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Simulation of long-term impact of intravitreal anti-VEGF therapy on patients with severe non-proliferative diabetic retinopathy

OBJECTIVE: A simulation model was constructed to assess long-term outcomes of proactively treating severe non-proliferative diabetic retinopathy (NPDR) with anti-vascular endothelial growth factor (anti-VEGF) therapy versus delaying treatment until PDR develops. METHODS AND ANALYSIS: Simulated patie...

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Autores principales: Nguyen, Quan Dong, Moshfeghi, Andrew A, Lim, Jennifer I, Ponomareva, Ekaterina, Chauhan, Ankita, Rao, Rohini, Sherman, Steven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10039992/
https://www.ncbi.nlm.nih.gov/pubmed/37278412
http://dx.doi.org/10.1136/bmjophth-2022-001190
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author Nguyen, Quan Dong
Moshfeghi, Andrew A
Lim, Jennifer I
Ponomareva, Ekaterina
Chauhan, Ankita
Rao, Rohini
Sherman, Steven
author_facet Nguyen, Quan Dong
Moshfeghi, Andrew A
Lim, Jennifer I
Ponomareva, Ekaterina
Chauhan, Ankita
Rao, Rohini
Sherman, Steven
author_sort Nguyen, Quan Dong
collection PubMed
description OBJECTIVE: A simulation model was constructed to assess long-term outcomes of proactively treating severe non-proliferative diabetic retinopathy (NPDR) with anti-vascular endothelial growth factor (anti-VEGF) therapy versus delaying treatment until PDR develops. METHODS AND ANALYSIS: Simulated patients were generated using a retrospective real-world cohort of treatment-naive patients identified in an electronic medical records database (IBM Explorys) between 2011 and 2017. Impact of anti-VEGF treatment was derived from clinical trial data for intravitreal aflibercept (PANORAMA) and ranibizumab (RISE/RIDE), averaged by weighted US market share. Real-world risk of PDR progression was modelled using Cox multivariable regression. The Monte Carlo simulation model examined rates of progression to PDR and sustained blindness (visual acuity <20/200) for 2 million patients scaled to US NPDR disease prevalence. Simulated progression rates from severe NPDR to PDR over 5 years and blindness rates over 10 years were compared for delayed versus early-treatment patients. RESULTS: Real-world data from 77 454 patients with mild-to-severe NPDR simulated 2 million NPDR patients, of which 86 680 had severe NPDR. Early treatment of severe NPDR with anti-VEGF therapy led to a 51.7% relative risk reduction in PDR events over 5 years (15 704 early vs 32 488 delayed), with a 19.4% absolute risk reduction (18.1% vs 37.5%). Sustained blindness rates at 10 years were 4.4% for delayed and 1.9% for early treatment of severe NPDR. CONCLUSION: The model suggests treating severe NPDR early with anti-VEGF therapy, rather than delaying treatment until PDR develops, could significantly reduce PDR incidence over 5 years and sustained blindness over 10 years.
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spelling pubmed-100399922023-03-27 Simulation of long-term impact of intravitreal anti-VEGF therapy on patients with severe non-proliferative diabetic retinopathy Nguyen, Quan Dong Moshfeghi, Andrew A Lim, Jennifer I Ponomareva, Ekaterina Chauhan, Ankita Rao, Rohini Sherman, Steven BMJ Open Ophthalmol Original Research OBJECTIVE: A simulation model was constructed to assess long-term outcomes of proactively treating severe non-proliferative diabetic retinopathy (NPDR) with anti-vascular endothelial growth factor (anti-VEGF) therapy versus delaying treatment until PDR develops. METHODS AND ANALYSIS: Simulated patients were generated using a retrospective real-world cohort of treatment-naive patients identified in an electronic medical records database (IBM Explorys) between 2011 and 2017. Impact of anti-VEGF treatment was derived from clinical trial data for intravitreal aflibercept (PANORAMA) and ranibizumab (RISE/RIDE), averaged by weighted US market share. Real-world risk of PDR progression was modelled using Cox multivariable regression. The Monte Carlo simulation model examined rates of progression to PDR and sustained blindness (visual acuity <20/200) for 2 million patients scaled to US NPDR disease prevalence. Simulated progression rates from severe NPDR to PDR over 5 years and blindness rates over 10 years were compared for delayed versus early-treatment patients. RESULTS: Real-world data from 77 454 patients with mild-to-severe NPDR simulated 2 million NPDR patients, of which 86 680 had severe NPDR. Early treatment of severe NPDR with anti-VEGF therapy led to a 51.7% relative risk reduction in PDR events over 5 years (15 704 early vs 32 488 delayed), with a 19.4% absolute risk reduction (18.1% vs 37.5%). Sustained blindness rates at 10 years were 4.4% for delayed and 1.9% for early treatment of severe NPDR. CONCLUSION: The model suggests treating severe NPDR early with anti-VEGF therapy, rather than delaying treatment until PDR develops, could significantly reduce PDR incidence over 5 years and sustained blindness over 10 years. BMJ Publishing Group 2023-03-22 /pmc/articles/PMC10039992/ /pubmed/37278412 http://dx.doi.org/10.1136/bmjophth-2022-001190 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Original Research
Nguyen, Quan Dong
Moshfeghi, Andrew A
Lim, Jennifer I
Ponomareva, Ekaterina
Chauhan, Ankita
Rao, Rohini
Sherman, Steven
Simulation of long-term impact of intravitreal anti-VEGF therapy on patients with severe non-proliferative diabetic retinopathy
title Simulation of long-term impact of intravitreal anti-VEGF therapy on patients with severe non-proliferative diabetic retinopathy
title_full Simulation of long-term impact of intravitreal anti-VEGF therapy on patients with severe non-proliferative diabetic retinopathy
title_fullStr Simulation of long-term impact of intravitreal anti-VEGF therapy on patients with severe non-proliferative diabetic retinopathy
title_full_unstemmed Simulation of long-term impact of intravitreal anti-VEGF therapy on patients with severe non-proliferative diabetic retinopathy
title_short Simulation of long-term impact of intravitreal anti-VEGF therapy on patients with severe non-proliferative diabetic retinopathy
title_sort simulation of long-term impact of intravitreal anti-vegf therapy on patients with severe non-proliferative diabetic retinopathy
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10039992/
https://www.ncbi.nlm.nih.gov/pubmed/37278412
http://dx.doi.org/10.1136/bmjophth-2022-001190
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