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Aflibercept Off-Target Effects in Diabetic Macular Edema: An In Silico Modeling Approach
Morgane Blanot1, Ricardo Pedro Casaroli-Marano2,3, Jordi Mondéjar-Medrano4
1Anaxomics Biotech S.L., 08007 Barcelona, Spain.
International Journal of Molecular Sciences
|April 13, 2024
Summary
Intravitreal aflibercept injection (IAI) effectively treats diabetic macular edema (DME) by inhibiting VEGFR1 and VEGFR2 pathways. This computer simulation reveals IAI
Area of Science:
- Ophthalmology
- Pharmacology
- Computational Biology
Background:
- Diabetic macular edema (DME) is a leading cause of vision loss in diabetic patients.
- Intravitreal aflibercept injection (IAI) is a standard treatment for DME, but its precise mechanism of action (MoA) requires further elucidation.
- Understanding IAI's multi-target MoA is crucial for optimizing DME treatment strategies.
Purpose of the Study:
- To explore the detailed MoA of IAI in diabetic macular edema (DME) pathophysiology.
- To investigate the multi-target nature of IAI using an in silico disease model.
- To evaluate the specific role of VEGFR1 pathway inhibition in DME treatment.
Main Methods:
- Utilized the Therapeutic Performance Mapping System to create mathematical models of DME pathophysiology.
- Simulated the effects of IAI on vascular endothelial growth factor receptors (VEGFRs) and DME-related processes.
- Performed enrichment analysis and visualized predicted protein activity to understand IAI's impact.
Main Results:
- The in silico model simulated DME pathophysiology and IAI's MoA via VEGFR1 and VEGFR2 inhibition.
- IAI significantly modulated key DME processes, including angiogenesis, blood-retinal barrier integrity, and inflammation.
- VEGFR1 pathway inhibition was identified as critical for modulating inflammatory effectors.
Conclusions:
- IAI's MoA involves simultaneous inhibition of VEGFR1 and VEGFR2 signaling pathways.
- IAI demonstrates therapeutic advantages in DME by targeting angiogenesis, barrier function, and inflammation.
- Sustained VEGFR1 pathway inhibition by IAI may offer significant benefits for DME patients.
Keywords:
TPMSangiogenesisblood–retinal barrier permeabilityinflammationintravitreal aflibercept injectionmachine learningoxidative stresssystems biologyvascular endothelial growth factorMore Related Videos
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