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使用延迟微分方程对月经周期的内分泌调节进行建模。

Modeling endocrine regulation of the menstrual cycle using delay differential equations.

作者信息

Harris Leona A, Selgrade James F

机构信息

Department of Mathematics and Statistics, The College of New Jersey, Ewing, NJ 08628, United States.

Department of Mathematics and Biomathematics Program, North Carolina State University, Raleigh, NC 27695-8205, United States.

出版信息

Math Biosci. 2014 Nov;257:11-22. doi: 10.1016/j.mbs.2014.08.011. Epub 2014 Aug 30.

Abstract

This article reviews an effective mathematical procedure for modeling hormonal regulation of the menstrual cycle of adult women. The procedure captures the effects of hormones secreted by several glands over multiple time scales. The specific model described here consists of 13 nonlinear, delay, differential equations with 44 parameters and correctly predicts blood levels of ovarian and pituitary hormones found in the biological literature for normally cycling women. In addition to this normal cycle, the model exhibits another stable cycle which may describe a biologically feasible "abnormal" condition such as polycystic ovarian syndrome. Model simulations illustrate how one cycle can be perturbed to the other cycle. Perturbations due to the exogenous administration of each ovarian hormone are examined. This model may be used to test the effects of hormone therapies on abnormally cycling women as well as the effects of exogenous compounds on normally cycling women. Sensitive parameters are identified and bifurcations in model behavior with respect to parameter changes are discussed. Modeling various aspects of menstrual cycle regulation should be helpful in predicting successful hormone therapies, in studying the phenomenon of cycle synchronization and in understanding many factors affecting the aging of the female reproductive endocrine system.

摘要

本文综述了一种用于模拟成年女性月经周期激素调节的有效数学方法。该方法捕捉了多个腺体分泌的激素在多个时间尺度上的作用。这里描述的具体模型由13个非线性、时滞微分方程和44个参数组成,能够正确预测生物文献中正常月经周期女性的卵巢和垂体激素的血液水平。除了这种正常周期外,该模型还表现出另一种稳定周期,它可能描述一种生物学上可行的“异常”状况,如多囊卵巢综合征。模型模拟说明了一个周期如何被扰动到另一个周期。研究了每种卵巢激素的外源性给药引起的扰动。该模型可用于测试激素疗法对月经周期异常女性的影响以及外源性化合物对月经周期正常女性的影响。确定了敏感参数,并讨论了模型行为相对于参数变化的分岔。对月经周期调节的各个方面进行建模,有助于预测成功的激素疗法、研究周期同步现象以及理解影响女性生殖内分泌系统衰老的许多因素。

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