Evidence map›Paper›PMID 40451292›Full record

ArticleBMJ open ophthalmology2025

Deep learning-assisted analysis of biomarker changes after increase of dosing from aflibercept 2 mg to 8 mg in therapy-resistant neovascular age-related macular degeneration.

Michael Hafner, Ben Asani, Franziska Eckardt, Caspar Liesenhoff, Alexander Kufner, Jakob Siedlecki, Benedikt Schworm, Siegfried Priglinger, Johannes Benedikt Schiefelbein

Abstract read
In one paragraph

Article in BMJ open ophthalmology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
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

7 citing papers in PubMed.

  1. Comparative outcomes of aflibercept 8 mg and faricimab in neovascular AMD refractory to aflibercept 2 mg.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026
    Article
  2. Article
  3. Review
  4. Article
  5. Automated measurement of macular neovascularization lesion size in nAMD using AI segmentation.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026
    Article
  6. Review
  7. Article
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

9 authors.

Michael HafnerDepartment of Ophthalmology, LMU University Hospital, LMU Munich, Munich, BY, Germany.ORCID 0009-0008-9025-259X
Ben AsaniDepartment of Ophthalmology, LMU University Hospital, LMU Munich, Munich, BY, Germany.
Franziska EckardtDepartment of Ophthalmology, LMU University Hospital, LMU Munich, Munich, BY, Germany.
Caspar LiesenhoffDepartment of Ophthalmology, LMU University Hospital, LMU Munich, Munich, BY, Germany.
Alexander KufnerDepartment of Ophthalmology, LMU University Hospital, LMU Munich, Munich, BY, Germany.
Jakob SiedleckiDepartment of Ophthalmology, LMU University Hospital, LMU Munich, Munich, BY, Germany.ORCID 0000-0002-0279-4823
Benedikt SchwormDepartment of Ophthalmology, LMU University Hospital, LMU Munich, Munich, BY, Germany.ORCID 0000-0003-0753-2408
Siegfried PriglingerDepartment of Ophthalmology, LMU University Hospital, LMU Munich, Munich, BY, Germany.
Johannes Benedikt SchiefelbeinDepartment of Ophthalmology, LMU University Hospital, LMU Munich, Munich, BY, Germany Johannes.Schiefelbein@med.uni-muenchen.de.ORCID 0000-0001-5357-7469

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeAge-related macular degeneration (AMD) remains the leading cause of blindness in developed countries. There are many different intravitreal anti-vascular endothelial growth factor (VEGF) drugs available for the treatment of neovascular AMD (nAMD). Unfortunately, not all patients respond equally well to the drugs, and some show recurrences during treatment. Since 01/2024, aflibercept 8 mg represents an additional treatment option and contains a four times higher dosage than the already known aflibercept 2 mg.

methodsTo evaluate the real-world efficacy of aflibercept 8 mg in refractory nAMD patients, focusing on changes in key optical coherence tomography biomarkers over a follow-up period of the first four aflibercept 8 mg injections using a deep learning-based semantic segmentation algorithm. Inclusion criteria were: switch to aflibercept 8 mg after insufficient response to aflibercept 2 mg, marked by persistent retinal fluid or inability to extend treatment beyond 6 weeks; completion of at least 3 months (90 days) follow-up under treat-and-extend treatment regime; and no confounding conditions like intraocular infection, uveitis or other retinal diseases.

results23 eyes of 21 patients with therapy-resistant nAMD were switched to aflibercept 8 mg. All patients had previously received aflibercept 2 mg, with an average of 30.7 previous anti-VEGF injections. Significant reductions in intraretinal fluid and fibrovascular pigment epithelial detachment at timepoint V3 were observed. The decrease in subretinal fluid and central retinal thickness at V3 was not significant. Treatment intervals extended significantly by 24%, from a baseline average of 34 days to 42 days. Best-corrected visual acuity remained stable throughout the study period.

conclusionsAflibercept 8 mg demonstrated significant efficacy and durability in reducing nAMD biomarkers and extending intervals in a real-world setting. The use of deep learning for biomarker quantification highlighted its potential for enhancing treatment monitoring and decision-making. Future studies with a larger patient cohort and prospective study setting should explore long-term outcomes and integration of artificial intelligence-driven analysis.

Indexed as

Deep LearningReceptors, Vascular Endothelial Growth FactorRecombinant Fusion ProteinsVisual AcuityWet Macular DegenerationAgedAged, 80 and overAngiogenesis InhibitorsBiomarkersDose-Response Relationship, DrugFemaleFluorescein AngiographyFollow-Up StudiesHumansIntravitreal InjectionsMaleafliberceptAngiogenesis InhibitorsBiomarkersReceptors, Vascular Endothelial Growth FactorRecombinant Fusion ProteinsVascular Endothelial Growth Factor AImagingMaculaMacular DegenerationRetinaTreatment Medical

Identifiers

PMID40451292
PMCPMC12142079

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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.