Department of Pediatrics, Burns and Allen Research Institute, Cedars-Sinai Medical Center, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, California, United States of America.
PLoS One. 2010 Jan 27;5(1):e8502. doi: 10.1371/journal.pone.0008502.
Sufficient information from in vitro and in vivo studies has become available to permit computer modeling of the processes that occur in the myometrium during labor. This development allows the in silico investigation of pathological mechanisms and the trialing of potential treatments.
METHODS/RESULTS: Based on the human literature, we developed a computer model of the immune-endocrine environment of the myometrial cell. The interactions between molecules are represented by differential equations. The model is designed to simulate the estrogen and progesterone receptor changes during pregnancy and particularly the changes in the progesterone receptor (PR) isoforms A and B that are thought to mediate functional progesterone withdrawal in the human at labor. Parturition is represented by an increase in the PRA to PRB ratio to levels seen in women in labor. Infection is shown by inducing inflammation in the system by increasing phospho-IkB kinase concentration (IKK) levels; which lead to increased NF-kappaB activation, causing an increase in the PRA/PRB ratio. We examined the effects of progesterone or cyclo-oxygenase 2 (Cox2) inhibitor treatments on the PRA/PRB ratio in silico. The model predicted that high doses of progesterone and Cox2 inhibition would be effective in preventing an NF-kappaB-induced PRA/PRB ratio increase to the levels found during labor.
Our data illustrate the use of dynamic biological computer simulations to test the effectiveness of therapeutic interventions. This may allow the early rejection of ineffective therapies prior to expensive field trials.
从体外和体内研究中获得了足够的信息,使得对分娩过程中子宫肌层发生的过程进行计算机建模成为可能。这一发展允许对病理机制进行计算机模拟研究,并对潜在的治疗方法进行试验。
方法/结果:基于人类文献,我们开发了一个子宫肌细胞免疫内分泌环境的计算机模型。分子之间的相互作用由微分方程表示。该模型旨在模拟妊娠期间雌激素和孕激素受体的变化,特别是孕激素受体(PR)A 和 B 两种亚型的变化,这些变化被认为介导了人类分娩时孕激素的功能丧失。分娩是通过增加 PRA 与 PRB 的比值来模拟的,该比值与分娩妇女中的比值相当。感染是通过增加磷酸化 IkB 激酶浓度(IKK)水平在系统中引发炎症来表示的,这会导致 NF-κB 激活增加,从而导致 PRA/PRB 比值增加。我们在计算机上检查了孕激素或环氧化酶 2(Cox2)抑制剂治疗对 PRA/PRB 比值的影响。该模型预测,大剂量孕激素和 Cox2 抑制将有效防止 NF-κB 诱导的 PRA/PRB 比值增加到分娩时发现的水平。
我们的数据说明了使用动态生物计算机模拟来测试治疗干预措施的有效性。这可能允许在昂贵的现场试验之前,及早拒绝无效的治疗方法。