multiSMD – A Python Toolset for Multidirectional Steered Molecular Dynamics
Molecular forces govern all biological processes from cellular mechanics to molecular recognition events. Understanding the direction-dependence of these forces is particularly critical for elucidating fundamental interactions, such as protein-protein binding, ligand dissociation, and signal mechanotransduction. While steered molecular dynamics (SMD) simulations enable the study of force-induced transitions, conventional single-direction approaches may overlook anisotropic mechanical responses inherent to biomolecular systems. Therefore, probing the mechanical stability of molecular systems with respect to a director of an external force may provide critical information. Here, we present multiSMD, a Python-based tool that automates the setup and analysis of multidirectional SMD simulations in NAMD and GROMACS. By systematically probing forces along multiple spatial vectors, multiSMD captures direction-dependent phenomena, such as changing energy barriers or structural resilience, that remain hidden in standard SMD. We demonstrate the utility of our approach through three distinct applications: (i) anisotropic unbinding in a protein-protein complex, (ii) search for ligand dissociation pathways dependent on the pulling direction, and (iii) force-induced remodeling of intrinsically disordered regions in proteins. multiSMD streamlines the exploration of nanomechanical anisotropy in biomolecules, offering a computational framework to guide experiments (e.g., atomic force microscopy - AFM or optical tweezers) and uncover mechanistic properties inaccessible to single-axis methods.
Authors
- Beata Niklas (ORCID: https://orcid.org/0000-0001-7728-1830)
- Katarzyna Walczewska-Szewc (ORCID: https://orcid.org/0000-0001-6422-6138)
- Wiesław Nowak (ORCID: https://orcid.org/0000-0003-2584-1327)
- Kamil Szewc (ORCID: https://orcid.org/0000-0002-9080-1551)
Institutions
- Nicolaus Copernicus University (PL)
- Institute of Physics (PL)
- Engineering Software Steyr (Austria) (AT)
Publication Details
- Journal
- Journal of Chemical Information and Modeling
- Published
- 2025-10-02
- DOI
- https://doi.org/10.1021/acs.jcim.5c01742
- Primary Topic
- Spectroscopy and Quantum Chemical Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00