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In silico simulation of inhibitor drug effects on nuclear factor-kappaB pathway dynamics
Myong-Hee Sung1, Richard Simon
1Biometric Research Branch, National Cancer Institute, National Institutes of Health, 6130 Executive Blvd. EPN 8146, MSC 7434, Bethesda, MD 20892, USA. sungm@mail.nih.gov
Abstract:
NF-kappaB is a transcription factor family that activates numerous genes that are related to cell survival, apoptosis, and cell migration. Its persistent activity is associated with tumor formation, growth, metastasis, and drug resistance in many cancer types, including lymphoma, colon cancer, and breast cancer. Current therapeutic efforts for inhibiting this central "switch" include using small molecules to block a selected target in this pathway. Recognizing the regulatory network structure of the NF-kappaB pathway, we examine in silico the effects of inhibitors targeting various network components, using a kinetic model of the pathway. By simulating the corresponding perturbed system dynamics, we show the resulting time course of inhibition has distinct target-specific profiles. In particular, greater oscillatory potential exists for inhibition of upstream events than for direct inhibition of NF-kappaB, at low drug concentrations. This phenomenon is observed also when we examine the dynamic effects of the recently approved proteasome inhibitor, bortezomib (PS-341), and compare it with other inhibitors, taking its pharmacokinetics into consideration. Such kinetic analyses of the "drugged" molecular system will facilitate optimal drug target selection and the development of treatment protocols for a molecularly targeted therapy.
Insights
Inhibiting the NF-kappaB pathway shows distinct effects based on the drug target. Upstream inhibition may lead to greater oscillations than direct NF-kappaB inhibition, aiding cancer therapy development.
Area of Science:
- Molecular Biology
- Systems Biology
- Pharmacology
Background:
- Nuclear factor kappa B (NF-kappaB) is a transcription factor family regulating genes involved in cell survival, apoptosis, and migration.
- Persistent NF-kappaB activity is linked to tumor formation, growth, metastasis, and drug resistance in various cancers.
- Current therapies target NF-kappaB by blocking specific pathway components with small molecules.
Purpose of the Study:
- To investigate the in silico effects of inhibitors targeting different components of the NF-kappaB pathway.
- To analyze the distinct target-specific dynamic profiles of pathway inhibition.
- To compare the dynamic effects of various inhibitors, including bortezomib, considering pharmacokinetics.
Main Methods:
- Utilized a kinetic model of the NF-kappaB pathway to simulate perturbed system dynamics.
- Examined the time course of inhibition for different targeted network components.
- Assessed the oscillatory potential of inhibition at varying drug concentrations.
Main Results:
- Inhibition of upstream NF-kappaB pathway events demonstrated greater oscillatory potential compared to direct NF-kappaB inhibition at low drug concentrations.
- Distinct target-specific profiles were observed in the time course of inhibition.
- Dynamic effects of bortezomib (PS-341) were analyzed and compared with other inhibitors.
Conclusions:
- Kinetic analysis of the NF-kappaB pathway under drug perturbation provides insights into target-specific inhibition dynamics.
- Understanding these dynamics can facilitate optimal drug target selection for molecularly targeted cancer therapies.
- This approach aids in developing effective treatment protocols for cancers associated with aberrant NF-kappaB signaling.
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