Kazan, Kübranur and Berksöz, Melike and Kocuk, Burak and Atılgan, Ali Rana and Atılgan, Canan (2026) Multiply perturbed response: a computational protocol to identify cooperative allosteric residue combinations driving protein conformational transitions. Bio-Protocol, 16 (13). ISSN 2331-8325
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Official URL: https://dx.doi.org/10.21769/BioProtoc.5718
Abstract
Protein function often depends on dynamic conformational transitions driven by external factors or molecular interactions. Understanding the allosteric mechanisms underlying these transitions is essential for mechanistic insight into protein function. Molecular dynamics (MD) simulations are widely used to study protein dynamics; however, capturing large-scale, rare transitions is computationally expensive. To address this, we previously developed Perturbation Response Scanning (PRS), based on elastic network models and linear response theory, but PRS is limited in capturing collective effects because it perturbs one residue at a time. Here, we present Multiply Perturbed Response (MPR), which extends PRS by applying simultaneous perturbations to multiple residues to identify allosteric residue combinations that drive conformational transitions. This protocol provides a workflow for structure preparation, displacement, and covariance-matrix calculations, overlap analysis, and visualization. It can be applied to static structures or trajectories from MD simulations, requiring initial and final protein structures as the main inputs and an optional MD trajectory for trajectory-based analysis. The main outputs are residue combinations that maximize overlap, Omax values, corresponding force vectors, and visualization files. These outputs help identify cooperative allosteric regions and residues for mechanistic interpretation or further experimental validation. By perturbing multiple residues simultaneously, MPR captures conformational transitions arising from combined residue effects. The method is easy to use, reproducible, and accessible through open-source tools and libraries.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Allosteric residue combinations; Conformational transition; Elastic network model; Linear response theory; Multiply perturbed response; Overlap maximization; Variance-covariance matrix |
| Divisions: | Faculty of Engineering and Natural Sciences |
| Depositing User: | Burak Kocuk |
| Date Deposited: | 31 Aug 2026 11:01 |
| Last Modified: | 31 Aug 2026 11:01 |
| URI: | https://research.sabanciuniv.edu/id/eprint/54310 |

