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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.
Purpose:
Currently, varying treatment paradigms and different clinical trial constructs preclude cross-trial comparison between different available vascular endothelial growth factor (VEGF) inhibitors. This study aimed to review the evidence and compare the efficacy of anti-VEGF therapies for neovascular age-related macular degeneration (nAMD), and to develop metrics as a means of facilitating standardized comparison between different anti-VEGF agents within the Advanced VitreoRetinal Analytics (AVRA) model.
Methods:
The study analyzed key outcomes in clinical trials of bevacizumab, ranibizumab, aflibercept, and brolucizumab, including best corrected visual acuity (BCVA), number of injections, and duration of follow-up (minimum follow-up of 48 weeks).
Results:
The AVRA model includes 1) vision recovery velocity (VRV; letters per unit time), which provides a metric of letters gained or lost over time (or the speed of improvement); 2) injection momentum (InjMom; number of injections multiplied by letters per unit time; units of injections•(letters/time)), which is defined as the number of injections multiplied by VRV and describes the quantity of treatment needed to achieve a vision outcome; and 3) vision recovery acceleration (VRA; letters per unit time squared; units of letters/time2), which denotes final VRV minus initial VRV, per unit time, and describes the rate of change in letters gained or lost over time.
Conclusion:
AVRA stipulates that the ideal VEGF inhibitor to treat nAMD would have a higher positive VRV (more letters gained per unit time), low InjMom (lower treatment burden requiring fewer interventions for a given visual acuity outcome), and VRA approximating zero (indicating stable vision over time). AVRA allows comparisons across different trials to determine the optimal anti-VEGF agent for the treatment of nAMD.
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.
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