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化疗和 G-CSF 后中性粒细胞动力学:药代动力学在塑造反应中的作用。

Neutrophil dynamics after chemotherapy and G-CSF: the role of pharmacokinetics in shaping the response.

机构信息

Department of Physiology, Centre for Applied Mathematics in Bioscience and Medicine, McGill University, Montreal, QC, Canada H4X 2C1.

出版信息

J Theor Biol. 2012 Dec 21;315:97-109. doi: 10.1016/j.jtbi.2012.08.028. Epub 2012 Sep 7.

Abstract

Chemotherapy has profound effects on the hematopoietic system, most notably leading to neutropenia. Granulocyte colony stimulating factor (G-CSF) is often used to deal with this neutropenia, but the response is highly variable. In this paper we examine the role of pharmacokinetics and delivery protocols in shaping the neutrophil responses to chemotherapy and G-CSF. Neutrophil responses to different protocols of chemotherapy administration with varying dosages, infusion times, and schedules are studied through a mathematical model. We find that a single dose of chemotherapy produces a damped oscillation in neutrophil levels, and short-term applications of chemotherapy can induce permanent oscillations in neutrophil level if there is a bistability in the system. In addition, we confirm previous findings [Zhuge et al., J. Theor. Biol., 293(2012), 111-120] that when periodic chemotherapy is given, there is a significant period of delivery that induces resonance in the system and exacerbates the corresponding neutropenia. The width of this resonant period peak increases with the recovery rate after a single chemotherapy, which is given by the real part of the dominant eigenvalue pair at the steady state, and both are determined by a single cooperativity coefficient in the feedback function for the neutrophils. Our numerical studies show that the neutropenia caused by chemotherapy can be overcome if G-CSF is given early after chemotherapy but can actually be worsened if G-CSF is given later, consistent with results reported in Zhuge et al. (2012). The nadir in neutrophil level is found to be more sensitive to the dosage of chemotherapy than that of the G-CSF. Furthermore, dependence of our results with changes in key pharmacokinetic parameters as well as initial functions are studied. Thus, this study illuminates the potential for destructive resonance leading to neutropenia in response to periodic chemotherapy, and explores and explains why the timing of G-CSF is so crucial for successful reversal of chemotherapy induced neutropenia.

摘要

化疗对造血系统有深远影响,最显著的是导致中性粒细胞减少症。粒细胞集落刺激因子(G-CSF)常用于治疗这种中性粒细胞减少症,但反应高度可变。本文研究了药代动力学和输送方案在塑造化疗和 G-CSF 对中性粒细胞反应中的作用。通过数学模型研究了不同剂量、输注时间和方案的化疗给药方案对中性粒细胞反应的影响。我们发现化疗单次剂量会导致中性粒细胞水平的阻尼振荡,如果系统存在双稳定性,短期化疗应用可能会导致中性粒细胞水平的永久振荡。此外,我们证实了之前的研究结果[Zhuge 等人,J. Theor. Biol.,293(2012),111-120],即周期性化疗时,存在一个显著的输送期,会使系统产生共振,从而加剧相应的中性粒细胞减少症。这个共振周期峰值的宽度随着单次化疗后的恢复率增加而增加,恢复率由稳态下主导特征值对的实部决定,而这两者都由中性粒细胞反馈函数中的单个协同系数决定。我们的数值研究表明,如果在化疗后早期给予 G-CSF,可以克服化疗引起的中性粒细胞减少症,但如果在化疗后晚期给予 G-CSF,实际上可能会加重中性粒细胞减少症,这与 Zhuge 等人(2012)报告的结果一致。中性粒细胞水平的最低点发现比 G-CSF 对化疗剂量更敏感。此外,还研究了我们的结果对关键药代动力学参数和初始函数变化的依赖性。因此,本研究阐明了周期性化疗引起中性粒细胞减少症时可能出现破坏性共振的潜力,并探讨和解释了为什么 G-CSF 的时机对成功逆转化疗引起的中性粒细胞减少症如此关键。

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