Rapid optimization of drug combinations for the optimal angiostatic treatment of cancer
Autor: | Reinier O. Schlingemann, Andrea Weiss, Li Shen, Tse J. Wong, Roberto Pili, Marchien G. Dallinga, Olivier Dormond, Chih-Ming Ho, Arjan W. Griffioen, Hubert van den Bergh, Paul J. Dyson, Judy R. van Beijnum, Patrycja Nowak-Sliwinska, Xianting Ding, Ieong Wong, Robert H. Berndsen |
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Přispěvatelé: | Medical oncology laboratory, CCA - Innovative therapy, Graduate School, ACS - Amsterdam Cardiovascular Sciences, ANS - Amsterdam Neuroscience, Ophthalmology |
Jazyk: | angličtina |
Rok vydání: | 2015 |
Předmět: |
Cancer Research
Physiology Angiogenesis Clinical Biochemistry Cell Culture Techniques Apoptosis Drug resistance Pharmacology Chorioallantoic Membrane Mice Anti-angiogenesis Cell Movement Neoplasms Antineoplastic Combined Chemotherapy Protocols media_common Ovarian Neoplasms education.field_of_study Neovascularization Pathologic Imidazoles Search algorithm 3. Good health Endothelial stem cell Platelet Endothelial Cell Adhesion Molecule-1 Quinolines Female Erlotinib Algorithms medicine.drug Drug Drug–drug interactions Combination therapy Cell Survival media_common.quotation_subject Population Mice Nude Feedback system control Biology Feedback In vivo Cell Line Tumor medicine Organometallic Compounds Animals Humans Drug-drug interactions education Stochastic Processes Original Paper Endothelial Cells Cymenes Drug Screening Assays Antitumor Chickens Neoplasm Transplantation |
Zdroj: | Angiogenesis, vol. 18, no. 3, pp. 233-244 Weiss, A, Ding, X T, van Beijnum, J R, Wong, I, Wong, T J, Berndsen, R H, Dormond, O, Dallinga, M, Shen, L, Schlingemann, R O, Pili, R, Ho, C M, Dyson, P J, van den Bergh, H, Griffioen, A W & Nowak-Sliwinska, P 2015, ' Rapid optimization of drug combinations for the optimal angiostatic treatment of cancer ', Angiogenesis, vol. 18, no. 3, pp. 233-244 . https://doi.org/10.1007/s10456-015-9462-9 Angiogenesis, 18(3), 233-244. Springer Netherlands Angiogenesis Weiss, A; Ding, X; van Beijnum, JR; Wong, I; Wong, TJ; Berndsen, RH; et al.(2015). Rapid optimization of drug combinations for the optimal angiostatic treatment of cancer. Angiogenesis, 18(3), 233-244. doi: 10.1007/s10456-015-9462-9. UCLA: Retrieved from: http://www.escholarship.org/uc/item/1f05g517 |
ISSN: | 0969-6970 |
DOI: | 10.1007/s10456-015-9462-9 |
Popis: | Drug combinations can improve angiostatic cancer treatment efficacy and enable the reduction of side effects and drug resistance. Combining drugs is non-trivial due to the high number of possibilities. We applied a feedback system control (FSC) technique with a population-based stochastic search algorithm to navigate through the large parametric space of nine angiostatic drugs at four concentrations to identify optimal low-dose drug combinations. This implied an iterative approach of in vitro testing of endothelial cell viability and algorithm-based analysis. The optimal synergistic drug combination, containing erlotinib, BEZ-235 and RAPTA-C, was reached in a small number of iterations. Final drug combinations showed enhanced endothelial cell specificity and synergistically inhibited proliferation (p |
Databáze: | OpenAIRE |
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