Evidence map›Paper›PMID 37278412›Full record

ArticleBMJ open ophthalmology2023

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

Quan Dong Nguyen, Andrew A Moshfeghi, Jennifer I Lim, Ekaterina Ponomareva, Ankita Chauhan, Rohini Rao, Steven Sherman

Open access · goldAbstract read
In one paragraph

Article in BMJ open ophthalmology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.2field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 8 citations in OpenAlex.

  1. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 1 country.

Quan Dong NguyenByers Eye Institute, Stanford University, Palo Alto, California, USA ndquan@stanford.edu.ORCID 0000-0001-9033-8117
Andrew A MoshfeghiDepartment of Ophthalmology, Keck School of Medicine, Roski Eye Institute, University of Southern California, Los Angeles, California, USA.
Jennifer I LimDepartment of Ophthalmology, University of Illinois at Chicago, Illinois Eye and Ear Infirmary, Chicago, Illinois, USA.
Ekaterina PonomarevaAxtria Inc, Berkeley Heights, New Jersey, USA.
Ankita ChauhanAxtria Inc, Berkeley Heights, New Jersey, USA.
Rohini RaoRegeneron Pharmaceuticals, Inc, Tarrytown, New York, USA.
Steven ShermanRegeneron Pharmaceuticals, Inc, Tarrytown, New York, USA.
Regeneron (United States) · USSmith-Kettlewell Eye Research Institute · USUniversity of Illinois Chicago · USUniversity of Southern California · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveA 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.

resultsReal-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.

conclusionThe 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.

Indexed as

Diabetes MellitusDiabetic RetinopathyBlindnessHumansRanibizumabRetrospective StudiesVascular Endothelial Growth Factor AVascular Endothelial Growth FactorsRanibizumabVascular Endothelial Growth Factor AVascular Endothelial Growth Factorsmaculapharmacologytreatment medicalvision

Identifiers

PMID37278412
PMCPMC10039992
OpenAlexW4353098861

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.