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

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.

[1]  Da‐Wen Sun,et al.  Cryopreservation of tissue-engineered dermal replacement in Me2SO: Toxicity study and effects of concentration and cooling rates on cell viability. , 2007, Cryobiology.

[2]  R. Gosden,et al.  Osmotically inactive volume, hydraulic conductivity, and permeability to dimethyl sulphoxide of human mature oocytes. , 1999, Journal of reproduction and fertility.

[3]  L. Gianaroli,et al.  Birth following vitrification of a small number of human oocytes: case report. , 1999, Human reproduction.

[4]  J. Karlsson,et al.  Permeability of the rhesus monkey oocyte membrane to water and common cryoprotectants , 2009, Molecular reproduction and development.

[5]  G. Fahy,et al.  Cryoprotectant toxicity and cryoprotectant toxicity reduction: in search of molecular mechanisms. , 1990, Cryobiology.

[6]  José Mario Martínez,et al.  On Augmented Lagrangian Methods with General Lower-Level Constraints , 2007, SIAM J. Optim..

[7]  I. Katkov,et al.  Mouse spermatozoa in high concentrations of glycerol: chemical toxicity vs osmotic shock at normal and reduced oxygen concentrations. , 1998, Cryobiology.

[8]  K. Cha,et al.  Live births after vitrification of oocytes in a stimulated in vitro fertilization-embryo transfer program. , 2003, Fertility and sterility.

[9]  J. Remohi,et al.  Comparison of concomitant outcome achieved with fresh and cryopreserved donor oocytes vitrified by the Cryotop method. , 2008, Fertility and sterility.

[10]  G. M. Fahy,et al.  Ice-free cryopreservation of mouse embryos at −196 °C by vitrification , 1985, Nature.

[11]  J. Critser,et al.  The effect of osmotic stress on the metaphase II spindle of human oocytes, and the relevance to cryopreservation. , 2004, Human reproduction.

[12]  L. Mcgann,et al.  A non-ideal replacement for the Boyle van't Hoff equation. , 2008, Cryobiology.

[13]  Martin P Robinson,et al.  Vitrification media: toxicity, permeability, and dielectric properties. , 2002, Cryobiology.

[14]  P. Mazur Cryobiology: the freezing of biological systems. , 1970, Science.

[15]  K. Porter,et al.  A multisolute osmotic virial equation for solutions of interest in biology. , 2007, The journal of physical chemistry. B.

[16]  C. Hunt,et al.  Cryopreservation of umbilical cord blood: 1. Osmotically inactive volume, hydraulic conductivity and permeability of CD34(+) cells to dimethyl sulphoxide. , 2003, Cryobiology.

[17]  José Mario Martínez,et al.  Augmented Lagrangian methods under the constant positive linear dependence constraint qualification , 2007, Math. Program..

[18]  E. Longmire,et al.  OPTIMIZATION OF A MICROFLUIDIC DEVICE FOR DIFFUSION-BASED EXTRACTION OF DMSO FROM A CELL SUSPENSION. , 2008, International journal of heat and mass transfer.

[19]  A. Dinnyés,et al.  Determination of oocyte membrane permeability coefficients and their application to cryopreservation in a rabbit model. , 2009, Cryobiology.

[20]  L. Mcgann,et al.  Osmotic transport across cell membranes in nondilute solutions: a new nondilute solute transport equation. , 2009, Biophysical journal.

[21]  M. Antinori,et al.  Cryotop vitrification of human oocytes results in high survival rate and healthy deliveries. , 2007, Reproductive biomedicine online.

[22]  G. Fahy,et al.  Improved vitrification solutions based on the predictability of vitrification solution toxicity. , 2004, Cryobiology.

[23]  I. Katkov,et al.  A two-parameter model of cell membrane permeability for multisolute systems. , 2000, Cryobiology.

[24]  J. Hernández A General Model for the Dynamics of the Cell Volume , 2007, Bulletin of mathematical biology.

[25]  G. Fahy,et al.  Cryopreservation of rat hippocampal slices by vitrification. , 2006, Cryobiology.

[26]  James D Benson,et al.  A general model for the dynamics of cell volume, global stability, and optimal control , 2011, Journal of mathematical biology.

[27]  F. Kleinhans,et al.  Membrane permeability modeling: Kedem-Katchalsky vs a two-parameter formalism. , 1998, Cryobiology.

[28]  J. Critser,et al.  Human oocyte vitrification: the permeability of metaphase II oocytes to water and ethylene glycol and the appliance toward vitrification. , 2008, Fertility and sterility.

[29]  R. E. Pitt,et al.  Cryopreservation of Drosophila melanogaster embryos , 1989, Nature.

[30]  R. Hammerstedt,et al.  Cryopreservation of poultry sperm: the enigma of glycerol. , 1992, Cryobiology.

[31]  Gregory M Fahy,et al.  Cryopreservation of rat precision-cut liver and kidney slices by rapid freezing and vitrification. , 2007, Cryobiology.

[32]  P. Mazur,et al.  Prevention of osmotic injury to human spermatozoa during addition and removal of glycerol. , 1995, Human reproduction.

[33]  L. Mcgann,et al.  Dimethyl sulfoxide toxicity kinetics in intact articular cartilage , 2006, Cell and Tissue Banking.

[34]  K. W. Cole,et al.  Cryobiological preservation of Drosophila embryos. , 1992, Science.

[35]  Utkan Demirci,et al.  Microfluidics for cryopreservation. , 2009, Lab on a chip.

[36]  G. Vajta,et al.  Highly efficient vitrification method for cryopreservation of human oocytes. , 2005, Reproductive biomedicine online.

[37]  G M Fahy,et al.  The relevance of cryoprotectant "toxicity" to cryobiology. , 1985, Cryobiology.