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PURPOSE: Conversion to neovascular disease in patients with non-neovascular age-related macular degeneration (AMD) initiated on direct oral anticoagulants (DOAC) compared to matched patients treated with warfarin. DESIGN: Retrospective cohort study. SUBJECTS, PARTICIPANTS, AND/OR CONTROLS: The study included 20,300 patients and 13,387 patients with non-neovascular AMD initiated on DOACs or warfarin, respectively, before propensity score matching (PSM). METHODS, INTERVENTION, OR TESTING: TriNetX (Cambridge, MA, USA), was used to identify patients diagnosed with non-neovascular AMD stratified by treatment with DOACs or warfarin with at least six months of follow-up. Propensity score matching was performed to control for baseline demographics and medical comorbidities. MAIN OUTCOME MEASURES: Relative risk (RR) of developing neovascular AMD, macular hemorrhage (MH), vitreous hemorrhage (VH), and requiring an ocular intervention (intravitreal anti-vascular endothelial growth factor (VEGF) therapy or pars plana vitrectomy (PPV)) within six months and one year. Patients with chronic atrial fibrillation (AF) on anticoagulation were separately evaluated for the same measures within 5 years after initiating therapy. RESULTS: Treatment with warfarin was associated with higher risk of developing neovascular AMD at six months (RR,1.24, 95% CI, 1.12 - 1.39; P<.001) and one year (RR, 1.26, 95% CI, 1.14 - 1.40; P<.001) when compared to matched patients treated with DOACs. There was an increased risk of requiring intravitreal anti-VEGF therapy (6 months: RR, 1.30; 95% CI, 1.13-1.49; P<.001; 1 year: RR, 1.31, 95% CI, 0.72 - 2.05; P<.001) and PPV (6 months: RR, 1.16; 95% CI, 1.16-3.94; P = .01; 1 year: RR, 2.29, 95% CI, 1.30 - 4.05; P=.003). Among patients with AMD and AF treated with warfarin, there was an increased risk of ocular complications (neovascular AMD: RR, 1.25; 95% CI, 1.14-1.38; P<.001; MH: RR, 1.86; 95% CI, 1.47-2.35; P<.001; VH: RR, 2.22; 95% CI, 1.51-3.26; P<.001) and need for intravitreal anti-VEGF therapy (RR, 1.34; 95% CI, 1.18-1.52; P<.001) over an extended 5-year period. There was no significant difference in the development of major systemic hemorrhagic events between the two cohorts over five years. CONCLUSIONS: Patients with non-neovascular AMD treated with warfarin were more likely to develop neovascular disease and require ocular intervention for hemorrhagic complications when compared to matched patients initiated on DOACs.
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PURPOSE: To assess an association between cutaneous keloids, hypertrophic scarring, and fibrosis (KHF) and risk of postoperative proliferative vitreoretinopathy (PVR) after rhegmatogenous retinal detachment (RRD) repair. DESIGN: Retrospective, population-based cohort study. PARTICIPANTS: Patients aged ≥ 18 years who underwent initial retinal detachment (RD) repair with pars plana vitrectomy with or without scleral buckle (SB) (Current Procedural Terminology [CPT] 67108), pneumatic retinopexy (67110), and primary SB (67107) from January 1, 2003, to March 1, 2023. METHODS: A de-identified electronic health record database through TriNetX, a global health research network, was used to analyze patients. Patients were queried for International Classification of Diseases, 10th Revision (ICD-10) codes L91.0 (hypertrophic scar) and L90.5 (scar conditions and fibrosis of skin). Frequency of subsequent diagnosis of PVR (H35.2) and CPT codes for secondary surgery including complex RD repair (67113) were determined. Patients with proliferative diabetic retinopathy (PDR) (ICD-10 H10.35/H11.35) were excluded. Descriptive statistics (Z-test) and propensity score matching (PSM) were used to match for age, sex, and race. MAIN OUTCOME MEASURES: Prevalence of H35.2 and CPT 67113 within 180 days after RRD repair in the KHF cohort versus the non-KHF cohort. RESULTS: Among patients with CPT 67108, 1061 in each cohort (KHF and non-KHF) were analyzed after PSM. The mean (standard deviation) age was 60.7 (15.2) years. Within 180 days, 10.1% of patients in the KHF cohort and 3.4% in the non-KHF cohort had a diagnosis of PVR (H35.2) (P < 0.001, odds ratio [OR], 3.2; 95% confidence interval [CI], 2.13-4.71). A total of 8.3% of patients in the KHF cohort and 5.4% of patients in the non-KHF cohort underwent complex RD repair (CPT 67113) (P = 0.008; OR, 3.2; 95% CI, 1.13-2.25). When including all RD repair types (CPT 67108, 67110, 67107), the rate of PVR diagnosis was still significantly greater in the KHF cohort than in the non-KHF cohort (9.0% vs 4.2%, P < 0.01; OR, 2.28; 95% CI, 1.64-3.16). CONCLUSIONS: A dermatologic history of KHF may be a risk factor for PVR after RD repair. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found after the references.
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Cicatriz Hipertrófica , Fibrose , Queloide , Complicações Pós-Operatórias , Descolamento Retiniano , Vitrectomia , Vitreorretinopatia Proliferativa , Humanos , Feminino , Masculino , Estudos Retrospectivos , Pessoa de Meia-Idade , Vitreorretinopatia Proliferativa/cirurgia , Vitreorretinopatia Proliferativa/diagnóstico , Vitreorretinopatia Proliferativa/etiologia , Cicatriz Hipertrófica/etiologia , Cicatriz Hipertrófica/epidemiologia , Descolamento Retiniano/cirurgia , Descolamento Retiniano/diagnóstico , Vitrectomia/efeitos adversos , Adulto , Idoso , Fatores de Risco , Recurvamento da EscleraRESUMO
BACKGROUND: This study evaluated impact of anti-vascular endothelial growth factor (VEGF) treatment on proliferative diabetic retinopathy (PDR) development among patients with non-proliferative diabetic retinopathy (NPDR) in US real-world clinical practice. METHODS: This was a retrospective analysis of electronic medical records (Vestrum Health; January 2013 to June 2019) of eyes with baseline NPDR, without DME, and naïve to anti-VEGF treatment at index DR diagnosis. Eyes that received anti-VEGF and/or laser treatment over the course of study before development of PDR constituted the treated cohort while the remaining including those treated with laser constituted the anti-VEGF naïve cohort. Survival analysis via Kaplan-Meier method evaluated time to DME and PDR development by baseline NPDR severity, with anti-VEGF treatment as censoring variable. Baseline factors affecting PDR development were analyzed using Cox multivariable regression, censoring for anti-VEGF treatment. RESULTS: Among anti-VEGF-naive eyes, cumulative incidence of DME in eyes with mild (n = 70,050), moderate (n = 39,116), and severe NPDR (n = 10,692) at baseline was 27.1%, 51.2%, and 60.6%. Multivariable regression analysis identified baseline NPDR severity as the most significant predictor of PDR development over 48 months (hazard ratio [HR] [95% confidence interval {CI}] of 2.69 (2.65-2.72) for moderate vs mild NPDR and 6.51 (6.47-6.55) for severe vs mild NPDR). Cumulative incidence (95% CI) of PDR was 7.9% (7.4%-8.3%), 20.9%, (20.0%-21.7%) and 46.8% (44.4%-49.2%) over 48 months in eyes with mild, moderate, and severe NPDR at baseline, respectively. Among treated eyes with baseline severe NPDR, cumulative incidence of PDR at 48 months was 50.1% in eyes treated with laser (n = 546; HR [95% CI] vs no treatment: 0.8 [0.7-1.0]), 27.4% in eyes treated with anti-VEGF (n = 923; HR [95% CI]: 0.4 [0.4-0.5]), and 25.6% in eyes treated with anti-VEGF plus laser (n = 293; HR [95% CI]: 0.5 [0.4-0.7]) compared with 49.9% in eyes with no treatment (n = 8930). CONCLUSIONS: DME and PDR development rates increased with increasing baseline NPDR severity. Approximately half of anti-VEGFânaive eyes with severe NPDR progressed to PDR within 4 years in US clinical practice. The progression rate from severe NPDR to PDR was approximately halved with anti-VEGF versus no treatment.
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Inibidores da Angiogênese , Retinopatia Diabética , Injeções Intravítreas , Fator A de Crescimento do Endotélio Vascular , Humanos , Retinopatia Diabética/tratamento farmacológico , Retinopatia Diabética/diagnóstico , Estudos Retrospectivos , Feminino , Masculino , Inibidores da Angiogênese/uso terapêutico , Fator A de Crescimento do Endotélio Vascular/antagonistas & inibidores , Pessoa de Meia-Idade , Idoso , Ranibizumab/uso terapêutico , Ranibizumab/administração & dosagem , Acuidade Visual/fisiologia , Bevacizumab/uso terapêutico , Seguimentos , Adulto , IncidênciaRESUMO
PURPOSE OF REVIEW: Intravitreal and periocular injections for retinal disease provide a targeted delivery of medication to the eye. However, given risks of injections, including endophthalmitis, pain and treatment burden for both patients and retina specialists, there has been significant interest and effort in developing oral medications for the management of retinal disease. This article provides clinical and preclinical details of new oral medications in the pipeline for management of retinal disease. RECENT FINDINGS: Several new oral medications show clinical and preclinical promise for the management of retinal disease, including macular degeneration, diabetic retinopathy and Stargardt disease. SUMMARY: Oral medications provide promise for treating retinal disease, possibly increasing compliance, and reducing side effects of intravitreal or periocular injections. However, difficulties in this approach include systemic side effects and efficacy targeting the eye. There are multiple medications that are currently under investigation with the potential to act as stand-alone treatment or as an adjunct treatment for management of retinal diseases such as diabetic retinopathy, macular degeneration and Stargardt disease.
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Retinopatia Diabética , Degeneração Macular , Doenças Retinianas , Humanos , Retinopatia Diabética/tratamento farmacológico , Doença de Stargardt , Doenças Retinianas/tratamento farmacológico , Degeneração Macular/tratamento farmacológico , Injeções , Preparações Farmacêuticas , Injeções Intravítreas , Inibidores da Angiogênese/uso terapêuticoRESUMO
PURPOSE OF REVIEW: The current article provides an overview of the present approaches to algorithm validation, which are variable and largely self-determined, as well as solutions to address inadequacies. RECENT FINDINGS: In the last decade alone, numerous machine learning applications have been proposed for ophthalmic diagnosis or disease monitoring. Remarkably, of these, less than 15 have received regulatory approval for implementation into clinical practice. Although there exists a vast pool of structured and relatively clean datasets from which to develop and test algorithms in the computational 'laboratory', real-world validation remains key to allow for safe, equitable, and clinically reliable implementation. Bottlenecks in the validation process stem from a striking paucity of regulatory guidance surrounding safety and performance thresholds, lack of oversight on critical postdeployment monitoring and context-specific recalibration, and inherent complexities of heterogeneous disease states and clinical environments. Implementation of secure, third-party, unbiased, pre and postdeployment validation offers the potential to address existing shortfalls in the validation process. SUMMARY: Given the criticality of validation to the algorithm pipeline, there is an urgent need for developers, machine learning researchers, and end-user clinicians to devise a consensus approach, allowing for the rapid introduction of safe, equitable, and clinically valid machine learning implementations.
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Algoritmos , Inteligência Artificial , Humanos , Aprendizado de MáquinaRESUMO
PURPOSE: To demonstrate the potential for real-time, three-dimensional (3D) surgical telementoring to enhance vitreoretinal surgical education. METHODS: The 3D video feed from a high dynamic range surgical camera (NGENUITY) was run through a 4K video capture device (Magewell USB 4K) and set as the video input for a video conferencing application (Zoom). Remote surgical viewing was then performed in two-dimensions (2D) on a computer or in 3D with a virtual reality headset (Oculus Quest 2). RESULTS: Ten surgical cases were successfully live streamed in real time to two separate surgeons in the United States. Specific details of the case were visualized with low latency and interaction with the operating surgeon was possible without affecting the surgical display quality. Excluding the NGENUITY system and personal computers, ancillary equipment costs (video capture card and virtual reality headset) were kept to below $1,000. CONCLUSION: Our study demonstrates that 3D surgical video streaming can be achieved in real time with minimal latency through the use of low-cost video capture equipment and video conferencing/streaming software. The use of this technology gives educators the ability to mentor trainees without the traditional geographic and physical constraints of in-person surgical viewing.
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Cirurgia Vitreorretiniana , Humanos , Estudos de Viabilidade , Software , Estados Unidos , Cirurgia Vitreorretiniana/educaçãoRESUMO
Ophthalmology stands at the vanguard of incorporating big data into medicine, as exemplified by the integration of The Intelligent Research in Sight (IRIS) Registry. This synergy cultivates patient-centered care, demonstrates real world efficacy and safety data for new therapies, and facilitates comprehensive population health insights. By evaluating the creation and utilization of the world's largest specialty clinical data registry, we underscore the transformative capacity of data-driven medical paradigms, current shortcomings, and future directions. We aim to provide a scaffold for other specialties to adopt big data integration into medicine.
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Medicina , Oftalmologia , Humanos , Big Data , Sistema de Registros , Bases de Dados FactuaisRESUMO
PURPOSE OF REVIEW: As artificial intelligence continues to develop new applications in ophthalmic image recognition, we provide here an introduction for ophthalmologists and a primer on the mechanisms of deep learning systems. RECENT FINDINGS: Deep learning has lent itself to the automated interpretation of various retinal imaging modalities, including fundus photography and optical coherence tomography. Convolutional neural networks (CNN) represent the primary class of deep neural networks applied to these image analyses. These have been configured to aid in the detection of diabetes retinopathy, AMD, retinal detachment, glaucoma, and ROP, among other ocular disorders. Predictive models for retinal disease prognosis and treatment are also being validated. SUMMARY: Deep learning systems have begun to demonstrate a reliable level of diagnostic accuracy equal or better to human graders for narrow image recognition tasks. However, challenges regarding the use of deep learning systems in ophthalmology remain. These include trust of unsupervised learning systems and the limited ability to recognize broad ranges of disorders.
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Aprendizado Profundo , Diagnóstico por Imagem/métodos , Oftalmopatias/diagnóstico , Interpretação de Imagem Assistida por Computador/métodos , Oftalmologistas , Humanos , Redes Neurais de ComputaçãoRESUMO
PURPOSE: To understand the impact of deep learning diabetic retinopathy (DR) algorithms on physician readers in computer-assisted settings. DESIGN: Evaluation of diagnostic technology. PARTICIPANTS: One thousand seven hundred ninety-six retinal fundus images from 1612 diabetic patients. METHODS: Ten ophthalmologists (5 general ophthalmologists, 4 retina specialists, 1 retina fellow) read images for DR severity based on the International Clinical Diabetic Retinopathy disease severity scale in each of 3 conditions: unassisted, grades only, or grades plus heatmap. Grades-only assistance comprised a histogram of DR predictions (grades) from a trained deep-learning model. For grades plus heatmap, we additionally showed explanatory heatmaps. MAIN OUTCOME MEASURES: For each experiment arm, we computed sensitivity and specificity of each reader and the algorithm for different levels of DR severity against an adjudicated reference standard. We also measured accuracy (exact 5-class level agreement and Cohen's quadratically weighted κ), reader-reported confidence (5-point Likert scale), and grading time. RESULTS: Readers graded more accurately with model assistance than without for the grades-only condition (P < 0.001). Grades plus heatmaps improved accuracy for patients with DR (P < 0.001), but reduced accuracy for patients without DR (P = 0.006). Both forms of assistance increased readers' sensitivity moderate-or-worse DR: unassisted: mean, 79.4% [95% confidence interval (CI), 72.3%-86.5%]; grades only: mean, 87.5% [95% CI, 85.1%-89.9%]; grades plus heatmap: mean, 88.7% [95% CI, 84.9%-92.5%] without a corresponding drop in specificity (unassisted: mean, 96.6% [95% CI, 95.9%-97.4%]; grades only: mean, 96.1% [95% CI, 95.5%-96.7%]; grades plus heatmap: mean, 95.5% [95% CI, 94.8%-96.1%]). Algorithmic assistance increased the accuracy of retina specialists above that of the unassisted reader or model alone; and increased grading confidence and grading time across all readers. For most cases, grades plus heatmap was only as effective as grades only. Over the course of the experiment, grading time decreased across all conditions, although most sharply for grades plus heatmap. CONCLUSIONS: Deep learning algorithms can improve the accuracy of, and confidence in, DR diagnosis in an assisted read setting. They also may increase grading time, although these effects may be ameliorated with experience.
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Algoritmos , Aprendizado Profundo , Retinopatia Diabética/classificação , Retinopatia Diabética/diagnóstico , Diagnóstico por Computador/métodos , Feminino , Humanos , Masculino , Oftalmologistas/normas , Fotografação/métodos , Curva ROC , Padrões de Referência , Reprodutibilidade dos Testes , Sensibilidade e EspecificidadeRESUMO
PURPOSE: To evaluate the effect of intraocular pressure-lowering medications on treatment outcomes in the Comparison of AMD Treatments Trials. METHODS: Secondary analysis of Comparison of AMD Treatments Trials data. Medication logs were reviewed for continuous 2-year use of agents that increased aqueous outflow (Group A: topical prostaglandins) or suppressed aqueous production (Group B: topical beta blockers and carbonic anhydrase inhibitors). Eyes were excluded if mixed-mechanism intraocular pressure-lowering agents or medications from more than one group were taken. Anatomical and vision responses to treatment at years 1, 2, and over the entire 2-year period in each group were compared with controls (no intraocular pressure-lowering medications). RESULTS: Inclusion criteria were met by 28 Group A patients, 19 Group B patients, and 857 controls. After 2 years, the control group had a mean visual acuity improvement of +6.3 letters from baseline, compared with +3.5 letters in Group A (P = 0.38), and +13.8 letters in Group B (P = 0.052). Mean retinal thickness change from baseline was -54.9 µm in controls, -80.6 µm in Group A (P = 0.26), and -96.8 µm in Group B (P = 0.13). Mean total thickness change from baseline was -163 µm in controls, -180 µm in Group A (P = 0.63), and -238 µm in Group B (P = 0.08). In longitudinal analysis with adjustment by their baseline values, anti-vascular endothelial growth factor treatment drug and regimen, Group B had more visual acuity improvement (difference of 2.6 letters, 95% confidence interval: -3.4-8.5 letters), more reduction in the retinal thickness (-17.9 µm, 95% confidence interval: -36.5 to 0.7 µm), and total thickness from baseline (mean difference of -54.7 µm, 95% confidence interval: -103 to 6.2 µm) compared with the control group. CONCLUSION: Concurrent aqueous suppressant use during anti-vascular endothelial growth factor therapy for neovascular age-related macular degeneration was associated with a trend toward greater reductions in retinal and total thickness as well as improved visual outcomes over 2 years. A similar effect was not observed to the same extent with agents that increase aqueous outflow. Because of the small sample size and secondary analysis, these findings must be cautiously interpreted and perhaps serve as a basis for future prospective studies.
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Inibidores da Angiogênese/uso terapêutico , Anti-Hipertensivos/uso terapêutico , Neovascularização de Coroide/tratamento farmacológico , Pressão Intraocular/efeitos dos fármacos , Degeneração Macular Exsudativa/tratamento farmacológico , Administração Oftálmica , Antagonistas Adrenérgicos beta/uso terapêutico , Idoso , Idoso de 80 Anos ou mais , Bevacizumab/uso terapêutico , Inibidores da Anidrase Carbônica/uso terapêutico , Neovascularização de Coroide/diagnóstico , Neovascularização de Coroide/fisiopatologia , Método Duplo-Cego , Feminino , Angiofluoresceinografia , Seguimentos , Glaucoma de Ângulo Aberto/tratamento farmacológico , Humanos , Injeções Intravítreas , Masculino , Hipertensão Ocular/tratamento farmacológico , Estudos Prospectivos , Prostaglandinas Sintéticas/uso terapêutico , Ranibizumab/uso terapêutico , Retina/patologia , Tomografia de Coerência Óptica , Tonometria Ocular , Resultado do Tratamento , Fator A de Crescimento do Endotélio Vascular/antagonistas & inibidores , Acuidade Visual/fisiologia , Degeneração Macular Exsudativa/diagnóstico , Degeneração Macular Exsudativa/fisiopatologiaRESUMO
PURPOSE: To determine long-term visual outcomes in patients who developed endophthalmitis after intravitreal anti-vascular endothelial growth factor injections and to correlate visual outcomes with clinical features. METHODS: This is a retrospective, multicenter, consecutive case series of patients diagnosed with anti-vascular endothelial growth factor injection-related endophthalmitis who were treated at Mid Atlantic Retina, the Retina Service of Wills Eye Hospital, Philadelphia, PA, and the University of Southern California Roski Eye Institute, Los Angeles, CA. Patients were included if they had at least 1 year of follow-up. Primary outcome was to evaluate long-term visual outcomes up to 5 years of follow-up. The secondary outcome was to determine clinical features (e.g., culture results) that may predict long-term visual acuity outcomes. RESULTS: A total of 56 cases of endophthalmitis from 168,247 anti-vascular endothelial growth factor injections were identified (0.033%, 1/3,004 injections), from which 51 eyes met inclusion criteria. Mean follow-up period was 3.3 years (median 4 years; range 1-5 years). A total of 24 patients (47%) reached a maximum final follow-up of 5 years. Mean Snellen visual acuity at the causative injection visit was 20/102 and decreased to counting fingers at diagnosis (P < 0.001). At 6-month follow-up, mean visual acuity improved to 20/644 (P < 0.001) and remained stable up to 5 years (20/480, P = 0.003) follow-up compared with diagnosis. At the final follow-up, 20 eyes had visual acuity that returned to within one line of baseline visual acuity (visual recovery group), whereas 31 patients' visual acuity was at least one line worse than initial visual acuity (visual deterioration group). The cultures for the visual recovery group were more likely to grow coagulase-negative Staphylococcus, whereas the visual deterioration group primarily grew Streptococcus species, Staphylococcus aureus, and Enterococcus faecalis (P = 0.002, comparing organisms isolated in the visual recovery and deterioration group). CONCLUSION: Visual outcomes after anti-vascular endothelial growth factor injection-related endophthalmitis seem to reach peak improvement by 6 months and remain stable up to a median of 4-year follow-up. Patients who develop culture-negative endophthalmitis or endophthalmitis secondary to coagulase-negative Staphylococcus are more likely to regain baseline visual acuity compared with cases secondary to Streptococcus species.
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Bevacizumab/administração & dosagem , Endoftalmite/diagnóstico , Infecções Oculares Bacterianas/tratamento farmacológico , Ranibizumab/administração & dosagem , Acuidade Visual , Idoso , Idoso de 80 Anos ou mais , Inibidores da Angiogênese/administração & dosagem , Endoftalmite/tratamento farmacológico , Endoftalmite/fisiopatologia , Infecções Oculares Bacterianas/diagnóstico , Infecções Oculares Bacterianas/fisiopatologia , Feminino , Seguimentos , Humanos , Injeções Intravítreas , Masculino , Estudos Retrospectivos , Fatores de Tempo , Resultado do Tratamento , Fator A de Crescimento do Endotélio Vascular/antagonistas & inibidoresRESUMO
PURPOSE: Presentation of two typical cases with characteristic leopard retinopathy secondary to bilateral diffuse uveal melanocytic proliferation (BDUMP) and idiopathic uveal effusion syndrome (IUES) and brief review of the literature about leopard spot retinopathy. CASE REPORT: A 43-year-old women, who was a known case of ovarian carcinoma, referred with gradual bilateral visual loss. In ophthalmic examination, subretinal fluid, multiple patchy subretinal hyperpigmented lesions and leopard spot chorioretinopathy were evident in her both eyes. Fluorescein angiography showed multiple nummular hyperfluorescent lesions surrounded by zones of hypofluorescence. Spectral domain optical coherence tomography revealed increased retinal thickness, subretinal fluid and RPE irregularities in both eyes. Enhanced depth imaging OCT (EDI-OCT) showed bilateral subfoveal choroidal thickening. During next 2-year follow-up, she underwent cataract surgery and later on developed neovascular glaucoma in her both eyes. The second case was a 45-year-old man who had developed decreased visual acuity in his left eye for 3 years. Anterior segment examination was unremarkable, and both eyes had normal intraocular pressure. No vitreous inflammation was observed. Fundoscopy revealed diffuse exudative retinal detachment in his left eye. Fluorescein angiography showed leopard spot retinopathy of posterior pole, and EDI-OCT disclosed subfoveal choroidal thickening. After exclusion of other causes of exudative retinal detachment and with diagnosis of IUES, he underwent intravitreal triamcinolone injection (2 mg) which improved his final vision to 20/40. CONCLUSION: Leopard spot retinopathy is an uncommon but clinically distinct manifestation of various disorders. BDUMP may present with leopard spot retinopathy, anterior uveal tract involvement and neovascular glaucoma. As EDI-OCT showed involvement and increased thickening of choroid in both cases of BDUMP and IUES, it may be better to consider such cases as leopard chorioretinopathy and categorize these entities as a member of pachychoroid pigment retinopathy disorders.
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Doenças da Coroide/patologia , Síndromes Paraneoplásicas Oculares/patologia , Doenças Retinianas/patologia , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Úvea/patologiaRESUMO
PURPOSE: Use adjudication to quantify errors in diabetic retinopathy (DR) grading based on individual graders and majority decision, and to train an improved automated algorithm for DR grading. DESIGN: Retrospective analysis. PARTICIPANTS: Retinal fundus images from DR screening programs. METHODS: Images were each graded by the algorithm, U.S. board-certified ophthalmologists, and retinal specialists. The adjudicated consensus of the retinal specialists served as the reference standard. MAIN OUTCOME MEASURES: For agreement between different graders as well as between the graders and the algorithm, we measured the (quadratic-weighted) kappa score. To compare the performance of different forms of manual grading and the algorithm for various DR severity cutoffs (e.g., mild or worse DR, moderate or worse DR), we measured area under the curve (AUC), sensitivity, and specificity. RESULTS: Of the 193 discrepancies between adjudication by retinal specialists and majority decision of ophthalmologists, the most common were missing microaneurysm (MAs) (36%), artifacts (20%), and misclassified hemorrhages (16%). Relative to the reference standard, the kappa for individual retinal specialists, ophthalmologists, and algorithm ranged from 0.82 to 0.91, 0.80 to 0.84, and 0.84, respectively. For moderate or worse DR, the majority decision of ophthalmologists had a sensitivity of 0.838 and specificity of 0.981. The algorithm had a sensitivity of 0.971, specificity of 0.923, and AUC of 0.986. For mild or worse DR, the algorithm had a sensitivity of 0.970, specificity of 0.917, and AUC of 0.986. By using a small number of adjudicated consensus grades as a tuning dataset and higher-resolution images as input, the algorithm improved in AUC from 0.934 to 0.986 for moderate or worse DR. CONCLUSIONS: Adjudication reduces the errors in DR grading. A small set of adjudicated DR grades allows substantial improvements in algorithm performance. The resulting algorithm's performance was on par with that of individual U.S. Board-Certified ophthalmologists and retinal specialists.
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Algoritmos , Competência Clínica/normas , Retinopatia Diabética/diagnóstico , Aprendizado de Máquina , Programas de Rastreamento/normas , Oftalmologistas/normas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Curva ROC , Padrões de Referência , Estudos RetrospectivosRESUMO
PURPOSE OF REVIEW: To describe the emerging applications of deep learning in ophthalmology. RECENT FINDINGS: Recent studies have shown that various deep learning models are capable of detecting and diagnosing various diseases afflicting the posterior segment of the eye with high accuracy. Most of the initial studies have centered around detection of referable diabetic retinopathy, age-related macular degeneration, and glaucoma. SUMMARY: Deep learning has shown promising results in automated image analysis of fundus photographs and optical coherence tomography images. Additional testing and research is required to clinically validate this technology.
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Retinopatia Diabética/diagnóstico por imagem , Técnicas de Diagnóstico Oftalmológico , Glaucoma/diagnóstico por imagem , Aprendizado de Máquina , Degeneração Macular/diagnóstico por imagem , Humanos , Fotografação , Segmento Posterior do Olho/diagnóstico por imagem , Tomografia de Coerência Óptica/métodosRESUMO
PURPOSE: To report a prospective, randomized comparative study assessing clinical outcomes of plain gut versus polyglactin 910 (PG910) sutures for sclerotomy closure after 23-gauge pars plana vitrectomy. METHODS: A single-masked, randomized, prospective study was undertaken with 49 eyes of 49 patients undergoing 23-gauge pars plana vitrectomy randomized to sclerotomy closure with either plain gut suture, PG910 (Vicryl) suture or a combination of the two. Assessment was based on both a postoperative pain scale and a standardized assessment of scleral inflammation at each suture site. RESULTS: No wound leakage was noted postoperatively in any patient. Across all groups, scleral inflammation was significantly higher at the PG910 suture sites compared with the plain gut suture sites at both the 1-week (P = 0.04) and 1-month postoperative visits (P < 0.001). Patients with PG910 sutures reported greater pain at the 1-month postoperative visit than those with plain gut sutures (P = 0.018). CONCLUSION: This prospective study suggests improved tolerability and reduced inflammation using plain gut suture compared with an 8-0 PG910 suture to close 23-gauge sclerotomies.
Assuntos
Poliglactina 910 , Esclerostomia/métodos , Técnicas de Sutura/instrumentação , Suturas , Vitrectomia , Técnicas de Fechamento de Ferimentos , Adulto , Idoso , Feminino , Humanos , Masculino , Microcirurgia , Pessoa de Meia-Idade , Estudos Prospectivos , Esclera/cirurgia , Vitrectomia/métodosRESUMO
PURPOSE: To evaluate the safety and effects of oral eplerenone in chronic central serous chorioretinopathy. METHODS: Prospective, randomized, double-blind, placebo-control study at a tertiary referral academic private practice. For a diagnosis of chronic central serous chorioretinopathy, patients must have had at least 3 months clinical follow-up demonstrating persistent symptoms, subfoveal fluid on spectral-domain optical coherence tomography, and <50% reduction in fluid thickness. Patients were randomized 2:1 (treatment:placebo) to receive eplerenone (25 mg daily for 1 week, then up to 50 mg daily for 8 weeks) or placebo once daily. RESULTS: Fifteen patients completed the study. Ten patients (15 eyes) were randomized into the eplerenone treatment arm, while the remaining 5 patients (6 eyes) received placebo. After 9 weeks of eplerenone therapy, mean logarithm of the minimal angle of resolution visual acuity improved from 0.394 (Snellen equivalent: 20/50) to 0.330 (20/43, P = 0.04). In the placebo group, the mean logarithm of the minimal angle of resolution visual acuity slightly decreased from 0.313 (20/41) to 0.342 (20/44) during the same period (P = 0.21). With respect to anatomic changes, mean maximal subretinal fluid height in the eplerenone group improved from 139.3 µm at baseline to 51.8 µm (P = 0.02), mean subfoveal fluid height improved from 121.4 µm to 29.4 µm (P = 0.01), and mean central subfield thickness improved from 366.2 µm to 283.7 µm (P = 0.02). In comparison with the placebo group, mean maximal subretinal fluid height worsened from 135.9 µm to 172.3 µm (P = 0.32), mean subfoveal fluid height worsened from 92.1 µm to 134.0 µm (P = 0.54), and mean central subfield thickness worsened from 345.0 µm to 380.0 µm (P = 0.37). No patients in either group experienced serious adverse events to result in treatment discontinuation. CONCLUSION: These findings suggest that oral eplerenone therapy is safe and potentially effective in the treatment of chronic central serous chorioretinopathy with persistent subretinal fluid.
Assuntos
Coriorretinopatia Serosa Central/tratamento farmacológico , Antagonistas de Receptores de Mineralocorticoides/uso terapêutico , Espironolactona/análogos & derivados , Administração Oral , Adulto , Idoso , Coriorretinopatia Serosa Central/patologia , Coriorretinopatia Serosa Central/fisiopatologia , Doença Crônica , Método Duplo-Cego , Eplerenona , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Estudos Prospectivos , Retina/patologia , Espironolactona/uso terapêutico , Líquido Sub-Retiniano/efeitos dos fármacos , Acuidade Visual/fisiologiaRESUMO
PURPOSE OF REVIEW: To describe the risk factors, clinical course, and complications related to anterior segment migration of a dexamethasone (DEX) intravitreal implant, and review over potential management strategies. RECENT FINDINGS: Recent reports have demonstrated that migration of a DEX implant into the anterior chamber may occur in patients with higher risk ocular characteristics. Although a relatively rare occurrence, DEX implant migration carries the possibility of inducing potentially vision-threatening corneal endothelial decompensation and edema. SUMMARY: Any combination of previous pars plana vitrectomy, an open/defective lens capsule, and/or iris defects may increase the risk of DEX implant migration into the anterior chamber. In the setting of a DEX implant that has moved into the anterior segment with corneal edema already present, urgent removal of the implant is warranted to reduce the risk of permanent visual compromise.
Assuntos
Segmento Anterior do Olho/patologia , Dexametasona/administração & dosagem , Implantes de Medicamento/efeitos adversos , Migração de Corpo Estranho/etiologia , Glucocorticoides/administração & dosagem , Remoção de Dispositivo , Migração de Corpo Estranho/cirurgia , Humanos , Fatores de Risco , VitrectomiaRESUMO
PURPOSE: Niacin, a treatment for dyslipidemia, is known to induce vasodilation as a secondary effect. Previous instances of patients with chronic central retinal vein occlusion (CRVO) and cystoid macular edema (CME) have been observed to spontaneously improve when placed on systemic niacin for hypercholesterolemia. The purpose of this study was to evaluate the effects of niacin on CRVO and associated ocular complications. METHODS: A prospective, single-center, non-randomized, interventional case series of niacin for CRVO was conducted. Best-correct visual acuity (BCVA), central macular thickness (CMT), and ocular complications were analyzed in 50 patients over 1 year. Eight patients were controls. RESULTS: The mean initial logMAR BCVA was 0.915, and improved with niacin to 0.745 (P = 0.12), 0.665 (P = 0.02) and 0.658 (P = 0.03) after 3, 6, and 12 months of follow-up, respectively. At baseline, mean CMT was 678.9 µm, and improved to 478.1 µm (P = 0.001), 388.6 µm (P < 0.001), and 317.4 µm (P < 0.001) for the same time points. The control group had a mean initial logMAR BCVA of 1.023, which gradually deteriorated to 1.162 (P = 0.36) after 12 months, and baseline CMT of 700.0 µm at baseline, which gradually improved to 490.9 µm (P = 0.06) after 12 months. Panretinal photocoagulation for neovascularization was required in 5 patients (13.2%) receiving niacin and 3 (37.5%) controls. CONCLUSIONS: These data suggest that niacin may be associated with functional and anatomic improvements in eyes with CRVO. Future investigations will help ascertain whether there is a role for niacin as an adjunct therapy to intravitreal injections in the management of CRVO.
Assuntos
Macula Lutea/patologia , Niacina/administração & dosagem , Oclusão da Veia Retiniana/tratamento farmacológico , Veia Retiniana/patologia , Acuidade Visual , Administração Oral , Adulto , Idoso , Idoso de 80 Anos ou mais , Relação Dose-Resposta a Droga , Feminino , Angiofluoresceinografia , Seguimentos , Fundo de Olho , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Veia Retiniana/efeitos dos fármacos , Oclusão da Veia Retiniana/diagnóstico , Fatores de Tempo , Tomografia de Coerência Óptica , Resultado do Tratamento , Vasodilatadores/administração & dosagemRESUMO
BACKGROUND: Uveitis is a term used to describe a heterogeneous group of intraocular inflammatory diseases of the anterior, intermediate, and posterior uveal tract (iris, ciliary body, choroid). Uveitis is the fifth most common cause of vision loss in high-income countries, accounting for 5% to 20% of legal blindness, with the highest incidence of disease in the working-age population.Corticosteroids are the mainstay of acute treatment for all anatomical subtypes of non-infectious uveitis and can be administered orally, topically with drops or ointments, by periocular (around the eye) or intravitreal (inside the eye) injection, or by surgical implantation. OBJECTIVES: To determine the efficacy and safety of steroid implants in people with chronic non-infectious posterior uveitis, intermediate uveitis, and panuveitis. SEARCH METHODS: We searched CENTRAL (which contains the Cochrane Eyes and Vision Trials Register) (Issue 10, 2015), Ovid MEDLINE, Ovid MEDLINE In-Process and Other Non-Indexed Citations, Ovid MEDLINE Daily, Ovid OLDMEDLINE (January 1946 to November 2015), EMBASE (January 1980 to November 2015), PubMed (1948 to November 2015), Latin American and Caribbean Health Sciences Literature Database (LILACS) (1982 to November 2015), the metaRegister of Controlled Trials (mRCT) (www.controlled-trials.com) (last searched 15 April 2013), ClinicalTrials.gov (www.clinicaltrials.gov), and the World Health Organization (WHO) International Clinical Trials Registry Platform (ICTRP) (www.who.int/ictrp/search/en). We did not use any date or language restrictions in the electronic search for studies. We last searched the electronic databases on 6 November 2015.We also searched reference lists of included study reports, citation databases, and abstracts and clinical study presentations from professional meetings. SELECTION CRITERIA: We included randomized controlled trials comparing either fluocinolone acetonide (FA) or dexamethasone intravitreal implants with standard-of-care therapy with at least six months of follow-up after treatment. We included studies that enrolled participants of all ages who had chronic non-infectious posterior uveitis, intermediate uveitis, or panuveitis with vision that was better than hand-motion. DATA COLLECTION AND ANALYSIS: Two review authors independently reviewed studies for inclusion. Two review authors independently extracted data and assessed the risk of bias for each study. MAIN RESULTS: We included data from two studies (619 eyes of 401 participants) that compared FA implants with standard-of-care therapy. Both studies used similar standard-of-care therapy that included administration of prednisolone and, if needed, immunosuppressive agents. The studies included participants from Australia, France, Germany, Israel, Italy, Portugal, Saudi Arabia, Spain, Switzerland, Turkey, the United Kingdom, and the United States. We assessed both studies at high risk of performance and detection bias.Only one study reported our primary outcome, recurrence of uveitis at any point during the study through 24 months. The evidence, judged as moderate-quality, showed that a FA implant probably prevents recurrence of uveitis compared with standard-of-care therapy (risk ratio (RR) 0.29, 95% confidence interval (CI) 0.14 to 0.59; 132 eyes). Both studies reported safety outcomes, and moderate-quality evidence showed increased risks of needing cataract surgery (RR 2.98, 95% CI 2.33 to 3.79; 371 eyes) and surgery to lower intraocular pressure (RR 7.48, 95% CI 3.94 to 14.19; 599 eyes) in the implant group compared with standard-of-care therapy through two years of follow-up. No studies compared dexamethasone implants with standard-of-care therapy. AUTHORS' CONCLUSIONS: After considering both benefits and harms reported from two studies in which corticosteroids implants were compared with standard-of-care therapy, we are unable to conclude that the implants are superior to traditional systemic therapy for the treatment of non-infectious uveitis. These studies exhibited heterogeneity in design and outcomes that measured efficacy. Pooled findings regarding safety outcomes suggest increased risks of post-implant surgery for cataract and high intraocular pressure compared with standard-of-care therapy.
Assuntos
Corticosteroides/administração & dosagem , Prednisolona/administração & dosagem , Uveíte/tratamento farmacológico , Adulto , Doença Crônica , Implantes de Medicamento , Humanos , Imunossupressores/administração & dosagem , Ensaios Clínicos Controlados Aleatórios como Assunto , Recidiva , Padrão de CuidadoRESUMO
PURPOSE: To assess the literature regarding macular hole reopening rates stratified by whether the internal limiting membrane (ILM) was peeled during vitrectomy surgery. METHODS: Systematic review and meta-analysis of studies reporting on macular hole reopenings among previously surgically closed idiopathic macular holes. A comprehensive literature search using the National Library of Medicine PubMed interface was used to identify potentially eligible publications in English. The minimum mean follow-up period for reports to be included in this study was 12 months. Analysis was divided into eyes that underwent vitrectomy with and without ILM peeling. The primary outcome parameter was the proportion of macular hole reopenings among previously closed holes between the two groups. Secondary outcome parameters included duration from initial surgery to hole reopening and preoperative and postoperative best-corrected correct visual acuities among the non-ILM peeling and ILM peeling groups. RESULTS: A total of 50 publications reporting on 5,480 eyes met inclusion criteria and were assessed in this meta-analysis. The reopening rate without ILM peeling was 7.12% (125 of 1,756 eyes), compared with 1.18% (44 of 3,724 eyes) with ILM peeling (odds ratio: 0.16; 95% confidence interval: 0.11-0.22; Fisher's exact test: P < 0.0001). There were no other identifiable associations or risk factors for reopening. CONCLUSION: The results of this meta-analysis support the concept that ILM peeling during macular hole surgery reduces the likelihood of macular hole reopening.