Related Experiment Video
Updated: Sep 14, 2025

Subconjunctival Administration of Adeno-associated Virus Vectors in Small Animal Models
Published on: March 16, 2022
A Semimechanistic Ocular Pharmacokinetic Model for ADVM-022 Gene Therapy Describing the Dose-Exposure Relationship in
Florian Hugi1, Jannik Vollmer1, Lionel Renaud1
1LYO-X AG, Henric Petri Strasse 6, Basel 4051, Switzerland.
Abstract:
Gene therapies are emerging as a new treatment modality. Due to their novelty, general pharmacological properties have yet to be established. For example, the translation from animal models to humans for first-in-human dose selection and the dose-exposure relationship remain poorly characterized. A mechanistic and quantitative framework would improve preclinical program design, enable more robust first-in-human dose predictions, and support more rigorous dose adjustments during clinical development. This study establishes a semimechanistic mathematical model for aflibercept expression and pharmacokinetics (PK) following intravitreal (IVT) ADVM-022 administration in monkeys and humans, drawing on the preclinical and clinical data presently available. ADVM-022 is an AAV2.7m8-based viral vector that delivers the gene encoding aflibercept, an antivascular endothelial growth factor (VEGF) fusion protein. It was developed as a gene therapy for treating wet age-related macular degeneration (wAMD) and is administered through a single IVT injection. The proposed model incorporates established ocular PK for intravitreally administered proteins, along with an expression component that links AAV dose to aflibercept production. Based on pooled PK data from monkey studies, the model suggests that transduction occurs not only in the retina but also in other ocular tissues bordering the vitreous, contributing to the observed intraocular aflibercept levels. Increasing doses within the lower range of preclinical studies (3 × 1010-2 × 1013 vg/eye) lead to increased transduction and expression, plateauing at upper limits of approximately 12.7 μg/day·cm3 for the retina, and 0.785 μg/day for extra-retinal tissues at higher doses. Assuming similar transduction efficiency between humans and monkeys, with adjustments for anatomical differences, the model provided predictions of ocular aflibercept concentrations that aligned with observations from the two dose groups in the phase 1 OPTIC clinical trial, supporting the utility of this approach.
Insights
A new mathematical model predicts aflibercept expression and pharmacokinetics for gene therapy ADVM-022, aiding first-in-human dose selection for wet age-related macular degeneration.
Area of Science:
- Ocular pharmacology
- Gene therapy pharmacokinetics
- Mathematical modeling in drug development
Background:
- Gene therapies require established pharmacological properties for safe and effective clinical translation.
- Predicting human doses and dose-exposure relationships from animal models for novel gene therapies remains challenging.
- A quantitative framework is needed to improve preclinical design and clinical dose adjustments for gene therapies.
Purpose of the Study:
- To develop a semimechanistic mathematical model for aflibercept expression and pharmacokinetics (PK) after intravitreal (IVT) ADVM-022 administration.
- To link adeno-associated virus (AAV) dose to aflibercept production and characterize ocular PK in preclinical and clinical settings.
- To predict ocular aflibercept concentrations in humans based on monkey data and clinical trial results.
Main Methods:
- Developed a semimechanistic mathematical model integrating ocular PK and gene expression.
- Utilized pooled PK data from monkey studies and phase 1 OPTIC trial data.
- Incorporated established ocular PK for IVT proteins and linked AAV dose to aflibercept production.
Main Results:
- The model suggests transduction in both retinal and surrounding ocular tissues after IVT ADVM-022 administration.
- Increasing AAV doses led to higher transduction and expression, with plateauing levels at higher doses.
- Model predictions of ocular aflibercept concentrations aligned with observed data from the OPTIC trial.
Conclusions:
- The developed mathematical model provides a quantitative framework for predicting aflibercept expression and PK following gene therapy.
- The model supports improved preclinical program design and robust first-in-human dose predictions for gene therapies like ADVM-022.
- This approach aids in understanding gene therapy pharmacokinetics and facilitates dose adjustments during clinical development for wet age-related macular degeneration.
Related Concept Videos
One-Compartment Open Model for Extravascular Administration: First-Order Absorption Model
Pharmacokinetic Models: Overview
There are three primary types of models: empirical, compartment, and physiological. Empirical models, with minimal...
One-Compartment Open Model for Extravascular Administration: Zero-Order Absorption Model
Zero-order absorption maintains a steady rate irrespective of the amount of drug left to be absorbed, making it a constant process. In the...

