1
|
Boudousq C, Nguyen V, Hunt A, Gillies M, Zarranz-Ventura J, O'Toole L, Mangelschots E, Kusenda P, Schmidt-Erfurdt U, Pollreisz A, Kheir WJ, Arruabarrena C, Vujosevic S, Barthelmes D, Creuzot-Garcher C, Gabrielle PH. European Unmet Needs in the Management of Neovascular Age-Related Macular Degeneration in Daily Practice: Data from the Fight Retinal Blindness! Registry. Ophthalmol Retina 2024; 8:527-536. [PMID: 38185453 DOI: 10.1016/j.oret.2024.01.004] [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: 07/17/2023] [Revised: 01/01/2024] [Accepted: 01/03/2024] [Indexed: 01/09/2024]
Abstract
PURPOSE To evaluate the proportion, predictors, and outcomes of patients with neovascular age-related macular degeneration (nAMD) treated with a high burden of VEGF inhibitor intravitreal (IVT) injections after 2 years in routine clinical practice. DESIGN Retrospective analysis of data from a prospectively designed observational outcomes registry, the Fight Retinal Blindness! Project, of patients treated in European centers. PARTICIPANTS Treatment-naïve eyes (1 eye per patient) starting VEGF inhibitors for nAMD from January 2017 to March 2020 with 24 months of follow-up. We analyzed the following 3 treatment-burden groups defined by the mean interval of the 3 closest injections to the 24-month visit: (1) those with a high-treatment burden had injection intervals ≤ 42 days, (2) those with a low-treatment burden had injection intervals between 43 and 83 days; and (3) those with tolerable treatment burden had injection intervals between 84 and 365 days. METHODS Multinomial regression was used to evaluate baseline risk predictors of patients requiring a high-treatment burden. MAIN OUTCOME MEASURES The proportion of patients that experienced a high-treatment burden at 2 years and its predictors. RESULTS We identified 2038 eligible patients completing 2 years of treatment (2038/3943 patients [60%]) with a median (quartile 1, quartile 3) of 13 (10, 17) injections. The proportion of patients with a high-treatment burden was 25% (516 patients) at 2 years. Younger patients (odds ratio [OR], 0.97; 95% confidence interval [CI], 0.96-0.99; P < 0.01) were more likely to have high-treatment burden, whereas eyes with type 3 choroidal neovascular lesions at baseline were significantly less likely (OR, 0.26; 95% CI, 0.13-0.52; P < 0.01). Regarding type of fluid, patients with subretinal fluid only at baseline (OR, 3.85; 95% CI, 1.34-11.01; P = 0.01) and persistent active intraretinal (OR, 1.56; 95% CI, 1.18-2.06; P < 0.01) or subretinal fluid only (OR, 2.21; 95% CI, 1.52-3.21; P < 0.01) after the loading phase had a higher risk of high treatment burden at 2 years. CONCLUSIONS High treatment burden is a common issue in routine clinical practice in Europe, with a quarter of patients requiring injections of conventional VEGF inhibitors every 6 weeks at 2 years and 40% discontinuing treatment within 2 years. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
Collapse
Affiliation(s)
- Clotilde Boudousq
- Department of Ophthalmology, Dijon University Hospital, Dijon, France
| | - Vuong Nguyen
- The University of Sydney, Sydney Medical School, Discipline of Ophthalmology, Save Sight Institute, Sydney, New South Wales, Australia
| | - Adrian Hunt
- The University of Sydney, Sydney Medical School, Discipline of Ophthalmology, Save Sight Institute, Sydney, New South Wales, Australia
| | - Mark Gillies
- The University of Sydney, Sydney Medical School, Discipline of Ophthalmology, Save Sight Institute, Sydney, New South Wales, Australia
| | - Javier Zarranz-Ventura
- Hospital Clinic de Barcelona, Universitat de Barcelona, Institut de Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Louise O'Toole
- Department of Ophthalmology, Mater Private Network, Dublin, University College Dublin, Ireland
| | | | - Pavol Kusenda
- Department of Ophthalmology, University Hospital - St. Michael's Hospital, Bratislava, Slovakia
| | | | - Andreas Pollreisz
- Department of Ophthalmology and Optometry, Medical University Vienna, Vienna, Austria
| | - Wajiha Jurdi Kheir
- Department of Ophthalmology, American University of Beirut Medical Center, Beirut, Lebanon
| | - Carolina Arruabarrena
- Department of Ophthalmology, Hospital Universitario Príncipe de Asturias, Madrid, Spain
| | - Stela Vujosevic
- Eye Clinic, IRCCS MultiMedica, Milan, Italy; Department of Biomedical, Surgical and Dental Sciences, University of Milano, Milan, Italy
| | - Daniel Barthelmes
- Department of Ophthalmology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | | | - Pierre-Henry Gabrielle
- Department of Ophthalmology, Dijon University Hospital, Dijon, France; The University of Sydney, Sydney Medical School, Discipline of Ophthalmology, Save Sight Institute, Sydney, New South Wales, Australia.
| |
Collapse
|
2
|
Leingang O, Riedl S, Mai J, Reiter GS, Faustmann G, Fuchs P, Scholl HPN, Sivaprasad S, Rueckert D, Lotery A, Schmidt-Erfurth U, Bogunović H. Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5). Sci Rep 2023; 13:19545. [PMID: 37945665 PMCID: PMC10636170 DOI: 10.1038/s41598-023-46626-7] [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] [Received: 08/08/2023] [Accepted: 11/03/2023] [Indexed: 11/12/2023] Open
Abstract
Real-world retinal optical coherence tomography (OCT) scans are available in abundance in primary and secondary eye care centres. They contain a wealth of information to be analyzed in retrospective studies. The associated electronic health records alone are often not enough to generate a high-quality dataset for clinical, statistical, and machine learning analysis. We have developed a deep learning-based age-related macular degeneration (AMD) stage classifier, to efficiently identify the first onset of early/intermediate (iAMD), atrophic (GA), and neovascular (nAMD) stage of AMD in retrospective data. We trained a two-stage convolutional neural network to classify macula-centered 3D volumes from Topcon OCT images into 4 classes: Normal, iAMD, GA and nAMD. In the first stage, a 2D ResNet50 is trained to identify the disease categories on the individual OCT B-scans while in the second stage, four smaller models (ResNets) use the concatenated B-scan-wise output from the first stage to classify the entire OCT volume. Classification uncertainty estimates are generated with Monte-Carlo dropout at inference time. The model was trained on a real-world OCT dataset, 3765 scans of 1849 eyes, and extensively evaluated, where it reached an average ROC-AUC of 0.94 in a real-world test set.
Collapse
Affiliation(s)
- Oliver Leingang
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Sophie Riedl
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Julia Mai
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Gregor S Reiter
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Georg Faustmann
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
- Christian Doppler Lab for Artificial Intelligence in Retina, Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Philipp Fuchs
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Hendrik P N Scholl
- Institute of Molecular and Clinical Ophthalmology Basel, Basel, Switzerland
- Department of Ophthalmology, University of Basel, Basel, Switzerland
| | - Sobha Sivaprasad
- NIHR Moorfields Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Daniel Rueckert
- BioMedIA, Imperial College London, London, UK
- Institute for AI and Informatics in Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Andrew Lotery
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Ursula Schmidt-Erfurth
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Hrvoje Bogunović
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria.
- Christian Doppler Lab for Artificial Intelligence in Retina, Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria.
| |
Collapse
|
3
|
Chantarasorn Y, Ruamviboonsuk P, Thoongsuwan S, Vongkulsiri S, Kungwanpongpun P, Hanutsaha P. Clinical Correlation of Retinal Fluid Fluctuation Represented by Fluctuation Index in Wet Age-Related Macular Degeneration: TOWER Study Report 2. Transl Vis Sci Technol 2023; 12:2. [PMID: 37787990 PMCID: PMC10552872 DOI: 10.1167/tvst.12.10.2] [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: 05/21/2023] [Accepted: 09/01/2023] [Indexed: 10/04/2023] Open
Abstract
Purpose To explore outcomes and biomarkers associated with retinal fluid instability represented by a new parameter in neovascular age-related macular degeneration (nAMD). Methods Patients with treatment-naïve nAMD receiving anti-vascular endothelial growth factor (VEGF) injections for a duration of 1 to 3 years were consecutively reviewed. Fluctuation Index (FI) of each eye, calculated by averaging the sum of differences in 1-mm central subfield thickness between each follow-up from months 3 to 24, was arranged into ascending order from the lowest to the highest and split equally into low, moderate, and high fluctuation groups. Outcomes were analyzed at 24 months. Results Of 558 eyes, FI values showed a negative correlation with a degree-response gradient with 24-month visual improvement. After controlling for baseline best-corrected visual acuity and potential confounders, eyes with low fluctuation gained more Early Treatment Diabetic Retinopathy Study letters than those in the moderate and high fluctuation group (Δ, 10.1 and 14.0 letters, respectively). Significant best-corrected visual acuity improvement from baseline to month 24 (11.8 letters) was observed exclusively in the low fluctuation group despite the indifference in the number of injections and types of anti-VEGF drug used among groups. Patients presenting with central subfield thickness of ≥405 µm or intraretinal fluid coinciding with subretinal fluid showed a significant association with foveal thickness instability during the maintenance phase. Conclusions Apart from the central subfield thickness values, unstable macular thickening represented by the FI was associated with some baseline features and may contribute to substandard visual outcomes. Translational Relevance FI may be a valuable tool for assessing therapeutic adequacy in the treatment of nAMD.
Collapse
Affiliation(s)
- Yodpong Chantarasorn
- Department of Ophthalmology, Vajira Hospital, Navamindradhiraj University, Bangkok, Thailand
| | - Paisan Ruamviboonsuk
- Department of Ophthalmology, Rajavithi Hospital, Rungsit University, Bangkok, Thailand
| | - Somanus Thoongsuwan
- Department of Ophthalmology, Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Sritatath Vongkulsiri
- Department of Ophthalmology, Phramongkutklao Hospital, Phramongkutklao College of Medicine, Bangkok, Thailand
| | | | - Prut Hanutsaha
- Department of Ophthalmology, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| |
Collapse
|
4
|
Impact of Treating Age-Related Macular Degeneration before Visual Function Is Impaired. J Clin Med 2022; 11:jcm11195726. [PMID: 36233594 PMCID: PMC9573686 DOI: 10.3390/jcm11195726] [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: 08/01/2022] [Revised: 09/11/2022] [Accepted: 09/23/2022] [Indexed: 11/23/2022] Open
Abstract
Visual outcomes of age-related macular degeneration (AMD) have substantially improved via anti-vascular endothelial growth factor (anti-VEGF) therapy. However, the treatment effects vary among individuals. Medical charts of 104 eyes (104 patients) with AMD, treated with anti-VEGF drugs and followed up for 12−36 months, were retrospectively analyzed. Logistic regression analyses adjusted for age showed that eyes with an initial best-corrected visual acuity (BCVA) < 0.3 in the logarithm of the minimum angle of resolution (logMAR) were a positive predictor (odds ratio = 3.172; 95% confidence interval [CI] = 1.029−9.783; p = 0.045), and the presence of initial fibrovascular pigment epithelial detachment (PED) was a negative predictor (0.222; 0.078−0.637; p = 0.005) of maintained or improved BCVA at the final visit. Kaplan−Meier survival analysis showed that eyes with an initial BCVA < 0.3 (Cox hazard ratio = 2.947; 95% CI = 1.047−8.289; p = 0.041) had a better survival rate after adjusting for age when failure was defined as a BCVA reduction ≥ 0.2 of logMAR. Eyes with an initial BCVA < 0.3 belonged to younger patients; more frequently had subretinal fluid as an exudative change; and less frequently had intraretinal fluid, submacular hemorrhage, and fibrovascular PED. Initiating anti-VEGF treatment before BCVA declines and advanced lesions develop would afford better visual outcomes for AMD eyes in the real-world clinic, although further analyses are required.
Collapse
|
5
|
Musiał-Kopiejka M, Polanowska K, Dobrowolski D, Krysik K, Wylęgała E, Grabarek BO, Lyssek-Boroń A. The Effectiveness of Brolucizumab and Aflibercept in Patients with Neovascular Age-Related Macular Degeneration. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19042303. [PMID: 35206485 PMCID: PMC8872595 DOI: 10.3390/ijerph19042303] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 01/28/2022] [Accepted: 02/15/2022] [Indexed: 11/16/2022]
Abstract
Age-related macular degeneration (AMD) is a progressive, chronic disease of the central area of the retina, which, if untreated, leads to blindness. This study aimed to compare the effectiveness of therapy using anti-VEGF drugs, namely brolucizumab and aflibercept, in patients with neovascular AMD (nAMD) during a monitoring period lasting around 20 weeks. The analysis consisted of 40 patients diagnosed with neovascular age-related macular degeneration, with 20 patients receiving aflibercept (Eylea, Bayer) at a dose of 2 mg/50 µL into the vitreous chamber at the following intervals—3 doses, 4 weeks apart, followed by a fourth dose after 8 weeks. The remaining 20 patients received brolucizumab (Beovu, Novartis) at a dose of 6 mg/50 µL, administered in the following schedule—3 initial doses, 4 weeks apart, with the administration of a fourth dose decided for each patient individually by the doctor, depending on disease activity, assessed through imaging tests. To evaluate treatment effectiveness, the following measurements were used: ‘read distance and near visual acuity’ for each eye separately using the Snellen chart; and non-invasive retinal imaging techniques—optical coherence tomography (OCT) and OCT angiography (OCTA). In patients treated using brolucizumab, during the observation period, statistically significant differences were found in the following parameters: flow area (p = 0.0277); select area (p = 0.0277); FOVEA (p = 0.0073); visus (p = 0.0064). In brolucizumab-treated patients, changes in OCT and OCTA, indicating an improvement, were already visible after the first injection of the drug, whereas in the aflibercept-treated group, changes were only visible after the fourth injection. We found a higher effectiveness of brolucizumab therapy compared to aflibercept in patients with nAMD during an observations period lasting 20 weeks. Our observations are significant, although they require further research.
Collapse
Affiliation(s)
- Magdalena Musiał-Kopiejka
- Trauma Centre, Department of Ophthalmology, St. Barbara Hospital, 41-200 Sosnowiec, Poland; (M.M.-K.); (K.P.); (D.D.); (K.K.)
| | - Katarzyna Polanowska
- Trauma Centre, Department of Ophthalmology, St. Barbara Hospital, 41-200 Sosnowiec, Poland; (M.M.-K.); (K.P.); (D.D.); (K.K.)
| | - Dariusz Dobrowolski
- Trauma Centre, Department of Ophthalmology, St. Barbara Hospital, 41-200 Sosnowiec, Poland; (M.M.-K.); (K.P.); (D.D.); (K.K.)
- Chair and Clinical Department of Ophthalmology, Division of Medical Science in Zabrze, Medical University of Silesia in Katowice, 40-760 Katowice, Poland;
- Department of Ophthalmology, District Railway Hospital, 40-760 Katowice, Poland
| | - Katarzyna Krysik
- Trauma Centre, Department of Ophthalmology, St. Barbara Hospital, 41-200 Sosnowiec, Poland; (M.M.-K.); (K.P.); (D.D.); (K.K.)
- Department of Ophthalmology, Faculty of Medicine in Zabrze, University of Technology, Academy of Silesia in Katowice, 41-800 Zabrze, Poland
| | - Edward Wylęgała
- Chair and Clinical Department of Ophthalmology, Division of Medical Science in Zabrze, Medical University of Silesia in Katowice, 40-760 Katowice, Poland;
- Department of Ophthalmology, District Railway Hospital, 40-760 Katowice, Poland
| | - Beniamin Oskar Grabarek
- Department of Histology, Cytophysiology and Embryology, Faculty of Medicine, University of Technology, Academy of Silesia in Katowice, 41-800 Zabrze, Poland;
| | - Anita Lyssek-Boroń
- Trauma Centre, Department of Ophthalmology, St. Barbara Hospital, 41-200 Sosnowiec, Poland; (M.M.-K.); (K.P.); (D.D.); (K.K.)
- Department of Ophthalmology, Faculty of Medicine in Zabrze, University of Technology, Academy of Silesia in Katowice, 41-800 Zabrze, Poland
- Correspondence:
| |
Collapse
|