1. High resolution ensemble description of metamorphic and intrinsically disordered proteins using an efficient hybrid parallel tempering scheme
- Author
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Jayashree Nagesh, Rajeswari Appadurai, and Anand Srivastava
- Subjects
0301 basic medicine ,Computer science ,Protein Conformation ,Science ,Entropy ,General Physics and Astronomy ,Molecular Dynamics Simulation ,Intrinsically disordered proteins ,Network topology ,01 natural sciences ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,symbols.namesake ,Molecular dynamics ,Computational biophysics ,Protein structure ,X-Ray Diffraction ,0103 physical sciences ,Scattering, Small Angle ,Conformational sampling ,Nuclear Magnetic Resonance, Biomolecular ,Alanine ,Multidisciplinary ,010304 chemical physics ,Entropy (statistical thermodynamics) ,Orientation (computer vision) ,Ensemble average ,Energy landscape ,Sampling (statistics) ,General Chemistry ,Intrinsically Disordered Proteins ,030104 developmental biology ,Benchmark (computing) ,symbols ,Parallel tempering ,Hamiltonian (quantum mechanics) ,Biological system ,Peptides ,Energy (signal processing) - Abstract
Mapping free energy landscapes of complex multi-funneled metamorphic proteins and weakly-funneled intrinsically disordered proteins (IDPs) remains challenging. While rare-event sampling molecular dynamics simulations can be useful, they often need to either impose restraints or reweigh the generated data to match experiments. Here, we present a parallel-tempering method that takes advantage of accelerated water dynamics and allows efficient and accurate conformational sampling across a wide variety of proteins. We demonstrate the improved sampling efficiency by benchmarking against standard model systems such as alanine di-peptide, TRP-cage and β-hairpin. The method successfully scales to large metamorphic proteins such as RFA-H and to highly disordered IDPs such as Histatin-5. Across the diverse proteins, the calculated ensemble averages match well with the NMR, SAXS and other biophysical experiments without the need to reweigh. By allowing accurate sampling across different landscapes, the method opens doors for sampling free energy landscape of complex uncharted proteins., Mapping free energy landscapes of complex multi-funneled metamorphic proteins and weakly-funneled intrinsically disordered proteins (IDPs) remains challenging. Here authors present a parallel-tempering method that takes advantage of accelerated water dynamics for efficient and accurate conformational sampling across a wide variety of proteins.
- Published
- 2020