Physical chemistry chemical physics : PCCPIonic LiquidsMachine LearningMolecular Dynamics SimulationHydrogen BondingMembrane Proteins
Insights into ionic liquid-enhanced membrane protein stability through machine learning and molecular simulations.
Ju Liu, Guiming Zhang, Cheng Song, Yanlei Wang, Jing Ren, Hongyan He
Published: 202510.1039/d5cp02130h
Abstract
Protein stability plays a critical role in structural elucidation, enzyme activity, and the storage of protein drugs, where ionic liquids (ILs) have emerged as promising protein stabilizers due to their exceptional biocompatibility and superior solub…
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