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Published on: July 19, 2024
Quantitatively characterizing the ligand binding mechanisms of choline binding protein using Markov state model
Shuo Gu1, Daniel-Adriano Silva2, Luming Meng1
1Department of Chemistry, Institute for Advance Study and School of Science, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong.
Understanding protein-ligand recognition is key. This study reveals choline binding protein (ChoX) recognition is ~90% conformational selection, using advanced computational methods.
Area of Science:
- Biochemistry
- Computational Biology
- Structural Biology
Background:
- Protein-ligand recognition is crucial for biological processes.
- Mechanisms involve induced fit and conformational selection.
- Choline binding protein (ChoX) is a model system.
Purpose of the Study:
- To elucidate the dominant mechanism in protein-ligand recognition.
- To quantify the contributions of induced fit versus conformational selection.
- To characterize the conformational states of choline binding protein (ChoX).
Main Methods:
- Developed a novel three-pronged approach.
- Integrated Markov State Models (MSMs) and Molecular Dynamics (MD) simulations.
- Employed flux analysis combined with experimental data.
Main Results:
- Quantified choline binding protein (ChoX) recognition as ~90% conformational selection dominant.
- Identified multiple metastable conformational states for ChoX.
- Confirmed the dominance of an apo-closed state, aligning with prior experimental findings.
Conclusions:
- The developed methodology accurately quantifies recognition mechanisms.
- Conformational selection is the primary driver for ChoX-ligand binding.
- This approach has broad applicability for studying fundamental biological recognition processes.
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