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Molecular recognition by proteins is fundamental to molecular biology. Dissection of the thermodynamic energy terms governing protein-ligand interactions has proven difficult, with determination of entropic contributions being particularly elusive. NMR relaxation measurements have suggested that changes in protein conformational entropy can be quantitatively obtained through a dynamical proxy, but the generality of this relationship has not been shown. Twenty-eight protein-ligand complexes are used to show a quantitative relationship between measures of fast side-chain motion and the underlying conformational entropy. We find that the contribution of conformational entropy can range from favorable to unfavorable, which demonstrates the potential of this thermodynamic variable to modulate protein-ligand interactions. For about one-quarter of these complexes, the absence of conformational entropy would render the resulting affinity biologically meaningless. The dynamical proxy for conformational entropy or "entropy meter" also allows for refinement of the contributions of solvent entropy and the loss in rotational-translational entropy accompanying formation of high-affinity complexes. Furthermore, structure-based application of the approach can also provide insight into long-lived specific water-protein interactions that escape the generic treatments of solvent entropy based simply on changes in accessible surface area. These results provide a comprehensive and unified view of the general role of entropy in high-affinity molecular recognition by proteins.
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http://dx.doi.org/10.1073/pnas.1621154114 | DOI Listing |
Mater Horiz
September 2025
College of Polymer Science and Engineering, Sichuan University, State Key Laboratory of Advanced Polymer Materials, Chengdu, 610065, Sichuan, China.
Mechanical stimuli-responsive shape transformations, exemplified by mimosa leaves, are widespread in nature, yet remain challenging to realize through facile fabrication in synthetic morphing materials. Herein, we demonstrate stretch-activated shape-morphing enabled by an elastic-plastic bilayer structure assembled dynamic crosslinking. Through dioxaborolane metathesis, a dynamic, crosslinked polyolefin elastomer (POEV) with elasticity and a co-crosslinked POE/paraffin wax blend (POE/PW-V) with tunable plasticity are prepared.
View Article and Find Full Text PDFFront Neurosci
August 2025
Center for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, Jamia Nagar, New Delhi, India.
Amyloid-β (Aβ) is implicated in the pathophysiology of Alzheimer's disease (AD) and plays a significant role in neuronal degeneration. Aβ in solution is essential during the initial stages of developing lead compounds that influence Aβ fibrillation. The tendency of the Aβ peptide to misfold in solution is correlated with the etiology of AD.
View Article and Find Full Text PDFJ Am Chem Soc
September 2025
State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing 100005, P. R. China.
Emerging evidence underscores the regulatory roles of nonamyloidogenic regions in controlling the aggregation dynamics and cytotoxicity of amyloidal proteins, but the mechanism remains unclear. Herein we investigated how flanking sequences modulate the conformational heterogeneity in the p53 238-262 amyloid segment using scanning tunneling microscopy (STM). By comparing the wild-type (wt) and three pathogenic mutations (R248W, R248Q, R249S) in the noncore regions, we reveal that flanking alterations remodel β-sheet aggregates and induce conformational plasticity in β-strand ensembles through the generation of novel conformational substates and selective elimination of existing conformational substates.
View Article and Find Full Text PDFJ Chem Phys
September 2025
Department of Applied Chemistry, University of Seoul, Seoul 02504, Republic of Korea.
Nonequilibrium thermodynamics plays a crucial role in understanding a wide range of physical and chemical processes. While significant advances have been made through frameworks, such as the fluctuation theorem, it remains challenging to define thermodynamic quantities, such as energy, entropy, and free energy, at the local level during nonequilibrium processes. Recently, Jinwoo and Tanaka [Sci.
View Article and Find Full Text PDFJ Chem Theory Comput
September 2025
LSP Consulting LLC, Temecula, California 92591, United States.
Conformational entropy associated with thermal vibrations plays fundamental roles in protein function, from ligand binding and catalysis to allosteric regulation. Cooper and Dryden first proposed entropy-driven allostery as an example of these effects. However, measuring the underlying thermal motions remains technically challenging.
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