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One or more keywords matched the following properties of Schiffer, Celia
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keywords Molecular Dynamics Simulation
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Academic Background

B.A., University of Chicago, 1986
Ph.D., University of California, San Francisco, 1992


Postdoctoral Fellow, ETH-Zurich, 1992-94
Postdoctoral Fellow, Genentech, 1994-97

Interface of Evolution and Structure Based Drug Design

www.umassmed.edu/schifferlab

Constraining evolution and avoiding drug resistance

Drug resistance occurs when, through evolution, a disease no longer responds to medications. Resistance impacts the lives of millions, limiting the effectiveness of many of our most potent drugs. This often happens under the selective pressure of therapy in bacterial, viral and fungal infections and cancer due to their rapid evolution.

We combine a variety of experimental and computational techniques to understand the molecular basis of drug resistance. Our new paradigm of drug design minimizes chances of resistance. Realizing that disrupting the drug target’s activity is necessary but not sufficient for developing a robust drug that avoids resistance.

Strategies and Systems

We use multidisciplinary approaches, combining crystallography, enzymology, molecular dynamics and organic chemistry, to elucidate the molecular mechanisms of drug resistance. Resistance occurs when a heterogeneous populations of a drug target is challenged by the selective pressure of a drug. In cancer and viruses this heterogeneity is partially caused APOBEC3’s. We discovered resistance mutations occur either where drugs physically contact regions of the drug target that are not essential for substrate recognition or alter the ensemble dynamics of the drug target favoring substrate. We leverage these insights into a new strategies in structure-based drug design to minimize the likelihood for resistance by designing inhibitors to stay within the substrate envelope. This strategy not only describes most of the primary drug resistance for HIV, Hepatitis C viral protease inhibitors and influenza neuraminidase, but is generally applicable in the development of novel drugs that are less susceptible to resistance.

 

One or more keywords matched the following items that are connected to Schiffer, Celia
Item TypeName
Academic Article Structural stability of disulfide mutants of basic pancreatic trypsin inhibitor: a molecular dynamics study.
Academic Article Cooperative fluctuations of unliganded and substrate-bound HIV-1 protease: a structure-based analysis on a variety of conformations from crystallography and molecular dynamics simulations.
Academic Article Dynamics of preferential substrate recognition in HIV-1 protease: redefining the substrate envelope.
Academic Article Hydrophobic core flexibility modulates enzyme activity in HIV-1 protease.
Academic Article Exploring the role of the solvent in the denaturation of a protein: a molecular dynamics study of the DNA binding domain of the 434 repressor.
Academic Article Investigations of peptide hydration using NMR and molecular dynamics simulations: A study of effects of water on the conformation and dynamics of antamanide.
Academic Article Decomposing the energetic impact of drug-resistant mutations: the example of HIV-1 protease-DRV binding.
Academic Article Quantitative comparison of errors in 15N transverse relaxation rates measured using various CPMG phasing schemes.
Academic Article The interdomain interface in bifunctional enzyme protein 3/4A (NS3/4A) regulates protease and helicase activities.
Academic Article Differential Flap Dynamics in Wild-type and a Drug Resistant Variant of HIV-1 Protease Revealed by Molecular Dynamics and NMR Relaxation.
Academic Article Modulation of HIV protease flexibility by the T80N mutation.
Academic Article Molecular and Dynamic Mechanism Underlying Drug Resistance in Genotype 3 Hepatitis C NS3/4A Protease.
Academic Article Molecular Basis for Differential Patterns of Drug Resistance in Influenza N1 and N2 Neuraminidase.
Academic Article Interdependence of Inhibitor Recognition in HIV-1 Protease.
Academic Article Hepatitis C Virus NS3/4A Protease Inhibitors Incorporating Flexible P2 Quinoxalines Target Drug Resistant Viral Variants.
Academic Article Hydration Structure and Dynamics of Inhibitor-Bound HIV-1 Protease.
Academic Article Molecular Mechanism of Resistance in a Clinically Significant Double-Mutant Variant of HCV NS3/4A Protease.
Academic Article Probing Structural Changes among Analogous Inhibitor-Bound Forms of HIV-1 Protease and a Drug-Resistant Mutant in Solution by Nuclear Magnetic Resonance.
Academic Article Structural Analysis of the Active Site and DNA Binding of Human Cytidine Deaminase APOBEC3B.
Academic Article NMR and MD studies combined to elucidate inhibitor and water interactions of HIV-1 protease and their modulations with resistance mutations.
Academic Article Picomolar to Micromolar: Elucidating the Role of Distal Mutations in HIV-1 Protease in Conferring Drug Resistance.
Academic Article Molecular Determinants of Epistasis in HIV-1 Protease: Elucidating the Interdependence of L89V and L90M Mutations in Resistance.
Academic Article Mechanism for APOBEC3G catalytic exclusion of RNA and non-substrate DNA.
Academic Article Characterizing Protein-Ligand Binding Using Atomistic Simulation and Machine Learning: Application to Drug Resistance in HIV-1 Protease.
Academic Article Avoiding Drug Resistance by Substrate Envelope-Guided Design: Toward Potent and Robust HCV NS3/4A Protease Inhibitors.
Academic Article Deciphering Complex Mechanisms of Resistance and Loss of Potency through Coupled Molecular Dynamics and Machine Learning.
Academic Article Inhibiting HTLV-1 Protease: A Viable Antiviral Target.
Academic Article Deciphering Antifungal Drug Resistance in Pneumocystis jirovecii DHFR with Molecular Dynamics and Machine Learning.
Academic Article Elucidating the Substrate Envelope of Enterovirus 68-3C Protease: Structural Basis of Specificity and Potential Resistance.
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  • Molecular Dynamics Simulation