Coarse-grained molecular dynamics simulations are highly valuable for studying protein-protein interactions. Unfortunately, commonly used force fields often overestimate these interactions. Here, we investigate the performance of the Martini 3 force field in predicting the self-interaction behavior of lysozyme and subtilisin using Metadynamics. The original Martini 3, despite improvements over its predecessor, overestimates interaction strength. Through reparameterization of bead interactions, we achieve good agreement with experimental data of the second virial coefficient and the diffusion coefficient. The new, refined force field enables more accurate CG-MD simulations, with potential applications in understanding and prediction of protein stability, aggregation tendencies, and solubility, with the possibility to aid in the development of protein-based drugs.
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http://dx.doi.org/10.1016/j.ejps.2025.107068 | DOI Listing |
Eur J Pharm Sci
March 2025
Department of Pharmacy, Pharmaceutical Technology and Biopharmaceutics, Ludwig-Maximilians-Universität München, 81377 Munich, Germany. Electronic address:
Coarse-grained molecular dynamics simulations are highly valuable for studying protein-protein interactions. Unfortunately, commonly used force fields often overestimate these interactions. Here, we investigate the performance of the Martini 3 force field in predicting the self-interaction behavior of lysozyme and subtilisin using Metadynamics.
View Article and Find Full Text PDFBiosens Bioelectron
March 2025
Department of Chemical and Materials Engineering, National University of Kaohsiung, Kaohsiung, 81148, Taiwan. Electronic address:
In this work, several peptides of soluble suppression of tumorigenicity 2 (sST2) were screened, synthesized, and then imprinted with electropolymerization onto poly(aniline-co-3-aminobenzenesulfonic acid), poly(AN-co-MSAN). Three MXenes, including titanium or molybdenum carbides, were also doped within the conductive polymer film to enhance the electrochemical response. The electrodes were employed as the extended gate in a field-effect transistor (EG-FET) platform.
View Article and Find Full Text PDFACS Appl Mater Interfaces
March 2025
Terahertz Research Center, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China.
Single-bacterium diagnostic methods with unprecedented precision and rapid turnaround times are promising tools for facilitating the transition from empirical treatment to personalized anti-infection treatment. Terahertz (THz) radiation, a cutting-edge technology for identifying pathogens, enables the label-free and non-destructive detection of intermolecular vibrational modes and bacterial dielectric properties. However, this individual dielectric property-based detection and the mismatched spatial resolution are limited for the single-bacterium identification of various species of pathogens.
View Article and Find Full Text PDFACS Nano
March 2025
State Key Lab for Mesoscopic Physics and Frontiers Science Center for Nano-optoelectronics, Electron Microscopy Laboratory, School of Physics, Peking University, Beijing 100871, China.
The solid-state nanopore technique holds the potential to develop mechanically stable and miniaturized DNA sequencing devices. However, the limited temporal resolution due to the high electric field inside the nanopore and the lack of an effective speed control strategy have hindered the realization of sequencing. Here, we reported a quad-array (four nanopores milled with ∼30 nm interpore spacing as a detection unit) that induced a redistribution of the electric field inside and outside the nanopore array and offered high-resolution discrimination of four ssDNA homopolymer types.
View Article and Find Full Text PDFJ Mol Model
March 2025
College of Water Conservancy and Civil Engineering, Shandong Agricultural University, Tai'an 271018, China.
Context: TEMPO-oxidized cellulose nanofibers (TOCNFs) show significant potential for developing high-performance resistive humidity sensors due to their hydrophilicity and structural adaptability. However, the underlying atomic-scale mechanisms governing their humidity response remain poorly understood. Using molecular dynamics simulations, this study investigates how crystal facets, nanopore widths, and humidity levels influence the surface wettability, water permeability, and swelling of TOCNFs.
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