Modelling the efficacy of hyperthermia treatment

被引:47
作者
Rybinski, Mikolaj [1 ,3 ,4 ]
Szymanska, Zuzanna [2 ]
Lasota, Slawomir [1 ]
Gambin, Anna [1 ,3 ]
机构
[1] Univ Warsaw, Inst Informat, Warsaw, Poland
[2] Univ Warsaw, Interdisciplinary Ctr Math & Computat Modelling, Warsaw, Poland
[3] Polish Acad Sci, Mossakowski Med Res Ctr, Warsaw, Poland
[4] Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, Basel, Switzerland
基金
瑞士国家科学基金会;
关键词
heat-shock response; thermotolerance; hyperthermia; proteasome inhibitor; computational modelling; mass action kinetics; HEAT-SHOCK RESPONSE; CHAPERONES; SBML; DEGRADATION; INDUCTION; PROTEINS; CELLS;
D O I
10.1098/rsif.2013.0527
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Multimodal oncological strategies which combine chemotherapy or radiotherapy with hyperthermia, have a potential of improving the efficacy of the nonsurgical methods of cancer treatment. Hyperthermia engages the heat-shock response (HSR) mechanism, the main component of which are heat-shock proteins. Cancer cells have already partially activated HSR, thereby hyperthermia may be more toxic to them relative to normal cells. On the other hand, HSR triggers thermotolerance, i.e. hyperthermia-treated cells show an impairment in their susceptibility to a subsequent heat-induced stress. This poses questions about efficacy and optimal strategy for anti-cancer therapy combined with hyperthermia treatment. To address these questions, we adapt our previous HSR model and propose its stochastic extension. We formalize the notion of a HSP-induced thermotolerance. Next, we estimate the intensity and the duration of the thermotolerance. Finally, we quantify the effect of a multimodal therapy based on hyperthermia and a cytotoxic effect of bortezomib, a clinically approved proteasome inhibitor. Consequently, we propose an optimal strategy for combining hyperthermia and proteasome inhibition modalities. In summary, by a mathematical analysis of HSR, we are able to support the common belief that the combination of cancer treatment strategies increases therapy efficacy.
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页数:10
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