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Integrating comparative modeling and accelerated simulations reveals conformational and energetic basis of actomyosin force generation
Open accessPreprint — published as 10.1073/pnas.2215836120 · Paper page
Abstract
Muscle contraction is performed by arrays of contractile proteins in the sarcomere. Serious heart diseases, such as cardiomyopathy, can often be results of mutations in myosin and actin. Direct characterization of how small changes in the myosin-actin complex impact its force production remains challenging. Molecular dynamics (MD) simulations, although capable of studying protein structurefunction relationships, are limited owing to the slow timescale of the myosin cycle as well as a lack of various intermediate structures for the actomyosin complex. Here, employing comparative modeling and enhanced sampling MD simulations, we show how the human cardiac myosin generates force during the mechanochemical cycle. Initial conformational ensembles for different myosin-actin states are learned from multiple structural templates with Rosetta. This enables us to efficiently sample the energy landscape of the system using Gaussian accelerated MD. Key myosin loop residues, whose substitutions are related to cardiomyopathy, are identified to form stable or metastable interactions with the actin surface. We find that the actin-binding cleft closure is allosterically coupled to the myosin core transitions and ATP-hydrolysis product release from the active site. Furthermore, a gate between switch I and switch II is suggested to control phosphate release at the pre-powerstroke state. Our approach demonstrates the ability to link sequence and structural information to motor functions. Significance Statement: Interactions between myosin and actin are essential in producing various cellular forces. Targeting cardiac myosin, several small molecules have been developed to treat cardiomyopathy. A clear mechanistic picture for the allosteric control in the actomyosin complex can potentially facilitate drug design by uncovering functionally important intermediate states. Here, integrating Rosetta comparative modeling and accelerated molecular dynamics, we reveal how ATP-hydrolysis product release correlates with powerstroke and myosin tight binding to actin. The predicted metastable states and corresponding energetics complement available experimental data and provide insights into the timing of elementary mechanochemical events. Our method establishes a framework to characterize at an atomistic level how a molecular motor translocates along a filament.
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Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764
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Research works printed but not linked: 51
- 10.1111/tra.12388 · DOI
- HL Sweeney , E. Holzbaur , Motor proteins. Cold Spring Harb. Perspectives Biol. 10 (2018). · DOI
- 2010, Structural and functional insights into the myosin motor mechanism, ARBP, 39, 539
- 10.1002/bip.22853 · DOI
- 10.1016/j.bpj.2016.05.021 · DOI
- MH Doran , W Lehman , The central role of the f-actin surface in myosin force generation. Biology 10 (2021). · DOI
- 1999, The structure and function of the cardiac myocyte: A review of fundamental concepts, The J. Thorac. Cardiovasc. Surg, 118, 375, 10.1016/S0022-5223(99)70233-3 · DOI
- 10.1016/j.tibs.2016.09.006 · DOI
- R Yotti , CE Seidman , JG Seidman , Advances in the Genetic Basis and Pathogenesis of Sarcomere Cardiomyopathies. Annu. Rev. Genomics Hum. Genet. 20, annurev–genom–083118–015306 (2019). · DOI · Paper page
- 2016, Early-Onset Hypertrophic Cardiomyopathy Mutations Significantly Increase the Velocity, Force, and Actin-Activated ATPase Activity of Human x3b2;-Cardiac Myosin, Cell Reports, 17, 2857, 10.1016/j.celrep.2016.11.040 · DOI
- 10.1074/jbc.RA118.001938 · DOI
- 10.1038/s41467-018-06191-4 · DOI
- 10.1126/sciadv.aax0069 · DOI
- 10.1126/science.1200113 · DOI
- 10.1126/science.aad3456 · DOI
- 2016, Translation of cardiac myosin activation with 2-deoxy-atp to treat heart failure via an experimental ribonucleotide reductase-based gene therapy, JACC: Basic to Transl. Sci, 1, 666
- 2019, Three perspectives on the molecular basis of hypercontractility caused by hyper-trophic cardiomyopathy mutations, Pflügers Arch. - Eur. J. Physiol, 471, 701, 10.1007/s00424-019-02259-2 · DOI
- 10.1021/acs.chemrev.9b00264 · DOI
- 10.1038/nature18295 · DOI
- 10.1038/ncomms13969 · DOI
- 10.1016/j.bpj.2020.07.006 · DOI
- 10.1016/j.str.2020.09.013 · DOI
- 10.1073/pnas.1517566112 · DOI
- 2019, Single molecule mechanics resolves the earliest events in force generation by cardiac myosin, eLife, 8, e49266, 10.7554/eLife.49266 · DOI
- R Evans , et al., Protein complex prediction with alphafold-multimer. bioRxiv (2022). · DOI · Paper page
- M Edich , DC Briggs , O Kippes , Y Gao , A Thorn , The impact of alphafold2 on experimental structure solution. Faraday Discuss. pp. – (2022). · DOI
- 2022, Current structure predictors are not learning the physics of protein folding, Bioinformatics, 38, 1881, 10.1093/bioinformatics/btab881 · DOI · Paper page
- 10.1073/pnas.0909636107 · DOI
- 10.1021/ja512605w · DOI
- 10.1073/pnas.1707645114 · DOI
- 10.1021/acs.jctc.5b00436 · DOI
- 10.1016/j.str.2013.08.005 · DOI
- 2013, Iterative Molecular Dynamics?Rosetta Protein Structure Refinement Protocol to Improve Model Quality, J. Chem. Theory Comput, 9, 3843, 10.1021/ct400260c · DOI
- 2017, Reassessment of Mendelian gene pathogenicity using 7,855 cardiomyopathy cases and 60,706 reference samples, Genet. Medicine, 19, 192, 10.1038/gim.2016.90 · DOI
- 2011, Novel correlations between the genotype and the phenotype of hyper-trophic and dilated cardiomyopathy: results from the german competence network heart failure, Eur. J. Hear. Fail, 13, 1185, 10.1093/eurjhf/hfr074 · DOI
- 10.1038/s41467-017-00176-5 · DOI
- 2003, A structural model for actininduced nucleotide release in myosin, Nat. Struct. & Mol. Biol, 10, 826, 10.1038/nsb987 · DOI
- 10.1016/j.devcel.2015.03.025 · DOI
- 10.1073/pnas.1718316115 · DOI
- 2020, Conformational distributions of isolated myosin motor domains encode their mechanochemical properties, eLife, 9, e55132, 10.7554/eLife.55132 · DOI · Paper page
- 10.1111/j.1752-8062.2008.00017.x · DOI
- 10.1073/pnas.95.12.6653 · DOI
- 10.1006/jmbi.1999.2921 · DOI
- 10.1074/jbc.RA120.015632 · DOI
- 2021, Myosin’s powerstroke occurs prior to the release of phosphate from the active site, Cytoskeleton, 78, 185, 10.1002/cm.21682 · DOI
- 10.1021/bi5015166 · DOI
- 10.1038/s41467-022-32110-9 · DOI
- 2021, Modulation of post-powerstroke dynamics in myosin ii by 2’-deoxy-adp, Arch. Biochem. Biophys, 699, 108733, 10.1016/j.abb.2020.108733 · DOI
- 10.1073/pnas.1905028116 · DOI
- 10.1038/s41592-020-0848-2 · DOI · Paper page
- University of California, San Diego, San Diego Supercomputer Center: Triton Shared Computing Cluster., (2022) Service. DOI: https://doi.org/10.57873/T34W2R. · DOI
Metadata
- Authors
- Ma, W., You, S., Regnier, M., & McCammon, J. A.
- Affiliations
- University of California San Diego (US)
- Johns Hopkins University (US)
- University of Washington (US)
- Corresponding author
- Ma, Wen
- McCammon, J. Andrew
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- openRxiv
- Published
- 2022-09-23
- Volume
- 120
- Issue
- 9
- Pages
- e2215836120-e2215836120
- ISSN
- 0027-8424 (ISSN-L)
- PMC
- PMC9992861
- OpenAlex
- W4321440612
- Cited by
- 12
- References
- 1
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 8
- FWCI
- 1.07
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- Funders
- National Institutes of Health
- University of California, San Diego
- National Heart, Lung, and Blood Institute (R01HL128368)
- National Institute of General Medical Sciences (R01GM031749)
- National Institute of Arthritis and Musculoskeletal and Skin Diseases (P30AR074990)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiomyopathy and Myosin Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Muscle Physiology and Disorders
- Keywords
- actomyosin, cardiac myosin, muscle contraction, cardiomyopathy, mechanochemical cycle, force generation, conformational ensembles, homology modeling, Gaussian accelerated molecular dynamics, enhanced sampling, allosteric communication, phosphate release, ATP hydrolysis, Rosetta
- MeSH terms
- Actins, Actomyosin, Adenosine Triphosphate, Humans, Actin Cytoskeleton, Myosins, Protein Conformation
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