ArticlePLoS computational biology2014
Exploring the conformational transitions of biomolecular systems using a simple two-state anisotropic network model.
Article in PLoS computational biology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers.
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Who cites it
66 citing papers in PubMed.
- DeepPath: overcoming data scarcity for protein transition pathway prediction using physics-based deep learning.Chemical science · 2026Article
- Natural Products Beyond Inhibition: A Mechanistic Framework Spanning Pockets, Interfaces, and Kinetic Barriers.Molecules (Basel, Switzerland) · 2026Review
- Generation of Pathway Signatures by Combining Normal Modes with Weighted Ensemble Simulations.bioRxiv : the preprint server for biology · 2026Article
- Efficient sampling of large-scale transition pathways and intermediate conformations in sub-mesoscopic protein complexes.Nature communications · 2026Article
- Exploring the Hemoglobin T to R2 Path Using Gaussian Elastic Network Correlation Map Distance.Proteins · 2025Article
- Quantum-topological simulation of Berry phase-induced fentanyl-μ-opioid receptor dissociation via terahertz vortex fields.Journal of molecular modeling · 2025Article
- Allosteric Modulation of SERCA Pumps in Health and Disease: Structural Dynamics, Posttranslational Modifications, and Therapeutic Potential.Journal of molecular biology · 2025Review
- A Computationally Efficient Method to Generate Plausible Conformers for Ensemble Docking and Binding Free Energy Calculations.Journal of chemical information and modeling · 2025Article
- Dissecting Large-Scale Structural Transitions in Membrane Transporters Using Advanced Simulation Technologies.The journal of physical chemistry. B · 2025Review
- MinActionPath2: path generation between different conformations of large macromolecular assemblies by action minimization.Nucleic acids research · 2024Article
- Evaluation of Essential Dynamics and Fixed-Length Coarse Graining for Multidomain Proteins.The journal of physical chemistry. B · 2024Article
- Comprehensive Approach to Simulating Large Scale Conformational Changes in Biological Systems Utilizing a Path Collective Variable and New Barrier Restraint.The journal of physical chemistry. B · 2023Article
- Towards design of drugs and delivery systems with the Martini coarse-grained model.QRB discovery · 2022Review
- Study of Allosteric Transitions of Human P-Glycoprotein by Using the Two-State Anisotropic Network Model.Frontiers in medicine · 2022Article
- Cryo-EM analysis provides new mechanistic insight into ATP binding to CaThe EMBO journal · 2021Article
- The interplay between mitochondria and store-operated CaJournal of cellular and molecular medicine · 2021Review
- Low-Frequency Harmonic Perturbations Drive Protein Conformational Changes.International journal of molecular sciences · 2021Article
- Unravelling the molecular effect of ocellatin-1, F1, K1 and S1, the frog-skin antimicrobial peptides to enhance its therapeutics-quantum and molecular mechanical approaches.Journal of molecular modeling · 2021Article
- Molecular Dynamics Simulation Techniques as Tools in Drug Discovery and Pharmacology: A Focus on Allosteric Drugs.Methods in molecular biology (Clifton, N.J.) · 2021Article
- Inferring functional units in ion channel pores via relative entropy.European biophysics journal : EBJ · 2021Article
6 more citing papers are in PubMed but not listed here.
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Authors and funding
6 authors.
Funding
Abstract
Biomolecular conformational transitions are essential to biological functions. Most experimental methods report on the long-lived functional states of biomolecules, but information about the transition pathways between these stable states is generally scarce. Such transitions involve short-lived conformational states that are difficult to detect experimentally. For this reason, computational methods are needed to produce plausible hypothetical transition pathways that can then be probed experimentally. Here we propose a simple and computationally efficient method, called ANMPathway, for constructing a physically reasonable pathway between two endpoints of a conformational transition. We adopt a coarse-grained representation of the protein and construct a two-state potential by combining two elastic network models (ENMs) representative of the experimental structures resolved for the endpoints. The two-state potential has a cusp hypersurface in the configuration space where the energies from both the ENMs are equal. We first search for the minimum energy structure on the cusp hypersurface and then treat it as the transition state. The continuous pathway is subsequently constructed by following the steepest descent energy minimization trajectories starting from the transition state on each side of the cusp hypersurface. Application to several systems of broad biological interest such as adenylate kinase, ATP-driven calcium pump SERCA, leucine transporter and glutamate transporter shows that ANMPathway yields results in good agreement with those from other similar methods and with data obtained from all-atom molecular dynamics simulations, in support of the utility of this simple and efficient approach. Notably the method provides experimentally testable predictions, including the formation of non-native contacts during the transition which we were able to detect in two of the systems we studied. An open-access web server has been created to deliver ANMPathway results.
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