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High Content Screening Analysis to Evaluate the Toxicological Effects of Harmful and Potentially Harmful Constituents HPHC
Published on: May 10, 2016
A toxicity cost function approach to optimal CPA equilibration in tissues
James D Benson1, Adam Z Higgins2, Kunjan Desai3
1Department of Biology, University of Saskatchewan, Canada.
Abstract:
There is growing need for cryopreserved tissue samples that can be used in transplantation and regenerative medicine. While a number of specific tissue types have been successfully cryopreserved, this success is not general, and there is not a uniform approach to cryopreservation of arbitrary tissues. Additionally, while there are a number of long-established approaches towards optimizing cryoprotocols in single cell suspensions, and even plated cell monolayers, computational approaches in tissue cryopreservation have classically been limited to explanatory models. Here we develop a numerical approach to adapt cell-based CPA equilibration damage models for use in a classical tissue mass transport model. To implement this with real-world parameters, we measured CPA diffusivity in three human-sourced tissue types, skin, fibroid and myometrium, yielding propylene glycol diffusivities of 0.6 × 10-6 cm2/s, 1.2 × 10-6 cm2/s and 1.3 × 10-6 cm2/s, respectively. Based on these results, we numerically predict and compare optimal multistep equilibration protocols that minimize the cell-based cumulative toxicity cost function and the damage due to excessive osmotic gradients at the tissue boundary. Our numerical results show that there are fundamental differences between protocols designed to minimize total CPA exposure time in tissues and protocols designed to minimize accumulated CPA toxicity, and that "one size fits all" stepwise approaches are predicted to be more toxic and take considerably longer than needed.
Insights
Developing new computational models for tissue cryopreservation is crucial for transplantation and regenerative medicine. This study optimizes cryoprotective agent (CPA) protocols, showing that tailored approaches minimize toxicity and time, unlike one-size-fits-all methods.
Area of Science:
- Biomedical Engineering
- Regenerative Medicine
- Cryobiology
Background:
- Cryopreservation of tissues is vital for transplantation and regenerative medicine.
- Current cryopreservation methods lack uniformity and struggle with arbitrary tissue types.
- Computational models for tissue cryopreservation have historically been limited to explanatory approaches.
Purpose of the Study:
- To develop a numerical approach for optimizing tissue cryopreservation protocols.
- To adapt cell-based cryoprotective agent (CPA) equilibration damage models for tissue mass transport.
- To minimize cell-based cumulative toxicity and osmotic gradient damage during tissue cryopreservation.
Main Methods:
- Measured CPA (propylene glycol) diffusivity in human skin, fibroid, and myometrium tissues.
- Developed a numerical model integrating CPA diffusivity with tissue mass transport.
- Predicted and compared optimal multistep CPA equilibration protocols using computational simulations.
Main Results:
- Propylene glycol diffusivities were determined for skin (0.6 × 10⁻⁶ cm²/s), fibroid (1.2 × 10⁻⁶ cm²/s), and myometrium (1.3 × 10⁻⁶ cm²/s).
- Numerical predictions revealed distinct optimal protocols for minimizing CPA exposure time versus minimizing CPA toxicity.
- "One size fits all" stepwise protocols are predicted to be less efficient and more toxic than tailored approaches.
Conclusions:
- Tailored, multi-step CPA equilibration protocols are superior to uniform approaches for tissue cryopreservation.
- Computational modeling provides a powerful tool for optimizing cryopreservation strategies.
- This work advances the development of effective cryopreservation techniques for transplantation and regenerative medicine.
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