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Feng D, Chen X, Wang X, Mou X, Bai L, Zhang S, Zhou Z. Predicting effectiveness of anti-VEGF injection through self-supervised learning in OCT images. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2023; 20:2439-2458. [PMID: 36899541 DOI: 10.3934/mbe.2023114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Anti-vascular endothelial growth factor (Anti-VEGF) therapy has become a standard way for choroidal neovascularization (CNV) and cystoid macular edema (CME) treatment. However, anti-VEGF injection is a long-term therapy with expensive cost and may be not effective for some patients. Therefore, predicting the effectiveness of anti-VEGF injection before the therapy is necessary. In this study, a new optical coherence tomography (OCT) images based self-supervised learning (OCT-SSL) model for predicting the effectiveness of anti-VEGF injection is developed. In OCT-SSL, we pre-train a deep encoder-decoder network through self-supervised learning to learn the general features using a public OCT image dataset. Then, model fine-tuning is performed on our own OCT dataset to learn the discriminative features to predict the effectiveness of anti-VEGF. Finally, classifier trained by the features from fine-tuned encoder as a feature extractor is built to predict the response. Experimental results on our private OCT dataset demonstrated that the proposed OCT-SSL can achieve an average accuracy, area under the curve (AUC), sensitivity and specificity of 0.93, 0.98, 0.94 and 0.91, respectively. Meanwhile, it is found that not only the lesion region but also the normal region in OCT image is related to the effectiveness of anti-VEGF.
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Affiliation(s)
- Dehua Feng
- School of Information and Communications Engineering, Xi'an Jiaotong University, Shaanxi 710049, China
| | - Xi Chen
- School of Information and Communications Engineering, Xi'an Jiaotong University, Shaanxi 710049, China
| | - Xiaoyu Wang
- School of Information and Communications Engineering, Xi'an Jiaotong University, Shaanxi 710049, China
| | - Xuanqin Mou
- School of Information and Communications Engineering, Xi'an Jiaotong University, Shaanxi 710049, China
| | - Ling Bai
- Department of Ophthalmology, the Second Affiliated Hospital of Xi'an Jiaotong University, Shaanxi 710004, China
| | - Shu Zhang
- Department of Geriatric Surgery, the Second Affiliated Hospital of Xi'an Jiaotong University, Shaanxi 710004, China
| | - Zhiguo Zhou
- Department of Biostatistics and Data Science, University of Kansas Medical Center, KS 66160, USA
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2
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Kodjikian L, Parravano M, Clemens A, Dolz-Marco R, Holz FG, Munk MR, Nicolò M, Ricci F, Silva R, Talks SJ, Verma RK, Zarranz-Ventura J, Zweifel SA. Fluid as a critical biomarker in neovascular age-related macular degeneration management: literature review and consensus recommendations. Eye (Lond) 2021; 35:2119-2135. [PMID: 33795837 PMCID: PMC8302650 DOI: 10.1038/s41433-021-01487-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 02/11/2021] [Accepted: 02/22/2021] [Indexed: 12/23/2022] Open
Abstract
Current guidelines on the management of patients with neovascular age-related macular degeneration (nAMD) lack clear recommendations on the interpretation of fluid as seen on optical coherence tomography (OCT) imaging and the incorporation of this information into an ongoing disease treatment strategy. Our objective was to review current guidelines and scientific evidence on the role of fluid as a biomarker in the management of nAMD, and develop a clinically oriented, practical algorithm for diagnosis and management based on a consensus of expert European retinal specialists. PubMed was searched for articles published since 2006 relating to the role of fluid in nAMD. A total of 654 publications were screened for relevance and 66 publications were included for review. Of these, 14 were treatment guidelines, consensus statements and systematic reviews or meta-analyses, in which OCT was consistently recommended as an important tool in the initial diagnosis and ongoing management of nAMD. However, few guidelines distinguished between types of fluid when providing recommendations. A total of 52 publications reported primary evidence from clinical trials, studies, and chart reviews. Observations from these were sometimes inconsistent, but trends were observed with regard to features reported as being predictive of visual outcomes. Based on these findings, diagnostic recommendations and a treatment algorithm based on a treat-and-extend (T&E) regimen were developed. These provide guidance on the diagnosis of nAMD as well as a simple treatment pathway based on the T&E regimen, with treatment decisions made according to the observations of fluid as a critical biomarker for disease activity.
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Affiliation(s)
- Laurent Kodjikian
- Department of Ophthalmology, Croix-Rousse University Hospital, Hospices Civils de Lyon, Lyon, France.,UMR-CNRS 5510 Matéis, Villeurbanne, INSA de Lyon, Université Claude Bernard Lyon 1, University of Lyon, Lyon, France
| | | | - Andreas Clemens
- Novartis Pharma AG, Basel, Switzerland.,Department of Cardiology and Angiology I, Heart Center Freiburg University, Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | | | - Frank G Holz
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Marion R Munk
- Department of Ophthalmology, Inselspital, University Hospital Bern, Bern, Switzerland
| | - Massimo Nicolò
- University Eye Clinic of Genoa DINOGMI, Ospedale Policlinico San Martino - IRCCS, Genoa, Italy
| | - Federico Ricci
- Department of Experimental Medicine, University Tor Vergata, Rome, Italy
| | - Rufino Silva
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra (ICBR-FMUC), Coimbra, Portugal.,Department of Ophthalmology, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal.,Association of Innovation and Biomedical Research in Light and Image (AIBILI), Coimbra, Portugal
| | - S James Talks
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | | | - Javier Zarranz-Ventura
- Hospital Clínic de Barcelona, Barcelona, Spain.,Institut de Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Sandrine A Zweifel
- Department of Ophthalmology, University Hospital Zurich, Zurich, Switzerland. .,University of Zurich, Zurich, Switzerland.
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3
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Li E, Donati S, Lindsley KB, Krzystolik MG, Virgili G. Treatment regimens for administration of anti-vascular endothelial growth factor agents for neovascular age-related macular degeneration. Cochrane Database Syst Rev 2020; 5:CD012208. [PMID: 32374423 PMCID: PMC7202375 DOI: 10.1002/14651858.cd012208.pub2] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Age-related macular degeneration (AMD) is one of the leading causes of permanent blindness worldwide. The current mainstay of treatment for neovascular AMD (nAMD) is intravitreal injection of anti-vascular endothelial growth factor (anti-VEGF) agents: aflibercept, ranibizumab, and off-label bevacizumab. Injections can be given monthly, every two or three months ('extended-fixed'), or as needed (pro re nata (PRN)). A variant of PRN is 'treat-and-extend' whereby injections are resumed if recurrence is detected and then delivered with increasing intervals. Currently, injection frequency varies among practitioners, which underscores the need to characterize an optimized approach to nAMD management. OBJECTIVES To investigate the effects of monthly versus non-monthly intravitreous injection of an anti-VEGF agent in people with newly diagnosed nAMD. SEARCH METHODS We searched CENTRAL, MEDLINE, Embase, LILACS, and three trials registers from 2004 to October 2019; checked references; handsearched conference abstracts; and contacted pharmaceutical companies to identify additional studies. SELECTION CRITERIA We included randomized controlled trials (RCTs) that compared different treatment regimens for anti-VEGF agents in people with newly diagnosed nAMD. We considered standard doses only (ranibizumab 0.5 mg, bevacizumab 1.25 mg, aflibercept 2.0 mg, or a combination of these). DATA COLLECTION AND ANALYSIS We used standard Cochrane methods for trial selection, data extraction, and analysis. MAIN RESULTS We included 15 RCTs. The total number of participants was 7732, ranging from 37 to 2457 in each trial. The trials were conducted worldwide. Of these, six trials exclusively took place in the US, and three included centers from more than one country. Eight trials were at high risk of bias for at least one domain and all trials had at least one domain at unclear risk of bias. Seven trials (3525 participants) compared a PRN regimen with a monthly injection regimen, of which five trials delivered four to eight injections using standard PRN and three delivered nine or 10 injections using a treat-and-extend regimen in the first year. The overall mean change in best-corrected visual acuity (BCVA) at one year was +8.8 letters in the monthly injection group. Compared to the monthly injection, there was moderate-certainty evidence that the mean difference (MD) in BCVA change at one year for the standard PRN subgroup was -1.7 letters (95% confidence interval (CI) -2.8 to -0.6; 4 trials, 2299 participants), favoring monthly injections. There was low-certainty evidence of a similar BCVA change with the treat-and-extend subgroup (0.5 letters, 95% CI -3.1 to 4.2; 3 trials, 1226 participants). Compared to monthly injection, there was low-certainty evidence that fewer participants gained 15 or more lines of vision with standard PRN treatment at one year (risk ratio (RR) 0.87, 95% CI 0.76 to 0.99; 4 trials, 2299 participants) and low-certainty evidence of a similar gain with treat-and-extend versus monthly regimens (RR 1.11, 95% CI 0.91 to 1.36; 3 trials, 1169 participants). The mean change in central retinal thickness was a decrease of -166 μm in the monthly injection group; the MD compared with standard PRN was 21 μm (95% CI 6 to 32; 4 trials, 2215 participants; moderate-certainty evidence) and with treat-and extend was 22 μm (95% CI 37 to -81 μm; 2 trials, 635 participants; low-certainty evidence), in favor of monthly injection. Only one trial (498 participants) measured quality of life and reported no evidence of a difference between regimens, but data could not be extracted (low-certainty evidence). Both PRN regimens (standard and 'treat-and-extend') used fewer injections than monthly regimens (standard PRN: MD -4.6 injections, 95% CI -5.4 to -3.8; 4 trials, 2336 participants; treat-and-extend: -2.4 injections, 95% CI -2.7 to -2.1 injections; moderate-certainty evidence for both comparisons). Two trials provided cost data (1105 participants, trials conducted in the US and the UK). They found that cost differences between regimens were reduced if bevacizumab rather than aflibercept or ranibizumab were used, since bevacizumab was less costly (low-certainty evidence). PRN regimens were associated with a reduced risk of endophthalmitis compared with monthly injections (Peto odds ratio (OR) 0.13, 95% CI 0.04 to 0.46; 6 RCTs, 3175 participants; moderate-certainty evidence). Using data from all trials included in this review, we estimated the risk of endophthalmitis with monthly injections to be 8 in every 1000 people per year. The corresponding risk for people receiving PRN regimens was 1 in every 1000 people per year (95% CI 0 to 4). Three trials (1439 participants) compared an extended-fixed regimen (number of injections reported in only one large trial: 7.5 in one year) with monthly injections. There was moderate-certainty evidence that BCVA at one year was similar for extended-fixed and monthly injections (MD in BCVA change compared to extended-fixed group: -1.3 letters, 95% CI -3.9 to 1.3; RR of gaining 15 letters or more: 0.94, 95% CI 0.80 to 1.10). The change in central retinal thickness was a decrease of 137 μm in the monthly group; the MD with the extended-fixed group was 8 μm (95% CI -11 to 27; low-certainty evidence). The frequency of endophthalmitis was lower in the extended-fixed regimen compared to the monthly group, but this estimate was imprecise (RR 0.19, 95% CI 0.03 to 1.11; low-certainty evidence). If we assumed a risk of 8 cases of endophthalmitis in 1000 people receiving monthly injections over one year, then the corresponding risk with extended-fixed regimen was 2 in 1000 people (95% CI 0 to 9). Other evidence comparing different extended-fixed or PRN regimens yielded inconclusive results. AUTHORS' CONCLUSIONS We found that, at one year, monthly regimens are probably more effective than PRN regimens using seven or eight injections in the first year, but the difference is small and clinically insignificant. Endophthalmitis is probably more common with monthly injections and differences in costs between regimens are higher if aflibercept or ranibizumab are used compared to bevacizumab. This evidence only applies to settings in which regimens are implemented as described in the trials, whereas undertreatment is likely to be common in real-world settings. There are no data from RCTs on long-term effects of different treatment regimens.
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Affiliation(s)
- Emily Li
- Transitional Year Residency Program, Signature Healthcare Brockton Hospital, Brockton, MA, USA
| | - Simone Donati
- Department of Surgical and Morphological Sciences, Section of Ophthalmology, University of Insubria, Varese-Como, Varese, Italy
| | - Kristina B Lindsley
- Life Sciences, Oncology, & Genomics, IBM Watson Health, Baltimore, Maryland, USA
| | - Magdalena G Krzystolik
- Department of Ophthalmology, Retina Service, Mass Eye and Ear Infirmary, Providence, RI, USA
| | - Gianni Virgili
- Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
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Holló G, Aung T, Cantor LB, Aihara M. Cystoid macular edema related to cataract surgery and topical prostaglandin analogs: Mechanism, diagnosis, and management. Surv Ophthalmol 2020; 65:496-512. [PMID: 32092363 DOI: 10.1016/j.survophthal.2020.02.004] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Revised: 02/11/2020] [Accepted: 02/11/2020] [Indexed: 12/23/2022]
Abstract
Cystoid macular edema (CME) is a form of macular retina thickening that is characterized by the appearance of cystic fluid-filled intraretinal spaces. It has classically been diagnosed upon investigation after a decrease in visual acuity; however, improvements in imaging technology make it possible to noninvasively detect CME even before a clinically significant decrease in central vision. Risk factors for the development of CME include diabetic retinopathy, retinal vein occlusion, uveitis, and cataract surgery. It has been proposed that eyes with elevated intraocular pressure after cataract surgery, including those treated with prostaglandin analog eye drops, may be at higher risk for the development of CME. We summarize the current knowledge of the molecular mechanisms underlying CME, the potential role of ocular surgery and topical glaucoma medication in increasing the risk of CME, the newly developed imaging methods for diagnosing CME, and the clinical management of CME.
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Affiliation(s)
- Gábor Holló
- Glaucoma Unit, Department of Ophthalmology, Semmelweis University, Budapest, Hungary.
| | - Tin Aung
- Glaucoma Department, Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Department of Opthalmology, National University of Singapore, Singapore
| | - Louis B Cantor
- Department of Opthalmology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Makoto Aihara
- Department of Opthalmology, University of Tokyo, Tokyo, Japan
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Daniel E, Ying GS, Kim BJ, Toth CA, Ferris F, Martin DF, Grunwald JE, Jaffe GJ, Dunaief JL, Pan W, Maguire MG. Five-Year Follow-up of Nonfibrotic Scars in the Comparison of Age-Related Macular Degeneration Treatments Trials. Ophthalmology 2019; 126:743-751. [PMID: 30476517 PMCID: PMC6475610 DOI: 10.1016/j.ophtha.2018.11.020] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 11/14/2018] [Accepted: 11/19/2018] [Indexed: 10/27/2022] Open
Abstract
PURPOSE To describe changes in visual acuity (VA) and macular morphologic features at 5 years in eyes with nonfibrotic scar (NFS) identified at 1 year in the Comparison of Age-Related Macular Degeneration Treatments Trials (CATT). DESIGN Prospective cohort study within a randomized clinical trial. PARTICIPANTS Participants in CATT. METHODS Participants assigned to ranibizumab or bevacizumab and to 1 of 3 dosing regimens were released from the clinical trial protocol after 2 years and recalled at 5 years. Nonfibrotic scar was identified on color images at year 1 as flat, small, well-circumscribed areas of pigmentation with varying degrees of central hypopigmentation without exposure of underlying choroidal vessels at the site of baseline choroidal neovascularization. Follow-up images were assessed for changes in and around NFS. MAIN OUTCOME MEASURES Pigmentation changes, VA, development of fibrotic scar (FS), nongeographic atrophy (NGA), geographic atrophy (GA), retinal fluid on OCT, and fluorescein leakage. RESULTS Among 474 eyes with images obtained at 1, 2, and 5 years, 39 (8.2%) showed NFS at 1 year with a mean VA of 80 letters (Snellen equivalent, 20/25). Among these eyes, FS developed in 5% at 2 years and 28% at 5 years. Nongeographic atrophy was observed in 34%, 47%, and 65% of eyes at 1, 2, and 5 years, respectively. Geographic atrophy developed in 5% of eyes at 2 years and 21% at 5 years. Among eyes with NFS, FS, or no scar at 1 year, mean VA at 5 years was 73 letters (20/32), 48 letters (20/100), and 62 letters (20/63), respectively. At 5 years, NFS eyes demonstrated less GA, less intraretinal fluid, more subretinal fluid, and less subretinal pigment epithelium fluid (all P < 0.01). Among NFS eyes, mean thickness of the retina, subretinal tissue complex, and total retina did not change across years 1 to 5 (P > 0.50). The proportion of eyes with fluid on OCT also did not change (P = 0.36). Subretinal hyperreflective material disappeared by 5 years in 40% of eyes with NFS. CONCLUSIONS These results indicate that, on average, eyes with NFS after anti-VEGF treatment have good VA not only at 1 and 2 years, but also through 5 years.
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Affiliation(s)
- Ebenezer Daniel
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, Pennsylvania.
| | - Gui-Shuang Ying
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Benjamin J Kim
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Cynthia A Toth
- Department of Ophthalmology, Duke University, Durham, North Carolina
| | - Frederick Ferris
- National Eye Institute, National Institutes of Health, Bethesda, Maryland
| | - Daniel F Martin
- National Eye Institute, National Institutes of Health, Bethesda, Maryland; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Juan E Grunwald
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Glenn J Jaffe
- Department of Ophthalmology, Duke University, Durham, North Carolina
| | - Joshua L Dunaief
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Wei Pan
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Maureen G Maguire
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, Pennsylvania
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6
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Solomon SD, Lindsley K, Vedula SS, Krzystolik MG, Hawkins BS. Anti-vascular endothelial growth factor for neovascular age-related macular degeneration. Cochrane Database Syst Rev 2019; 3:CD005139. [PMID: 30834517 PMCID: PMC6419319 DOI: 10.1002/14651858.cd005139.pub4] [Citation(s) in RCA: 103] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND Age-related macular degeneration (AMD) is the most common cause of uncorrectable severe vision loss in people aged 55 years and older in the developed world. Choroidal neovascularization (CNV) secondary to AMD accounts for most cases of AMD-related severe vision loss. Intravitreous injection of anti-vascular endothelial growth factor (anti-VEGF) agents aims to block the growth of abnormal blood vessels in the eye to prevent vision loss and, in some instances, to improve vision. OBJECTIVES • To investigate ocular and systemic effects of, and quality of life associated with, intravitreous injection of three anti-VEGF agents (pegaptanib, ranibizumab, and bevacizumab) versus no anti-VEGF treatment for patients with neovascular AMD• To compare the relative effects of one of these anti-VEGF agents versus another when administered in comparable dosages and regimens SEARCH METHODS: To identify eligible studies for this review, we searched the Cochrane Central Register of Controlled Trials (CENTRAL), which contains the Cochrane Eyes and Vision Trials Register (searched January 31, 2018); MEDLINE Ovid (1946 to January 31, 2018); Embase Ovid (1947 to January 31, 2018); the Latin American and Caribbean Health Sciences Literature Database (LILACS) (1982 to January 31, 2018); the International Standard Randomized Controlled Trials Number (ISRCTN) Registry (www.isrctn.com/editAdvancedSearch - searched January 31, 2018); ClinicalTrials.gov (www.clinicaltrials.gov - searched November 28, 2018); and the World Health Organization (WHO) International Clinical Trials Registry Platform (ICTRP) (www.who.int/ictrp/search/en - searched January 31, 2018). We did not impose any date or language restrictions in electronic searches for trials. SELECTION CRITERIA We included randomized controlled trials (RCTs) that evaluated pegaptanib, ranibizumab, or bevacizumab versus each other or versus a control treatment (e.g. sham treatment, photodynamic therapy), in which participants were followed for at least one year. DATA COLLECTION AND ANALYSIS Two review authors independently screened records, extracted data, and assessed risks of bias. We contacted trial authors for additional data. We compared outcomes using risk ratios (RRs) or mean differences (MDs). We used the standard methodological procedures expected by Cochrane. MAIN RESULTS We included 16 RCTs that had enrolled a total of 6347 participants with neovascular AMD (the number of participants per trial ranged from 23 to 1208) and identified one potentially relevant ongoing trial. Six trials compared anti-VEGF treatment (pegaptanib, ranibizumab, or bevacizumab) versus control, and 10 trials compared bevacizumab versus ranibizumab. Pharmaceutical companies conducted or sponsored four trials but funded none of the studies that evaluated bevacizumab. Researchers conducted these trials at various centers across five continents (North and South America, Europe, Asia, and Australia). The overall certainty of the evidence was moderate to high, and most trials had an overall low risk of bias. All but one trial had been registered prospectively.When compared with those who received control treatment, more participants who received intravitreous injection of any of the three anti-VEGF agents had gained 15 letters or more of visual acuity (risk ratio [RR] 4.19, 95% confidence interval [CI] 2.32 to 7.55; moderate-certainty evidence), had lost fewer than 15 letters of visual acuity (RR 1.40, 95% CI 1.27 to 1.55; high-certainty evidence), and showed mean improvement in visual acuity (mean difference 6.7 letters, 95% CI 4.4 to 9.0 in one pegaptanib trial; mean difference 17.8 letters, 95% CI 16.0 to 19.7 in three ranibizumab trials; moderate-certainty evidence) after one year of follow-up. Participants treated with anti-VEGF agents showed improvement in morphologic outcomes (e.g. size of CNV, central retinal thickness) compared with participants not treated with anti-VEGF agents (moderate-certainty evidence). No trial directly compared pegaptanib versus another anti-VEGF agent and followed participants for one year; however, when compared with control treatments, ranibizumab and bevacizumab each yielded larger improvements in visual acuity outcomes than pegaptanib.Visual acuity outcomes after bevacizumab and ranibizumab were similar when the same RCTs compared the same regimens with respect to gain of 15 or more letters of visual acuity (RR 0.95, 95% CI 0.81 to 1.12; high-certainty evidence) and loss of fewer than 15 letters of visual acuity (RR 1.00, 95% CI 0.98 to 1.02; high-certainty evidence); results showed similar mean improvement in visual acuity (mean difference [MD] -0.5 letters, 95% CI -1.5 to 0.5; high-certainty evidence) after one year of follow-up, despite the substantially lower cost of bevacizumab compared with ranibizumab. Reduction in central retinal thickness was less among bevacizumab-treated participants than among ranibizumab-treated participants after one year (MD -11.6 μm, 95% CI -21.6 to -1.7; high-certainty evidence); however, this difference is within the range of measurement error, and we did not interpret it to be clinically meaningful.Ocular inflammation and increased intraocular pressure (IOP) after intravitreal injection were the most frequently reported serious ocular adverse events. Researchers reported endophthalmitis in less than 1% of anti-VEGF-treated participants and in no cases among control groups. The occurrence of serious systemic adverse events was comparable across anti-VEGF-treated groups and control groups; however, the numbers of events and trial participants may have been insufficient to show a meaningful difference between groups (evidence of low- to moderate-certainty). Investigators rarely measured and reported data on visual function, quality of life, or economic outcomes. AUTHORS' CONCLUSIONS Results of this review show the effectiveness of anti-VEGF agents (pegaptanib, ranibizumab, and bevacizumab) in terms of maintaining visual acuity; studies show that ranibizumab and bevacizumab improved visual acuity in some eyes that received these agents and were equally effective. Available information on the adverse effects of each medication does not suggest a higher incidence of potentially vision-threatening complications with intravitreous injection of anti-VEGF agents compared with control interventions; however, clinical trial sample sizes were not sufficient to estimate differences in rare safety outcomes. Future Cochrane Reviews should incorporate research evaluating variable dosing regimens of anti-VEGF agents, effects of long-term use, use of combination therapies (e.g. anti-VEGF treatment plus photodynamic therapy), and other methods of delivering these agents.
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Affiliation(s)
- Sharon D Solomon
- Johns Hopkins University School of MedicineWilmer Eye Institute600 North Wolfe StreetMaumenee 740BaltimoreMarylandUSA21287
| | - Kristina Lindsley
- Johns Hopkins Bloomberg School of Public HealthDepartment of Epidemiology615 North Wolfe Street, Mail Room E6132BaltimoreMarylandUSA21205
| | | | - Magdalena G Krzystolik
- Mass Eye and Ear InfirmaryDepartment of Ophthalmology, Retina Service1 Randall Square, Suite 203ProvidenceRhode IslandUSA02904
| | - Barbara S Hawkins
- Johns Hopkins University School of MedicineWilmer Eye Institute600 North Wolfe StreetMaumenee 740BaltimoreMarylandUSA21287
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7
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Chae B, Su D, Gal-Or O, Freund KB, Sarraf D. Type 3 neovascularisation: long-term analysis of visual acuity and optical coherence tomography anatomical outcomes. Br J Ophthalmol 2018. [PMID: 29519877 DOI: 10.1136/bjophthalmol-2018-311850] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND To investigate the long-term visual and optical coherence tomography (OCT) anatomical outcomes of type 3 neovascularisation (NV) and to identify any baseline predictors of poor outcomes. METHODS In this retrospective study, patients diagnosed with treatment naïve type 3 NV were identified and categorised into two groups: good or poor vision based on final vision at 1 year. Baseline demographic features and visual acuity (VA) and baseline and 1-year spectral domain OCT (SD-OCT) anatomical findings were studied and correlated with good versus poor visual outcomes. RESULTS Ten of 25 eyes were classified as having a poor visual outcome (20/50 or worse) at 1 year. Increased age (P=0.049), male gender (p=0.041) and worse baseline VA (ρs=0.61, p=0.001) were associated with poor vision at 1 year. Greater foveal atrophy was noted at 1 year in the poor visual outcome group (p=0.030). Subretinal hyper-reflective material and choroidal thinning were additional features noted more commonly in this group. CONCLUSION Increased age, male gender and lower baseline vision may be important baseline predictors of poor visual outcomes in eyes with type 3 NV. The development of central outer retinal atrophy and fibrosis, as identified with SD-OCT, may limit long-term vision in eyes with type 3 NV.
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Affiliation(s)
- Bora Chae
- Stein Eye Institute, University of California, Los Angeles, California, USA
| | - Daniel Su
- Stein Eye Institute, University of California, Los Angeles, California, USA
| | - Orly Gal-Or
- Vitreous, Retina Macula, Consultants of New York, New York City, New York, USA.,LuEsther T Mertz Retinal Research Center, Manhattan Eye, Ear and Throat Hospital, New York, New York, USA.,Department of Ophthalmology, Rabin Medical Center, Petach Tikva, Israel
| | - K Bailey Freund
- Vitreous, Retina Macula, Consultants of New York, New York City, New York, USA.,LuEsther T Mertz Retinal Research Center, Manhattan Eye, Ear and Throat Hospital, New York, New York, USA.,Department of Ophthalmology, New York University School of Medicine, New York, New York, USA
| | - David Sarraf
- Stein Eye Institute, University of California, Los Angeles, California, USA.,Department of Ophthalmology, Kaiser Permanente, Woodland Hills, California, USA
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8
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Bertens CJ, Gijs M, van den Biggelaar FJ, Nuijts RM. Topical drug delivery devices: A review. Exp Eye Res 2018; 168:149-160. [DOI: 10.1016/j.exer.2018.01.010] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 12/08/2017] [Accepted: 01/11/2018] [Indexed: 12/22/2022]
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9
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Kawashima Y, Hata M, Oishi A, Ooto S, Yamashiro K, Tamura H, Miyata M, Uji A, Ueda-Arakawa N, Tsujikawa A. Association of Vascular Versus Avascular Subretinal Hyperreflective Material With Aflibercept Response in Age-related Macular Degeneration. Am J Ophthalmol 2017; 181:61-70. [PMID: 28669776 DOI: 10.1016/j.ajo.2017.06.015] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 06/15/2017] [Accepted: 06/21/2017] [Indexed: 11/16/2022]
Abstract
PURPOSE To investigate flow signal within subretinal hyperreflective material (SHRM) using optical coherence tomography angiography (OCTA) and its association with aflibercept treatment responses in treatment-naïve neovascular age-related macular degeneration (nAMD). DESIGN Prospective consecutive interventional case series. METHODS Forty-four eyes of 44 patients with treatment-naïve nAMD manifesting SHRM on OCT were studied. All patients underwent OCTA and received 3 monthly aflibercept injections. The intrinsic flow signals within SHRM were quantitatively analyzed using OCTA, and eyes were classified into the vascular and avascular SHRM groups. RESULTS Of 44 eyes, 21 (47.7%) and 23 (52.3%) showed vascular SHRM and avascular SHRM, respectively. Compared with eyes with avascular SHRM, eyes with vascular SHRM showed higher rates of external limiting membrane (ELM) disruption owing to SHRM (P = .015), classic choroidal neovascularization (CNV) (85.7% vs 26.1%, P = .87 × 10-4), and intraretinal fluid (P = .008) at baseline. After 3 aflibercept injections, 38 eyes (86.4%) showed dry macula despite persistent SHRM in 24 eyes (54.5%). Compared with the eyes with resolved SHRM, those with persistent SHRM showed higher rate of vascular SHRM (75.0% vs 15.0%, P = .86 × 10-4), classic CNV (P = .032), absence of polypoidal lesion (P = .020), ELM disruption owing to SHRM (P = .042), and intraretinal fluid (P = .008). Dry macula after loading injections was significantly associated with SHRM resolution (P = .025). CONCLUSIONS In nAMD, SHRM can be categorized as vascular and avascular by quantitative OCTA analysis. Vascular SHRM persisted after treatment and was associated with failure to achieve dry macula, suggesting that vascular SHRM is predictive of lower response to anti-VEGF therapy.
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Affiliation(s)
- Yu Kawashima
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan
| | - Masayuki Hata
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan.
| | - Akio Oishi
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan
| | - Sotaro Ooto
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan
| | - Kenji Yamashiro
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan
| | - Hiroshi Tamura
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan
| | - Manabu Miyata
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan
| | - Akihito Uji
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan
| | - Naoko Ueda-Arakawa
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan
| | - Akitaka Tsujikawa
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate, School of Medicine, Kyoto, Japan
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Association of Vascular Versus Avascular Subretinal Hyperreflective Material With Aflibercept Response in Age-related Macular Degeneration. Am J Ophthalmol 2017. [DOI: 10.1016/j.ajo.2017.06.015%0a©] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Daniel E, Grunwald JE, Kim BJ, Maguire MG, Jaffe GJ, Toth CA, Ferris FL, Martin DF, Shaffer J, Ying GS. Visual and Morphologic Outcomes in Eyes with Hard Exudate in the Comparison of Age-Related Macular Degeneration Treatments Trials. Ophthalmol Retina 2017; 1:25-33. [PMID: 28620652 DOI: 10.1016/j.oret.2016.09.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
PURPOSE To compare baseline characteristics, visual acuity (VA) and morphological outcomes between eyes with baseline hard exudates (HE) and all other eyes among patients with neovascular age-related macular degeneration (NVAMD) treated with anti-vascular endothelial growth factors (anti-VEGF). DESIGN Prospective cohort study within the Comparison of Age-Related Macular Degeneration Treatments Trials (CATT). PARTICIPANTS Patients with NVAMD. METHODS Readers evaluated baseline and follow-up morphology on digital color images, fluorescein angiography (FA), and optical coherence tomography (OCT) in eyes with NVAMD that were randomly assigned to treatment with either ranibizumab or bevacizumab. Ophthalmologists identified HE on color images in the study eye. MAIN OUTCOME MEASURES VA; scar; geographic atrophy; retinal thickness, fluid; and number of anti-VEGF injections. RESULTS HE was present in 128 of 1185 (11%) study eyes at baseline, 77% within 1 disc diameter of the foveal center. Patients with study eye HE were more likely female (81% vs 60%; p<0.001) and non-smokers (53% vs 42%; p=0.004). Both groups had similar proportions of hypercholesterolemia and hypertriglyceridemia. At baseline, eyes with HE had worse VA (mean 57 vs 61 letters; p=0.003), larger total lesion size (3.3 vs 2.4 DA; p <0.001), greater total foveal thickness (522µm vs 452µm; p<0.001), more retinal angiomatous proliferation (18% vs 10%; p=0.009) and sub-RPE fluid (65% vs 47%; p<0.001). At 1 year, VA was similar in both groups; more eyes with baseline HE had no fluid (45% vs 29%; p<0.001) and greater reduction in total foveal thickness (-266µm vs -158u; p<0.001). VA at year 2 was similar but retinas of eyes with baseline HE were thinner (267µm vs 299µm; p=0.03) and fewer eyes had sub-retinal fluid (23% vs 36%; p=0.008). HE was present in 19% of eyes at 1 year and 5% of eyes at 2 years. LIPC promoter SNP rs10468017 was not associated with NVAMD HE. CONCLUSION Eyes with HE have larger CNV lesions and more RAP. Their initially thicker retina rapidly becomes thinner on anti-VEGF treatment. HE is not significantly associated with hyperlipidemia. HE at baseline does not significantly influence VA, scar and GA outcomes in eyes with NVAMD treated with anti-VEGF. Few eyes have HE at year 2.
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Affiliation(s)
- Ebenezer Daniel
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
| | - Juan E Grunwald
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
| | - Benjamin J Kim
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
| | - Maureen G Maguire
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
| | - Glenn J Jaffe
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
| | - Cynthia A Toth
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
| | - Frederick L Ferris
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
| | - Daniel F Martin
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
| | - James Shaffer
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
| | - Gui-Shuang Ying
- Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, United States. Department of Ophthalmology, Duke University, Durham, NC, United States. Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States. National Eye Institute, Bethesda, MD, United States
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[Visual acuity in anti-VEGF therapy for AMD : Can specific characteristics in the SD-OCT help?]. Ophthalmologe 2016; 114:49-56. [PMID: 27364636 DOI: 10.1007/s00347-016-0308-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND The efficacy of anti-VEGF therapy in exudative AMD has been established in several large clinical trials using a fixed injection regimen as well as a SD-OCT-based PRN regimen. In these studies, after the first three injections, an increase of the mean visual acuity was observed, which could be stabilized with constant treatment for up to 24 months. However, the specific course of the visual acuity is very different between individuals. The aim of the present study was to correlate specific initial SD-OCT parameters with the course of visual acuity in order to characterize factors that may be important for the individual visual prognosis. PATIENTS AND METHODS In a prospective case study, the visual course and SD-OCT changes of 156 patients with minimum follow-up of 12 months (mean 80.1 months) were analysed. Visual acuity (LogMar) was investigated at regular intervals and correlated with specific SD-OCT parameters (foveal thickness, height of sub-retinal fluid or presence of associated PED, presence of intra-retinal cysts, length of IS/OS break, choroidal thickness). RESULTS The initial increase in visual acuity could be stabilized over time. This effect was associated with a decrease in foveal retinal thickness, which also persisted over time. While sub-retinal fluid, presence of PED, and choroidal thickness showed no prognostic relevance for the change in visual acuity, the presence of more advanced central retinal thickness, of intra-retinal cysts or a longer break in the IS/OS junction were associated with a less favourable development of visual acuity. CONCLUSION In the present study, the presence of more advanced central retinal thickness, of intra-retinal cysts or a larger IS/OS break correlated significantly with a worse visual prognosis. These might be clinical signs for more extensive pre-existing intra-retinal changes. Further analysis and new diagnostic tools may prove this and may result in specific additive neuroprotective or regenerative therapeutic approaches in exudative AMD.
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