IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v12y2021i1d10.1038_s41467-021-23157-1.html
   My bibliography  Save this article

Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics

Author

Listed:
  • Mitsugu Araki

    (Graduate School of Medicine, Kyoto University)

  • Shigeyuki Matsumoto

    (Medical Sciences Innovation Hub Program, RIKEN Cluster for Science, Technology and Innovation Hub)

  • Gert-Jan Bekker

    (Institute for Protein Research, Osaka University)

  • Yuta Isaka

    (Research and Development Group for In Silico Drug Discovery, Center for Cluster Development and Coordination (CCD), Foundation for Biomedical Research and Innovation at Kobe (FBRI))

  • Yukari Sagae

    (Graduate School of Medicine, Kyoto University)

  • Narutoshi Kamiya

    (Graduate School of Simulation Studies, University of Hyogo)

  • Yasushi Okuno

    (Graduate School of Medicine, Kyoto University
    Medical Sciences Innovation Hub Program, RIKEN Cluster for Science, Technology and Innovation Hub)

Abstract

Capturing the dynamic processes of biomolecular systems in atomistic detail remains difficult despite recent experimental advances. Although molecular dynamics (MD) techniques enable atomic-level observations, simulations of “slow” biomolecular processes (with timescales longer than submilliseconds) are challenging because of current computer speed limitations. Therefore, we developed a method to accelerate MD simulations by high-frequency ultrasound perturbation. The binding events between the protein CDK2 and its small-molecule inhibitors were nearly undetectable in 100-ns conventional MD, but the method successfully accelerated their slow binding rates by up to 10–20 times. Hypersound-accelerated MD simulations revealed a variety of microscopic kinetic features of the inhibitors on the protein surface, such as the existence of different binding pathways to the active site. Moreover, the simulations allowed the estimation of the corresponding kinetic parameters and exploring other druggable pockets. This method can thus provide deeper insight into the microscopic interactions controlling biomolecular processes.

Suggested Citation

  • Mitsugu Araki & Shigeyuki Matsumoto & Gert-Jan Bekker & Yuta Isaka & Yukari Sagae & Narutoshi Kamiya & Yasushi Okuno, 2021. "Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-23157-1
    DOI: 10.1038/s41467-021-23157-1
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-021-23157-1
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-021-23157-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhilan Zhang & Ruyin Chu & Wanqing Wei & Wei Song & Chao Ye & Xiulai Chen & Jing Wu & Liming Liu & Cong Gao, 2024. "RETRACTED ARTICLE: Systems engineering of Escherichia coli for high-level glutarate production from glucose," Nature Communications, Nature, vol. 15(1), pages 1-14, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-23157-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.