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Systems Biology  

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Although molecular structure-based modeling and simulations provide us with insights into mechanisms of interactions and biological activities, understanding physiological and biomedical implications often requires more holistic approaches, broadly referred to as systems biology methods, which take account of the cellular context. Our laboratory is examining protein-protein and protein-drug interactions and their effects on cellular signaling, regulation and apoptotic events, using various theoretical and computational approaches, ranging from mathematical models based on simple mass-action kinetics 1,2 to quantitative systems pharmacology methods.3

References:

1. Bagci EZ, Vodovotz Y, Billiar TR, Ermentrout GB, Bahar I (2006) Bistability in Apoptosis: Roles of Bax, Bcl-2, and Mitochondrial Permeability Transition Pores Biophys J 90: 1546-1559 PMID: 16339882.

2. Liu B, Bhatt D, Oltvai ZN, Greenberger JS, Bahar I (2014) Significance of p53 dynamics in regulating apoptosis in response to ionizing radiation, and polypharmacological strategies Sci Rep 4: 6245 PMID: 25175563

3. Cobanoglu MC, Liu C, Hu F, Oltvai ZN, Bahar I (2013) Predicting Drug-Target Interactions Using Probabilistic Matrix Factorization J Chem Inf Model 53: 3399-409 PMID: 24289468 (See PMF-based code)