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Markov state models to study the functional dynamics of proteins in the wake of machine learning
Markov state models (MSMs) based on molecular dynamics (MD) simulations are routinely
employed to study protein folding, however, their application to functional conformational …
employed to study protein folding, however, their application to functional conformational …
To milliseconds and beyond: challenges in the simulation of protein folding
Quantitatively accurate all-atom molecular dynamics (MD) simulations of protein folding
have long been considered a holy grail of computational biology. Due to the large system …
have long been considered a holy grail of computational biology. Due to the large system …
PyEMMA 2: A software package for estimation, validation, and analysis of Markov models
MK Scherer, B Trendelkamp-Schroer… - Journal of chemical …, 2015 - ACS Publications
Markov (state) models (MSMs) and related models of molecular kinetics have recently
received a surge of interest as they can systematically reconcile simulation data from either …
received a surge of interest as they can systematically reconcile simulation data from either …
Dynamic architecture of a protein kinase
Protein kinases are dynamically regulated signaling proteins that act as switches in the cell
by phosphorylating target proteins. To establish a framework for analyzing linkages between …
by phosphorylating target proteins. To establish a framework for analyzing linkages between …
Integrative, dynamic structural biology at atomic resolution—it's about time
Biomolecules adopt a dynamic ensemble of conformations, each with the potential to
interact with binding partners or perform the chemical reactions required for a multitude of …
interact with binding partners or perform the chemical reactions required for a multitude of …
Biophysics of protein evolution and evolutionary protein biophysics
The study of molecular evolution at the level of protein-coding genes often entails comparing
large datasets of sequences to infer their evolutionary relationships. Despite the importance …
large datasets of sequences to infer their evolutionary relationships. Despite the importance …
Equilibrium fluctuations of a single folded protein reveal a multitude of potential cryptic allosteric sites
GR Bowman, PL Geissler - Proceedings of the National Academy of …, 2012 - pnas.org
Cryptic allosteric sites—transient pockets in a folded protein that are invisible to
conventional experiments but can alter enzymatic activity via allosteric communication with …
conventional experiments but can alter enzymatic activity via allosteric communication with …
A role for both conformational selection and induced fit in ligand binding by the LAO protein
Molecular recognition is determined by the structure and dynamics of both a protein and its
ligand, but it is difficult to directly assess the role of each of these players. In this study, we …
ligand, but it is difficult to directly assess the role of each of these players. In this study, we …
Dynamics of an intrinsically disordered protein reveal metastable conformations that potentially seed aggregation
Amyloid fibril deposits of the intrinsically disordered hIAPP peptide are found in 95% of type
II diabetes patients, and the aggregation of this peptide is suggested to induce apoptotic cell …
II diabetes patients, and the aggregation of this peptide is suggested to induce apoptotic cell …
Memory unlocks the future of biomolecular dynamics: Transformative tools to uncover physical insights accurately and efficiently
Conformational changes underpin function and encode complex biomolecular mechanisms.
Gaining atomic-level detail of how such changes occur has the potential to reveal these …
Gaining atomic-level detail of how such changes occur has the potential to reveal these …