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In Vitro Measurement and Mathematical Modeling of Thermally-Induced Injury in Pancreatic Cancer Cells

SIMPLE SUMMARY: Thermal therapies, the controlled heating of tissue, are a clinically accepted modality for the treatment of localized cancers and are under investigation as part of treatment strategies for pancreatic cancer. The bioeffects of heating varies as a function of intensity and duration o...

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Autores principales: Chamani, Faraz, Pyle, Marla M., Shrestha, Tej B., Sebek, Jan, Bossmann, Stefan H., Basel, Matthew T., Sheth, Rahul A., Prakash, Punit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9913239/
https://www.ncbi.nlm.nih.gov/pubmed/36765619
http://dx.doi.org/10.3390/cancers15030655
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author Chamani, Faraz
Pyle, Marla M.
Shrestha, Tej B.
Sebek, Jan
Bossmann, Stefan H.
Basel, Matthew T.
Sheth, Rahul A.
Prakash, Punit
author_facet Chamani, Faraz
Pyle, Marla M.
Shrestha, Tej B.
Sebek, Jan
Bossmann, Stefan H.
Basel, Matthew T.
Sheth, Rahul A.
Prakash, Punit
author_sort Chamani, Faraz
collection PubMed
description SIMPLE SUMMARY: Thermal therapies, the controlled heating of tissue, are a clinically accepted modality for the treatment of localized cancers and are under investigation as part of treatment strategies for pancreatic cancer. The bioeffects of heating varies as a function of intensity and duration of heating and can vary across tissue types. We report on the measurement of thermal injury parameters for pancreatic cancer cell lines in vitro and assess their suitability for predicting changes in cell viability following heating. The results of this study may contribute to research investigating the use of thermal therapies as part of pancreatic cancer treatment strategies, the development of modeling tools for predictive treatment planning of thermal therapies, and understanding the effects of other energy-based interventions that may involve perturbation of tissue temperature. ABSTRACT: Thermal therapies are under investigation as part of multi-modality strategies for the treatment of pancreatic cancer. In the present study, we determined the kinetics of thermal injury to pancreatic cancer cells in vitro and evaluated predictive models for thermal injury. Cell viability was measured in two murine pancreatic cancer cell lines (KPC, Pan02) and a normal fibroblast (STO) cell line following in vitro heating in the range 42.5–50 °C for 3–60 min. Based on measured viability data, the kinetic parameters of thermal injury were used to predict the extent of heat-induced damage. Of the three thermal injury models considered in this study, the Arrhenius model with time delay provided the most accurate prediction (root mean square error = 8.48%) for all cell lines. Pan02 and STO cells were the most resistant and susceptible to hyperthermia treatments, respectively. The presented data may contribute to studies investigating the use of thermal therapies as part of pancreatic cancer treatment strategies and inform the design of treatment planning strategies.
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spelling pubmed-99132392023-02-11 In Vitro Measurement and Mathematical Modeling of Thermally-Induced Injury in Pancreatic Cancer Cells Chamani, Faraz Pyle, Marla M. Shrestha, Tej B. Sebek, Jan Bossmann, Stefan H. Basel, Matthew T. Sheth, Rahul A. Prakash, Punit Cancers (Basel) Article SIMPLE SUMMARY: Thermal therapies, the controlled heating of tissue, are a clinically accepted modality for the treatment of localized cancers and are under investigation as part of treatment strategies for pancreatic cancer. The bioeffects of heating varies as a function of intensity and duration of heating and can vary across tissue types. We report on the measurement of thermal injury parameters for pancreatic cancer cell lines in vitro and assess their suitability for predicting changes in cell viability following heating. The results of this study may contribute to research investigating the use of thermal therapies as part of pancreatic cancer treatment strategies, the development of modeling tools for predictive treatment planning of thermal therapies, and understanding the effects of other energy-based interventions that may involve perturbation of tissue temperature. ABSTRACT: Thermal therapies are under investigation as part of multi-modality strategies for the treatment of pancreatic cancer. In the present study, we determined the kinetics of thermal injury to pancreatic cancer cells in vitro and evaluated predictive models for thermal injury. Cell viability was measured in two murine pancreatic cancer cell lines (KPC, Pan02) and a normal fibroblast (STO) cell line following in vitro heating in the range 42.5–50 °C for 3–60 min. Based on measured viability data, the kinetic parameters of thermal injury were used to predict the extent of heat-induced damage. Of the three thermal injury models considered in this study, the Arrhenius model with time delay provided the most accurate prediction (root mean square error = 8.48%) for all cell lines. Pan02 and STO cells were the most resistant and susceptible to hyperthermia treatments, respectively. The presented data may contribute to studies investigating the use of thermal therapies as part of pancreatic cancer treatment strategies and inform the design of treatment planning strategies. MDPI 2023-01-21 /pmc/articles/PMC9913239/ /pubmed/36765619 http://dx.doi.org/10.3390/cancers15030655 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chamani, Faraz
Pyle, Marla M.
Shrestha, Tej B.
Sebek, Jan
Bossmann, Stefan H.
Basel, Matthew T.
Sheth, Rahul A.
Prakash, Punit
In Vitro Measurement and Mathematical Modeling of Thermally-Induced Injury in Pancreatic Cancer Cells
title In Vitro Measurement and Mathematical Modeling of Thermally-Induced Injury in Pancreatic Cancer Cells
title_full In Vitro Measurement and Mathematical Modeling of Thermally-Induced Injury in Pancreatic Cancer Cells
title_fullStr In Vitro Measurement and Mathematical Modeling of Thermally-Induced Injury in Pancreatic Cancer Cells
title_full_unstemmed In Vitro Measurement and Mathematical Modeling of Thermally-Induced Injury in Pancreatic Cancer Cells
title_short In Vitro Measurement and Mathematical Modeling of Thermally-Induced Injury in Pancreatic Cancer Cells
title_sort in vitro measurement and mathematical modeling of thermally-induced injury in pancreatic cancer cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9913239/
https://www.ncbi.nlm.nih.gov/pubmed/36765619
http://dx.doi.org/10.3390/cancers15030655
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