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Nde J, Zhang P, Waxham MN, Cheung MS. Experiment and Simulation Reveal Residue Details for How Target Binding Tunes Calmodulin's Calcium-Binding Properties. J Phys Chem B 2023; 127:2900-2908. [PMID: 36977372 DOI: 10.1021/acs.jpcb.2c08734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
Abstract
We aim to elucidate the molecular mechanism of the reciprocal relation of calmodulin's (CaM) target binding and its affinity for calcium ions (Ca2+), which is central to decoding CaM-dependent Ca2+ signaling in a cell. We employed stopped-flow experiments and coarse-grained molecular simulations that learn the coordination chemistry of Ca2+ in CaM from first-principle calculations. The associative memories as part of the coarse-grained force fields built on known protein structures further influence CaM's selection of its polymorphic target peptides in the simulations. We modeled the peptides from the Ca2+/CaM-binding domain of Ca2+/CaM-dependent kinase II (CaMKII), CaMKIIp (293-310) and selected distinctive mutations at the N-terminus. Our stopped-flow experiments have shown that the CaM's affinity for Ca2+ in the bound complex of Ca2+/CaM/CaMKIIp decreased significantly when Ca2+/CaM bound to the mutant peptide (296-AAA-298) compared to that bound to the wild-type peptide (296-RRK-298). The coarse-grained molecular simulations revealed that the 296-AAA-298 mutant peptide destabilized the structures of Ca2+-binding loops at the C-domain of CaM (c-CaM) due to both loss of electrostatic interactions and differences in polymorphic structures. We have leveraged a powerful coarse-grained approach to advance a residue-level understanding of the reciprocal relation in CaM, that could not be possibly achieved by other computational approaches.
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Affiliation(s)
- Jules Nde
- Department of Physics, University of Washington, Seattle, Washington 98105, United States
| | - Pengzhi Zhang
- Center for Bioinformatics and Computational Biology, Houston Methodist Research Institute, Houston, Texas 77030, United States
| | - M Neal Waxham
- Department of Neurobiology and Anatomy, University of Texas Health Science Center, Houston, Texas 77030, United States
| | - Margaret S Cheung
- Department of Physics, University of Washington, Seattle, Washington 98105, United States
- Pacific Northwest National Laboratory, Richland, Washington 99354, United States
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Molecular understanding of Ni 2+-nitrogen family metal-coordinated hydrogel relaxation times using free energy landscapes. Proc Natl Acad Sci U S A 2023; 120:e2213160120. [PMID: 36649435 PMCID: PMC9942824 DOI: 10.1073/pnas.2213160120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Incorporating dynamic metal-coordination bonds as cross-links into synthetic materials has become attractive not only to improve self-healing and toughness, but also due to the tunability of metal-coordination bonds. However, a priori determination of bond lifetime of metal-coordination complexes, especially important in the rational design of metal-coordinated materials with prescribed properties, is missing. We report an empirical relationship between the energy landscape of metal-coordination bonds, simulated via metadynamics, and the resulting macroscopic relaxation time in ideal metal-coordinated hydrogels. Importantly, we expand the Arrhenius relationship between the macroscopic hydrogel relaxation time and metal-coordinate bond activation energy to include width and landscape ruggedness identified in the simulated energy landscapes. Using biologically relevant Ni2+-nitrogen coordination complexes as a model case, we demonstrate that the quantitative relationship developed from histidine-Ni2+ and imidazole-Ni2+ complexes can predict the average relaxation times of other Ni2+-nitrogen coordinated networks. We anticipate the quantitative relationship presented here to be a starting point for the development of more sophisticated models that can predict relaxation timescales of materials with programmable viscoelastic properties.
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3
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Guan X, Tan C, Li W, Wang W, Thirumalai D. Role of water-bridged interactions in metal ion coupled protein allostery. PLoS Comput Biol 2022; 18:e1010195. [PMID: 35653400 PMCID: PMC9197054 DOI: 10.1371/journal.pcbi.1010195] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 06/14/2022] [Accepted: 05/10/2022] [Indexed: 11/18/2022] Open
Abstract
Allosteric communication between distant parts of proteins controls many cellular functions, in which metal ions are widely utilized as effectors to trigger the allosteric cascade. Due to the involvement of strong coordination interactions, the energy landscape dictating the metal ion binding is intrinsically rugged. How metal ions achieve fast binding by overcoming the landscape ruggedness and thereby efficiently mediate protein allostery is elusive. By performing molecular dynamics simulations for the Ca2+ binding mediated allostery of the calmodulin (CaM) domains, each containing two Ca2+ binding helix-loop-helix motifs (EF-hands), we revealed the key role of water-bridged interactions in Ca2+ binding and protein allostery. The bridging water molecules between Ca2+ and binding residue reduces the ruggedness of ligand exchange landscape by acting as a lubricant, facilitating the Ca2+ coupled protein allostery. Calcium-induced rotation of the helices in the EF-hands, with the hydrophobic core serving as the pivot, leads to exposure of hydrophobic sites for target binding. Intriguingly, despite being structurally similar, the response of the two symmetrically arranged EF-hands upon Ca2+ binding is asymmetric. Breakage of symmetry is needed for efficient allosteric communication between the EF-hands. The key roles that water molecules play in driving allosteric transitions are likely to be general in other metal ion mediated protein allostery. Natural proteins often utilize allostery in executing a variety of functions. Metal ions are typical cofactors to trigger the allosteric cascade. In this work, using the Ca2+ sensor protein calmodulin as the model system, we revealed crucial roles of water-bridged interactions in the metal ion coupled protein allostery. The coordination of the Ca2+ to the binding site involves an intermediate in which the water molecule bridges the Ca2+ and the liganding residue. The bridging water reduces the free energy barrier height of ligand exchange, therefore facilitating the ligand exchange and allosteric coupling by acting as a lubricant. We also showed that the response of the two symmetrically arranged EF-hand motifs of CaM domains upon Ca2+ binding is asymmetric, which is directly attributed to the differing dehydration process of the Ca2+ ions and is needed for efficient allosteric communication.
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Affiliation(s)
- Xingyue Guan
- Department of Physics, National Laboratory of Solid State Microstructure, Nanjing University, Nanjing, China
- Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang, China
| | - Cheng Tan
- Department of Physics, National Laboratory of Solid State Microstructure, Nanjing University, Nanjing, China
| | - Wenfei Li
- Department of Physics, National Laboratory of Solid State Microstructure, Nanjing University, Nanjing, China
- Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang, China
- * E-mail: (WL); (WW); (DT)
| | - Wei Wang
- Department of Physics, National Laboratory of Solid State Microstructure, Nanjing University, Nanjing, China
- * E-mail: (WL); (WW); (DT)
| | - D. Thirumalai
- Department of Chemistry, University of Texas, Texas, United States of America
- * E-mail: (WL); (WW); (DT)
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Tan Q, Ding Y, Qiu Z, Huang J. Binding Energy and Free Energy of Calcium Ion to Calmodulin EF-Hands with the Drude Polarizable Force Field. ACS PHYSICAL CHEMISTRY AU 2021; 2:143-155. [PMID: 36855509 PMCID: PMC9718305 DOI: 10.1021/acsphyschemau.1c00039] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Calcium ions are important messenger molecules in cells, which bind calcium-binding proteins to trigger many biochemical processes. We constructed four model systems, each containing one EF-hand loop of calmodulin with one calcium ion bound, and investigated the binding energy and free energy of Ca2+ by the quantum mechanics symmetry-adapted perturbation theory (SAPT) method and the molecular mechanics with the additive CHARMM36m (C36m) and the polarizable Drude force fields (FFs). Our results show that the explicit introduction of polarizability in the Drude not only yields considerably improved agreement with the binding energy calculated from the SAPT method but is also able to capture each component of the binding energies including electrostatic, induction, exchange, and dispersion terms. However, binding free energies computed with the Drude and the C36m FFs both deviated significantly from the experimental measurements. Detailed analysis indicated that one of main reasons might be that the strong interactions between Ca2+ and the side chain nitrogen of Asn/Gln in the Drude FF caused the distorted coordination geometries of calcium. Our work illustrated the importance of polarization in modeling ion-protein interactions and the difficulty in generating accurate and balanced FF models to represent the polarization effects.
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Affiliation(s)
- Qiaozhu Tan
- College
of Life Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China,Key
Laboratory of Structural Biology of Zhejiang Province, School of Life
Sciences, Westlake University, Hangzhou 310024, Zhejiang, China,Westlake
AI Therapeutics Lab, Westlake Laboratory
of Life Sciences and Biomedicine, Hangzhou 310024, Zhejiang, China
| | - Ye Ding
- College
of Life Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China,Key
Laboratory of Structural Biology of Zhejiang Province, School of Life
Sciences, Westlake University, Hangzhou 310024, Zhejiang, China,Westlake
AI Therapeutics Lab, Westlake Laboratory
of Life Sciences and Biomedicine, Hangzhou 310024, Zhejiang, China
| | - Zongyang Qiu
- Key
Laboratory of Structural Biology of Zhejiang Province, School of Life
Sciences, Westlake University, Hangzhou 310024, Zhejiang, China,Westlake
AI Therapeutics Lab, Westlake Laboratory
of Life Sciences and Biomedicine, Hangzhou 310024, Zhejiang, China,Institute
of Biology, Westlake Institute for Advanced
Study, Hangzhou 310024, Zhejiang, China
| | - Jing Huang
- Key
Laboratory of Structural Biology of Zhejiang Province, School of Life
Sciences, Westlake University, Hangzhou 310024, Zhejiang, China,Westlake
AI Therapeutics Lab, Westlake Laboratory
of Life Sciences and Biomedicine, Hangzhou 310024, Zhejiang, China,Institute
of Biology, Westlake Institute for Advanced
Study, Hangzhou 310024, Zhejiang, China,
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Nde J, Zhang P, Ezerski JC, Lu W, Knapp K, Wolynes PG, Cheung MS. Coarse-Grained Modeling and Molecular Dynamics Simulations of Ca 2+-Calmodulin. Front Mol Biosci 2021; 8:661322. [PMID: 34504868 PMCID: PMC8421859 DOI: 10.3389/fmolb.2021.661322] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 07/21/2021] [Indexed: 12/21/2022] Open
Abstract
Calmodulin (CaM) is a calcium-binding protein that transduces signals to downstream proteins through target binding upon calcium binding in a time-dependent manner. Understanding the target binding process that tunes CaM’s affinity for the calcium ions (Ca2+), or vice versa, may provide insight into how Ca2+-CaM selects its target binding proteins. However, modeling of Ca2+-CaM in molecular simulations is challenging because of the gross structural changes in its central linker regions while the two lobes are relatively rigid due to tight binding of the Ca2+ to the calcium-binding loops where the loop forms a pentagonal bipyramidal coordination geometry with Ca2+. This feature that underlies the reciprocal relation between Ca2+ binding and target binding of CaM, however, has yet to be considered in the structural modeling. Here, we presented a coarse-grained model based on the Associative memory, Water mediated, Structure, and Energy Model (AWSEM) protein force field, to investigate the salient features of CaM. Particularly, we optimized the force field of CaM and that of Ca2+ ions by using its coordination chemistry in the calcium-binding loops to match with experimental observations. We presented a “community model” of CaM that is capable of sampling various conformations of CaM, incorporating various calcium-binding states, and carrying the memory of binding with various targets, which sets the foundation of the reciprocal relation of target binding and Ca2+ binding in future studies.
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Affiliation(s)
- Jules Nde
- Department of Physics, University of Houston, Houston, TX, United States.,Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
| | - Pengzhi Zhang
- Department of Physics, University of Houston, Houston, TX, United States
| | - Jacob C Ezerski
- Department of Physics, University of Houston, Houston, TX, United States
| | - Wei Lu
- Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
| | - Kaitlin Knapp
- Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
| | - Peter G Wolynes
- Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
| | - Margaret S Cheung
- Department of Physics, University of Houston, Houston, TX, United States.,Center for Theoretical Biological Physics, Rice University, Houston, TX, United States
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