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Dissertation
Retinale en choroïdale manifestaties van COVID-19: een review van de huidige literatuur
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Year: 2023 Publisher: Leuven KU Leuven. Faculteit Geneeskunde

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Achtergrond: Coronavirus disease 19 (COVID-19) veroorzaakt naast een lagere luchtweginfectie ook een multisystemische aantasting waarbij zeldzaam ook oculaire complicaties optreden. Meest frequent is conjunctivitis maar ook in het posterieur segment zijn manifestaties beschreven. Doel: Deze literatuurstudie poogt een overzicht te bieden van het groeiend aantal artikels over de impact en manifestaties van COVID-19 op de retina en choroïdea. Methode: Het is een review van de huidige literatuur waarbij aan de hand van een systematische zoektocht tussen December 2021 en December 2022 in de PubMed databank gezocht werd naar meta analyses, cross sectionele studies, case control studies, case series en case reports over de impact van COVID-19 op de retina en choroïdea. Resultaten: 39 artikels werden geïncludeerd voor een kwalitatieve synthese. COVID-19 kan de retina en de choroïdea aantasten met voornamelijk een spectrum van microvasculopathie gaande van cotton wool spots, retinale bloedingen, vasculaire dilatatie en tortuositeit tot occlusieve retinopathie. Daarnaast kan COVID-19 leiden tot multipele inflammatoire manifestaties in het posterieur segment zoals neuro-retinitis en posterior uveïtis waarbij een overactieve immuunrespons, autoimmuniteit en genetische predispositie een rol spelen. Bij ernstige COVID-19 kan de immunosupressieve behandeling voorbeschikken tot opportunistische infecties zoals endogene endoftalmitis. Naast de temporale relatie hebben vele patiënten geen oftalmologische voorgeschiedenis of comorbiditeit wat de correlatie met COVID-19 versterkt. Conclusie: Voor oftalmologen is het belangrijk om zich bewust te zijn van deze oculaire manifestaties van COVID-19. Verder onderzoek aan de hand van prospectieve studies is nodig om een sterker causaal verband aan te tonen en meer inzicht te verkrijgen in pathogenese, preventie en mogelijke behandelingsopties.

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Dissertation
The digital (r)evolution: the use of digital technology in the screening for diabetic retinopathy.
Authors: --- --- ---
Year: 2021 Publisher: Leuven KU Leuven. Faculteit Geneeskunde

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Introduction Diabetic retinopathy (DR) is a common complication of diabetes and it remains a leading cause of vision loss in working age populations. The amount of patients with diabetes is increasing, and there will continue to be fewer ophthalmologists. We need solutions to guarantee that all patients with diabetes can be screened regularly to prevent vision loss. Methods A literature study was performed to find out which technologies could be implemented to optimise DR screening. Different databases were searched, and an ophthalmologist was consulted. Results Ultra-widefield imaging (UWFI) makes it possible to take non-mydriatic fundus photographs that cover 200° of the retina in a single frame. Recently multiple automated retinal image analysis (ARIA) and deep learning (DL) models were developed. These models can analyse fundus photographs automatically and determine if referral to an ophthalmologist is necessary. DL models are the most promising because of the lower workload. Telemedicine is another technology that could play a role in a more effective DR screening. Discussion and conclusion Organising DR screening in a primary care setting could be part of the solution for the growing number of patients with diabetes. A combination of the previously mentioned technologies is necessary to make this possible. A teleophthalmology screening program based on UWFI and a DL algorithm can be a reasonable option to optimise DR screening. A major challenge remains the lack of uniform validation of these DL models in clinical practice. Future research should focus on this challenge.

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Dissertation
Combined retinal imaging using OCT and adaptive optics
Authors: --- --- ---
Year: 2017 Publisher: Leuven KU Leuven. Faculty of Medicine

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Current advanced non-invasive retinal imaging instruments permit to detect and measure accurately small focal changes of the retina in patients[PSt1] . These findings can help in determining the cause of unexplained visual symptoms and visual loss. For example, the macula of patients with vitreomacular traction may show only subtle changes detectable by ophthalmoscopy. However, optical coherence tomography (OCT) images allow a precise classification supporting treatment decision and prognosis.1 Additional improvements in OCT technology have permitted to obtain an axial resolution of approximately 3 to 5 µm.2,3 This high resolution allows excellent tomographic visualization of the retinal architecture and helps to indicate pathologic changes in the microstructure of the retina, especially the photoreceptor layer.Despite the high axial resolution, the relatively low transverse resolution remains a constraint in OCT imaging.^ Generally, the transverse resolution of OCT is approximately 20 µm, which exceeds the cone [PSt2] mosaic spacing of 5 to 10 µm. The main reasons [PSt3] inducing this limitation are the ocular optical aberrations and the saccadic eye movements. 4,5Adaptive optics (AO) systems are designed to overcome these optical limitations[PSt4] . An AO system consists of a wavefront sensor to measure ocular aberrations and a deformable mirror to compensate for these aberrations. Correcting the ocular aberrations with the AO system yields a transverse resolution of less than 2 µm, which is required to visualize individual cone photoreceptors [PSt5] in the living retina.6,7 This enables accurate detection and measurement of small anatomical lesions. In contrast to OCT imaging, the limitation of the AO system is its low axial resolution.^ It is larger than 100 µm in conjunction with conventional flood-illumination fundus photography.6Because Fourier-domain [PSt6] (FD) OCT provides a high axial resolution enabling visualization of retinal lamination, and the AO system delivers a high transverse resolution allowing direct visualization of the cone photoreceptor mosaic5,8, we think it is valuable to study the [PSt7] retinal architecture in parallel using both instruments.Recently, the advent of ocriplasmin (JetreaÒ) introduced pharmacological vitreolysis as a new treatment modality for diseases of the vitreomacular interface (VMI)9. This has created the need to obtain data on the incidence of these pathologies in the adult population. Although OCT allows accurate diagnosis and classification of diseases of the VMI1,10 , little is known about the epidemiology.^ An epidemiological study examining a group of almost 500 visitors using OCT at the ‘Dag van de Wetenschap’ on November 24th 2013 was organized.Adaptive Optics can visualize individual retinal cones and analysis of the obtained images allows determination of cone density. In addition, spatial distribution of cones can be described by determining spacing and packing arrangement[PSt8] (number of nearest neighbours). Obtaining normative data of these parameters is crucial for further analysis in diseased retina. Healthy volunteers will be examined with a flood-illumination Adaptive Optics camera (rtx 1TM, Imagine Eyes[JJ9] , France). Limited data on cone density, spacing and packing are available. Although some authors report data in SLO-Adaptive Optics systems11,12,13,14, and Lombardo’s group15 report data in a flood-illumination camera, quantitative analysis in different age groups have not been reported using a flood-illumination camera.^ Since there is no standardized analyzing method available, we designed a novel technique [PSt10] that we value as also useful for comparison purposes in diseased retinas.General hypothesis and specific aims of the projectThe first project includes an epidemiological study on the incidence of diseases of the vitreomacular interface in the adult population. This study was organized on November 24th 2013 with a total of almost 500 visitors. OCT data recorded from these healthy volunteers will allow to determine the incidence of VMI abnormalities and to create a normative database with data obtained from this study population.The second project targets a description of the cone photoreceptor density, spacing and packing arrangement in 2[PSt11] different age groups of healthy volunteers. This will allow the creation of a normative database, useful for referencing purposes in a wide variety of retinal pathologies.^ Adaptive optics is a novel technology that has been used to address a range of basic science questions and has been able to detect even minor changes in the cone mosaic in eyes that appeared healthy by standard clinical tests.16 Early detection of modest structural changes at the cellular level can be beneficial for patients by shortening the diagnostic lag time of treatment effects and selection of optimal patients to test emerging treatments.17In addition to this project, patients with various retinal pathologies affecting the outer retina will be examined with AO as to determine and measure morphological changes in the pathologic retina and subsequently these data will be compared to the obtained normative data.MethodologyThe data capturing of the epidemiological study on the incidence of vitreomacular diseases in an adult population has taken place on the 24th of November 2013 during the ‘Dag van de Wetenschap’.^ After an information session on the increased interest of the vitreomacular interface due to the advent of a new pharmaceutical treatment modality, visitors were given the opportunity to have an OCT scan taken of the macular area from both eyes after signing the informed consent form. Five similar OCT machines (Cirrus 5000 HD OCT, Carl Zeiss Meditec, Germany) were operated by experienced technicians of the department of Ophthalmology UZ Leuven. Residents in training from the same department provided information on the results of the examination and took a short history (general and ophthalmologic history), as well as the objective refraction of both eyes. Visitors were given a print of their OCT scans along with some relevant explanation.This study was approved by the Ethics Committee of the UZLeuven (study S55784). The obtained OCT scans will be viewed and interpreted by Dr J. Jacob and Prof Dr P. Stalmans.^ If required to build a normative database, additional OCT imaging from healthy subjects may be necessary, which in that case will be performed in an additional clinical study.[PSt12]The second project [PSt13] consists of Adaptive Optics images on healthy adult subjects of different ages. Subjects without ocular history will be recruited among the hospital staff of the Department of Ophthalmology at Hôpital Lariboisière (AP-HP), Paris. Comprehensive information will be provided and an informed consent will be obtained. For[JJ14] a better interpretation of Adaptive Optics images other measurements and multimodal imaging of the retinal fundus will also take place: measurement of visual acuity, refractometry, axial length, OCT and fundus photography (Spectralis, Heidelberg engineering, Germany). Adaptive optics images will be obtained using a commercially available flood-illumination camera (rtx1TM, Imagine Eyes, France).^ Multiple images will be obtained on the horizontal axis and the vertical axis at different eccentricities focused on the photoreceptor layer. Treatment of the images and analysis of density, spacing and packing arrangement will be effected with the use of following software: AO-CK, AO-detect, i2k, GIMP and Powerpoint. Single-frame AO images will be stitched into a montage, and superimposed on a standard clinical fundus photograph, showing the cone mosaic at high resolution and the corresponding area within the wide field image. To[JJ15] better understand changes, AO imaging of patients with various retinal pathologies will be performed similarly.Acquisition, treatment and analysis of the images will be performed by Dr J. Jacob, Prof Dr R. Tadayoni and Prof Dr A. Gaudric.This[JJ16] institutional clinical study was registered in clinicaltrials.gov (NCT01546181) and the procedures conformed to the tenets of the Declaration of Helsinki.^ Approval of the Ethics Committee of the Saint-Antoine hospital (AP-HP, Paris, France) was obtained.Milestones and timing of the PhD-projectPart-time PhD projectOur six-year project can be divided in 7 work packages (WP):WP 1: analysis of OCT data obtained during ‘dag van de wetenschap’WP 2: recruitment of patients for AO and acquisition of imagesWP 3: reporting results of OCT data from ‘dag van de wetenschap’, possibly designing an additional clinical trial for data collection in healthy subjectsWP 4: treatment of AO images and counting procedureWP 5: preparation of progress reportWP 6: reporting results AO imagesWP 7: writing PhD manuscriptConclusionRecent advances in retinal imaging instruments are able to provide noninvasive in vivo images of the retina with unprecedented resolution.^ Ultra-high resolution OCT with its high axial resolution allowing visualization of retinal lamination and Adaptive Optics with its high transverse resolution allowing direct visualization of the cone mosaic, are complementary in imaging the retinal architecture. These techniques enable detection of subtle structural changes in the retina in eyes that appear healthy by standard clinical tests. Data obtained from a population of healthy eyes are fundamental in determining the density, distribution, and appearance of normal retinal tissue, more specifically photoreceptor cells in vivo. This will allow determination of the normal physiological range in retinal cellular structure, which permits comparison with the diseased retina, even in an early stage. Earlier detection of structural changes at the cellular level of the retina could improve the understanding of physiopathology, accelerate the assessment of treatment effects, hence may allow better selection

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Dissertation
Artificial Intelligence-based decision-making for Age-related Macular Degeneration (AMD): a literature review
Authors: --- ---
Year: 2021 Publisher: Leuven KU Leuven. Faculteit Geneeskunde

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Background: Age-related macular degeneration (AMD) is a disease of the macula, affecting individuals aged over 50 and causing structural and functional decline. AMD is one of the leading causes of visual loss in industrialized countries. Increasing age and poor visual acuity at initiation of treatment are associated with worse long-term visual prognosis. Therefore, diagnosing AMD at an early stage and closely monitoring for progression are crucial to ensure treatment at an appropriate time to maintain visual function. Manual grading by retina experts is currently relied upon for these tasks. However, with an increasing population in need of screening and/or monitoring, human evaluation has become remarkably time-consuming. In addition, minimal retinal changes suggesting disease progression and high similarity between different retinal diseases indicate that a certain level of expertise is required for evaluation. Grading by human experts has consequently been reported to be susceptible to errors and high inter- and intra-observer variability. To help overcome these difficulties, artificial intelligence-based techniques have been developed. Objectives: The aim of this study was to evaluate the performance of artificial intelligence (AI) in detection and monitoring of the structural changes related to AMD. Methods: A systematic research of the Pubmed, Embase, Web of Science and Cochrane Library was performed in July 2020. All retrieved records were assessed for eligibility by screening of title, abstract and full text. Results: 47 articles were included and their individual results were analysed. These studies evaluated the performance of AI-based models designed to automatically detect or monitor AMD using fundus images, OCT or other imaging modalities. To diagnose AMD, methods have been created to provide a binary “disease – no disease” output, classify AMD according to disease severity and distinguish AMD from other retinal diseases. The follow up of AMD was carried out by the automated detection and/or segmentation of biomarkers and by predicting individual risks for disease progression. For each of these aspects, the proposed algorithms achieved an overall performance comparable to retina specialists. Conclusion: The application of artificial intelligence in clinical settings could be useful for assisting ophthalmologists in the diagnosis and follow up of AMD. Another important implication of AI would be the guidance of therapy by monitoring features characteristic for disease activity and predicting individual disease progression. Challenges for future studies involve the inclusion of a representative database and the evaluation of algorithms using multiple imaging devices, thereby providing a realistic representation of the application of AI in the daily practice.

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Dissertation
Literature review: predictive factors in the onset and progression of diabetic retinopathy
Authors: --- --- ---
Year: 2021 Publisher: Leuven KU Leuven. Faculteit Geneeskunde

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Background Diabetic retinopathy (DR) is a leading cause of preventable blindness in the active population worldwide, and the incidence continues to increase. Hyperglycemia, hypertension and dyslipidemia are considered the most important risk factors in the pathogenesis of DR and are the main focus of current treatment modalities. Recent publications suggest other risk factors may play a role in the onset and progression of DR. Until today, controversy remains concerning their importance as literature is still scarce. This report aims to give an overview of the available evidence concerning all risk factors that can cause the development or worsening of retinopathy in diabetic patients. Ultimately, the goal is for it to serve as a base for clinical guidelines for the prevention and treatment of diabetic retinopathy. Methods A literature search was conducted using PubMed database and Cochrane Library. Studies published from September 1993 until October 2020 in the English language were considered for review. Duplicates were removed and after screening based on title and abstract, 467 articles were selected. Subsequently, 93 articles were eligible for further review. A total of 59 articles met the inclusion criteria and were included and submitted for reading and analysis. Results Hyperglycemia has shown to be the strongest predictive factor in both the onset and progression of diabetic retinopathy. Opinions on the role of hypertension and dyslipidemia are not always consistent, although both blood pressure and lipid control have shown to be beneficial in the prevention of diabetic microvascular complications. Previous cataract surgery would increase DR onset rates, but it has no significant effect on the development of PDR nor DME. Up till now, it is still unclear whether nephropathy is a cause or a consequence of DR. Finally, with the currently available data, it remains impossible to draw conclusions concerning the effect of pregnancy, obesity, metabolic syndrome and bariatric surgery, hypothyroidism, smoking and alcohol intake on DR onset and progression, as literature on these topics is scarce. Conclusion This literature review confirmed previous statements on the importance of blood glucose, blood pressure and lipid profile control. Other risk factors have been studied lately, suggesting the possibility of new treatment focuses for the future. However, data is still limited and the results remain controversial. More research needs to be done in order to optimize current treatment options in the prevention and control of DR onset and progression.

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Dissertation
Gene therapy in ophthalmic diseases: an overview
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Year: 2023 Publisher: Leuven KU Leuven. Faculteit Geneeskunde

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PURPOSE. This review aimed to identify all gene therapies currently in use or under clinical investigation for the treatment of any ocular disorder, and to provide a comprehensive overview of their safety and effectiveness. METHODS. The literature search was conducted in four databases (PubMed, Embase, Cochrane Central, and Web of Science Core Collection) and one clinical trial registry (ClinicalTrials.gov) and encompasses literature up to July 15, 2022. All systematic reviews, published clinical trial articles, and ongoing trials on gene therapy for ophthalmic disorders in humans were eligible for inclusion. RESULTS & DISCUSSION. A total of 71 full-text articles have been selected, including 4 systematic reviews and 67 published clinical trial articles reporting results from 41 trials. Most evidence is available on gene therapy for monogenic eye diseases, but the use of gene therapies for non-monogenic eye diseases is also being increasingly explored. Generally, all studies show positive safety results, with intraocular inflammation as a common but mostly transient adverse event. The identified phase III RCTs show positive efficacy results for LCA and LHON. Individual trial characteristics, efficacy and safety results are displayed in summary tables. A substantial heterogeneity with respect to trial design, safety and efficacy assessment and reporting is observed across the trials. Finally, 55 ongoing trials without published results have been identified, and their study characteristics are also presented in tabulated form. CONCLUSION. A variety of different gene therapy types are being developed for an increasing range of ocular disorders, all revealing a favorable safety profile, and in some cases also promising efficacy results. Randomized controlled trials with larger sample sizes are needed in the future, and should focus on reporting results in a standardized manner to enable future meta-analyses and the drawing of clear-cut conclusions.

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Dissertation
Nieuwe moleculen in de behandeling van diabetisch maculair oedeem en update omtrent de screening van diabetische retinopathie
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Year: 2020 Publisher: Leuven KU Leuven. Faculteit Geneeskunde

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Achtergrond: Diabetische retinopathie (DR) is wereldwijd de belangrijkste oorzaak van slechtziendheid bij de beroepsactieve bevolking (20-74 jaar). De slechtziendheid binnen deze groep is doorgaans het gevolg van diabetisch maculair oedeem (DME). Echter, ondanks anti-VEGF-A therapie blijft er momenteel een aanzienlijke behoefte aan meer doeltreffende en langer werkende therapieën voor DME. Daarnaast is een adequate screening noodzakelijk aangezien een vroegtijdige behandeling visus sparend is. Doel: Een update geven omtrent de nieuwe moleculen/geneesmiddelen in ontwikkeling ter behandeling van DME en omtrent de vernieuwing in de screening naar DR. Methoden: Er werd gezocht via PubMed en in de databanken van Cochrane en EMBASE. Via officiële persberichten, presentaties betreffende deze topics en www.clinicaltrials.gov kon bijkomende informatie worden ingewonnen over de lopende en geplande studies. Resultaten: Brolucizumab, abicipar pegol, conbercept, RG7716, ALG1001 en CLS-TA bezitten momenteel de meeste potentie om de behandeling van DME naar een hoger niveau te tillen. Met de komst van ‘Automated Retinal Image Analysis’ (ARIA), gekenmerkt door een hoge sensitiviteit (87-95%) en een lage specificiteit (49,6-68,8%), kan een verlaagde werklast en bijhorende kostenreductie bekomen worden. Het ‘IDx-DR device’ kreeg als eerste de toestemming om als autonoom screeningsapparaat te worden gebruikt. Conclusie: Tal van moleculen in ontwikkeling staan klaar om de behandeling van DME te optimaliseren. Daarnaast kan ARIA een prominente rol spelen binnen de screening naar DR.

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Dissertation
Rol van microbiële flora en Chlamydia pneumoniae bij leeftijdsgebonden maculadegeneratie.
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Year: 2021 Publisher: Leuven KU Leuven. Faculteit Geneeskunde

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Achtergrond: Leeftijdsgebonden maculadegeneratie (LMD) is in geïndustrialiseerde landen de voornaamste oorzaak van blindheid bij individuen boven 65 jaar. Gezien de beperkte behandelingsmogelijkheden is onderzoek naar de pathogenese van deze multifactoriële ziekte essentieel. Recente epidemiologische studies wijzen op het belang van genetische factoren, inflammatie en voeding binnen het ontstaan en progressie van LDM. Bijkomend zijn dysbiose en een Chlamydia (C.) pneumoniae infectie gelinkt aan verschillende inflammatoire aandoeningen. Doel: Het doel van deze literatuurstudie is nagaan of er een verband bestaat tussen enerzijds het microbioom en LMD en anderzijds C. pneumoniae en LMD. Methoden: Medline, Embase, Web of Science en Cochrane Central Register of Controlled Trials werden doorzocht naar literatuur omtrent de rol van het microbioom en C. pneumoniae op het ontstaan en progressie van LMD. Studies handelend over zowel droge als natte LMD werden geïncludeerd. Resultaten: We analyseerden 11 studies, waaronder zowel in vitro, in vivo onderzoek als observationele studies. Onderzoek d.m.v. muismodellen toonde de associatie tussen een vet- of glucoserijk dieet, dysbiose en LMD aan. Verandering van hun voeding of inname van een probiotica resulteerden in een vertraagde progressie van LMD. Tevens vertoonden de microbiomen van LMD-patiënten naast een gewijzigde samenstelling ook andere functionele eigenschappen. De studies omtrent de rol van C. pneumoniae binnen LMD vertonen tegenstrijdige resultaten. Conclusie: LMD is geassocieerd met de dysbiose van het nasale, orale, faryngale en gastro-intestinale microbioom. Een verhoogde permeabiliteit en een inflammatoire respons spelen hierbij een cruciale rol. Deze literatuurstudie kan geen eenduidig antwoord geven omtrent de rol van C. pneumoniae binnen LMD.

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Dissertation
Characteristics of Full-Field Electroretinography in Autoimmune Retinopathies
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Year: 2022 Publisher: Leuven KU Leuven. Faculteit Geneeskunde

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ABSTRACT Background: Autoimmune retinopathies (AIR) are a group of disorders that are characterized by autoantibodies targeting crucial retinal proteins, leading to vision loss. Diagnosis relies on visual symptoms, identification of autoantibodies and electrophysiological changes. However, diagnosis remains challenging due to the rare nature of AIR and the lack of disease-specific features during testing. Objectives: Our objective was to identify the characteristics of full-field electroretinography (ffERG) in cancer-associated (CAR), melanoma-associated (MAR) and non-paraneoplastic autoimmune retinopathy (npAIR). Methods: A systematic search in PubMed yielded 94 case reports and case series describing ffERG findings in 322 patients with CAR, MAR or npAIR. We analyzed individual parameter distribution per ffERG protocol, wave amplitudes of different ffERG protocols and ffERG response symmetry between eyes, for the three AIR groups. Results: We provided evidence that CAR and npAIR subjects display a wide range of ffERG profiles, though simultaneous scotopic and photopic dysfunction were frequent, ranging from reduced to extinguished responses. On the contrary, the findings of MAR patients were much more homogenous. An electronegative rod-cone combined ERG pattern was dominant in MAR patients and indicate an impaired ON-bipolar cell function. Asymmetrical ERG findings were found in some patients with AIR, as expected. Symmetry was most notable in the MAR group. Conclusion: This systematic review indicates different ffERG profiles for the three subgroups of autoimmune retinopathy. CAR and npAIR share varying degrees of severity and features. These joint features could possibly be explained by the presence of overlapping candidate antiretinal antibodies that have been associated with both CAR and npAIR. Whereas with MAR, a specific electronegative combined response can be expected together with positive anti-ON bipolar antibodies. Antibody testing and electroretinography are complementary and should not be held back when a patient presents itself with sudden vision loss and unremarkable findings with other ophthalmological tests.

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Dissertation
Macular Hole Formation Following Intravitreal Aflibercept for Neovascular Age-Related Macular Degeneration

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This case report describes full-thickness macular hole formation after intravitreal aflibercept injections for the treatment of macular neovascularization in neovascular age-related macular degeneration (AMD). Only limited case reports and case series have reported this possible adverse event after aflibercept injection. Possible mechanisms leading to the formation of a macular hole subsequent to intravitreal injection are focal tractional forces on the vitreoretinal interface due to globe deformation during needle insertion, vitreous syneresis, and vitreous incarceration at the injection site, and tangential shearing forces on the posterior surface of the retina due to contraction and rapid volume reduction of the neovascular membrane or a decrease in intra- or subretinal fluid. Furthermore, some reports suggest a toxic effect of the anti-vascular endothelial growth factor agent on a previously compromised retina as etiological factor. Macular hole formation may thus represent a rare adverse event of intravitreal aflibercept injection in patients with neovascular AMD, and it should be included in the differential diagnosis of post-injectional visual loss.

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