341 results on '"Andrew J, Lotery"'
Search Results
2. Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT.
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Arunava Chakravarty, Taha Emre, Dmitry A. Lachinov, Antoine Rivail, Hendrik P. N. Scholl, Lars Fritsche, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, and Hrvoje Bogunovic
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- 2024
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3. Spatiotemporal Representation Learning for Short and Long Medical Image Time Series.
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Chengzhi Shen, Martin J. Menten, Hrvoje Bogunovic, Ursula Schmidt-Erfurth, Hendrik P. N. Scholl, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, Paul Hager, and Robbie Holland
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- 2024
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4. Morph-SSL: Self-Supervision With Longitudinal Morphing for Forecasting AMD Progression From OCT Volumes.
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Arunava Chakravarty, Taha Emre, Oliver Leingang, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, and Hrvoje Bogunovic
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- 2024
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5. 3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression From Longitudinal OCTs.
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Taha Emre, Arunava Chakravarty, Antoine Rivail, Dmitry A. Lachinov, Oliver Leingang, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, and Hrvoje Bogunovic
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- 2024
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6. Home-monitoring for neovascular age-related macular degeneration in older adults within the UK: the MONARCH diagnostic accuracy study
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Ruth E Hogg, Robin Wickens, Sean O’Connor, Eleanor Gidman, Elizabeth Ward, Charlene Treanor, Tunde Peto, Ben Burton, Paul Knox, Andrew J Lotery, Sobha Sivaprasad, Michael Donnelly, Chris A Rogers, and Barnaby C Reeves
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age-related macular degeneration ,wet amd ,reactivation ,home monitoring ,diagnostic test accuracy ,self-assessment ,vision monitoring applications ,acceptability ,digital health ,mobile health ,mhealth ,diagnostic test accuracy study ,Medical technology ,R855-855.5 - Abstract
Background Most neovascular age-related macular degeneration treatments involve long-term follow-up of disease activity. Home monitoring would reduce the burden on patients and those they depend on for transport, and release clinic appointments for other patients. The study aimed to evaluate three home-monitoring tests for patients to use to detect active neovascular age-related macular degeneration compared with diagnosing active neovascular age-related macular degeneration by hospital follow-up. Objectives There were five objectives: Estimate the accuracy of three home-monitoring tests to detect active neovascular age-related macular degeneration. Determine the acceptability of home monitoring to patients and carers and adherence to home monitoring. Explore whether inequalities exist in recruitment, participants’ ability to self-test and their adherence to weekly testing during follow-up. Provide pilot data about the accuracy of home monitoring to detect conversion to neovascular age-related macular degeneration in fellow eyes of patients with unilateral neovascular age-related macular degeneration. Describe challenges experienced when implementing home-monitoring tests. Design Diagnostic test accuracy cohort study, stratified by time since starting treatment. Setting Six United Kingdom Hospital Eye Service macular clinics (Belfast, Liverpool, Moorfields, James Paget, Southampton, Gloucester). Participants Patients with at least one study eye being monitored by hospital follow-up. Reference standard Detection of active neovascular age-related macular degeneration by an ophthalmologist at hospital follow-up. Index tests KeepSight Journal: paper-based near-vision tests presented as word puzzles. MyVisionTrack®: electronic test, viewed on a tablet device. MultiBit: electronic test, viewed on a tablet device. Participants provided test scores weekly. Raw scores between hospital follow-ups were summarised as averages. Results Two hundred and ninety-seven patients (mean age 74.9 years) took part. At least one hospital follow-up was available for 317 study eyes, including 9 second eyes that became eligible during follow-up, in 261 participants (1549 complete visits). Median testing frequency was three times/month. Estimated areas under receiver operating curves were < 0.6 for all index tests, and only KeepSight Journal summary score was significantly associated with the lesion activity (odds ratio = 3.48, 95% confidence interval 1.09 to 11.13, p = 0.036). Older age and worse deprivation for home address were associated with lower participation (χ2 = 50.5 and 24.3, respectively, p 6 and < 42 months earlier. We tried to recruit equal numbers by time since starting treatment in the first-treated study eye (6–17 months; 18–29 months; 30–41 months) to ensure test performance was estimated across this range of duration of nAMD. Patients were followed for at least 6 months. Reference standard The reference standard was the reviewing ophthalmologist’s decision about the activity status of a study eye at a HES monitoring visit, recorded as active, inactive or uncertain. There were no additional hospital visits for the study. Such decisions are usually based on clinical examination and the results of hospital-based retinal imaging investigations, for example, colour fundus photographs and ocular coherence tomograms (OCTs). The reference standard grouped uncertain with inactive judgements for analyses. Index tests Three home-monitoring (‘index’) tests were evaluated, spanning low to moderate cost and complexity. These were: KeepSight Journal (KSJ): a paper-based booklet of near-vision tests presented as word puzzles developed in the United States and adapted by the study team for use in the study. MyVisionTrack® (mVT®): electronic vision test, intended to be viewed on a tablet device. MultiBit (MBT): electronic vision test, intended to be viewed on a tablet device. Specific thresholds indicating a significant clinical change were not provided for any of index tests in advance by their developers. Outcomes The primary outcome was classification of a study eye at a monitoring visit as having active or inactive disease (active, inactive, uncertain), that is, the reviewing ophthalmologist’s decision. A secondary outcome (new reference standard) for Objective A was a change from inactive to active status from one management visit to the next. This was considered better to represent how home monitoring might be implemented. For Objective C, outcomes investigated were willingness in principle to participate; ability to carry out index tests; adherence to weekly testing. For Objective D, the outcome was conversion of a fellow eye to active nAMD as judged by an ophthalmologist, that is, same reference standard. For Objective E, the following outcomes were described as measures of the technical and logistical challenges identified during the study: Frequency and reason for incoming calls made to the helpline and outgoing calls made to participants. Frequency and duration of events leading to the digital tests being unavailable for testing. Other technical and logistical challenges. Objective B study recruitment and data collection Recruitment to the qualitative component began 3 months after the monitoring for neovascular age-related macular degeneration reactivation at home (MONARCH) study began recruiting. During the consent process for participation in the study, patients could consent to further contact from the qualitative research team to discuss participation in the qualitative study. Maximum variation sampling ensured a range of perspectives were captured in relation to: age (young-old 50–69 years and older-old > 70 years), gender, one or both eyes with nAMD, time since first treatment (defined as above) and adherence to home monitoring (test data from the two electronic tests were used to categorise participants into ‘regular’ testers and ‘irregular’ testers). Patients who declined to participate in MONARCH but provided consent to be contacted about the qualitative study, informal ‘carers’, supporters or significant others in the lives of patients and healthcare professionals who interacted with participants at study sites visits were also approached to gather their perspectives about the acceptability of home monitoring. Statistical analysis Objective A: The test accuracy of index tests was estimated by fitting a logistic regression model to predict the reference standard from summary test scores for the interval between monitoring visits, adjusting for participants’ baseline data. Accuracy was estimated for the primary outcome using all index test data, data only for the 4 weeks preceding the monitoring visit, the reference standard based on reading centre decisions made from OCT images and for the secondary outcome. Test scores were summarised as: means (MBT and mVT); median (KSJ reported near visual acuity (VA), ordinal six-point scale); proportions (KSJ reported VA, Amsler grid and household object appearance reported worse than baseline vs. same or better). All four scores were fitted in the KSJ model and a single area under the receiving operator curve (AUROC) was estimated. Separate models were fitted for each test for the primary outcome, the two sensitivity analyses and the secondary outcome. Model performance was quantified by the odds ratio (OR) for the index test summary score(s) and the estimate of the AUROC and their respective confidence intervals (CIs). AUROCs were based on predicted probabilities calculated using only the fixed effects in the models. Sensitivity, specificity, positive and negative predictive values and 95% CIs were calculated using cut-off thresholds corresponding to Youden’s index for each model, which minimises overall misclassifications. Average test scores above and below the thresholds were also calculated. Analyses took account of the structure within the data, that is, the nesting of visits and eyes within patients. Objective B: All interviews were audio-recorded and transcribed. A directed content analysis approach based on deductive and inductive coding was used. NVivo version 12 was used to manage data and facilitate the analysis process, which, in summary, included the following stages: (1) independent transcription, (2) data familiarisation, (3) independent coding, (4) development of an analytical framework, (5) indexing, (6) charting and (7) interpreting data. Objective C: Willingness in principle to participate was defined as an approached eligible patient agreeing to attend a research visit for training. Ability to perform an index test was defined as the proportion of monitoring visits for which some valid index test data were available. Adherence was defined as the proportion of weeks between monitoring visits for which some valid data for an index test were available. The ability and adherence models were performed for each test separately at the level of the patient. Regression models estimated associations of age, sex, Index of Multiple Deprivation (IMD), stratum of time since first diagnosis and baseline visual acuity at diagnosis on the outcomes of willingness to participate, ability to perform tests and adherence to weekly testing; models for the latter two outcomes were fitted for each index test. Associations were reported with 95% CIs. Analyses of adherence and ability took account of nesting of visits within participants. Objective D: The test accuracy of the index tests for the reference standard of an ophthalmologist’s classification of a fellow eye as having active disease at a monitoring visit, that is, conversion to active nAMD, was estimated by the same methods as described for Objective A. Two sensitivity analyses were carried out: (1) the same reference standard but using test data only for the 4 weeks preceding the management visit and (2) the alternative reference standard of classification of a fellow eye having active disease based on reading centre grading of OCTs carried out during the monitoring visits. Objective E: This objective used descriptive summary descriptive statistics only. Results The study recruited 297 patients (consented participants) between 21 August 2018 and 31 March 2020. Half of recruited participants were first treated for nAMD 6–17 months before consenting, 28% 18–29 months before consenting and 22% 30–41 months before consenting. At the end of the study, data for at least one monitoring visit after starting to use the index monitoring tests were available for 357 study eyes in 297 patients. Data were available for at least one complete monitoring visit after starting to use the index monitoring tests for 317 study eyes of 261 patients. More participants were women (58.6%). Participants’ mean age was 74.9 (6.6) years [standard deviation (SD)]. The mean visual acuity of study eyes (better seeing eyes if participants had two study eyes) was 0.2 (0.2) Logarithm of the minimum angle of resolution (LogMAR) (SD). Objective A: Median testing frequency was three times per month. In the primary analysis, estimated AUROCs were < 0.6 for all index tests, and only KSJ summary score was significantly associated with the lesion activity (OR = 3.48, 95% CI 1.09 to 11.13; p = 0.036). Estimated AUROCs were < 0.6 for all tests in both sensitivity analyses and for the secondary outcome of change from inactive to active status between adjacent management visits. Objective B: Two overarching meta-themes emerged from the qualitative studies related to acceptance or non-acceptance of home monitoring. Meta-theme 1 encompassed four main themes: (1) the role of home monitoring; (2) suitability of procedures and instruments; (3) experience of home monitoring; and (4) feasibility of home monitoring in usual practice. Meta-theme 2 consisted of one main theme covering key inhibitors to acceptability. The main factors influencing acceptability included a participant’s understanding about the purpose of home monitoring and their experience of using it. While home monitoring was generally seen as a relatively straightforward exercise to undertake and non-burdensome, training and ongoing support were regarded as essential to its success. Home monitoring was acceptable to patients and its potential to reduce clinic visits during non-active treatment phases was recognised. Objective C: A minority of patients who were approached were willing in principle to participate. Increasing age and worse deprivation index for home address were associated with being unwilling in principle to participate (χ2 = 50.5 and 24.3, respectively, both p ≤ 0.001). Recruiting site was also associated with willingness in principle to participate, believed to be due to sites adopting different strategies for approaching and recruiting patients. Increasing age and worse deprivation were not consistently associated with either being able to self-monitor with the index tests or adherence to weekly testing (χ2 for all tests 0.08 for ability and adherence, except for worse IMD being associated with better adherence for the KSJ, χ2 = 12.15, p = 0.016). Recruiting site was also associated with being able to test and adhering to weekly testing. Objective D: There were 132 fellow eyes with data from 544 monitoring visits, 17 of which (12.9%) had nAMD recorded at one or more management visits over about 100 participant-years. This rate of conversion was higher than expected based on epidemiological studies of conversion rates in unaffected fellow eyes, potentially due to study eyes having had nAMD longer ago. Some predictors could not be fitted in models and estimates of associations were imprecise. The no-test model predicted conversion better than for Objective A (AUROC = 0.73) and electronic tests did not increase this (AUROCs = 0.73 and 0.76 for MBT and mVT, respectively). The estimated AUROC for the KSJ was 0.85, due to a strong positive association of the household object summary score with conversion (OR 15.3, p = 0.036). Objective E: Despite two-thirds of the population having previously used a smartphone, there were still a variety of challenges experienced with the electronic devices while testing at home that contributed to both reduced adherence and ultimately withdrawals from the study. Strengths and limitations The study had several strengths. Estimates of the diagnostic test accuracy of index tests were at low risk of bias: the study population was appropriate for the intended use of the tests, and summary test scores were not available to ophthalmologists providing the reference standard, which was judged after the index test data were collected. Limitations A smaller-than-planned sample size (less than half the target number of monitoring visits); nonetheless, 95% CIs for AUROCs were narrow (± 0.04) and estimates were able to rule out tests providing adequate accuracy for diagnosing active nAMD to enable patients to be monitored without hospital review. Tests were sometimes not available for technical reasons that were beyond the control of the research team. The study had no control over monitoring visits and participants are likely to have reported their subjective visual experience to their consultants, which might have influenced the reference standard. We could not define test thresholds a priori, and instead estimated AUROCs. We did not compare AUROCs for tests due to their poor accuracy. The ways in which patients were approached and screened varied across sites, generating a site effect in analyses of potential inequalities; variations may have reflected the pre-conceptions of research staff regarding the capabilities of patients to use the electronic tests. Conclusions Based on the detection of lesion activity assessed by clinicians in the clinic, we have shown that none of the index tests provides acceptable test accuracy for home monitoring in this context. Associations of increasing age and deprivation index for home address with unwillingness in principle to participate despite provision of hardware highlight the potential for inequality with interventions of the kind evaluated. While a proportion of nAMD patients are willing and interested in the potential for home monitoring, substantial practical and technological issues are encountered in the implementation of such, requiring a significant support infrastructure, including a study helpline. Future work Future research should focus on the methodological challenge of efficiently evaluating mobile health technologies which deal with constantly emerging new technology. The clear evidence of inequalities in participation and retention should prompt future research on ways to encourage participant and adoption of mobile health technologies by underserved populations. Focus should also be placed on methods to improve adherence and retention in longitudinal studies involving electronic testing, particularly around the nature of feedback to participants. Trial registration This trial is registered as ISRCTN79058224. Funding This award was funded by the National Institute of Health and Care Research (NIHR) Health Technology Assessment programme (NIHR award ref: 15/97/02) and is published in full in Health Technology Assessment; Vol. 28, No. 32. See the NIHR Funding and Awards website for further award information.
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- 2024
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7. Human equivalent doses of l-DOPA rescues retinal morphology and visual function in a murine model of albinism
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Aida Sanchez-Bretano, Eloise Keeling, Jennifer A. Scott, Savannah A. Lynn, Sudha Priya Soundara-Pandi, Sarah L. Macdonald, Tutte Newall, Helen Griffiths, Andrew J. Lotery, J. Arjuna Ratnayaka, Jay E. Self, and Helena Lee
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Medicine ,Science - Abstract
Abstract l-DOPA is deficient in the developing albino eye, resulting in abnormalities of retinal development and visual impairment. Ongoing retinal development after birth has also been demonstrated in the developing albino eye offering a potential therapeutic window in humans. To study whether human equivalent doses of l-DOPA/Carbidopa administered during the crucial postnatal period of neuroplasticity can rescue visual function, OCA C57BL/6 J-c2J OCA1 mice were treated with a 28-day course of oral l-DOPA/Carbidopa at 3 different doses from 15 to 43 days postnatal age (PNA) and for 3 different lengths of treatment, to identify optimum dosage and treatment length. Visual electrophysiology, acuity, and retinal morphology were measured at 4, 5, 6, 12 and 16 weeks PNA and compared to untreated C57BL/6 J (WT) and OCA1 mice. Quantification of PEDF, βIII-tubulin and syntaxin-3 expression was also performed. Our data showed impaired retinal morphology, decreased retinal function and lower visual acuity in untreated OCA1 mice compared to WT mice. These changes were diminished or eliminated when treated with higher doses of l-DOPA/Carbidopa. Our results demonstrate that oral l-DOPA/Carbidopa supplementation at human equivalent doses during the postnatal critical period of retinal neuroplasticity can rescue visual retinal morphology and retinal function, via PEDF upregulation and modulation of retinal synaptogenesis, providing a further step towards developing an effective treatment for albinism patients.
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- 2023
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8. Clustering Disease Trajectories in Contrastive Feature Space for Biomarker Proposal in Age-Related Macular Degeneration.
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Robbie Holland, Oliver Leingang, Christopher Holmes, Philipp Anders, Rebecca Kaye, Sophie Riedl, Johannes C. Paetzold, Ivan Ezhov, Hrvoje Bogunovic, Ursula Schmidt-Erfurth, Hendrik P. N. Scholl, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, and Martin J. Menten
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- 2023
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9. Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report.
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Taha Emre, Marzieh Oghbaie, Arunava Chakravarty, Antoine Rivail, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, and Hrvoje Bogunovic
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- 2023
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10. Specialist vision-language models for clinical ophthalmology.
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Robbie Holland, Thomas R. P. Taylor, Christopher Holmes, Sophie Riedl, Julia Mai, Maria Patsiamanidi, Dimitra Mitsopoulou, Paul Hager, Philip Müller, Hendrik P. N. Scholl, Hrvoje Bogunovic, Ursula Schmidt-Erfurth, Daniel Rueckert, Sobha Sivaprasad, Andrew J. Lotery, and Martin J. Menten
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- 2024
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11. Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4).
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Robbie Holland, Rebecca Kaye, Ahmed M. Hagag, Oliver Leingang, Thomas R. P. Taylor, Hrvoje Bogunovic, Ursula Schmidt-Erfurth, Hendrik P. N. Scholl, Daniel Rueckert, Andrew J. Lotery, Sobha Sivaprasad, and Martin J. Menten
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- 2024
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12. A laser-induced mouse model of progressive retinal degeneration with central sparing displays features of parafoveal geographic atrophy
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Adnan H. Khan, Sudha Priya Soundara Pandi, Jennifer A. Scott, Aida Sánchez-Bretaño, Savannah A. Lynn, J. Arjuna Ratnayaka, Jessica L. Teeling, and Andrew J. Lotery
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Medicine ,Science - Abstract
Abstract There are no disease-modifying treatments available for geographic atrophy (GA), the advanced form of dry age-related macular degeneration. Current murine models fail to fully recapitulate the features of GA and thus hinder drug discovery. Here we describe a novel mouse model of retinal degeneration with hallmark features of GA. We used an 810 nm laser to create a retinal lesion with central sparing (RLCS), simulating parafoveal atrophy observed in patients with progressive GA. Laser-induced RLCS resulted in progressive GA-like pathology with the development of a confluent atrophic lesion. We demonstrate significant changes to the retinal structure and thickness in the central unaffected retina over a 24-week post-laser period, confirmed by longitudinal optical coherence tomography scans. We further show characteristic features of progressive GA, including a gradual reduction in the thickness of the central, unaffected retina and of total retinal thickness. Histological changes observed in the RLCS correspond to GA pathology, which includes the collapse of the outer nuclear layer, increased numbers of GFAP + , CD11b + and FcγRI + cells, and damage to cone and rod photoreceptors. We demonstrate a laser-induced mouse model of parafoveal GA progression, starting at 2 weeks post-laser and reaching confluence at 24 weeks post-laser. This 24-week time-frame in which GA pathology develops, provides an extended window of opportunity for proof-of-concept evaluation of drugs targeting GA. This time period is an added advantage compared to several existing models of geographic atrophy.
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- 2023
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13. Exploring Healthy Retinal Aging with Deep Learning
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Martin J. Menten, PhD, Robbie Holland, MSc, Oliver Leingang, PhD, Hrvoje Bogunović, PhD, Ahmed M. Hagag, MD, Rebecca Kaye, MD, Sophie Riedl, MD, Ghislaine L. Traber, MD, Osama N. Hassan, MSc, Nick Pawlowski, PhD, Ben Glocker, PhD, Lars G. Fritsche, PhD, Hendrik P.N. Scholl, MD, Sobha Sivaprasad, MD, Ursula Schmidt-Erfurth, MD, Daniel Rueckert, PhD, and Andrew J. Lotery, MD
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Aging ,Biomarker discovery ,Deep learning ,Machine learning ,Retina ,Ophthalmology ,RE1-994 - Abstract
Purpose: To study the individual course of retinal changes caused by healthy aging using deep learning. Design: Retrospective analysis of a large data set of retinal OCT images. Participants: A total of 85 709 adults between the age of 40 and 75 years of whom OCT images were acquired in the scope of the UK Biobank population study. Methods: We created a counterfactual generative adversarial network (GAN), a type of neural network that learns from cross-sectional, retrospective data. It then synthesizes high-resolution counterfactual OCT images and longitudinal time series. These counterfactuals allow visualization and analysis of hypothetical scenarios in which certain characteristics of the imaged subject, such as age or sex, are altered, whereas other attributes, crucially the subject’s identity and image acquisition settings, remain fixed. Main Outcome Measures: Using our counterfactual GAN, we investigated subject-specific changes in the retinal layer structure as a function of age and sex. In particular, we measured changes in the retinal nerve fiber layer (RNFL), combined ganglion cell layer plus inner plexiform layer (GCIPL), inner nuclear layer to the inner boundary of the retinal pigment epithelium (INL-RPE), and retinal pigment epithelium (RPE). Results: Our counterfactual GAN is able to smoothly visualize the individual course of retinal aging. Across all counterfactual images, the RNFL, GCIPL, INL-RPE, and RPE changed by −0.1 μm ± 0.1 μm, −0.5 μm ± 0.2 μm, −0.2 μm ± 0.1 μm, and 0.1 μm ± 0.1 μm, respectively, per decade of age. These results agree well with previous studies based on the same cohort from the UK Biobank population study. Beyond population-wide average measures, our counterfactual GAN allows us to explore whether the retinal layers of a given eye will increase in thickness, decrease in thickness, or stagnate as a subject ages. Conclusion: This study demonstrates how counterfactual GANs can aid research into retinal aging by generating high-resolution, high-fidelity OCT images, and longitudinal time series. Ultimately, we envision that they will enable clinical experts to derive and explore hypotheses for potential imaging biomarkers for healthy and pathologic aging that can be refined and tested in prospective clinical trials. Financial Disclosure(s): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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- 2023
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14. Metadata-enhanced contrastive learning from retinal optical coherence tomography images.
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Robbie Holland, Oliver Leingang, Hrvoje Bogunovic, Sophie Riedl, Lars Fritsche, Toby Prevost, Hendrik P. N. Scholl, Ursula Schmidt-Erfurth, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, and Martin J. Menten
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- 2024
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15. Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD Progression from OCT.
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Arunava Chakravarty, Taha Emre, Oliver Leingang, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, and Hrvoje Bogunovic
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- 2023
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16. Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration.
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Robbie Holland, Oliver Leingang, Christopher Holmes, Philipp Anders, Johannes C. Paetzold, Rebecca Kaye, Sophie Riedl, Hrvoje Bogunovic, Ursula Schmidt-Erfurth, Lars Fritsche, Hendrik P. N. Scholl, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, and Martin J. Menten
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- 2023
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17. Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT.
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Taha Emre, Marzieh Oghbaie, Arunava Chakravarty, Antoine Rivail, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, and Hrvoje Bogunovic
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- 2023
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18. 3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs.
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Taha Emre, Arunava Chakravarty, Antoine Rivail, Dmitrii A. Lachinov, Oliver Leingang, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, and Hrvoje Bogunovic
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- 2023
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19. Deep Learning Prediction Of Age And Sex From Optical Coherence Tomography.
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Osama N. Hassan, Martin J. Menten, Hrvoje Bogunovic, Ursula Schmidt-Erfurth, Andrew J. Lotery, and Daniel Rueckert
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- 2021
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20. Macular thickness varies with age-related macular degeneration genetic risk variants in the UK Biobank cohort
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Rebecca A. Kaye, Karina Patasova, Praveen J. Patel, Pirro Hysi, Andrew J. Lotery, and The UK Biobank Eye and Vision Consortium
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Medicine ,Science - Abstract
Abstract To evaluate the influence AMD risk genomic variants have on macular thickness in the normal population. UK Biobank participants with no significant ocular history were included using the UK Biobank Resource (project 2112). Spectral-domain optical coherence tomography (SD-OCT) images were taken and segmented to define retinal layers. The influence of AMD risk single-nucleotide polymorphisms (SNP) on retinal layer thickness was analysed. AMD risk associated SNPs were strongly associated with outer-retinal layer thickness. The inner-segment outer segment (ISOS)-retinal pigment epithelium (RPE) thickness measurement, representing photoreceptor outer segments was most significantly associated with the cumulative polygenic risk score, composed of 33 AMD-associated variants, resulting in a decreased thickness (p = 1.37 × 10–67). Gene–gene interactions involving the NPLOC4-TSPAN10 SNP rs6565597 were associated with significant changes in outer retinal thickness. Thickness of outer retinal layers is highly associated with the presence of risk AMD SNPs. Specifically, the ISOS-RPE measurement. Changes to ISOS-RPE thickness are seen in clinically normal individuals with AMD risk SNPs suggesting structural changes occur at the macula prior to the onset of disease symptoms or overt clinical signs.
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- 2021
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21. A novel method for real-time analysis of the complement C3b:FH:FI complex reveals dominant negative CFI variants in age-related macular degeneration
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Thomas M. Hallam, Thomas E. Cox, Kate Smith-Jackson, Vicky Brocklebank, April J. Baral, Nikolaos Tzoumas, David H. Steel, Edwin K. S. Wong, Victoria G. Shuttleworth, Andrew J. Lotery, Claire L. Harris, Kevin J. Marchbank, and David Kavanagh
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AMD (age-related macular degeneration) ,aHUS (atypical haemolytic uraemic syndrome) ,Factor I ,Factor H ,Complement ,Surface plasmon resonance ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Age-related macular degeneration (AMD) is linked to 2 main disparate genetic pathways: a chromosome 10 risk locus and the alternative pathway (AP) of complement. Rare genetic variants in complement factor H (CFH; FH) and factor I (CFI; FI) are associated with AMD. FH acts as a soluble cofactor to facilitate FI’s cleavage and inactivation of the central molecule of the AP, C3b. For personalised treatment, sensitive assays are required to define the functional significance of individual AP genetic variants. Generation of recombinant FI for functional analysis has thus far been constrained by incomplete processing resulting in a preparation of active and inactive protein. Using an internal ribosomal entry site (IRES)-Furin-CFI expression vector, fully processed FI was generated with activity equivalent to serum purified FI. By generating FI with an inactivated serine protease domain (S525A FI), a real-time surface plasmon resonance assay of C3b:FH:FI complex formation for characterising variants in CFH and CFI was developed and correlated well with standard assays. Using these methods, we further demonstrate that patient-associated rare genetic variants lacking enzymatic activity (e.g. CFI I340T) may competitively inhibit the wild-type FI protein. The dominant negative effect identified in inactive factor I variants could impact on the pharmacological replacement of FI currently being investigated for the treatment of dry AMD.
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- 2022
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22. The STArgardt Remofuscin Treatment Trial (STARTT): design and baseline characteristics of enrolled Stargardt patients [version 3; peer review: 2 approved]
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Philipp T. Möller, Patty P.A. Dhooge, Andrew J. Lotery, Camiel J.F. Boon, Maurizio Battaglia Parodi, Philipp Herrmann, Mario G. Fsadni, Wolfgang Klein, Oliver Jungmann, Thomas H. Wheeler-Schilling, Frank G. Holz, Hans Müller, Tobias M. Peters, Steffen Schmitz-Valckenberg, Carel B. Hoyng, and Katarina Stingl
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Stargardt disease ,STGD1 ,ABCA4 ,Remofuscin ,Soraprazan ,qAF ,eng ,Science ,Social Sciences - Abstract
Background: This report describes the study design and baseline characteristics of patients with Stargardt disease (STGD1) enrolled in the STArgardt Remofuscin Treatment Trial (STARTT). Methods: In total, 87 patients with genetically confirmed STGD1 were randomized in a double-masked, placebo-controlled proof of concept trial to evaluate the safety and efficacy of 20 milligram oral remofuscin for 24 months. The primary outcome measure is change in mean quantitative autofluorescence value of an 8-segment ring centred on the fovea (qAF8). Secondary efficacy variables are best corrected visual acuity (BCVA), low-luminance visual acuity (LLVA), mesopic microperimetry (mMP), spectral domain optical coherence tomography (SD-OCT), reading speed on Radner reading charts, and patient-reported visual function as assessed by the National Eye Institute Visual Functioning Questionnaire 25 (NEI VFQ-25) and Functional Reading Independence (FRI) Index. Results: Mean age of participants was 35±11 years with 49 (56%) female. Median qAF8 value was 438 Units (range 210-729). Median BCVA and LLVA in decimal units were 0.50 (range 0.13-0.80) and 0.20 (range 0.06-0.63), respectively. The median of the mean retinal sensitivity with mMP was 20.4 dB (range 0.0-28.8). SD-OCT showed median central subfield retinal thickness of 142 µm (range 72-265) and median macular volume of 1.65 mm3 (range 1.13-2.19). Compared to persons without vision impairment, both reading performance and patient-reported visual function were significantly lower (p
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- 2022
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23. Beyond the Complement Cascade: Insights into Systemic Immunosenescence and Inflammaging in Age-Related Macular Degeneration and Current Barriers to Treatment
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Adnan H. Khan, Itay Chowers, and Andrew J. Lotery
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immunosenescence ,inflammaging ,age-related macular degeneration ,macular degeneration ,senolytics ,Cytology ,QH573-671 - Abstract
Landmark genetic studies have revealed the effect of complement biology and its regulation on the pathogenesis of age-related macular degeneration (AMD). Limited phase 3 clinical trial data showing a benefit of complement inhibition in AMD raises the prospect of more complex mediators at play. Substantial evidence supports the role of para-inflammation in maintaining homeostasis in the retina and choroid. With increasing age, a decline in immune system regulation, known as immunosenescence, has been shown to alter the equilibrium maintained by para-inflammation. The altered equilibrium results in chronic, sterile inflammation with aging, termed ‘inflammaging’, including in the retina and choroid. The chronic inflammatory state in AMD is complex, with contributions from cells of the innate and adaptive branches of the immune system, sometimes with overlapping features, and the interaction of their secretory products with retinal cells such as microglia and retinal pigment epithelium (RPE), extracellular matrix and choroidal vascular endothelial cells. In this review, the chronic inflammatory state in AMD will be explored by immune cell type, with a discussion of factors that will need to be overcome in the development of curative therapies.
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- 2023
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24. Genome-wide meta-analysis identifies 127 open-angle glaucoma loci with consistent effect across ancestries
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Puya Gharahkhani, Eric Jorgenson, Pirro Hysi, Anthony P. Khawaja, Sarah Pendergrass, Xikun Han, Jue Sheng Ong, Alex W. Hewitt, Ayellet V. Segrè, John M. Rouhana, Andrew R. Hamel, Robert P. Igo, Helene Choquet, Ayub Qassim, Navya S. Josyula, Jessica N. Cooke Bailey, Pieter W. M. Bonnemaijer, Adriana Iglesias, Owen M. Siggs, Terri L. Young, Veronique Vitart, Alberta A. H. J. Thiadens, Juha Karjalainen, Steffen Uebe, Ronald B. Melles, K. Saidas Nair, Robert Luben, Mark Simcoe, Nishani Amersinghe, Angela J. Cree, Rene Hohn, Alicia Poplawski, Li Jia Chen, Shi-Song Rong, Tin Aung, Eranga Nishanthie Vithana, NEIGHBORHOOD consortium, ANZRAG consortium, Biobank Japan project, FinnGen study, UK Biobank Eye and Vision Consortium, GIGA study group, and Me Research Team, Gen Tamiya, Yukihiro Shiga, Masayuki Yamamoto, Toru Nakazawa, Hannah Currant, Ewan Birney, Xin Wang, Adam Auton, Michelle K. Lupton, Nicholas G. Martin, Adeyinka Ashaye, Olusola Olawoye, Susan E. Williams, Stephen Akafo, Michele Ramsay, Kazuki Hashimoto, Yoichiro Kamatani, Masato Akiyama, Yukihide Momozawa, Paul J. Foster, Peng T. Khaw, James E. Morgan, Nicholas G. Strouthidis, Peter Kraft, Jae H. Kang, Chi Pui Pang, Francesca Pasutto, Paul Mitchell, Andrew J. Lotery, Aarno Palotie, Cornelia van Duijn, Jonathan L. Haines, Chris Hammond, Louis R. Pasquale, Caroline C. W. Klaver, Michael Hauser, Chiea Chuen Khor, David A. Mackey, Michiaki Kubo, Ching-Yu Cheng, Jamie E. Craig, Stuart MacGregor, and Janey L. Wiggs
- Subjects
Science - Abstract
Primary open-angle glaucoma (POAG) is highly heritable, yet not well understood from a genetic perspective. Here, the authors perform a meta-analysis of genome-wide association studies in 34,179 POAG cases, identifying 44 previously unreported risk loci and mapping effects across multiple ethnicities.
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- 2021
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25. Metadata-enhanced contrastive learning from retinal optical coherence tomography images.
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Robbie Holland, Oliver Leingang, Hrvoje Bogunovic, Sophie Riedl, Lars Fritsche, Toby Prevost, Hendrik P. N. Scholl, Ursula Schmidt-Erfurth, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, and Martin J. Menten
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- 2022
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26. A small gene sequencing panel realises a high diagnostic rate in patients with congenital nystagmus following basic phenotyping
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Luke O’Gorman, Chelsea S. Norman, Luke Michaels, Tutte Newall, Andrew H. Crosby, Christopher Mattocks, Angela J. Cree, Andrew J. Lotery, Emma L. Baple, J. Arjuna Ratnayaka, Diana Baralle, Helena Lee, Daniel Osborne, Fatima Shawkat, Jane Gibson, Sarah Ennis, and Jay E. Self
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Medicine ,Science - Abstract
Abstract Nystagmus is a disorder of uncontrolled eye movement and can occur as an isolated trait (idiopathic INS, IINS) or as part of multisystem disorders such as albinism, significant visual disorders or neurological disease. Eighty-one unrelated patients with nystagmus underwent routine ocular phenotyping using commonly available phenotyping methods and were grouped into four sub-cohorts according to the level of phenotyping information gained and their findings. DNA was extracted and sequenced using a broad utility next generation sequencing (NGS) gene panel. A clinical subpanel of genes for nystagmus/albinism was utilised and likely causal variants were prioritised according to methods currently employed by clinical diagnostic laboratories. We determine the likely underlying genetic cause for 43.2% of participants with similar yields regardless of prior phenotyping. This study demonstrates that a diagnostic workflow combining basic ocular phenotyping and a clinically available targeted NGS panel, can provide a high diagnostic yield for patients with infantile nystagmus, enabling access to disease specific management at a young age and reducing the need for multiple costly, often invasive tests. By describing diagnostic yield for groups of patients with incomplete phenotyping data, it also permits the subsequent design of ‘real-world’ diagnostic workflows and illustrates the changing role of genetic testing in modern diagnostic workflows for heterogeneous ophthalmic disorders.
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- 2019
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27. AAV2/8 Anti-angiogenic Gene Therapy Using Single-Chain Antibodies Inhibits Murine Choroidal Neovascularization
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Chris P. Hughes, Neil M.J. O’Flynn, Maureen Gatherer, Michelle E. McClements, Jennifer A. Scott, Robert E. MacLaren, Srinivas Goverdhan, Martin J. Glennie, and Andrew J. Lotery
- Subjects
Genetics ,QH426-470 ,Cytology ,QH573-671 - Abstract
While anti-angiogenic therapies for wet age-related macular degeneration (AMD) are effective for many patients, they require multiple injections and are expensive and prone to complications. Gene therapy could be an elegant solution for this problem by providing a long-term source of anti-angiogenic proteins after a single administration. Another potential issue with current therapeutic proteins containing a fragment crystallizable (Fc) domain (such as whole antibodies like bevacizumab) is the induction of an unwanted immune response. In wet AMD, a low level of inflammation is already present, so to avoid exacerbation of disease by the therapeutic protein, we propose single-chain fragment variable (scFv) antibodies, which lack the Fc domain, as a safer alternative. To investigate the feasibility of this, anti-vascular endothelial growth factor (VEGF)-blocking antibodies in two formats were produced and tested in vitro and in vivo. The scFv transgene was then cloned into an adeno-associated virus (AAV) vector. A therapeutic effect in a mouse model of choroidal neovascularization (CNV) was demonstrated with antibodies in both scFv and immunoglobulin G1 (IgG1) formats (p < 0.04). Importantly, the scFv anti-VEGF antibody expressed from an AAV vector also had a significant beneficial effect (p = 0.02), providing valuable preclinical data for future translation to the clinic. Keywords: AAV, vector, gene therapy, AMD, CNV mouse model, anti-VEGF scFv antibodies, single-chain, angiogenesis
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- 2019
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28. The Natural History of Leber Congenital Amaurosis and Cone–Rod Dystrophy Associated with Variants in the GUCY2D Gene
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Leo C. Hahn, Michalis Georgiou, Hind Almushattat, Mary J. van Schooneveld, Emanuel R. de Carvalho, Nieneke L. Wesseling, Jacoline B. ten Brink, Ralph J. Florijn, Birgit I. Lissenberg-Witte, Ine Strubbe, Caroline van Cauwenbergh, Julie de Zaeytijd, Sophie Walraedt, Elfride de Baere, Rajarshi Mukherjee, Martin McKibbin, Magda A. Meester-Smoor, Alberta A.H.J. Thiadens, Saoud Al-Khuzaei, Engin Akyol, Andrew J. Lotery, Maria M. van Genderen, Jeannette Ossewaarde-van Norel, L. Ingeborgh van den Born, Carel B. Hoyng, Caroline C.W. Klaver, Susan M. Downes, Arthur A. Bergen, Bart P. Leroy, Michel Michaelides, Camiel J.F. Boon, Ophthalmology, Adult Psychiatry, Human Genetics, ANS - Complex Trait Genetics, ARD - Amsterdam Reproduction and Development, Epidemiology and Data Science, APH - Methodology, Human genetics, and Netherlands Institute for Neuroscience (NIN)
- Subjects
genetic structures ,Cone-rod dystrophy ,Inherited retinal dystrophies ,Vision Disorders ,Visual Acuity ,BIOSTATISTICS ,PHENOTYPE ,EYE ,Leber congenital amaurosis ,eye diseases ,Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12] ,Cone–rod dystrophy ,Ophthalmology ,VISION ,TRIALS ,Phenotype ,GUCY2D ,Medicine and Health Sciences ,Humans ,sense organs ,TUTORIAL ,MUTATION ,Cone-Rod Dystrophies ,Retrospective Studies - Abstract
Objective: To describe the spectrum of Leber congenital amaurosis (LCA) and cone-rod dystrophy (CORD) associated with the GUCY2D gene and to identify potential end points and optimal patient selection for future therapeutic trials.Design: International, multicenter, retrospective cohort study.Subjects: Eighty-two patients with GUCY2D-associated LCA or CORD from 54 families.Methods: Medical records were reviewed for medical history, best-corrected visual acuity (BCVA), ophthalmoscopy, visual fields, full-field electroretinography, and retinal imaging (fundus photography, spectral -domain OCT [SD-OCT], fundus autofluorescence).Main Outcomes Measures: Age of onset, evolution of BCVA, genotype-phenotype correlations, anatomic characteristics on funduscopy, and multimodal imaging.Results: Fourteen patients with autosomal recessive LCA and 68 with autosomal dominant CORD were included. The median follow-up times were 5.2 years (interquartile range [IQR] 2.6-8.8 years) for LCA and 7.2 years (IQR 2.2-14.2 years) for CORD. Generally, LCA presented in the first year of life. The BCVA in patients with LCA ranged from no light perception to 1.00 logarithm of the minimum angle of resolution (logMAR) and remained relatively stable during follow-up. Imaging for LCA was limited but showed little to no structural degeneration. In patients with CORD, progressive vision loss started around the second decade of life. The BCVA declined annually by 0.022 logMAR (P < 0.001) with no difference between patients with the c.2513G>A and the c.2512C>T GUCY2D variants (P = 0.798). At the age of 40 years, the probability of being blind or severely visually impaired was 32%. The integrity of the ellipsoid zone (EZ) and that of the external limiting membrane (ELM) on SD-OCT correlated signifi-cantly with BCVA (Spearman r = 0.744, P = 0.001, and r = 0.712, P < 0.001, respectively) in those with CORD.Conclusions: Leber congenital amaurosis associated with GUCY2D caused severe congenital visual impairment with relatively intact macular anatomy on funduscopy and available imaging, suggesting long pres-ervation of photoreceptors. Despite large variability, GUCY2D-associated CORD generally presented during adolescence, with a progressive loss of vision, and culminated in severe visual impairment during mid-to-late adulthood. The integrity of the ELM and EZ may be suitable structural end points for therapeutic studies of GUCY2D-associated CORD. Ophthalmology Retina 2022;6:711-722 (c) 2022 by the American Academy of Ophthalmology. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/ licenses/by-nc-nd/4.0/).
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- 2022
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29. A convenient protocol for establishing a human cell culture model of the outer retina. [version 1; referees: 2 approved]
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Savannah A. Lynn, Eloise Keeling, Jennifer M. Dewing, David A. Johnston, Anton Page, Angela J. Cree, David A. Tumbarello, Tracey A. Newman, Andrew J. Lotery, and J. Arjuna Ratnayaka
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Method Article ,Articles ,Retinal Pigment Epithelium (RPE) ,In-vitro ,Cell culture ,Disease modelling ,Retinopathy - Abstract
The retinal pigment epithelium (RPE) plays a key role in the pathogenesis of several blinding retinopathies. Alterations to RPE structure and function are reported in Age-related Macular Degeneration, Stargardt and Best disease as well as pattern dystrophies. However, the precise role of RPE cells in disease aetiology remains incompletely understood. Many studies into RPE pathobiology have utilised animal models, which only recapitulate limited disease features. Some studies are also difficult to carry out in animals as the ocular space remains largely inaccessible to powerful microscopes. In contrast, in-vitro models provide an attractive alternative to investigating pathogenic RPE changes associated with age and disease. In this article we describe the step-by-step approach required to establish an experimentally versatile in-vitro culture model of the outer retina incorporating the RPE monolayer and supportive Bruch’s membrane (BrM). We show that confluent monolayers of the spontaneously arisen human ARPE-19 cell-line cultured under optimal conditions reproduce key features of native RPE. These models can be used to study dynamic, intracellular and extracellular pathogenic changes using the latest developments in microscopy and imaging technology. We also discuss how RPE cells from human foetal and stem-cell derived sources can be incorporated alongside sophisticated BrM substitutes to replicate the aged/diseased outer retina in a dish. The work presented here will enable users to rapidly establish a realistic in-vitro model of the outer retina that is amenable to a high degree of experimental manipulation which will also serve as an attractive alternative to using animals. This in-vitro model therefore has the benefit of achieving the 3Rs objective of reducing and replacing the use of animals in research. As well as recapitulating salient structural and physiological features of native RPE, other advantages of this model include its simplicity, rapid set-up time and unlimited scope for detailed single-cell resolution and matrix studies.
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- 2018
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30. The complexities underlying age-related macular degeneration: could amyloid beta play an important role?
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Savannah A Lynn, Eloise Keeling, Rosie Munday, Gagandeep Gabha, Helen Griffiths, Andrew J Lotery, and J Arjuna Ratnayaka
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amyloid beta (Aβ) ,retinal neurons ,retina ,mouse models ,age related macular degeneration (AMD) ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Age-related macular degeneration (AMD) causes irreversible loss of central vision for which there is no effective treatment. Incipient pathology is thought to occur in the retina for many years before AMD manifests from midlife onwards to affect a large proportion of the elderly. Although genetic as well as non-genetic/environmental risks are recognized, its complex aetiology makes it difficult to identify susceptibility, or indeed what type of AMD develops or how quickly it progresses in different individuals. Here we summarize the literature describing how the Alzheimer's-linked amyloid beta (Aβ) group of misfolding proteins accumulate in the retina. The discovery of this key driver of Alzheimer's disease in the senescent retina was unexpected and surprising, enabling an altogether different perspective of AMD. We argue that Aβ fundamentally differs from other substances which accumulate in the ageing retina, and discuss our latest findings from a mouse model in which physiological amounts of Aβ were subretinally-injected to recapitulate salient features of early AMD within a short period. Our discoveries as well as those of others suggest the pattern of Aβ accumulation and pathology in donor aged/AMD tissues are closely reproduced in mice, including late-stage AMD phenotypes, which makes them highly attractive to study dynamic aspects of Aβ-mediated retinopathy. Furthermore, we discuss our findings revealing how Aβ behaves at single-cell resolution, and consider the long-term implications for neuroretinal function. We propose Aβ as a key element in switching to a diseased retinal phenotype, which is now being used as a biomarker for late-stage AMD.
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- 2017
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31. Rare complement factor I variants associated with reduced macular thickness and age-related macular degeneration in the UK Biobank
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Nikolaos Tzoumas, David Kavanagh, Heather J Cordell, Andrew J Lotery, Praveen J Patel, and David H Steel
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Genotype ,Fibrinogen ,General Medicine ,Polymorphism, Single Nucleotide ,United Kingdom ,eye diseases ,Macular Degeneration ,Complement Factor I ,Complement Factor H ,Genetics ,Humans ,sense organs ,Molecular Biology ,Genetics (clinical) ,Biological Specimen Banks - Abstract
To evaluate potential diagnostic and therapeutic biomarkers for age-related macular degeneration (AMD), we identified 8433 UK Biobank participants with rare complement Factor I gene (CFI) variants, 579 with optical coherence tomography-derived macular thickness data. We stratified these variants by predicted gene expression and measured their association with retinal pigment epithelium-Bruch’s membrane (RPE-BM) complex and retinal thicknesses at nine macular subfields, as well as AMD risk, using multivariable regression models adjusted for the common complement Factor H gene (CFH) p.Y402H and age-related maculopathy susceptibility protein 2 gene (ARMS2) p.A69S risk genotypes. CFI variants associated with low Factor I levels predicted a thinner mean RPE-BM (95% confidence interval [CI] −1.66 to −0.37 μm, P = 0.002) and retina (95% CI −5.88 to −0.13 μm, P = 0.04) and a higher AMD risk (odds ratio [OR] = 2.26, 95% CI 1.56 to 3.27, P
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- 2022
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32. Impact of the ongoing worldwide shortage of verteporfin (Visudyne®) on the visual function of patients with chronic central serous chorioretinopathy
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Chrysanthi Tsika, Moin D. Mohamed, and Andrew J. Lotery
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Ophthalmology ,General Medicine - Published
- 2023
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33. Exploring healthy retinal aging with deep learning
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Martin J. Menten, Robbie Holland, Oliver Leingang, Hrvoje Bogunović, Ahmed M. Hagag, Rebecca Kaye, Sophie Riedl, Ghislaine L. Traber, Osama N. Hassan, Nick Pawlowski, Ben Glocker, Lars G. Fritsche, Hendrik P.N. Scholl, Sobha Sivaprasad, Ursula Schmidt-Erfurth, Daniel Rueckert, and Andrew J. Lotery
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General Medicine - Abstract
PurposeTo study the individual course of retinal changes caused by healthy aging using deep learning.DesignRetrospective analysis of a large dataset of retinal optical coherence tomography (OCT) images.ParticipantsEighty-five thousand seven hundred and nine adults between the age of 40 and 75 years of whom OCT images were acquired in the scope of the UK Biobank population study.MethodsWe created a counterfactual generative adversarial network (GAN), a type of neural network, that learns from cross-sectional, retrospective data. It then synthesizes high-resolution counterfactual OCT images and longitudinal time series. These counterfactuals allow visualization and analysis of hypothetical scenarios in which certain characteristics of the imaged subject, such as age or sex, are altered while other attributes, crucially the subject’s identity and image acquisition settings, remain fixed.Main Outcome MeasuresUsing our counterfactual GAN, we investigated subject-specific changes to the retinal layer structure as a function of age and sex. In particular, we measured changes to the retinal nerve fiber layer (RNFL), combined ganglion cell layer plus inner plexiform layer (GCIPL), inner nuclear layer to inner boundary of retinal pigment epithelium (INL-RPE) and retinal pigment epithelium (RPE).ResultsOur counterfactual GAN is able to smoothly visualize the individual course of retinal aging. Across all counterfactual images, the RNFL, GCIPL, INL-RPE and RPE changed by −0.1μm ± 0.1μm, −0.5μm ± 0.2μm, −0.2μm ± 0.1μm and 0.1μm ± 0.1μm, respectively, per decade of age. These results agree well with previous studies based on the same cohort from the UK Biobank population study. Beyond population-wide average measures, our counterfactual GAN allows us to explore whether the retinal layers of a given eye will increase in thickness, decrease in thickness or stagnate as a subject ages.ConclusionsThis study demonstrates how counterfactual GANs can aid research into retinal aging by generating high-resolution, high-fidelity OCT images and longitudinal time series. Ultimately, we envision that they will enable clinical experts to derive and explore hypotheses for potential imaging biomarkers for healthy and pathological aging that can be refined and tested in prospective clinical trials.
- Published
- 2023
34. Oligomeric Aβ1-42 Induces an AMD-Like Phenotype and Accumulates in Lysosomes to Impair RPE Function
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Savannah A. Lynn, David A. Johnston, Jenny A. Scott, Rosie Munday, Roshni S. Desai, Eloise Keeling, Ruaridh Weaterton, Alexander Simpson, Dillon Davis, Thomas Freeman, David S. Chatelet, Anton Page, Angela J. Cree, Helena Lee, Tracey A. Newman, Andrew J. Lotery, and J. Arjuna Ratnayaka
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retinal pigment epithelium (RPE) ,amyloid beta (Aβ) ,age-related macular degeneration (AMD) ,aging ,autophagy–lysosomal pathway ,sight loss ,Cytology ,QH573-671 - Abstract
Alzheimer’s disease-associated amyloid beta (Aβ) proteins accumulate in the outer retina with increasing age and in eyes of age-related macular degeneration (AMD) patients. To study Aβ-induced retinopathy, wild-type mice were injected with nanomolar human oligomeric Aβ1-42, which recapitulate the Aβ burden reported in human donor eyes. In vitro studies investigated the cellular effects of Aβ in endothelial and retinal pigment epithelial (RPE) cells. Results show subretinal Aβ-induced focal AMD-like pathology within 2 weeks. Aβ exposure caused endothelial cell migration, and morphological and barrier alterations to the RPE. Aβ co-localized to late-endocytic compartments of RPE cells, which persisted despite attempts to clear it through upregulation of lysosomal cathepsin B, revealing a novel mechanism of lysosomal impairment in retinal degeneration. The rapid upregulation of cathepsin B was out of step with the prolonged accumulation of Aβ within lysosomes, and contrasted with enzymatic responses to internalized photoreceptor outer segments (POS). Furthermore, RPE cells exposed to Aβ were identified as deficient in cargo-carrying lysosomes at time points that are critical to POS degradation. These findings imply that Aβ accumulation within late-endocytic compartments, as well as lysosomal deficiency, impairs RPE function over time, contributing to visual defects seen in aging and AMD eyes.
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- 2021
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35. The disparity between funding for eye research vs. the high cost of sight-loss in the UK
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Jennifer M. Dewing, Andrew J. Lotery, and J. Arjuna Ratnayaka
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Ophthalmology - Published
- 2022
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36. A novel, wearable, electronic visual aid to assist those with reduced peripheral vision.
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Ffion E Brown, Janice Sutton, Ho M Yuen, Dylan Green, Spencer Van Dorn, Terry Braun, Angela J Cree, Stephen R Russell, and Andrew J Lotery
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Medicine ,Science - Abstract
PURPOSE:To determine whether visual-tactile sensory substitution utilizing the Low-vision Enhancement Optoelectronic (LEO) Belt prototype is suitable as a new visual aid for those with reduced peripheral vision by assessing mobility performance and user opinions. METHODS:Sighted subjects (n = 20) and subjects with retinitis pigmentosa (RP) (n = 6) were recruited. The LEO Belt was evaluated on two cohorts: normally sighted subjects wearing goggles to artificially reduce peripheral vision to simulate stages of RP progression, and subjects with advanced visual field limitation from RP. Mobility speed and accuracy was assessed using simple mazes, with and without the LEO Belt, to determine its usefulness across disease severities and lighting conditions. RESULTS:Sighted subjects wearing most narrowed field goggles simulating most advanced RP had increased mobility accuracy (44% mean reduction in errors, p = 0.014) and self-reported confidence (77% mean increase, p = 0.004) when using the LEO Belt. Additionally, use of LEO doubled mobility accuracy for RP subjects with remaining visual fields between 10° and 20°. Further, in dim lighting, confidence scores for this group also doubled. By patient reported outcomes, subjects largely deemed the device comfortable (100%), easy to use (92.3%) and thought it had potential future benefit as a visual aid (96.2%). However, regardless of severity of vision loss or simulated vision loss, all subjects were slower to complete the mazes using the device. CONCLUSIONS:The LEO Belt improves mobility accuracy and therefore confidence in those with severely restricted peripheral vision. The LEO Belt's positive user feedback suggests it has potential to become the next generation of visual aid for visually impaired individuals. Given the novelty of this approach, we expect navigation speeds may improve with experience.
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- 2019
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37. Challenges in studying geographic atrophy (GA) age-related macular degeneration: the potential of a new mouse model with GA-like features
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J Arjuna Ratnayaka and Andrew J Lotery
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Neurology. Diseases of the nervous system ,RC346-429 - Published
- 2020
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38. Hybrid simulation for health and social care: The way forward, or more trouble than it's worth?
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Sally C. Brailsford, Joe Viana, Stuart Rossiter, Andrew Amos Channon, and Andrew J. Lotery
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- 2013
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39. A multi-paradigm, whole system view of health and social care for age-related macular degeneration.
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Joe Viana, Stuart Rossiter, Andrew Amos Channon, Sally C. Brailsford, and Andrew J. Lotery
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- 2012
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40. Intravitreal dexamethasone implant versus anti-vascular endothelial growth factor therapy combined with cataract surgery in patients with diabetic macular oedema: a systematic review with meta-analysis
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Andrea Maugeri, Gilda Cennamo, Paola Marolo, Andrew J. Lotery, Martina Barchitta, Claudio Furino, Guglielmo Parisi, Michele Reibaldi, Antonella Agodi, Antonio Longo, Giuliana Favara, Vincenza Bonfiglio, Enrico Borrelli, Matteo Fallico, Teresio Avitabile, Andrea Russo, Fallico M., Lotery A., Maugeri A., Favara G., Barchitta M., Agodi A., Russo A., Longo A., Bonfiglio V., Avitabile T., Marolo P., Borrelli E., Parisi G., Cennamo G., Furino C., Reibaldi M., Fallico, M., Lotery, A., Maugeri, A., Favara, G., Barchitta, M., Agodi, A., Russo, A., Longo, A., Bonfiglio, V., Avitabile, T., Marolo, P., Borrelli, E., Parisi, G., Cennamo, G., Furino, C., and Reibaldi, M.
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Vascular Endothelial Growth Factor A ,medicine.medical_specialty ,genetic structures ,medicine.medical_treatment ,Visual Acuity ,Endothelial Growth Factors ,Macular Edema ,Dexamethasone ,Cataract ,Ophthalmology ,Diabetes Mellitus ,Humans ,Medicine ,In patient ,Diabetic Retinopathy ,business.industry ,DEX ,cataract surgery ,Cataract surgery ,Diabetic cataract ,Bevacizumab ,Anti–vascular endothelial growth factor therapy ,Diabetic macular oedema ,anti-VEGF ,diabetic macular oedema ,Meta-analysis ,sense organs ,Implant ,business ,medicine.drug - Abstract
Objective: to compare outcomes of cataract surgery combined with either anti-Vascular Endothelial Growth Factor (anti-VEGF) therapy or dexamethasone implant (DEX) in patients with diabetic macular oedema (DMO). Methods: Pubmed and Embase databases were searched for studies reporting outcomes of diabetic cataract surgery combined with either anti-VEGF or DEX, with a follow-up ≥3 months. The primary outcome was the mean change in central macular thickness (CMT). Mean change in best corrected visual acuity (BCVA) was considered as a secondary outcome. The mean difference between baseline and post-treatment values (MD) with 95%-Confidence Interval (95%CI) was calculated and meta-analyses were performed. Results: ninteen studies were included, 8 in the DEX group and 11 in the anti-VEGF group. A significant reduction of macular thickness was shown in the DEX group at 3 months (MD = −98.35 µm; 95% CI, −147.15/−49.54), while mean CMT change was non-significant in the anti-VEGF group (MD = −21.61 µm; 95% CI, −59.46/16.24; test of group differences, P < 0.001). At 3 months, no difference in visual gain was found between the two groups (P = 0.13). Conclusions: in DMO patients, cataract surgery combined with DEX seems to provide better anatomical outcomes compared with cataract surgery combined with anti-VEGF therapy. However, our evidence was limited by significant heterogeneity. Randomised trials comparing these two different combined approaches are warranted.
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- 2021
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41. PERIPAPILLARY MITOCHONDRIAL RETINOPATHY SECONDARY TO A NOVEL MITOCHONDRIAL DNA MUTATION
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Andrew J. Lotery, Mohamed Oshallah, and Engin Akyol
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medicine.medical_specialty ,Mitochondrial DNA ,Visual acuity ,genetic structures ,medicine.diagnostic_test ,business.industry ,General Medicine ,medicine.disease ,eye diseases ,Ophthalmology ,Autofluorescence ,Atrophy ,Transfer RNA ,Mutation (genetic algorithm) ,medicine ,medicine.symptom ,business ,Genetic testing ,Retinopathy - Abstract
PURPOSE To report a case of pigmentary retinopathy associated with a novel mitochondrial DNA mutation. METHODS Patient and Results: Patient presented with reduced vision. Visual acuity, ophthalmic examination, color photographs, spectral domain optical coherence tomography, autofluorescence, and genetic testing were performed. Pigmentary retinopathy together with perifoveal atrophy characteristic of mitochondrial retinopathy was identified. Genetic testing confirmed a novel mitochondrial mutation. CONCLUSION We report bilateral symmetric retinopathy caused by a novel mitochondrial DNA mutation m.16021_16022delCT MTTP (tRNA pro).
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- 2022
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42. Impaired glutamylation of RPGR ORF15 underlies the cone-dominated phenotype associated with truncating distal ORF15 variants
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Jasmina Cehajic-Kapetanovic, Cristina Martinez-Fernandez de la Camara, Johannes Birtel, Salwah Rehman, Michelle E. McClements, Peter Charbel Issa, Andrew J Lotery, and Robert E. MacLaren
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Multidisciplinary - Abstract
Pathogenic variants in the Retinitis pigmentosa GTPase regulator (RPGR) gene lead to a clinically severe form of X-linked retinal dystrophy. However, it remains unclear why some variants cause a predominant rod, while others result in a cone-dominated phenotype. Post-translational glutamylation of the photoreceptor-specific RPGR ORF15 isoform by the TTLL5 enzyme is essential for its optimal function in photoreceptors, and loss of TTLL5 leads to retinal dystrophy with a cone phenotype. Here we show that RPGR retinal disease, studied in a single cohort of 116 male patients, leads to a clear progressive shift from rod- to cone-dominating phenotype as the RPGR ORF15 variant location approaches the distal part of the Open Reading Frame 15 (ORF15) region. The rod photoreceptor involvement on the contrary diminishes along the RGPR sequence, and the variants associated with the cone only phenotype are located predominantly in the very distal part, including the C-terminal basic domain. Moreover, these distal truncating RPGR ORF15 variants disrupt the interaction with TTLL5 and lead to a significant impairment of RPGR glutamylation. Thus, consistent with the phenotype of TTLL5 pathogenic variants, our study shows that RPGR ORF15 variants, which disrupt its basic domain and the interaction with TTLL5, also impair RPGR glutamylation and lead to the cone phenotype. This has implications for ongoing gene therapy clinical trials where the application of RPGR with impaired glutamylation may be less effective in treating RGPR dystrophies and may even convert a rod–cone dystrophy into a cone dystrophy phenotype.
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- 2022
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43. An Exploratory Study Provides Insights into MMP9 and Aβ Levels in the Vitreous and Blood across Different Ages and in a Subset of AMD Patients
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Savannah A. Lynn, Flavie Soubigou, Jennifer M. Dewing, Amanda Smith, Joanna Ballingall, Thea Sass, Isabela Nica, Catrin Watkins, Bhaskar Gupta, Hussein Almuhtaseb, Stephen C. Lash, Ho Ming Yuen, Angela Cree, Tracey A. Newman, Andrew J. Lotery, and J. Arjuna Ratnayaka
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Inorganic Chemistry ,Organic Chemistry ,General Medicine ,Physical and Theoretical Chemistry ,Molecular Biology ,MMP9 ,amyloid beta (Aβ) ,age-related macular degeneration (AMD) ,biomarkers ,lifecourse ,lifestyle ,smoking ,mean arterial pressure ,Spectroscopy ,Catalysis ,Computer Science Applications - Abstract
Matrix metalloproteinase-9 (MMP9) and total amyloid-beta (Aβ) are prospective biomarkers of ocular ageing and retinopathy. These were quantified by ELISA in the vitreous and blood from controls (n = 55) and in a subset of age-related macular degeneration (AMD) patients (n = 12) for insights and possible additional links between the ocular and systemic compartments. Vitreous MMP9 levels in control and AMD groups were 932.5 ± 240.9 pg/mL and 813.7 ± 157.6 pg/mL, whilst serum levels were 2228 ± 193 pg/mL and 2386.8 ± 449.4 pg/mL, respectively. Vitreous Aβ in control and AMD groups were 1173.5 ± 117.1 pg/mL and 1275.6 ± 332.9 pg/mL, whilst plasma Aβ were 574.3 ± 104.8 pg/mL and 542.2 ± 139.9 pg/mL, respectively. MMP9 and Aβ showed variable levels across the lifecourse, indicating no correlation to each other or with age nor AMD status, though the smaller AMD cohort was a limiting factor. Aβ and MMP9 levels in the vitreous and blood were unrelated to mean arterial pressure. Smoking, another modifiable risk, showed no association with vitreous Aβ. However, smoking may be linked with vitreous (p = 0.004) and serum (p = 0.005) MMP9 levels in control and AMD groups, though this did not reach our elevated (p = 0.001) significance. A bioinformatics analysis revealed promising MMP9 and APP/Aβ partners for further scrutiny, many of which are already linked with retinopathy.
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- 2022
44. 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
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45. Evolving Treatment Patterns and Outcomes of Neovascular Age-Related Macular Degeneration Over a Decade
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Bobby Paul, Maria Pikoula, A. K. Patwardhan, Abraham Olvera-Barrios, Andrew J. Lotery, A Davis, Vineeth Kumar, Salim Natha, Toks Akerele, Carolyn J.P. Jones, Usha Chakravarthy, Paul Taylor, Roy Schwartz, Haralabos Eleftheriadis, Sudeshna Patra, Christopher Brand, Peck-Lin Lip, Richard J Antcliff, Aaron Y. Lee, Alasdair Warwick, Geeta Menon, Faruque Ghanchi, U. Chakravarthy, Clare Bailey, Elizabeth Wilkinson, Sajjad Mahmood, Louise Downey, Raj Mukherjee, Catherine A Egan, Spiros Denaxas, James S Talks, Peck Lin Lip, Aires Lobo, Rehna Khan, Narendra Dhingra, Sheena George, Helen Palmer, and Adnan Tufail
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Male ,Vascular Endothelial Growth Factor A ,medicine.medical_specialty ,Pediatrics ,Time Factors ,Younger age ,Visual acuity ,Fundus Oculi ,Recombinant Fusion Proteins ,Visual Acuity ,Angiogenesis Inhibitors ,Article ,03 medical and health sciences ,0302 clinical medicine ,Ranibizumab ,Ophthalmology ,Age related ,medicine ,Electronic Health Records ,Humans ,Macula Lutea ,National level ,Fluorescein Angiography ,Retrospective Studies ,030304 developmental biology ,Aflibercept ,0303 health sciences ,business.industry ,Middle Aged ,Macular degeneration ,National health service ,medicine.disease ,Receptors, Vascular Endothelial Growth Factor ,Treatment Outcome ,Intravitreal Injections ,Wet Macular Degeneration ,030221 ophthalmology & optometry ,Female ,medicine.symptom ,business ,Follow-Up Studies ,medicine.drug - Abstract
PURPOSE: Management of neovascular age-related macular degeneration (nAMD) has evolved over the last decade with several treatment regimens and different medications. This study describes the treatment patterns and, importantly, visual outcomes over ten years in a large cohort of patients. DESIGN: Retrospective analysis of electronic health records from 27 National Health Service (NHS) secondary care healthcare providers in the UK. PARTICIPANTS: Treatment-naïve patients receiving at least three intravitreal anti-vascular endothelial growth factor (VEGF) injections for nAMD in their first six months of follow-up were included. Patients with missing data for age or gender and those aged less than 55 were excluded. METHODS: Eyes with at least three years of follow-up were grouped by years of treatment initiation, and three-year outcomes were compared between the groups. Data were generated during routine clinical care between 09/2008 and 12/2018. MAIN OUTCOME MEASURES: Visual acuity, number of injections, number of visits. RESULTS: A total of 15,810 eyes of 13,705 patients receiving 194,904 injections were included. Visual acuity (VA) improved from baseline during the first year, but dropped thereafter, resulting in loss of visual gains. This trend remained consistent throughout the past decade. Although an increasing proportion of eyes remained in the driving standard, this was driven by better presenting visual acuities over the decade. The number of injections dropped substantially between the first and subsequent years, from a mean of 6.25 in year 1 to 3 in year 2 and 2.5 in year 3, without improvement over the decade. In a multivariable regression analysis, final VA improved by 0.24 letters for each year since 2008, and younger age and baseline VA were significantly associated with VA at three years. CONCLUSION: Our findings show that despite improvement in functional VA over the years, primarily driven by improving baseline VA, patients continue to lose vision after the first year of treatment, with only marginal change over the past decade. The data suggest that these results may be related to suboptimal treatment patterns, which have not improved over the years. Rethinking treatment strategies may be warranted, possibly on a national level or through the introduction of longer-acting therapies.
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- 2021
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46. Effectiveness and safety of ranibizumab in patients with central retinal vein occlusion: results from the real-world, global, LUMINOUS study
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Raman Tuli, Cornelia Dunger-Baldauf, Andrew J. Lotery, Ramin Tadayoni, Marco Nardi, Masahiko Shimura, Xun Xu, Focke Ziemssen, and Andreas Clemens
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medicine.medical_specialty ,Visual acuity ,business.industry ,Incidence (epidemiology) ,Diabetic retinopathy ,medicine.disease ,Loading dose ,03 medical and health sciences ,Ophthalmology ,0302 clinical medicine ,Central retinal vein occlusion ,030221 ophthalmology & optometry ,medicine ,In patient ,medicine.symptom ,Ranibizumab ,Adverse effect ,business ,030217 neurology & neurosurgery ,medicine.drug - Abstract
Objective To evaluate the effectiveness, treatment patterns and long-term safety of ranibizumab 0.5 mg in treatment-naïve patients with central retinal vein occlusion (CRVO) in a real-world setting. Methods LUMINOUS, a 5-year, global, prospective, multicentre, multi-indication, observational, open-label study, recruited treatment naïve or prior treated patients who were treated as per the local ranibizumab label. Here, we report the mean change in visual acuity (VA; Early Treatment Diabetic Retinopathy Study [ETDRS] letters), treatment exposure over year (Y) 1 and 5-year safety in treatment-naïve CRVO patients. Results At baseline, the mean age of treatment-naïve CRVO patients (n = 327) was 68.9 years, with a mean (Standard deviation [SD]) VA of 40.6 (23.9) letters. At Y1, patients (n = 144) had a mean (SD) VA gain from baseline of 10.8 (19.66) letters, with a mean (SD) of 5.4 (2.65) ranibizumab injections. Patients demonstrated mean (SD) VA gains of 2.7 (19.35), 11.6 (20.56), 13.9 (18.08), 11.1 (18.46) and 8.2 (24.86) letters with 1, 2–3, 4–5, 6–8 and >8 ranibizumab injections, respectively. Mean (SD) VA gains at Y1 in patients receiving loading (67.4%) and no loading dose (32.6%) was 11.9 (20.42) and 8.4 (17.99) letters, respectively. Over five years, the incidence of ocular/non-ocular adverse events (AEs) and serious AEs was 11.3%/8.6% and 1.2%/6.7%, respectively. Conclusions These results demonstrate the effectiveness of ranibizumab in treatment-naïve CRVO patients at Y1 with clinically meaningful VA gains and no new safety findings over five years. These findings may help inform routine practice and enable better clinical management to achieve optimal visual outcomes.
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- 2021
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47. Cost Effectiveness of Ranibizumab vs Aflibercept vs Bevacizumab for the Treatment of Macular Oedema Due to Central Retinal Vein Occlusion: The LEAVO Study
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Becky Pennington, Andrew Metry, Edith Poku, Joana C. Vasconcelos, Caroline Murphy, Sobha Sivaprasad, John Brazier, Philip G Hykin, Joanna Kelly, Andrew J. Lotery, A Toby Prevost, Abualbishr Alshreef, Yit C. Yang, Michael Williams, and Laura Flight
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medicine.medical_specialty ,Visual acuity ,genetic structures ,Bevacizumab ,Cost effectiveness ,Cost-Benefit Analysis ,Recombinant Fusion Proteins ,Angiogenesis Inhibitors ,Macular Edema ,State Medicine ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,SDG 3 - Good Health and Well-being ,Central retinal vein occlusion ,Randomized controlled trial ,Quality of life ,law ,Ranibizumab ,Ophthalmology ,Retinal Vein Occlusion ,medicine ,Humans ,Original Research Article ,Aflibercept ,Pharmacology ,business.industry ,030503 health policy & services ,Health Policy ,Public Health, Environmental and Occupational Health ,Correction ,medicine.disease ,eye diseases ,Receptors, Vascular Endothelial Growth Factor ,Quality of Life ,030221 ophthalmology & optometry ,medicine.symptom ,0305 other medical science ,business ,medicine.drug - Abstract
Background We aimed to assess the cost effectiveness of intravitreal ranibizumab (Lucentis), aflibercept (Eylea) and bevacizumab (Avastin) for the treatment of macular oedema due to central retinal vein occlusion. Methods We calculated costs and quality-adjusted life-years from the UK National Health Service and Personal Social Services perspective. We performed a within-trial analysis using the efficacy, safety, resource use and health utility data from a randomised controlled trial (LEAVO) over 100 weeks. We built a discrete event simulation to model long-term outcomes. We estimated utilities using the Visual-Functioning Questionnaire-Utility Index, EQ-5D and EQ-5D with an additional vision question. We used standard UK costs sources for 2018/19 and a cost of £28 per bevacizumab injection. We discounted costs and quality-adjusted life-years at 3.5% annually. Results Bevacizumab was the least costly intervention followed by ranibizumab and aflibercept in both the within-trial analysis (bevacizumab: £6292, ranibizumab: £13,014, aflibercept: £14,328) and long-term model (bevacizumab: £18,353, ranibizumab: £30,226, aflibercept: £35,026). Although LEAVO did not demonstrate bevacizumab to be non-inferior for the visual acuity primary outcome, the three interventions generated similar quality-adjusted life-years in both analyses. Bevacizumab was always the most cost-effective intervention at a threshold of £30,000 per quality-adjusted life-year, even using the list price of £243 per injection. Conclusions Wider adoption of bevacizumab for the treatment of macular oedema due to central retinal vein occlusion could result in substantial savings to healthcare systems and deliver similar health-related quality of life. However, patients, funders and ophthalmologists should be fully aware that LEAVO could not demonstrate that bevacizumab is non-inferior to the licensed agents.
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- 2021
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48. The Royal College of Ophthalmologists recommendations on monitoring for hydroxychloroquine and chloroquine users in the United Kingdom (2020 revision): executive summary
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Imran H. Yusuf, Andrew J. Lotery, and Barny Foot
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medicine.medical_specialty ,Executive summary ,Ophthalmologists ,business.industry ,Chloroquine ,Hydroxychloroquine ,United Kingdom ,Ophthalmology ,Editorial ,Retinal Diseases ,Family medicine ,medicine ,Humans ,business ,medicine.drug - Published
- 2021
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49. Eplerenone versus placebo for chronic central serous chorioretinopathy: the VICI RCT
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Savita Madhusudhan, Helen Griffiths, Chris A Rogers, Angela J. Cree, Rosie A Harris, Tunde Peto, Barnaby C Reeves, Lucy Culliford, Lucy Ellis, Andrew J. Lotery, Sobha Sivaprasad, Abby O’Connell, and Usha Chakravarthy
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medicine.medical_specialty ,Blinding ,Visual acuity ,visual acuity ,genetic structures ,lcsh:Medicine ,Placebo ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Randomized controlled trial ,law ,Internal medicine ,medicine ,mineralocorticoid receptor antagonist ,030212 general & internal medicine ,Adverse effect ,central serous chorioretinopathy ,eplerenone ,business.industry ,subretinal fluid ,lcsh:R ,Confidence interval ,Eplerenone ,Discontinuation ,030221 ophthalmology & optometry ,medicine.symptom ,business ,randomised controlled trial ,medicine.drug - Abstract
Background In chronic central serous chorioretinopathy, fluid accumulates in the subretinal space and causes permanent vision loss in ≈ 30% of patients. There is no definitive treatment. Previous research suggests that the mineralocorticoid receptor antagonist eplerenone is effective but it is not licensed for chronic central serous chorioretinopathy. Objectives The objective was to evaluate whether or not eplerenone was safe and superior to placebo for treating chronic central serous chorioretinopathy. We also aimed to set up a biobank of DNA, serum and plasma samples from treatment-naive participants for future research. Design The trial was a parallel, randomised (1 : 1 ratio), multicentre, double-masked, placebo-controlled superiority trial comparing eplerenone plus usual care with placebo plus usual care. Participants were randomly allocated to eplerenone or placebo using a secure online system that returned a unique number corresponding to a bottle of the investigational medicinal product. Participants, clinical care teams, pharmacists, outcome assessors and the trial management group were masked. Setting The trial took place in 22 NHS hospitals in the UK. Participants Eligible participants were patients aged 18–60 years with treatment-naive chronic central serous chorioretinopathy of at least 4 months’ duration, a best corrected visual acuity score of 54–85 letters and no other conditions affecting visual acuity or contraindications to taking eplerenone or placebo. Interventions The intervention was oral eplerenone (25 mg/day for 1 week, increased to 50 mg/day for up to 12 months). Placebo was a lactose-filled capsule that appeared identical to the overencapsulated eplerenone tablets. To maintain blinding, participants in the placebo group followed the same dose escalation schedule as the eplerenone group. Usual care was included in both groups and was administered at the discretion of clinicians. Main outcome measures The primary outcome was best corrected visual acuity score at 12 months. Secondary outcomes were low-luminance visual acuity, central subfield retinal thickness, change in subretinal fluid thickness, systemic and ocular adverse events, macular atrophy of the retinal pigment epithelium, subfoveal choroidal thickness, choroidal permeability, resolution of subretinal fluid, time to recurrence of subretinal fluid, fundus fluorescein angiography phenotype, incidence of chronic central serous chorioretinopathy in the fellow eye, and patient-reported visual function. Results Between 11 January 2017 and 22 February 2018, 57 participants were randomised to eplerenone and 57 to placebo; 57 and 54 participants, respectively, were included in the analysis of the primary outcome. The modelled mean best corrected visual acuity score at 12 months in the eplerenone and placebo groups was 80.4 letters (standard deviation 4.6 letters) and 79.5 letters (standard deviation 4.5 letters), with an estimated difference between groups of 1.73 letters (95% confidence interval –1.12 to 4.57 letters; p = 0.24). Hyperkalaemia occurred in eight participants in each group (14%). No serious adverse events occurred in the eplerenone group; three unrelated serious adverse events occurred in the placebo group. Limitations Limitations included the inability to prevent co-treatments and discontinuation of the investigational medicinal product in the event of resolution or hyperkalaemia. Conclusions Eplerenone was safe but not superior to placebo in improving best corrected visual acuity in people with chronic central serous chorioretinopathy during 12 months of follow-up. In future work, ophthalmologists should investigate alternative treatments for this condition, which remains complicated to treat. Trial registration Current Controlled Trials ISRCTN92746680. Funding This project was funded by the Efficacy and Mechanism Evaluation (EME) Programme, a MRC and National Institute for Health Research (NIHR) partnership. This will be published in full in Efficacy and Mechanism Evaluation; Vol. 8, No. 2. See the NIHR Journals Library website for further project information.
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- 2021
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50. Diagnostic Accuracy of Monitoring Tests of Fellow Eyes in Patients with Unilateral Neovascular Age-Related Macular Degeneration
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Augusto Azuro-Blanco, Louise Downey, Richard Gale, Geeta Menon, Craig R Ramsay, Ruth E Hogg, Usha Chakravarthy, Ben Burton, Heinrich Heimann, Peter H Scanlon, Jonathan Cook, Andrew J. Lotery, Faruque Ghanchi, Nicola Hopkins, Sobha Sivaprasad, Beatriz Goulao, Graham Scotland, and Katie Banister
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Male ,Fluorescein angiography ,Visual acuity ,genetic structures ,Fundus (eye) ,Diagnostic Techniques, Ophthalmological ,Diagnostic accuracy ,Cohort Studies ,FFA, fundus fluorescein angiography ,Contrast (vision) ,AMD, age-related macular degeneration ,Prospective Studies ,media_common ,medicine.diagnostic_test ,Amsler ,DOR, diagnostic odds ratio ,Reference Standards ,VEGF, vascular endothelial growth factor ,Cohort ,Original Article ,Female ,medicine.symptom ,Tomography, Optical Coherence ,Cohort study ,Neovascular age-related macular degeneration ,medicine.medical_specialty ,media_common.quotation_subject ,EDNA, Early Detection of Neovascular Age-Related Macular Degeneration ,Sensitivity and Specificity ,PHP, preferential hyperacuity perimetry ,Ophthalmology ,medicine ,VA, visual acuity ,Humans ,Corneal Neovascularization ,Aged ,business.industry ,Diagnostic Tests, Routine ,Reproducibility of Results ,nAMD, neovascular age-related macular degeneration ,Macular degeneration ,medicine.disease ,Confidence interval ,eye diseases ,CI, confidence interval ,Early Diagnosis ,OCT ,Wet Macular Degeneration ,sense organs ,Self Report ,business ,SD, standard deviation ,Follow-Up Studies - Abstract
Purpose To evaluate the diagnostic accuracy of routinely used tests of visual function and retinal morphology compared with fundus fluorescein angiography (FFA) to detect onset of active macular neovascularization in unaffected fellow eyes of patients with unilateral neovascular age-related macular degeneration (nAMD). Design Prospective diagnostic accuracy cohort study conducted in 24 eye clinics in the United Kingdom over 3 years. Participants Older adults (>50 years) with recently diagnosed unilateral nAMD with a fellow (study) eye free of nAMD. Methods Self-reported vision, Amsler, clinic-measured visual acuity (VA), fundus assessment, and spectral domain OCT. The reference standard is FFA. Main Outcome Measures Sensitivity and specificity of the 5 index tests. Results Of 552 participants monitored for up to 3 years, 145 (26.3%) developed active nAMD in the study eye, of whom 120 had an FFA at detection and constituted the primary analysis cohort. Index test positives at nAMD detection in those confirmed by FFA were self-reported vision much worse (5), distortion on Amsler (33), 10-letter decrease in acuity from baseline (36), fundus examination (64), and OCT (110). Percentage index test sensitivities were: self-reported vision 4.2 (95% confidence interval [CI], 1.6–9.8); Amsler 33.7 (95% CI, 25.1–43.5); VA 30.0 (95% CI, 22.5–38.7); fundus examination 53.8 (95% CI, 44.8–62.5); and OCT 91.7 (95% CI, 85.2–95.6). All 5 index test specificities were high at 97.0 (95% CI, 94.6–98.5), 81.4 (95% CI, 76.4–85.5), 66.3 (95% CI, 61.0–71.1), 97.6 (95% CI, 95.3–98.9), and 87.8 (95% CI, 83.8–90.9), respectively. The combination of OCT with one other index test that was a secondary outcome measure increased sensitivity marginally and decreased specificity for all combinations except fundus examination. Conclusions Tests of self-reported change in vision, unmasking of new distortion, measurements of acuity, and fundus checks to diagnose active nAMD performed poorly in contrast to OCT. Our findings support a change to guidelines in clinical practice to monitor for onset of nAMD.
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- 2021
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