Jenny Park, Mohammad Kazemi, Mitalee Tamhane, Jie Shen
{"title":"Computational Fluid Dynamics Modeling of Intravitreal Ranibizumab Bolus Versus Subretinal ABBV-RGX-314 Transgene Product in Human Eyes.","authors":"Jenny Park, Mohammad Kazemi, Mitalee Tamhane, Jie Shen","doi":"10.1167/tvst.14.10.6","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>ABBV-RGX-314 is being developed for neovascular age-related macular degeneration (nAMD). Computational fluid dynamics (CFDs) modeling in the eye enables simulation of drug distribution incorporating geometry and substructures of the eye across species. Given the similarity between ranibizumab and ABBV-RGX-314 transgene product (TP), ranibizumab intraocular pharmacokinetic (PK) data from literature were used to simulate intraocular drug distribution of ABBV-RGX-314 TP. This investigation aims to use CFD modeling to estimate retinal TP level based on aqueous humor (AH) TP level following subretinal (SR) injection of ABBV-RGX-314 in patients with nAMD.</p><p><strong>Methods: </strong>Ocular distribution of ranibizumab following a single intravitreal (IVT) injection was modeled in both monkey and human eyes independently. Following model validation, ABBV-RGX-314 TP distribution in human eyes was simulated following retinal transduction of ABBV-RGX-314.</p><p><strong>Results: </strong>Iterative simulations were performed to achieve similar AH ABBV-RGX-314 TP levels in patients with nAMD from phase I/IIa Study RGX-314-001. The CFD simulation estimated corresponding retinal TP concentrations of 1.86 to 5.50 µg/g at steady-state, which was assumed to be reached by 28 days and falls within the range of the estimated retinal ranibizumab trough retinal ranibizumab concentration (Ctrough; 0.718-5.37 µg/g) following monthly and every other month (EOM) dosing of 0.5 mg ranibizumab in patients with nAMD.</p><p><strong>Conclusions: </strong>The current study results predict that the 2 pivotal trial ABBV-RGX-314 doses (6.4E10 and 1.3E11 genome copies/eye) are expected to achieve and maintain sufficient retinal ABBV-RGX-314 TP levels for the treatment of nAMD.</p><p><strong>Translational relevance: </strong>CFD modeling effectively bridges limited human ocular PK data with rich preclinical data, supporting model-informed drug development (MIDD) for clinical dose selection.</p>","PeriodicalId":23322,"journal":{"name":"Translational Vision Science & Technology","volume":"14 10","pages":"6"},"PeriodicalIF":2.6000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12510396/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational Vision Science & Technology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1167/tvst.14.10.6","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: ABBV-RGX-314 is being developed for neovascular age-related macular degeneration (nAMD). Computational fluid dynamics (CFDs) modeling in the eye enables simulation of drug distribution incorporating geometry and substructures of the eye across species. Given the similarity between ranibizumab and ABBV-RGX-314 transgene product (TP), ranibizumab intraocular pharmacokinetic (PK) data from literature were used to simulate intraocular drug distribution of ABBV-RGX-314 TP. This investigation aims to use CFD modeling to estimate retinal TP level based on aqueous humor (AH) TP level following subretinal (SR) injection of ABBV-RGX-314 in patients with nAMD.
Methods: Ocular distribution of ranibizumab following a single intravitreal (IVT) injection was modeled in both monkey and human eyes independently. Following model validation, ABBV-RGX-314 TP distribution in human eyes was simulated following retinal transduction of ABBV-RGX-314.
Results: Iterative simulations were performed to achieve similar AH ABBV-RGX-314 TP levels in patients with nAMD from phase I/IIa Study RGX-314-001. The CFD simulation estimated corresponding retinal TP concentrations of 1.86 to 5.50 µg/g at steady-state, which was assumed to be reached by 28 days and falls within the range of the estimated retinal ranibizumab trough retinal ranibizumab concentration (Ctrough; 0.718-5.37 µg/g) following monthly and every other month (EOM) dosing of 0.5 mg ranibizumab in patients with nAMD.
Conclusions: The current study results predict that the 2 pivotal trial ABBV-RGX-314 doses (6.4E10 and 1.3E11 genome copies/eye) are expected to achieve and maintain sufficient retinal ABBV-RGX-314 TP levels for the treatment of nAMD.
Translational relevance: CFD modeling effectively bridges limited human ocular PK data with rich preclinical data, supporting model-informed drug development (MIDD) for clinical dose selection.
期刊介绍:
Translational Vision Science & Technology (TVST), an official journal of the Association for Research in Vision and Ophthalmology (ARVO), an international organization whose purpose is to advance research worldwide into understanding the visual system and preventing, treating and curing its disorders, is an online, open access, peer-reviewed journal emphasizing multidisciplinary research that bridges the gap between basic research and clinical care. A highly qualified and diverse group of Associate Editors and Editorial Board Members is led by Editor-in-Chief Marco Zarbin, MD, PhD, FARVO.
The journal covers a broad spectrum of work, including but not limited to:
Applications of stem cell technology for regenerative medicine,
Development of new animal models of human diseases,
Tissue bioengineering,
Chemical engineering to improve virus-based gene delivery,
Nanotechnology for drug delivery,
Design and synthesis of artificial extracellular matrices,
Development of a true microsurgical operating environment,
Refining data analysis algorithms to improve in vivo imaging technology,
Results of Phase 1 clinical trials,
Reverse translational ("bedside to bench") research.
TVST seeks manuscripts from scientists and clinicians with diverse backgrounds ranging from basic chemistry to ophthalmic surgery that will advance or change the way we understand and/or treat vision-threatening diseases. TVST encourages the use of color, multimedia, hyperlinks, program code and other digital enhancements.