In Silico modeling of immune-cardiovascular-endocrine interactions

Windoloski Kristen A, Ottesen Johnny T, Olufsen Mette S
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Abstract

The immune system provides an intricate, balanced response to combat the effects of inflammatory stimuli. It incorporates both positive and negative feedback from multiple physiological systems such as the cardiovascular and endocrine systems including mechanisms functioning on a variety of time scales. They have been studied individually via scientific experiments and using mathematical modeling. However, more analysis is needed to study the interactions between these three systems during an inflammatory event. We present the first dynamical systems model studying immune, cardiovascular and endocrine responses to a 2 ng/kg bolus dose of endotoxin. The model is calibrated to experimental data from two endotoxin challenge studies and we use this model to investigate the effects of endotoxin dosage, administration timing and administration method. Our model shows that most repercussions of endotoxin administration clear the system within 24 hours, but effects can linger for up to 72 hours.
免疫-心血管-内分泌相互作用的计算机模拟
免疫系统提供了一个复杂的,平衡的反应来对抗炎症刺激的影响。它结合了来自多个生理系统的正反馈和负反馈,如心血管系统和内分泌系统,包括各种时间尺度上的机制。通过科学实验和数学模型对它们进行了单独研究。然而,在炎症事件中,需要更多的分析来研究这三个系统之间的相互作用。我们提出了第一个动态系统模型,研究免疫、心血管和内分泌对2 ng/kg内毒素的反应。该模型是根据两项内毒素激发研究的实验数据进行校准的,我们使用该模型来研究内毒素剂量、给药时间和给药方法的影响。我们的模型显示,大多数内毒素的影响在24小时内清除系统,但影响可以持续长达72小时。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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