InSysBio, Moscow, Russia.
Pfizer, Cambridge, MA, USA.
CPT Pharmacometrics Syst Pharmacol. 2017 Oct;6(10):676-685. doi: 10.1002/psp4.12249. Epub 2017 Sep 28.
Long-term effects of amyloid targeted therapy can be studied using a mechanistic translational model of amyloid beta (Aβ) distribution and aggregation calibrated on published data in mouse and human species. Alzheimer disease (AD) pathology is modeled utilizing age-dependent pathological evolution for rate constants and several variants of explicit functions for Aβ toxicity influencing cognitive outcomes (Adas-cog). Preventive Aβ targeted therapies were simulated to minimize the Aβ difference from healthy physiological levels. Therapeutic targeted simulations provided similar predictions for mouse and human studies. Our model predicts that: (1) at least 1 year (2 years for preclinical AD) of treatment is needed to observe cognitive effects; (2) under the hypothesis with functional importance of Aβ, a 15% decrease in Aβ (using an imaging biomarker) is related to 15-20% cognition improvement by immunotherapy. Despite negative outcomes in clinical trials, Aβ continues to remain a prospective target demanding careful assessment of mechanistic effect and duration of trial design.
利用针对淀粉样蛋白β(Aβ)分布和聚集的机制转化模型,基于发表在小鼠和人类物种中的数据进行校准,可以研究淀粉样蛋白靶向治疗的长期效果。使用针对 AD 病理的年龄相关病理演变的速率常数和几种明确的 Aβ毒性影响认知结果的函数变体(Adas-cog)对 AD 病理学进行建模。模拟了预防性 Aβ靶向治疗,以将 Aβ与健康生理水平的差异最小化。针对靶向治疗的模拟为小鼠和人类研究提供了类似的预测。我们的模型预测:(1)需要至少 1 年(AD 临床前为 2 年)的治疗才能观察到认知效果;(2)根据 Aβ具有功能重要性的假设,免疫疗法中 Aβ 减少 15%(使用成像生物标志物)与认知提高 15-20%相关。尽管临床试验结果为阴性,但 Aβ仍然是一个有前景的靶点,需要仔细评估机制作用和试验设计的持续时间。