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Kuo BL, Tabano D, Garmo V, Kim E, Leng T, Hatfield M, LaPrise A, Singh RP. Long-term Treatment Patterns for Diabetic Macular Edema: Up to 6-Year Follow-up in the IRIS® Registry. Ophthalmol Retina 2024; 8:1074-1082. [PMID: 38830485 DOI: 10.1016/j.oret.2024.05.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 05/10/2024] [Accepted: 05/28/2024] [Indexed: 06/05/2024]
Abstract
OBJECTIVE To characterize anti-VEGF intravitreal therapy (IVT) patterns and long-term visual outcomes among patients with diabetic macular edema (DME) in routine clinical practice in the United States. DESIGN Retrospective analysis of the American Academy of Ophthalmology's IRIS® (Intelligent Research in Sight) Registry. PARTICIPANTS Treatment-naïve patients with DME (no previous IVT in the past 12 months) initiating anti-VEGF IVT from January 1, 2015, to March 31, 2021. METHODS Baseline characteristics, treatment patterns, and long-term visual acuity (VA) outcomes were reported for up to 6 years of follow-up. MAIN OUTCOME MEASURES Outcomes included the annualized number of injections, change in VA, and anti-VEGF agents. RESULTS A total of 190 345 eyes met the inclusion criteria. After 1 year of anti-VEGF IVT initiation, eyes received a mean of 3.9 (±2.8) injections and gained +3.2 (±16.4) letters of vision. Of the 1236 eyes with year 6 data, eyes received a mean of 2.9 (±2.1) injections in year 6 and gained +0.5 (±19.7) letters from baseline. The number of injections decreased, and injection intervals increased year over year up to 6 years regardless of baseline VA initiation. The average injection interval was 10 weeks in year 1 and increased to 13.2 weeks in year 2 before plateauing in years 3 to 6 (12.6, 12.3, 12.2, and 12.3 weeks, respectively). Improvements in VA from baseline were greatest in eyes that received 5 or more injections each year. At the end of follow-up, eyes with good baseline vision (>20/25) lost vision, whereas those with worse baseline vision (<20/25) gained vision. Although 51.7% of patients with DME discontinued IVT after a mean of 6 months, 32.8% reinitiated anti-VEGF IVT. Worse VA outcomes were associated with patients of Hispanic ethnicity (-1.08; 95% confidence interval: -1.34, -0.83] compared with non-Hispanic), Medicaid insurance (-1.15; 95% confidence interval: -1.48, -0.81 compared with commercial), and older age (-0.06; 95% confidence interval: -0.07, -0.05] each additional year). CONCLUSIONS Patients with DME in routine clinical settings receive fewer injections than those in clinical trials and fewer than recommended per the label of US Food and Drug Administration-approved anti-VEGF IVT. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found after the references in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Blanche L Kuo
- Case Western Reserve University School of Medicine, Cleveland, Ohio; Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - David Tabano
- Genentech, Inc., South San Francisco, California
| | | | - Eunice Kim
- Genentech, Inc., South San Francisco, California
| | - Theodore Leng
- Byers Eye Institute at Stanford, Stanford University School of Medicine, Palo Alto, California
| | | | | | - Rishi P Singh
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
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Gabrielle PH, Mehta H, Barthelmes D, Daien V, Nguyen V, Gillies MC, Creuzot-Garcher CP. From randomised controlled trials to real-world data: Clinical evidence to guide management of diabetic macular oedema. Prog Retin Eye Res 2023; 97:101219. [PMID: 37898362 DOI: 10.1016/j.preteyeres.2023.101219] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 10/12/2023] [Accepted: 10/13/2023] [Indexed: 10/30/2023]
Abstract
Randomised clinical trials (RCTs) are generally considered the gold-standard for providing scientific evidence for treatments' effectiveness and safety but their findings may not always be generalisable to the broader population treated in routine clinical practice. RCTs include highly selected patient populations that fit specific inclusion and exclusion criteria. Although they may have a lower level of certainty than RCTs on the evidence hierarchy, real-world data (RWD), such as observational studies, registries and databases, provide real-world evidence (RWE) that can complement RCTs. For example, RWE may help satisfy requirements for a new indication of an already approved drug and help us better understand long-term treatment effectiveness, safety and patterns of use in clinical practice. Many countries have set up registries, observational studies and databases containing information on patients with retinal diseases, such as diabetic macular oedema (DMO). These DMO RWD have produced significant clinical evidence in the past decade that has changed the management of DMO. RWD and medico-administrative databases are a useful resource to identify low frequency safety signals. They often have long-term follow-up with a large number of patients and minimal exclusion criteria. We will discuss improvements in healthcare information exchange technologies, such as blockchain technology and FHIR (Fast Healthcare Interoperability Resources), which will connect and extend databases already available. These registries can be linked with existing or emerging retinal imaging modalities using artificial intelligence to aid diagnosis, treatment decisions and provide prognostic information. The results of RCTs and RWE are combined to provide evidence-based guidelines.
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Affiliation(s)
- Pierre-Henry Gabrielle
- Department of Ophthalmology, Dijon University Hospital, Dijon, Burgundy, France; The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
| | - Hemal Mehta
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia; Ophthalmology Department, Royal Free London NHS Foundation Trust, London, United Kingdom
| | - Daniel Barthelmes
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia; Department of Ophthalmology, University Hospital and University of Zurich, Zurich, Switzerland
| | - Vincent Daien
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia; Department of Ophthalmology, Montpellier University Hospital, Montpellier, France; Institute for Neurosciences of Montpellier, Univ Montpellier, INSERM, Montpellier, France
| | - Vuong Nguyen
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
| | - Mark C Gillies
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
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Dot C, Poli M, Aptel F, Labbe A, Kodjikian L, Baillif S, Bodaghi B, Denis P. Ocular hypertension and intravitreal steroids injections, update in 2023. French guidelines of the French glaucoma society and the French ophthalmology society. J Fr Ophtalmol 2023; 46:e249-e256. [PMID: 37302867 DOI: 10.1016/j.jfo.2023.05.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 05/30/2023] [Indexed: 06/13/2023]
Abstract
These guidelines are a consensus of French glaucoma and retina experts on the management of ocular hypertension (OHT) observed in a third of the cases after corticosteroid implant intravitreal injections. They update the first guidelines published in 2017. Two implants are marketed in France: the dexamethasone implant (DEXi) and the fluocinolone acetonide implant (FAci). It is essential to assess the pressure status before injecting a patient with a corticosteroid implant. A molecule-specific monitoring of the intraocular pressure is needed throughout the follow-up and at the time of reinjections. Real-life studies have allowed optimizing the management algorithm by significantly increasing the safety of these implants. Corticosteroid testing with DEXi should be performed before switching to FAci to optimize pressure tolerance of FAci. Beyond topical hypotensive treatments, selective laser trabeculoplasty may be considered in the therapeutic arsenal for the management of steroid-induced OHT and subsequent injections.
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Affiliation(s)
- C Dot
- HIA Desgenettes/CHU E. Herriot, Lyon, France.
| | - M Poli
- Pôle vision, Ecully, France
| | | | - A Labbe
- CHNO des XV-XX, Paris, France
| | | | | | - B Bodaghi
- CHU de Pitié Salpétrière, Paris, France
| | - P Denis
- CHU de Croix-Rousse, Lyon, France
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Dot C, Poli M, Aptel F, Labbe A, Kodjikian L, Baillif S, Bodaghi B, Denis P. [Intraocular pressure elevation and intravitreal steroid implant injection: State of the art in 2023. Recommendations of the French Glaucoma Society and French Ophthalmology Society [French version]]. J Fr Ophtalmol 2023; 46:803-810. [PMID: 37481449 DOI: 10.1016/j.jfo.2023.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 05/22/2023] [Accepted: 05/23/2023] [Indexed: 07/24/2023]
Abstract
These are the recommendations of French glaucoma and retina experts on the management of ocular hypertension (OHT) observed in 1/3 of cases after intravitreal steroid implant injections. They are an update to the recommendations first published in 2017. There are two implants on the French market: the dexamethasone (DEXi) and fluocinolone acetonide (FAci) implants. It is important to know the pressure status before injecting a patient with a steroid implant. Monitoring of the IOP adapted to the specific drug is necessary throughout follow-up and reinjections. Real-life studies have made it possible to optimize the management algorithm by significantly increasing the safety of use of these implants. A corticosteroid test with DEXi is necessary before switching to FAci to optimize the pressure tolerance of the latter. In addition to topical glaucoma medications, SLT laser can be considered in the therapeutic arsenal for the management of steroid-induced OHT and future injections.
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Affiliation(s)
- C Dot
- HIA Desgenettes, CHU É.-Herriot, Lyon, France.
| | - M Poli
- Pôle vision, Écully, France
| | | | - A Labbe
- CHNO des XV-XX, Paris, France
| | | | | | - B Bodaghi
- CHU Pitié-Salpêtrière, Paris, France
| | - P Denis
- CHU Croix-Rousse, Lyon, France
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Soh ZD, Cheng CY. Application of big data in ophthalmology. Taiwan J Ophthalmol 2023; 13:123-132. [PMID: 37484625 PMCID: PMC10361443 DOI: 10.4103/tjo.tjo-d-23-00012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 04/02/2023] [Indexed: 07/25/2023] Open
Abstract
The advents of information technologies have led to the creation of ever-larger datasets. Also known as big data, these large datasets are characterized by its volume, variety, velocity, veracity, and value. More importantly, big data has the potential to expand traditional research capabilities, inform clinical practice based on real-world data, and improve the health system and service delivery. This review first identified the different sources of big data in ophthalmology, including electronic medical records, data registries, research consortia, administrative databases, and biobanks. Then, we provided an in-depth look at how big data analytics have been applied in ophthalmology for disease surveillance, and evaluation on disease associations, detection, management, and prognostication. Finally, we discussed the challenges involved in big data analytics, such as data suitability and quality, data security, and analytical methodologies.
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Affiliation(s)
- Zhi Da Soh
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Ching-Yu Cheng
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
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Maatouk CM, Sastry R, Singh RP. Long term outcomes following anti-VEGF therapy for diabetic macular edema. EXPERT REVIEW OF OPHTHALMOLOGY 2022. [DOI: 10.1080/17469899.2022.2131539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Christopher M. Maatouk
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
- The Cole Eye Center for Ophthalmic Bioinformatics, Cleveland, OH, USA
| | - Resya Sastry
- The Cole Eye Center for Ophthalmic Bioinformatics, Cleveland, OH, USA
- Creighton University School of Medicine, Omaha, NE, USA
| | - Rishi P. Singh
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Cleveland Clinic Martin Hospital, Stuart, FL, USA
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Changes in 12-month outcomes over time for age-related macular degeneration, diabetic macular oedema and retinal vein occlusion. Eye (Lond) 2022; 37:1145-1154. [PMID: 35508721 PMCID: PMC9066999 DOI: 10.1038/s41433-022-02075-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 03/21/2022] [Accepted: 04/19/2022] [Indexed: 11/08/2022] Open
Abstract
Objectives To identify whether the outcomes of neovascular age-related macular degeneration (nAMD), diabetic macular oedema (DMO) and retinal vein occlusion (RVO) in routine clinical practice have changed over time. Methods We analysed 12-month outcomes in treatment-naïve eyes that started aflibercept or ranibizumab for nAMD (3802 eyes), DMO (975 eyes), Branch RVO (BRVO, 357 eyes), Central RVO (CRVO, 371 eyes) and Hemi-RVO (HRVO, 54 eyes) from 2015 and 2019 tracked in the prospectively designed observational Fight Retinal Blindness! Registry. Results The mean VA change at 12-month for each year between 2015 and 2019 remained stable or otherwise showed no discernible trends over time in eyes with nAMD (+3.3 to +6 letters), DMO (+3.6 to +6.7 letters) and RVO (+10.3 to +11.7 letters for BRVO, +5.9 to +17.7 letters for CRVO and 10.2 to 20.7 letters for HRVO). The median number of VEGF-inhibitor injections in eyes that completed 12-month follow-up also remained stable at 8–9 for nAMD, 6–7 for DMO, 7–9 for RVO. Fewer eyes (<one-fourth) that started treatment between 2015 and 2018 and more eyes starting in 2019 did not complete 12-month’s follow-up visit. The mean VA in non-completers at their last visit was higher than that of their baseline visit. Conclusions Treatment patterns and outcomes for nAMD, DMO and RVO in routine clinical practice have stabilised over the past 5 years at levels inferior to those reported by the pivotal phase 3 studies. A conscious effort to treat these conditions more intensively, or with longer lasting agents, would likely improve outcomes further in our patients.
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Bevacizumab for diabetic macular oedema: one-year treatment outcomes from the Fight Retinal Blindness! Registry. Eye (Lond) 2022; 36:594-602. [PMID: 33767407 PMCID: PMC8873324 DOI: 10.1038/s41433-021-01509-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 02/26/2021] [Accepted: 03/10/2021] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES This study evaluated the 1-year treatment outcomes of bevacizumab for diabetic macular oedema (DMO) in routine clinical practice. METHODS A retrospective analysis was performed on 298 eyes of 220 patients with DMO that received intra-vitreal bevacizumab between 1 September 2013 and 31 August 2018 that were tracked by a prospectively designed, web-based observational registry-the Fight Retinal Blindness! Registry. RESULTS The mean visual acuity (95% confidence interval [CI]) at 1-year was 3 (2, 5) letters better than a mean (SD) of 68 (15) letters at study entry. Nearly a quarter of eyes achieved ≥20/40. Eyes presenting with better vision (≥20/40) tended to maintain that vision during the period of observation, whereas those presenting with worse vision (<20/40) gained a mean (95% CI) of 9 (5, 13) letters. A mean reduction in the macular thickness was observed over the study period with the central subfield improving by 29 µm (95% CI 17, 40) from a mean (SD) of 402 (109) µm at study entry. Eyes that completed 1 year of follow-up received a median (Q1, Q3) of 7 (4, 9) bevacizumab injections. Sixty-two eyes, ~20%, that started with bevacizumab changed to either another VEGF inhibitor or steroid (triamcinolone) during the period of observation. This did not lead to functional improvement for eyes changed to either ranibizumab or aflibercept despite a further reduction in macular thickness. An improvement in vision and reduction in macular thickness was noted in the 13 eyes that subsequently received triamcinolone. Approximately 10% of eyes dropped out over 12 months, even though their mean visual acuity had improved by seven letters from the initial visit. CONCLUSIONS Bevacizumab is an effective treatment for DMO in unselected populations.
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Watane A, Kalavar M, Yannuzzi NA, Kuriyan AE, Sridhar J. TRENDS IN INTRAVITREAL CORTICOSTEROID AGENT USE BY US OPHTHALMOLOGISTS IN MEDICARE BENEFICIARIES AND ASSOCIATION WITH PHYSICIAN-INDUSTRY INTERACTIONS. Retina 2021; 41:1754-1761. [PMID: 33315816 PMCID: PMC8190160 DOI: 10.1097/iae.0000000000003081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE To report trends of intravitreal corticosteroid use and explore the relationship between career experience, reported industry payments, and prescribing habits. METHODS A retrospective review of ophthalmologists who administered intravitreal dexamethasone implants (DEX) and triamcinolone acetonide (TA) injections between August 2013 and December 2017. RESULTS A total of 1,070 US ophthalmologists were reimbursed by Medicare for 522,804 DEX injections and 2.6 million TA injections. There was a significant positive trend in the number of DEX (P = 0.01), but not TA, injections per year. Mid-career and late-career physicians performed significantly greater total injections on average compared with early-career physicians (both P < 0.001). Early-career physicians performed a greater proportion of DEX injections than late-career physicians (P = 0.006). Industry payments were positively associated with the proportion of DEX used and inversely correlated with the proportion of TA administered (P < 0.001). On multivariate analysis, years in practice, number of payments, and total value of payments were significantly associated with the number of DEX injections administered (all P < 0.001). CONCLUSION From 2013 to 2017, the use of DEX increased, whereas TA use remained stable. There was a positive association between DEX use and physician-industry interactions, which may be explained by seniority and experience. This study does not define a causal relationship.
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Affiliation(s)
- Arjun Watane
- Bascom Palmer Eye Institute at the University of Miami Miller School of Medicine. 900 NW 17 Street. Miami, FL 33136
| | - Meghana Kalavar
- Bascom Palmer Eye Institute at the University of Miami Miller School of Medicine. 900 NW 17 Street. Miami, FL 33136
| | - Nicolas A. Yannuzzi
- Bascom Palmer Eye Institute at the University of Miami Miller School of Medicine. 900 NW 17 Street. Miami, FL 33136
| | - Ajay E. Kuriyan
- Mid Atlantic Retina, Retina Service for Wills Eye Hospital, 840 Walnut Street Suite 1020, Philadelphia, PA 19107
| | - Jayanth Sridhar
- Bascom Palmer Eye Institute at the University of Miami Miller School of Medicine. 900 NW 17 Street. Miami, FL 33136
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