实体瘤中阿霉素给药及剂量优化的肿瘤脐带模型。

Steffen Eikenberry
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引用次数: 109

摘要

背景:阿霉素是一种常用的抗癌药物,用于治疗许多肿瘤,由于潜在的心脏毒性,其终生剂量受到限制。这促使人们努力开发最佳剂量方案,以最大限度地提高抗肿瘤活性,同时最大限度地减少心脏毒性,这与血药浓度峰值相关。由于肿瘤血管高度不规则,阿霉素的特点是从肿瘤血管渗透到肿瘤肿块的能力较差。我使用肿瘤脐带模型模拟了可溶性药物从脉管系统到实体肿瘤的输送,并检查了阿霉素在不同剂量方案和肿瘤微环境下的渗透。方法:采用ODE-PDE耦合模型,根据溶质转运原理将药物从脉管系统转运到肿瘤索域。在肿瘤索内,细胞外药物扩散和饱和药代动力学控制着癌细胞的摄取和排出。癌细胞死亡也被确定为细胞内药物浓度峰值的函数。结果:该模型预测,在初始血浆药物分布阶段,游离药物主要通过血管向肿瘤索的弥漫性转运。我描述了描述肿瘤微环境的所有参数对药物传递的影响,并且预测大的毛细血管间距是药物传递的主要障碍。对比连续输注与丸剂注射,最佳输注时间与药物剂量有关,低剂量时丸剂最佳,高剂量时短时间输注较好。对多种治疗方法的模拟表明,其他治疗方法在细胞死亡率方面具有相似的功效,但药物渗透有限。此外,将单个大剂量分成几个小剂量可以略微提高抗肿瘤效果。结论:药物输注时间对肿瘤脊髓系统内细胞死亡的空间分布有显著影响。因此,延长输注时间(最多2小时)和大剂量分离是两种策略,可以保持或增加抗肿瘤活性,并通过降低血药浓度峰来降低心脏毒性。然而,即使在最佳条件下,阿霉素对晚期实体瘤的递送也可能有限。
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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A tumor cord model for doxorubicin delivery and dose optimization in solid tumors.

Background: Doxorubicin is a common anticancer agent used in the treatment of a number of neoplasms, with the lifetime dose limited due to the potential for cardiotoxocity. This has motivated efforts to develop optimal dosage regimes that maximize anti-tumor activity while minimizing cardiac toxicity, which is correlated with peak plasma concentration. Doxorubicin is characterized by poor penetration from tumoral vessels into the tumor mass, due to the highly irregular tumor vasculature. I model the delivery of a soluble drug from the vasculature to a solid tumor using a tumor cord model and examine the penetration of doxorubicin under different dosage regimes and tumor microenvironments.

Methods: A coupled ODE-PDE model is employed where drug is transported from the vasculature into a tumor cord domain according to the principle of solute transport. Within the tumor cord, extracellular drug diffuses and saturable pharmacokinetics govern uptake and efflux by cancer cells. Cancer cell death is also determined as a function of peak intracellular drug concentration.

Results: The model predicts that transport to the tumor cord from the vasculature is dominated by diffusive transport of free drug during the initial plasma drug distribution phase. I characterize the effect of all parameters describing the tumor microenvironment on drug delivery, and large intercapillary distance is predicted to be a major barrier to drug delivery. Comparing continuous drug infusion with bolus injection shows that the optimum infusion time depends upon the drug dose, with bolus injection best for low-dose therapy but short infusions better for high doses. Simulations of multiple treatments suggest that additional treatments have similar efficacy in terms of cell mortality, but drug penetration is limited. Moreover, fractionating a single large dose into several smaller doses slightly improves anti-tumor efficacy.

Conclusion: Drug infusion time has a significant effect on the spatial profile of cell mortality within tumor cord systems. Therefore, extending infusion times (up to 2 hours) and fractionating large doses are two strategies that may preserve or increase anti-tumor activity and reduce cardiotoxicity by decreasing peak plasma concentration. However, even under optimal conditions, doxorubicin may have limited delivery into advanced solid tumors.

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Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
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期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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