft Ophthalmology electronic medical record data (January 2013‒December 2018) from 43 742 eligible patients were categorized by year of clinic visit. Extracted information included patient demographics, glaucoma diagnoses, topical glaucoma medication prescription start/stop dates, types/numbers of glaucoma clinic visits, glaucoma investigations (visual acuity, intraocular pressure, visual field, and OCT), and glaucoma procedures received over 12 months after the first ("index") visit of the specified year. Direct glaucoma-related health care costs (clinic visits, investigations, procedures, and ongoing glaucoma medication initiated in the clinic) were estimated from event volumes and unit costs (UK national tariffs) and expressed from the direct-payer perspective.Glaucoma diagnoses and topical glaucoma medication use at the index clinic visit; numbers of glaucoma clinic visits, investigations and procedures; and glaucoma-related health care costs over 12 months postindex.For the 2016 cohort (n = 21 719), the estimated average total cost of NHS-provided glaucoma care over 12 months was £405 per patient (medical staff services £209, glaucoma investigations £126, glaucoma medication £40, glaucoma procedures £26). Among this cohort, 40.8% had ocular hypertension/suspected glaucoma, 70% had 0-to-mild visual field impairment, and 14% had undergone a glaucoma procedure. Over 12 months, patients received (mean) 2.0 glaucoma clinic visits and 1.5 visual field tests, and 7% underwent glaucoma procedure(s). Results were similar for the other years examined.Cost estimates for managing patients with glaucoma in the UK are required for effective service planning. Appreciable proportions of patients managed in NHS glaucoma clinics may be considered at low risk of blindness (glaucoma suspects and those with ocular hypertension with mild visual field loss) and may be more appropriately managed with alternative, more affordable models of care.
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- 2022
37. Prevalence of Diabetic Retinopathy in Indigenous and Non-Indigenous Australians: A Systematic Review and Meta-analysis
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Mark A, Chia, Joshua R, Taylor, Kelsey V, Stuart, Anthony P, Khawaja, Paul J, Foster, Pearse A, Keane, and Angus W, Turner
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Diabetic Retinopathy ,Risk Factors ,Prevalence ,Australia ,Diabetes Mellitus ,Humans ,Macular Edema - Abstract
This systematic review and meta-analysis summarizes evidence relating to the prevalence of diabetic retinopathy (DR) among Indigenous and non-Indigenous Australians.Indigenous Australians suffer disproportionately from diabetes-related complications. Exploring ethnic variation in disease is important for equitable distribution of resources and may lead to identification of ethnic-specific modifiable risk factors. Existing DR prevalence studies comparing Indigenous and non-Indigenous Australians have shown conflicting results.This study was conducted following Joanna Briggs Institute guidance on systematic reviews of prevalence studies (PROSPERO ID: CRD42022259048). We performed searches of Medline (Ovid), EMBASE, and Web of Science until October 2021, using a strategy designed by an information specialist. We included studies reporting DR prevalence among diabetic patients in Indigenous and non-Indigenous Australian populations. Two independent reviewers performed quality assessments using a 9-item appraisal tool. Meta-analysis and meta-regression were performed using double arcsine transformation and a random-effects model comparing Indigenous and non-Indigenous subgroups.Fifteen studies with 8219 participants met criteria for inclusion. The Indigenous subgroup scored lower on the appraisal tool than the non-Indigenous subgroup (mean score 50% vs. 72%, P = 0.04). In the unadjusted meta-analysis, DR prevalence in the Indigenous subgroup (30.2%; 95% confidence interval [CI], 24.9-35.7) did not differ significantly (P = 0.17) from the non-Indigenous subgroup (23.7%; 95% CI, 16.8-31.4). After adjusting for age and quality, DR prevalence was higher in the Indigenous subgroup (P0.01), with prevalence ratio point estimates ranging from 1.72 to 2.58, depending on the meta-regression model. For the secondary outcomes, prevalence estimates were higher in the Indigenous subgroup for diabetic macular edema (DME) (8.7% vs. 2.7%, P = 0.02) and vision-threatening DR (VTDR) (8.6% vs. 3.0%, P = 0.03) but not for proliferative DR (2.5% vs. 0.8%, P = 0.07).Indigenous studies scored lower for methodological quality, raising the possibility that systematic differences in research practices may be leading to underestimation of disease burden. After adjusting for age and quality, we found a higher DR prevalence in the Indigenous subgroup. This contrasts with a previous review that reported the opposite finding of lower DR prevalence using unadjusted pooled estimates. Future epidemiological work exploring DR burden in Indigenous communities should aim to address methodological weaknesses identified by this review.
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- 2022
38. Genome-wide association study of corneal biomechanical properties identifies over 200 loci providing insight into the genetic etiology of ocular diseases
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UK Biobank Eye, Mark James Simcoe, Anthony P Khawaja, Pirro G. Hysi, and Christopher J Hammond
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Adult ,Male ,AcademicSubjects/SCI01140 ,0301 basic medicine ,Intraocular pressure ,genetic structures ,R Factors ,Glaucoma ,Genome-wide association study ,Biology ,Bioinformatics ,Corneal Diseases ,Tonometry, Ocular ,03 medical and health sciences ,5 Association Studies Article ,0302 clinical medicine ,Cornea ,Mendelian randomization ,Genetics ,medicine ,Humans ,Genetic Predisposition to Disease ,Molecular Biology ,Intraocular Pressure ,Genetics (clinical) ,Aged ,Mendelian Randomization Analysis ,General Medicine ,Middle Aged ,medicine.disease ,eye diseases ,Genetic architecture ,Biomechanical Phenomena ,030104 developmental biology ,medicine.anatomical_structure ,030221 ophthalmology & optometry ,Female ,sense organs ,Glaucoma, Open-Angle ,Genome-Wide Association Study - Abstract
Corneal hysteresis and corneal resistance factor are parameters that reflect the dynamic biomechanical properties of the cornea and have been shown to be biomarkers of corneal disease. In this genome-wide association study of over 100 000 participants, we identified over 200 genetic loci, all but eight novel, significantly associated with either one or both of these traits. In addition to providing key insights into the genetic architecture underlying normal corneal function, these results identify many candidate loci in the study of corneal diseases that lead to severe visual impairment. Additionally, using Mendelian randomization, we were able to identify causal relationships between corneal biomechanics and intraocular pressure measurements, which help elucidate the relationship between corneal properties and glaucoma.
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- 2020
39. Real-World Outcomes of Selective Laser Trabeculoplasty in the United Kingdom
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Anthony P. Khawaja, Joanna H. Campbell, Nicholas Kirby, Hitesh S. Chandwani, Ian Keyzor, Mousam Parekh, Andrew I. McNaught, Dubois Vincent, Knox Angela, Anand Nitin, Owora Gbemi, McNaught Andrew, and Chang Lydia
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Adult ,Male ,medicine.medical_specialty ,Intraocular pressure ,genetic structures ,medicine.medical_treatment ,Visual Acuity ,Glaucoma ,Ocular hypertension ,Trabeculectomy ,Tonometry, Ocular ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Trabecular Meshwork ,Internal medicine ,medicine ,Humans ,Low Tension Glaucoma ,Intraocular Pressure ,Aged ,Retrospective Studies ,030304 developmental biology ,Aged, 80 and over ,0303 health sciences ,Glaucoma medication ,Proportional hazards model ,business.industry ,Medical record ,Retrospective cohort study ,Middle Aged ,medicine.disease ,United Kingdom ,eye diseases ,Confidence interval ,Ophthalmology ,Treatment Outcome ,030221 ophthalmology & optometry ,Visual Field Tests ,Female ,Ocular Hypertension ,Laser Therapy ,sense organs ,Visual Fields ,business ,Glaucoma, Open-Angle ,Follow-Up Studies - Abstract
Selective laser trabeculoplasty (SLT) is a common treatment option for managing glaucoma and ocular hypertension. We assessed the real-world effectiveness of SLT and baseline factors associated with treatment success in the United Kingdom.Retrospective observational study of de-identified electronic medical records (Medisoft Glaucoma module [Medisoft Ltd, Leeds, UK]) from 5 UK ophthalmology teaching centers.Adult patients undergoing their first recorded SLT. For bilateral SLT (same day), analyses included 1 randomly selected eye.Patient demographics, procedure details, and clinical outcomes data were extracted. Factors associated with treatment success were assessed using multivariable Cox regression.Change from baseline in intraocular pressure (IOP) and glaucoma medication use at 12 to 18 and 24 to 36 months post-SLT. A Kaplan-Meier survival analysis was also conducted. Failure of SLT was defined as any further glaucoma procedure post-SLT or any of the following at 2 consecutive visits: IOP21 mmHg, IOP reduction20% from baseline, or increase in glaucoma medications from baseline.A total of 831 SLT-treated eyes (mean baseline IOP 22.0 mmHg) of 831 patients were analyzed. At 12 to 18 and 24 to 36 months post-SLT, respectively, significant reductions in IOP (-4.2 [95% confidence interval {CI}, -4.7 to -3.7] and -3.4 [95% CI, -4.1 to -2.7] mmHg; both P0.0001) and significant increases in the number of glaucoma medications (0.13 [95% CI, 0.04-0.23], P = 0.007, and 0.20 [95% CI, 0.06-0.33], P = 0.005) were observed. Survival analysis demonstrated treatment success in 70%, 45%, and 27% of eyes at 6, 12, and 24 months post-SLT, respectively. Higher baseline IOP was strongly associated with treatment success (hazard ratio [HR], 0.67 for baseline IOP21 mmHg vs. ≤21 mmHg, 95% CI, 0.57-0.80; P0.001). Selective laser trabeculoplasty success was not significantly associated with age (P = 0.78), baseline visual field mean deviation (P = 1.00), or concurrent use of IOP-lowering medication (P = 0.52).Most patients initially responded to SLT, but the majority failed within 1 year. Efficacy of SLT was better in patients with higher baseline IOP but did not differ by glaucoma severity or concurrent use of IOP-lowering medication. These findings may help inform which patients are suitable for SLT therapy.
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- 2020
40. Predictors of selective laser trabeculoplasty success in open angle glaucoma or ocular hypertension: does baseline tonography have a predictive role?
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Laura Beltran-Agullo, Pouya Alaghband, Arij Daas, Saurabh Goyal, Anthony P Khawaja, Elizabeth Galvis, Kin Sheng Lim, and Anindyt Nagar
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Male ,Intraocular pressure ,medicine.medical_specialty ,Multivariate analysis ,genetic structures ,Open angle glaucoma ,Selective laser trabeculoplasty ,Visual Acuity ,Glaucoma ,Ocular hypertension ,Trabeculectomy ,Lasers, Solid-State ,Tonometry, Ocular ,Cellular and Molecular Neuroscience ,Trabecular Meshwork ,Ophthalmology ,medicine ,Humans ,Antihypertensive Agents ,Intraocular Pressure ,Aged ,Retrospective Studies ,Retrospective review ,business.industry ,Middle Aged ,medicine.disease ,Sensory Systems ,Treatment Outcome ,Female ,Ocular Hypertension ,Laser Therapy ,business ,Glaucoma, Open-Angle - Abstract
BackgroundThe determinants of success of selective laser trabeculoplasty (SLT) in treatment-naïve patients with open angle glaucoma (OAG) and ocular hypertension (OHT) have not been understood fully. Therefore, we have conducted this study to explore the predictors of success.MethodsThis is a retrospective review of a pre-existing database of patients who had received primary SLT at St Thomas’ Hospital, London, UK. Patients with OAG and OHT who had received primary 360° SLT treatment and had reliable baseline tonographic outflow facility (TOF) with minimum of 1 year of follow-up were included. Univariate and multivariate analyses were performed to find the determinants of success.ResultsOne hundred and seventy-four patients between August 2006 and February 2010 had received primary 360° SLT treatment and had baseline TOF measurement. Of these, 72 subjects fulfilled the eligibility criteria. In multivariate regression analysis, the only variable associated with success was baseline intraocular pressure (IOP) (R2=0.32, beta=−0.51, pConclusionTo our knowledge, this is the only study investigating the pretreatment TOF (measured with electronic Shiøtz tonography) and IOP as determinants of success 12 month’s post-360° SLT in treatment-naïve patients with OAG and OHT. This study demonstrated that pretreatment IOP (and not TOF) is the only determinant of success after primary SLT therapy.
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- 2020
41. Comparison of Associations with Different Macular Inner Retinal Thickness Parameters in a Large Cohort
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Anthony P. Khawaja, Sharon Chua, Pirro G. Hysi, Stelios Georgoulas, Hannah Currant, Tomas W. Fitzgerald, Ewan Birney, Fang Ko, Qi Yang, Charles Reisman, David F. Garway-Heath, Chris J. Hammond, Peng T. Khaw, Paul J. Foster, Praveen J. Patel, Nicholas Strouthidis, Denize Atan, Tariq Aslam, Sarah A. Barman, Jenny H. Barrett, Paul Bishop, Peter Blows, Catey Bunce, Roxana O. Carare, Usha Chakravarthy, Michelle Chan, Sharon Y.L. Chua, David P. Crabb, Philippa M. Cumberland, Alexander Day, Parul Desai, Bal Dhillon, Andrew D. Dick, Cathy Egan, Sarah Ennis, Paul Foster, Marcus Fruttiger, John E.J. Gallacher, Jane Gibson, Dan Gore, Jeremy A. Guggenheim, Alison Hardcastle, Simon P. Harding, Ruth E. Hogg, Pirro Hysi, Pearse A. Keane, Sir Peng T. Khaw, Gerassimos Lascaratos, Andrew J. Lotery, Tom Macgillivray, Sarah Mackie, Keith Martin, Michelle McGaughey, Bernadette McGuinness, Gareth J. McKay, Martin McKibbin, Danny Mitry, Tony Moore, James E. Morgan, Zaynah A. Muthy, Eoin O’Sullivan, Chris G. Owen, Praveen Patel, Euan Paterson, Tunde Peto, Axel Petzold, Jugnoo S. Rahi, Alicja R. Rudnikca, Jay Self, Sobha Sivaprasad, David Steel, Irene Stratton, Cathie Sudlow, Dhanes Thomas, Emanuele Trucco, Adnan Tufail, Veronique Vitart, Stephen A. Vernon, Ananth C. Viswanathan, Cathy Williams, Katie Williams, Jayne V. Woodside, Max M. Yates, Jennifer Yip, and Yalin Zheng
- Subjects
0303 health sciences ,Intraocular pressure ,medicine.medical_specialty ,Cross-sectional study ,business.industry ,Glaucoma ,Retinal ,medicine.disease ,Confidence interval ,03 medical and health sciences ,Ophthalmology ,chemistry.chemical_compound ,0302 clinical medicine ,Quartile ,chemistry ,030221 ophthalmology & optometry ,medicine ,sense organs ,business ,Body mass index ,030304 developmental biology ,Cohort study - Abstract
Purpose To describe and compare associations with macular retinal nerve fiber layer (mRNFL), ganglion cell complex (GCC), and ganglion cell–inner plexiform layer (GCIPL) thicknesses in a large cohort. Design Cross-sectional study. Participants We included 42 044 participants in the UK Biobank. The mean age was 56 years. Methods Spectral-domain OCT macular images were segmented and analyzed. Corneal-compensated intraocular pressure (IOPcc) was measured with the Ocular Response Analyzer (Reichert, Corp., Buffalo, NY). Multivariable linear regression was used to examine associations with mean mRNFL, GCC, and GCIPL thicknesses. Factors examined were age, sex, ethnicity, height, body mass index (BMI), smoking status, alcohol intake, Townsend deprivation index, education level, diabetes status, spherical equivalent, and IOPcc. Main Outcome Measures Thicknesses of mRNFL, GCC, and GCIPL. Results We identified several novel independent associations with thinner inner retinal thickness. Thinner inner retina was associated with alcohol intake (most significant for GCIPL: –0.46 μm for daily or almost daily intake compared with special occasion only or never [95% confidence interval (CI), 0.61–0.30]; P = 1.1×10–8), greater social deprivation (most significant for GCIPL: –0.28 μm for most deprived quartile compared with least deprived quartile [95% CI, –0.42 to –0.14]; P = 6.6×10–5), lower educational attainment (most significant for mRNFL: –0.36 μm for less than O level compared with degree level [95% CI, –0.45 to 0.26]; P = 2.3×10–14), and nonwhite ethnicity (most significant for mRNFL comparing blacks with whites: –1.65 μm [95% CI, –1.86 to –1.43]; P = 2.4×10–50). Corneal-compensated intraocular pressure was associated most significantly with GCIPL (–0.04 μm/mmHg [95% CI, –0.05 to –0.03]; P = 4.0×10–10) and was not associated significantly with mRNFL (0.00 μm/mmHg [95% CI, –0.01 to 0.01]; P = 0.77). The variables examined explained a greater proportion of the variance of GCIPL (11%) than GCC (6%) or mRNFL (7%). Conclusions The novel associations we identified may be important to consider when using inner retinal parameters as a diagnostic tool. Associations generally were strongest with GCIPL, particularly for IOP. This suggests that GCIPL may be the superior inner retinal biomarker for macular pathophysiologic processes and especially for glaucoma.
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- 2020
42. Retinal Vasculometry Associations With Glaucoma: Findings From the European Prospective Investigation of Cancer–Norfolk Eye Study
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Kay-Tee Khaw, Paul J. Foster, Anthony P Khawaja, Alicja R. Rudnicka, Christopher G. Owen, Robert Luben, Shabina Hayat, David P. Strachan, Sarah Barman, Peter H. Whincup, R.A. Welikala, David C Broadway, Michelle P.Y. Chan, Luben, Robert [0000-0002-5088-6343], Hayat, Shabina [0000-0001-9068-8723], and Apollo - University of Cambridge Repository
- Subjects
Male ,medicine.medical_specialty ,Biometry ,genetic structures ,Glaucoma ,Ocular hypertension ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Ophthalmology ,medicine ,Humans ,Prospective Studies ,Intraocular Pressure ,030304 developmental biology ,Aged ,0303 health sciences ,business.industry ,Cancer ,Retinal Vessels ,Retinal ,Glaucoma suspect ,medicine.disease ,Confidence interval ,eye diseases ,Europe ,Cross-Sectional Studies ,chemistry ,030221 ophthalmology & optometry ,Retinal imaging ,Original Article ,Female ,sense organs ,High intraocular pressure ,business ,biological ,Glaucoma, Open-Angle ,Tomography, Optical Coherence - Abstract
Purpose To examine retinal vasculometry associations with different glaucomas in older British people. Design Cross-sectional study. Methods A total of 8,623 European Prospective Investigation into Cancer-Norfolk Eye study participants were examined, who underwent retinal imaging, ocular biometry assessment, and clinical ascertainment of ocular hypertensive or glaucoma status (including glaucoma suspect [GS], high-tension open-angle glaucoma [HTG], and normal-tension glaucoma [NTG]). Automated measures of arteriolar and venular tortuosity, area, and width from retinal images were obtained. MainOutcomeMeasures: Associations between glaucoma and retinal vasculometry outcomes were analyzed using multilevel linear regression, adjusted for age, sex, height, axial length, intraocular and systemic blood pressure, and within-person clustering, to provide absolute differences in width and area, and percentage differences in vessel tortuosity. Presence or absence of within-person-between-eye differences in retinal vasculometry by diagnoses were examined. Results A total of 565,593 vessel segments from 5,947 participants (mean age 67.6 years, SD 7.6 years, 57% women) were included; numbers with HTG, NTG, and GS in at least 1 eye were 87, 82, and 439, respectively. Thinner arterioles (−3.2 μm; 95% confidence interval [CI] −4.4 μm, −1.9 μm) and venules (−2.7 μm; 95% CI −4.9 μm, −0.5 μm) were associated with HTG. Reduced venular area was associated with HTG (−0.2 mm2; 95% CI −0.3 mm2, −0.1 mm2) and NTG (−0.2 mm2; 95% CI −0.3 mm2, −0.0 mm2). Less tortuous retinal arterioles and venules were associated with all glaucomas, but only significantly for GS (−3.9%; 95% CI −7.7%, −0.1% and −4.8%; 95% CI −7.4%, −2.1%, respectively). There was no evidence of within-person-between-eye differences in retinal vasculometry associations by diagnoses. Conclusions Retinal vessel width associations with glaucoma and novel associations with vessel area and tortuosity, together with no evidence of within-person-between-eye differences in retinal vasculometry, suggest a vascular cause of glaucoma., Highlights • Retinal vessel measurements, including (as a first report) vessel tortuosity and area, were associated with high-tension glaucoma and other glaucoma-related outcomes. • Novel analyses showing that within-person-between-eye glaucoma diagnoses, intraocular pressure, and retinal vasculometry were uncorrelated provides further evidence that systemic microvascular changes may cause glaucoma.
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- 2020
43. The genetic basis for adult onset glaucoma: Recent advances and future directions
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Zhenxun Wang, Janey L. Wiggs, Tin Aung, Anthony P. Khawaja, and Chiea Chuen Khor
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Ophthalmology ,Humans ,Genetic Predisposition to Disease ,Glaucoma ,Exfoliation Syndrome ,Glaucoma, Angle-Closure ,Sensory Systems ,Glaucoma, Open-Angle ,Intraocular Pressure ,Genome-Wide Association Study - Abstract
Glaucoma, a diverse group of eye disorders that results in the degeneration of retinal ganglion cells, is the world's leading cause of irreversible blindness. Apart from age and ancestry, the major risk factor for glaucoma is increased intraocular pressure (IOP). In primary open-angle glaucoma (POAG), the anterior chamber angle is open but there is resistance to aqueous outflow. In primary angle-closure glaucoma (PACG), crowding of the anterior chamber angle due to anatomical alterations impede aqueous drainage through the angle. In exfoliation syndrome and exfoliation glaucoma, deposition of white flaky material throughout the anterior chamber directly interfere with aqueous outflow. Observational studies have established that there is a strong hereditable component for glaucoma onset and progression. Indeed, a succession of genome wide association studies (GWAS) that were centered upon single nucleotide polymorphisms (SNP) have yielded more than a hundred genetic markers associated with glaucoma risk. However, a shortcoming of GWAS studies is the difficulty in identifying the actual effector genes responsible for disease pathogenesis. Building on the foundation laid by GWAS studies, research groups have recently begun to perform whole exome-sequencing to evaluate the contribution of protein-changing, coding sequence genetic variants to glaucoma risk. The adoption of this technology in both large population-based studies as well as family studies are revealing the presence of novel, protein-changing genetic variants that could enrich our understanding of the pathogenesis of glaucoma. This review will cover recent advances in the genetics of primary open-angle glaucoma, primary angle-closure glaucoma and exfoliation glaucoma, which collectively make up the vast majority of all glaucoma cases in the world today. We will discuss how recent advances in research methodology have uncovered new risk genes, and how follow up biological investigations could be undertaken in order to define how the risk encoded by a genetic sequence variant comes into play in patients. We will also hypothesise how data arising from characterising these genetic variants could be utilized to predict glaucoma risk and the manner in which new therapeutic strategies might be informed.
- Published
- 2022
44. The Association of Ambient Air Pollution With Cataract Surgery in UK Biobank Participants: Prospective Cohort Study
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Sharon Y. L. Chua, Anthony P. Khawaja, Parul Desai, Jugnoo S. Rahi, Alex C. Day, Christopher J. Hammond, Peng T. Khaw, and Paul J. Foster
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Adult ,Male ,UK Biobank ,genetic structures ,prospective cohort ,Cataract Extraction ,PM2.5 ,Cataract ,State Medicine ,Risk Factors ,Air Pollution ,Humans ,Prospective Studies ,Aged ,Biological Specimen Banks ,Proportional Hazards Models ,Air Pollutants ,Incidence ,Clinical and Epidemiologic Research ,cataract surgery ,Middle Aged ,eye diseases ,United Kingdom ,Female ,Particulate Matter ,ambient air pollution - Abstract
Purpose Air pollution is associated with chronic diseases of later life. Cataract is the most common cause of blindess globally. It is biologically plausible that cataract risk is increased by pollution exposure. Therefore, the relationship between air pollution and incident cataract surgery was examined. Methods This was a prospective, observational study involving 433,727 UK Biobank participants. Ambient air pollution measures included particulates, nitrogen dioxide (NO2) and nitrogen oxides (NOx). Outdoor air pollution was estimated based on land use regression models. Participants undergoing cataract surgery in either eye were ascertained via data linkage to the National Health Service procedure statistics. Those undergoing cataract surgery within 1 year of baseline assessment and those reporting cataract at baseline were excluded. Cox proportional hazards models were used to examine the associations between air pollutants and incident cataract surgery, adjusting for sociodemographic and lifestyle factors. Results There were 16,307 incident cases of cataract surgery. Higher exposure to PM2.5 was associated with a 5% increased risk of incident cataract surgery (per interquartile range [IQR] increase). Compared to the lowest quartile, participants with exposures to PM2.5, NO2, and NOx in the highest quartile were 14%, 11%, and 9% more likely to undergo cataract surgery, respectively. A continuous exposure-response relationship was observed, with the likelihood of undergoing cataract surgery being progressively higher with greater levels of PM2.5, NO2, and NOx (P for trend P < 0.001). Conclusions Although the results of our study showed a 5% increased risk of future cataract surgery following an exposure to PM2.5, NO2, and NOx, the effect estimates were relatively small. Further research is required to determine if the associations identified are causal.
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- 2021
45. Detecting retinal neurodegeneration in people with diabetes: Findings from the UK Biobank
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Sharon Chua, Nitish Mehta, Roomasa Channa, Paul J. Foster, Sidra Zafar, Anthony P Khawaja, Kyungmoo Lee, Christopher I. Amos, Michael D. Abràmoff, Jie Gao, Kristen A. Staggers, Praveen J Patel, Benjamin J. Frankfort, and Charles G. Minard
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Male ,Visual acuity ,Eye Diseases ,Vision ,Visual Acuity ,Glaucoma ,Social Sciences ,Blood Pressure ,Vascular Medicine ,Severity of Illness Index ,chemistry.chemical_compound ,Endocrinology ,Medical Conditions ,Nerve Fibers ,Animal Cells ,Medicine and Health Sciences ,Psychology ,Biological Specimen Banks ,Cognitive Impairment ,Neurons ,education.field_of_study ,Multidisciplinary ,Cognitive Neurology ,Diabetic retinopathy ,Middle Aged ,Neurology ,Medicine ,Retinal Disorders ,Sensory Perception ,Female ,medicine.symptom ,Anatomy ,Cellular Types ,Tomography, Optical Coherence ,Research Article ,Adult ,medicine.medical_specialty ,Endocrine Disorders ,Science ,Cognitive Neuroscience ,Population ,Retina ,Ocular System ,Ophthalmology ,Diabetes mellitus ,medicine ,Diabetes Mellitus ,Humans ,education ,Retinopathy ,Aged ,Glycated Hemoglobin ,Diabetic Retinopathy ,business.industry ,Cognitive Psychology ,Biology and Life Sciences ,Retinal ,Cell Biology ,medicine.disease ,United Kingdom ,Cross-Sectional Studies ,chemistry ,Metabolic Disorders ,Cellular Neuroscience ,Cognitive Science ,Eyes ,Perception ,Glycated hemoglobin ,Self Report ,business ,Body mass index ,Head ,Neuroscience - Abstract
Importance Efforts are underway to incorporate retinal neurodegeneration in the diabetic retinopathy severity scale. However, there is no established measure to quantify diabetic retinal neurodegeneration (DRN). Objective We compared total retinal, macular retinal nerve fiber layer (mRNFL) and ganglion cell-inner plexiform layer (GC-IPL) thickness among participants with and without diabetes (DM) in a population-based cohort. Design/setting/participants Cross-sectional analysis, using the UK Biobank data resource. Separate general linear mixed models (GLMM) were created using DM and glycated hemoglobin as predictor variables for retinal thickness. Sub-analyses included comparing thickness measurements for patients with no/mild diabetic retinopathy (DR) and evaluating factors associated with retinal thickness in participants with and without diabetes. Factors found to be significantly associated with DM or thickness were included in a multiple GLMM. Exposure Diagnosis of DM was determined via self-report of diagnosis, medication use, DM-related complications or glycated hemoglobin level of ≥ 6.5%. Main outcomes and measures Total retinal, mRNFL and GC-IPL thickness. Results 74,422 participants (69,985 with no DM; 4,437 with DM) were included. Median age was 59 years, 46% were men and 92% were white. Participants with DM had lower total retinal thickness (-4.57 μm, 95% CI: -5.00, -4.14; p Conclusion GC-IPL was thinner among participants with DM, compared to without DM. This difference persisted after adjusting for confounding variables and when considering only those with no/mild DR. This confirms that GC-IPL thinning occurs early in DM and can serve as a useful marker of DRN.
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- 2021
46. Visual Impairment, Eye Diseases, and Dementia Risk: A Systematic Review and Meta-Analysis
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David J. Llewellyn, Ulrich Thiem, Elżbieta Kuźma, Anthony P Khawaja, Obioha C Ukoumunne, and Thomas J. Littlejohns
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medicine.medical_specialty ,Visual impairment ,Vision Disorders ,Internal medicine ,medicine ,Dementia ,Humans ,Prospective Studies ,Prospective cohort study ,Diabetic Retinopathy ,business.industry ,General Neuroscience ,Hazard ratio ,General Medicine ,Diabetic retinopathy ,Macular degeneration ,medicine.disease ,Psychiatry and Mental health ,Clinical Psychology ,Early Diagnosis ,Meta-analysis ,Relative risk ,Geriatrics and Gerontology ,medicine.symptom ,business - Abstract
Background: Visual impairment and eye diseases have been associated with dementia, though with mixed findings and often in cross-sectional studies. Objective: To identify prospective studies investigating associations between visual impairment or common eye diseases and risk of all-cause dementia or key dementia subtypes. Methods: We searched Medline, PsycINFO, and Embase from inception to January 2020. We also conducted backward and forward citation searches of included studies and set up alerts to identify studies published after the search date. Random-effects meta-analysis was used to combine adjusted estimates across studies. Results: Thirty studies met our eligibility criteria. For visual impairment, pooled estimates indicated an increased risk of all-cause dementia (37,705 participants, 3,415 cases, risk ratio [RR] = 1.38, 95%confidence interval [CI]: 1.19–1.59, I2 = 28.6%). Pooled estimates also suggested an increased dementia risk associated with cataract (6,659 participants, 1,312 cases, hazard ratio [HR] = 1.17, 95%CI 1.00–1.38, I2 = 0.0%) and diabetic retinopathy (43,658 participants, 7,060 cases, HR = 1.34, 95%CI 1.11–1.61, I2 = 63.9%), respectively. There was no evidence of an association between glaucoma (175,357 participants, 44,144 cases, HR = 0.97, 95%CI 0.90–1.04, I2 = 51.5%) or age-related macular degeneration (7,800,692 participants, > 2,559 cases, HR = 1.15, 95%CI 0.88–1.50, I2 = 91.0%) and risk of dementia, respectively. Conclusion: As visual impairment, cataract, and diabetic retinopathy are associated with an increased likelihood of developing dementia, early diagnosis may help identify those at risk of dementia. Given most causes of visual impairment are treatable or preventable, the potential for dementia prevention warrants further investigation.
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- 2021
47. Alcohol, Intraocular Pressure, and Open-Angle Glaucoma: A Systematic Review and Meta-analysis
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Kelsey V, Stuart, Kian, Madjedi, Robert N, Luben, Sharon Y L, Chua, Alasdair N, Warwick, Mark, Chia, Louis R, Pasquale, Janey L, Wiggs, Jae H, Kang, Pirro G, Hysi, Jessica H, Tran, Paul J, Foster, and Anthony P, Khawaja
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Tonometry, Ocular ,Cross-Sectional Studies ,Ethanol ,Humans ,Ocular Hypertension ,Glaucoma, Open-Angle ,Intraocular Pressure - Abstract
This systematic review and meta-analysis summarizes the existing evidence for the association of alcohol use with intraocular pressure (IOP) and open-angle glaucoma (OAG).Understanding and quantifying these associations may aid clinical guidelines or treatment strategies and shed light on disease pathogenesis. The role of alcohol, a modifiable factor, in determining IOP and OAG risk also may be of interest from an individual or public health perspective.The study protocol was preregistered in the Open Science Framework Registries (https://osf.io/z7yeg). Eligible articles (as of May 14, 2021) from 3 databases (PubMed, Embase, Scopus) were independently screened and quality assessed by 2 reviewers. All case-control, cross-sectional, and cohort studies reporting a quantitative effect estimate and 95% confidence interval (CI) for the association between alcohol use and either IOP or OAG were included. The evidence for the associations with both IOP and OAG was qualitatively summarized. Effect estimates for the association with OAG were pooled using random effects meta-analysis. Studies not meeting formal inclusion criteria for systematic review, but with pertinent results, were also appraised and discussed. Certainty of evidence was assessed using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) framework.Thirty-four studies were included in the systematic review. Evidence from 10 studies reporting an association with IOP suggests that habitual alcohol use is associated with higher IOP and prevalence of ocular hypertension (IOP21 mmHg), although absolute effect sizes were small. Eleven of 26 studies, comprising 173 058 participants, that tested for an association with OAG met inclusion criteria for meta-analysis. Pooled effect estimates indicated a positive association between any use of alcohol and OAG (1.18; 95% confidence interval [CI], 1.02-1.36; P = 0.03; IAlthough this meta-analysis suggests a harmful association between alcohol use and OAG, our results should be interpreted cautiously given the weakness and heterogeneity of the underlying evidence base, the small absolute effect size, and the borderline statistical significance. Nonetheless, these findings may be clinically relevant, and future research should focus on improving the quality of evidence.
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- 2021
48. Visual Impairment and Risk of Dementia in 2 Population-Based Prospective Cohorts: UK Biobank and EPIC-Norfolk
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Megan Conroy, Paul J. Foster, Shabina Hayat, Thomas J. Littlejohns, Robert Luben, Carol Brayne, Elżbieta Kuźma, and Anthony P Khawaja
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Aging ,medicine.medical_specialty ,Pediatrics ,Visual acuity ,genetic structures ,Visual impairment ,Vision Disorders ,Risk Factors ,Neoplasms ,Epidemiology ,Medicine ,Dementia ,Humans ,Prospective Studies ,Risk factor ,Biological Specimen Banks ,business.industry ,Hazard ratio ,medicine.disease ,Biobank ,Confidence interval ,United Kingdom ,Geriatrics and Gerontology ,medicine.symptom ,business - Abstract
Visual impairment has emerged as a potential modifiable risk factor for dementia. However, there is a lack of large studies with objective measures of vision and with more than 10 years of follow-up. We investigated whether visual impairment is associated with an increased risk of incident dementia in UK Biobank and European Prospective Investigation into Cancer in Norfolk (EPIC-Norfolk). In both cohorts, visual acuity was measured using a “logarithm of the minimum angle of resolution” (LogMAR) chart and categorized as no (≤0.30 LogMAR), mild (>0.3 to ≤0.50 LogMAR), and moderate to severe (>0.50 LogMAR) impairment. Dementia was ascertained through linkage to electronic medical records. After restricting to those aged ≥60 years, without prevalent dementia and with eye measures available, the analytic samples consisted of 62 206 UK Biobank and 7 337 EPIC-Norfolk participants, respectively. In UK Biobank and EPIC-Norfolk, respectively, 1 113 and 517 participants developed dementia over 11 and 15 years of follow-up. Using multivariable Cox proportional-hazards models, the hazard ratios for mild and moderate to severe visual impairment were 1.26 (95% confidence interval [CI]: 0.92–1.72) and 2.16 (95% CI: 1.37–3.40), in UK Biobank, and 1.05 (95% CI: 0.72–1.53) and 1.93 (95% CI: 1.05–3.56) in EPIC-Norfolk, compared to no visual impairment. When excluding participants censored within 5 years of follow-up or with prevalent poor or fair self-reported health, the direction of the associations remained similar for moderate impairment but was not statistically significant. Our findings suggest visual impairment might be a promising target for dementia prevention; however, the possibility of reverse causation cannot be excluded.
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- 2021
49. A genome-wide analysis of 340 318 participants identifies four novel loci associated with the age of first spectacle wear
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Karina, Patasova, Anthony P, Khawaja, Robert, Wojciechowski, Omar A, Mahroo, Mario, Falchi, Jugnoo S, Rahi, Chris J, Hammond, Pirro G, Hysi, and J A, Guggenheim
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Adult ,Eyeglasses ,Genetics ,Myopia ,Humans ,General Medicine ,Refractive Errors ,Molecular Biology ,Genetics (clinical) ,Genome-Wide Association Study - Abstract
Refractive errors, particularly myopia, are the most common eye conditions, often leading to serious visual impairment. The age of onset is correlated with the severity of refractive error in adulthood observed in epidemiological and genetic studies and can be used as a proxy in refractive error genetic studies. To further elucidate genetic factors that influence refractive error, we analysed self-reported age of refractive error correction data from the UK Biobank European and perform genome-wide time-to-event analyses on the age of first spectacle wear (AFSW). Genome-wide proportional hazards ratio analyses were conducted in 340 318 European subjects. We subsequently assessed the similarities and differences in the genetic architectures of refractive error correction from different causes. All-cause AFSW was genetically strongly correlated (rg = −0.68) with spherical equivalent (the measured strength of spectacle lens required to correct the refractive error) and was used as a proxy for refractive error. Time-to-event analyses found genome-wide significant associations at 44 independent genomic loci, many of which (GJD2, LAMA2, etc.) were previously associated with refractive error. We also identified six novel regions associated with AFSW, the most significant of which was on chromosome 17q (P = 3.06 × 10−09 for rs55882072), replicating in an independent dataset. We found that genes associated with AFSW were significantly enriched for expression in central nervous system tissues and were involved in neurogenesis. This work demonstrates the merits of time-to-event study design in the genetic investigation of refractive error and contributes additional knowledge on its genetic risk factors in the general population.
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- 2021
50. Risk factors for previously undiagnosed primary open-angle glaucoma: the EPIC-Norfolk Eye Study
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Jennifer L.Y. Yip, Shabina Hayat, Michelle P.Y. Chan, Robert Luben, Kay-Tee Khaw, Anthony P Khawaja, David C Broadway, Paul J. Foster, Tunde Peto, Chan, Michelle PY [0000-0003-4058-4234], Khawaja, Anthony P [0000-0001-6802-8585], Luben, Robert [0000-0002-5088-6343], Peto, Tunde [0000-0001-6265-0381], and Apollo - University of Cambridge Repository
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Pediatrics ,medicine.medical_specialty ,Intraocular pressure ,Open angle glaucoma ,genetic structures ,Glaucoma ,EPIC ,Logistic regression ,Cohort Studies ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Tonometry, Ocular ,0302 clinical medicine ,Risk Factors ,Epidemiology ,Medicine ,Humans ,Prospective Studies ,Intraocular Pressure ,business.industry ,Public health ,medicine.disease ,Sensory Systems ,eye diseases ,Ophthalmology ,glaucoma ,Cross-Sectional Studies ,030221 ophthalmology & optometry ,epidemiology ,sense organs ,business ,030217 neurology & neurosurgery ,Glaucoma, Open-Angle ,Cohort study - Abstract
Background and aimUndiagnosed glaucoma is an invisible but important public health issue. At least half of glaucoma cases are estimated to be undiagnosed in western populations. The aim of this study is to examine risk factors for previously undiagnosed primary open-angle glaucoma (POAG).DesignCross-sectional study within the European Prospective Investigation of Cancer-Norfolk Eye Study, a large-scale cohort study in the UK.Participants314 study participants with POAG in either eye.MethodsLogistic regression was used to examine associations with previously undiagnosed POAG compared with previously diagnosed POAG. The factors examined included sociodemographic, ocular, physical and economic factors that could be barriers to eye care access.Results217 participants had previously diagnosed POAG and 107 participants were newly diagnosed with POAG during the study. After adjusting for covariables, the factors significantly associated with previously undiagnosed POAG were: a lower pretreatment intraocular pressure (IOP) (OR 0.71/mm Hg, 95% CI 0.63 to 0.80, pConclusionsThe risk factors for previously undiagnosed POAG identified in this study highlight the over-reliance on IOP level in glaucoma screening and the risk of missing glaucoma among lower IOP cases. It also suggests a role in improving glaucoma awareness in the community.
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- 2021
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