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DYNAMICAL ANALYSIS OF DRUG EFFICACY AND MECHANISM OF ACTION USING GFP REPORTERS
- Source :
- Journal of Biological Systems. 20:403-422
- Publication Year :
- 2012
- Publisher :
- World Scientific Pub Co Pte Lt, 2012.
-
Abstract
- Two issues are critical to the development of effective cancer-drug combinations. First, it is necessary to determine common combinations of alterations that exert strong control over proliferation and survival regulation for the general type of cancer being considered. Second, it is necessary to have a drug testing method that allows one to assess the variety of responses that can be provoked by drugs acting at key points in the cellular processes dictating proliferation and survival. Utilizing a previously reported GFP (green fluorescent protein) reporter-based technology that provides dynamic measurements of individual reporters in individual cells, the present paper proposes a dynamical systems approach to these issues. It involves a three-state experimental design: (1) formulate an oncologic pathway model of relevant processes; (2) perturb the pathways with the test drug and drugs with known effects on components of the pathways of interest; and (3) measure process activity indicators at various points on cell populations. This design addresses the fundamental problems in the design and analysis of combinatorial drug treatments. We apply the dynamical approach to three issues in the context of colon cancer cell lines: (1) identification of cell subpopulations possessing differing degrees of drug sensitivity; (2) the consequences of different drug dosing strategies on cellular processes; and (3) assessing the consequences of combinatorial versus monotherapy. Finally, we illustrate how the dynamical systems approach leads to a mechanistic hypothesis in the colon cancer HCT116 cell line.
- Subjects :
- Drug
Ecology
Dynamical systems theory
Applied Mathematics
media_common.quotation_subject
General Medicine
Computational biology
Pharmacology
Biology
Agricultural and Biological Sciences (miscellaneous)
Green fluorescent protein
Efficacy
Mechanism of action
medicine
Drug response
medicine.symptom
High content imaging
media_common
Subjects
Details
- ISSN :
- 17936470 and 02183390
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- Journal of Biological Systems
- Accession number :
- edsair.doi...........254c55a4af02d677e6d4b953aaf9ddf7