Vision Recovery Velocity, Momentum and Acceleration: Advanced Vitreoretinal Analytics as Measure of Treatment

David R P Almeida1, Jessica Ruzicki2, Kunyong Xu3

  • 1Vitreoretinal Diseases & Surgery, Erie Retinal Surgery, Erie, PA, USA.

Abstract

Insights

The Advanced VitreoRetinal Analytics (AVRA) model offers standardized metrics to compare vascular endothelial growth factor (VEGF) inhibitors for neovascular age-related macular degeneration (nAMD). This model aids in selecting optimal anti-VEGF agents by evaluating vision recovery velocity and treatment burden.

Area of Science:

  • Ophthalmology
  • Retinal Diseases
  • Pharmacology

Background:

  • Neovascular age-related macular degeneration (nAMD) is a leading cause of vision loss.
  • Current treatment paradigms and clinical trial designs hinder direct comparison of vascular endothelial growth factor (VEGF) inhibitors.
  • Standardized metrics are needed to objectively evaluate and compare the efficacy of different anti-VEGF therapies for nAMD.

Purpose of the Study:

  • To review evidence and compare the efficacy of anti-VEGF therapies for nAMD.
  • To develop novel metrics for standardized comparison of anti-VEGF agents.
  • To introduce the Advanced VitreoRetinal Analytics (AVRA) model for facilitating cross-trial comparisons.

Main Methods:

  • Analysis of key outcomes from clinical trials of bevacizumab, ranibizumab, aflibercept, and brolucizumab.
  • Inclusion of best corrected visual acuity (BCVA), number of injections, and duration of follow-up (minimum 48 weeks).
  • Development of the AVRA model with specific metrics: vision recovery velocity (VRV), injection momentum (InjMom), and vision recovery acceleration (VRA).

Main Results:

  • The AVRA model quantifies treatment efficacy using VRV (speed of visual improvement), InjMom (treatment burden for visual outcome), and VRA (rate of change in visual improvement).
  • VRV measures letters gained or lost per unit time.
  • InjMom combines the number of injections with VRV, and VRA assesses the change in VRV over time.

Conclusions:

  • The AVRA model provides a framework for comparing anti-VEGF agents in nAMD treatment.
  • An ideal VEGF inhibitor would exhibit high positive VRV, low InjMom, and VRA near zero for stable vision.
  • AVRA facilitates objective comparisons across trials to identify optimal anti-VEGF agents for nAMD.