Anaxomics Biotech S.L., 08007 Barcelona, Spain.
Department of Surgery (FMCS), Universitat de Barcelona, 08007 Barcelona, Spain.
Int J Mol Sci. 2024 Mar 23;25(7):3621. doi: 10.3390/ijms25073621.
Intravitreal aflibercept injection (IAI) is a treatment for diabetic macular edema (DME), but its mechanism of action (MoA) has not been completely elucidated. Here, we aimed to explore IAI's MoA and its multi-target nature in DME pathophysiology with an in silico (computer simulation) disease model. We used the Therapeutic Performance Mapping System (Anaxomics Biotech property) to generate mathematical models based on the available scientific knowledge at the time of the study, describing the relationship between the modulation of vascular endothelial growth factor receptors (VEGFRs) by IAI and DME pathophysiological processes. We also undertook an enrichment analysis to explore the processes modulated by IAI, visualized the effectors' predicted protein activity, and specifically evaluated the role of VEGFR1 pathway inhibition on DME treatment. The models simulated the potential pathophysiology of DME and the likely IAI's MoA by inhibiting VEGFR1 and VEGFR2 signaling. The action of IAI through both signaling pathways modulated the identified pathophysiological processes associated with DME, with the strongest effects in angiogenesis, blood-retinal barrier alteration and permeability, and inflammation. VEGFR1 inhibition was essential to modulate inflammatory protein effectors. Given the role of VEGFR1 signaling on the modulation of inflammatory-related pathways, IAI may offer therapeutic advantages for DME through sustained VEGFR1 pathway inhibition.
玻璃体内注射阿柏西普(IAI)是治疗糖尿病性黄斑水肿(DME)的一种方法,但它的作用机制(MoA)尚未完全阐明。在这里,我们旨在使用计算机模拟(计算机模拟)疾病模型,探索 IAI 在 DME 病理生理学中的作用机制及其多靶点性质。我们使用治疗性能映射系统(Anaxomics Biotech 特性)根据研究时可用的科学知识生成数学模型,描述 IAI 对血管内皮生长因子受体(VEGFRs)的调节与 DME 病理生理过程之间的关系。我们还进行了富集分析,以探讨 IAI 调节的过程,可视化效应物的预测蛋白活性,并特别评估 VEGFR1 通路抑制对 DME 治疗的作用。这些模型通过抑制 VEGFR1 和 VEGFR2 信号模拟 DME 的潜在病理生理学和 IAI 可能的作用机制。IAI 通过这两种信号通路的作用调节与 DME 相关的已确定病理生理过程,对血管生成、血视网膜屏障改变和通透性以及炎症的影响最大。抑制 VEGFR1 对于调节炎症相关蛋白效应物至关重要。鉴于 VEGFR1 信号在炎症相关途径调节中的作用,IAI 通过持续抑制 VEGFR1 途径可能为 DME 提供治疗优势。