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使用毒性代价函数对冷冻保护剂平衡程序进行数学优化。

Mathematical optimization of procedures for cryoprotectant equilibration using a toxicity cost function.

机构信息

Applied and Computational Mathematics Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.

出版信息

Cryobiology. 2012 Jun;64(3):144-51. doi: 10.1016/j.cryobiol.2012.01.001. Epub 2012 Jan 10.

Abstract

Cryopreservation nearly universally depends on the equilibration of cells and tissues with high concentrations of permeating chemicals known as cryoprotective agents, or CPAs. Despite their protective properties, CPAs can cause damage as a result of osmotically-driven cell volume changes, as well as chemical toxicity. In this study, we have used previously published data to determine a toxicity cost function, a quantity that represents the cumulative damage caused by toxicity. We then used this cost function to define and numerically solve the optimal control problem for CPA equilibration, using human oocytes as representative cell type with high clinical relevance. The resulting toxicity-optimal procedures are predicted to yield significantly less toxicity than conventional stepwise procedures. In particular, our results show that toxicity is minimized during CPA addition by inducing the cell to swell to its maximum tolerable volume and then loading it with CPA while in the swollen state. This counterintuitive result is considerably different from the conventional stepwise strategy, which involves exposure to successively higher CPA concentrations in order to avoid excessive shrinkage. The procedures identified in the present study have the potential to significantly reduce damage due to toxicity and warrant further investigation.

摘要

冷冻保存几乎普遍依赖于将细胞和组织与高浓度的渗透化学品(称为冷冻保护剂,或 CPAs)平衡。尽管 CPAs 具有保护性质,但由于渗透驱动的细胞体积变化以及化学毒性,它们可能会造成损伤。在这项研究中,我们使用先前发表的数据来确定毒性成本函数,这是一个代表毒性造成的累积损伤的量。然后,我们使用这个成本函数来定义和数值求解 CPA 平衡的最优控制问题,以人类卵子为具有高临床相关性的代表性细胞类型。预测得到的毒性最优程序比传统的逐步程序毒性更小。特别是,我们的结果表明,通过诱导细胞膨胀到其最大耐受体积,然后在肿胀状态下用 CPA 加载,可以在添加 CPA 期间将毒性最小化。这种违反直觉的结果与传统的逐步策略有很大的不同,后者涉及到为了避免过度收缩而逐渐暴露于更高的 CPA 浓度。本研究中确定的程序有可能显著减少毒性造成的损伤,值得进一步研究。

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