LAP&P Consultants, Leiden, The Netherlands.
Clinical Pharmacology, Quantitative Pharmacology, Clinical Pharmacology and Safety Sciences, R&D, AstraZeneca, Cambridge, UK.
Br J Pharmacol. 2024 Jun;181(12):1874-1885. doi: 10.1111/bph.16336. Epub 2024 Feb 25.
Cotadutide is a dual GLP-1 and glucagon receptor agonist with balanced agonistic activity at each receptor designed to harness the advantages on promoting liver health, weight loss and glycaemic control. We characterised the effects of cotadutide on glucose, insulin, GLP-1, GIP, and glucagon over time in a quantitative manner using our glucose dynamics systems model (4GI systems model), in combination with clinical data from a multiple ascending dose/Phase 2a (MAD/Ph2a) study in overweight and obese subjects with a history of Type 2 diabetes mellitus (NCT02548585).
The cotadutide PK-4GI systems model was calibrated to clinical data by re-estimating only food related parameters. In vivo cotadutide efficacy was scaled based on in vitro potency. The model was used to explore the effect of weight loss on insulin sensitivity and predict the relative contribution of the GLP-1 and glucagon receptor agonistic effects on glucose.
Cotadutide MAD/Ph2a clinical endpoints were successfully predicted. The 4GI model captured a positive effect of weight loss on insulin sensitivity and showed that the stimulating effect of glucagon on glucose production counteracts the GLP-1 receptor-mediated decrease in glucose, resulting in a plateau for glucose decrease around a 200-μg cotadutide dose.
The 4GI quantitative systems pharmacology model was able to predict the clinical effects of cotadutide on glucose, insulin, GLP-1, glucagon and GIP given known in vitro potency. The analyses demonstrated that the quantitative systems pharmacology model, and its successive refinements, will be a valuable tool to support the clinical development of cotadutide and related compounds.
Cotadutide 是一种双重 GLP-1 和胰高血糖素受体激动剂,在每个受体上具有平衡的激动活性,旨在利用促进肝脏健康、减肥和血糖控制的优势。我们使用我们的葡萄糖动态系统模型(4GI 系统模型),结合超重和肥胖伴有 2 型糖尿病病史的受试者的多次递增剂量/2a 期(MAD/Ph2a)研究的临床数据,对 cotadutide 随时间推移对葡萄糖、胰岛素、GLP-1、GIP 和胰高血糖素的影响进行了定量描述(NCT02548585)。
通过仅重新估算与食物相关的参数,对 cotadutide PK-4GI 系统模型进行了校准。根据体外效价对 cotadutide 的体内疗效进行了缩放。该模型用于探讨减肥对胰岛素敏感性的影响,并预测 GLP-1 和胰高血糖素受体激动作用对葡萄糖的相对贡献。
成功预测了 cotadutide MAD/Ph2a 的临床终点。4GI 模型捕捉到减肥对胰岛素敏感性的积极影响,并表明胰高血糖素对葡萄糖产生的刺激作用抵消了 GLP-1 受体介导的葡萄糖降低,导致 cotadutide 约 200-μg 剂量时葡萄糖降低趋于平稳。
4GI 定量系统药理学模型能够预测已知体外效价的 cotadutide 对葡萄糖、胰岛素、GLP-1、胰高血糖素和 GIP 的临床作用。分析表明,定量系统药理学模型及其后续的改进将成为支持 cotadutide 及相关化合物临床开发的有价值工具。