ArticlePLoS computational biology2018
Atomic resolution mechanism of ligand binding to a solvent inaccessible cavity in T4 lysozyme.
Article in PLoS computational biology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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Who cites it
31 citing papers in PubMed, 87 citations in OpenAlex.
- Dissecting mechanisms of ligand binding and conformational changes in the glutamine-binding protein.eLife · 2026Article
- Microscopic Insights into a Ligand Escape Pathway and Energetics in Leucine-Isoleucine-Valine Binding Protein.ACS omega · 2026Article
- Use of High Pressure NMR Spectroscopy to Rapidly Identify Proteins with Internal Ligand-Binding Voids.bioRxiv : the preprint server for biology · 2025Article
- Spitrobot-2 advances time-resolved cryo-trapping crystallography to under 25 ms.Communications chemistry · 2025Article
- Accelerating fragment-based drug discovery using grand canonical nonequilibrium candidate Monte Carlo.Nature communications · 2025Article
- GōMartini 3: From large conformational changes in proteins to environmental bias corrections.Nature communications · 2025Article
- Kinetics-Based State Definitions for Discrete Binding Conformations of T4 L99A in MD via Markov State Modeling.Journal of chemical information and modeling · 2024Article
- Ligand Gaussian Accelerated Molecular Dynamics 3 (LiGaMD3): Improved Calculations of Binding Thermodynamics and Kinetics of Both Small Molecules and Flexible Peptides.Journal of chemical theory and computation · 2024Article
- Ligand Gaussian accelerated Molecular Dynamics 3 (LiGaMD3): Improved Calculations of Binding Thermodynamics and Kinetics of Both Small Molecules and Flexible Peptides.bioRxiv : the preprint server for biology · 2024Article
- Article
- Data-driven classification of ligand unbinding pathways.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Roles of Accelerated Molecular Dynamics Simulations in Predictions of Binding Kinetic Parameters.Mini reviews in medicinal chemistry · 2024Review
- Article
- Markov State Models Reconcile Conformational Plasticity of GTPase with Its Substrate Binding Event.JACS Au · 2023Article
- Predicting Biomolecular Binding Kinetics: A Review.Journal of chemical theory and computation · 2023Review
- Long-time-step molecular dynamics can retard simulation of protein-ligand recognition process.Biophysical journal · 2023Article
- Ligand Gaussian Accelerated Molecular Dynamics 2 (LiGaMD2): Improved Calculations of Ligand Binding Thermodynamics and Kinetics with Closed Protein Pocket.Journal of chemical theory and computation · 2023Article
- Elucidating the mechanisms underlying protein conformational switching using NMR spectroscopy.Journal of magnetic resonance open · 2022Article
- Ligand Binding Path Sampling Based on Parallel Cascade Selection Molecular Dynamics: LB-PaCS-MD.Materials (Basel, Switzerland) · 2022Article
- Enhanced-Sampling Simulations for the Estimation of Ligand Binding Kinetics: Current Status and Perspective.Frontiers in molecular biosciences · 2022Review
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Ligand binding sites in proteins are often localized to deeply buried cavities, inaccessible to bulk solvent. Yet, in many cases binding of cognate ligands occurs rapidly. An intriguing system is presented by the L99A cavity mutant of T4 Lysozyme (T4L L99A) that rapidly binds benzene (~106 M-1s-1). Although the protein has long served as a model system for protein thermodynamics and crystal structures of both free and benzene-bound T4L L99A are available, the kinetic pathways by which benzene reaches its solvent-inaccessible binding cavity remain elusive. The current work, using extensive molecular dynamics simulation, achieves this by capturing the complete process of spontaneous recognition of benzene by T4L L99A at atomistic resolution. A series of multi-microsecond unbiased molecular dynamics simulation trajectories unequivocally reveal how benzene, starting in bulk solvent, diffuses to the protein and spontaneously reaches the solvent inaccessible cavity of T4L L99A. The simulated and high-resolution X-ray derived bound structures are in excellent agreement. A robust four-state Markov model, developed using cumulative 60 μs trajectories, identifies and quantifies multiple ligand binding pathways with low activation barriers. Interestingly, none of these identified binding pathways required large conformational changes for ligand access to the buried cavity. Rather, these involve transient but crucial opening of a channel to the cavity via subtle displacements in the positions of key helices (helix4/helix6, helix7/helix9) leading to rapid binding. Free energy simulations further elucidate that these channel-opening events would have been unfavorable in wild type T4L. Taken together and via integrating with results from experiments, these simulations provide unprecedented mechanistic insights into the complete ligand recognition process in a buried cavity. By illustrating the power of subtle helix movements in opening up multiple pathways for ligand access, this work offers an alternate view of ligand recognition in a solvent-inaccessible cavity, contrary to the common perception of a single dominant pathway for ligand binding.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.