IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-58719-0.html
   My bibliography  Save this article

GōMartini 3: From large conformational changes in proteins to environmental bias corrections

Author

Listed:
  • Paulo C. T. Souza

    (46 Allée d’Italie
    46 Allée d’Italie)

  • Luís Borges-Araújo

    (46 Allée d’Italie
    46 Allée d’Italie)

  • Christopher Brasnett

    (Nijenborgh 7)

  • Rodrigo A. Moreira

    (P812)

  • Fabian Grünewald

    (Schloss-Wolfsbrunnenweg 35)

  • Peter Park

    (Nijenborgh 7
    Universidade de São Paulo)

  • Liguo Wang

    (Nijenborgh 7)

  • Hafez Razmazma

    (7 Passage du Vercors
    1919 Route de Mende)

  • Ana C. Borges-Araújo

    (Av. da República)

  • Luis Fernando Cofas-Vargas

    (02-106)

  • Luca Monticelli

    (7 Passage du Vercors)

  • Raúl Mera-Adasme

    (Universidad de Tarapacá)

  • Manuel N. Melo

    (Av. da República)

  • Sangwook Wu

    (PharmCADD
    Pukyong National University)

  • Siewert J. Marrink

    (Nijenborgh 7)

  • Adolfo B. Poma

    (02-106)

  • Sebastian Thallmair

    (Ruth-Moufang-Straße 1)

Abstract

Coarse-grained modeling has become an important tool to supplement experimental measurements, allowing access to spatio-temporal scales beyond all-atom based approaches. The GōMartini model combines structure- and physics-based coarse-grained approaches, balancing computational efficiency and accurate representation of protein dynamics with the capabilities of studying proteins in different biological environments. This paper introduces an enhanced GōMartini model, which combines a virtual-site implementation of Gō models with Martini 3. The implementation has been extensively tested by the community since the release of the reparametrized version of Martini. This work demonstrates the capabilities of the model in diverse case studies, ranging from protein-membrane binding to protein-ligand interactions and AFM force profile calculations. The model is also versatile, as it can address recent inaccuracies reported in the Martini protein model. Lastly, the paper discusses the advantages, limitations, and future perspectives of the Martini 3 protein model and its combination with Gō models.

Suggested Citation

  • Paulo C. T. Souza & Luís Borges-Araújo & Christopher Brasnett & Rodrigo A. Moreira & Fabian Grünewald & Peter Park & Liguo Wang & Hafez Razmazma & Ana C. Borges-Araújo & Luis Fernando Cofas-Vargas & L, 2025. "GōMartini 3: From large conformational changes in proteins to environmental bias corrections," Nature Communications, Nature, vol. 16(1), pages 1-19, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-58719-0
    DOI: 10.1038/s41467-025-58719-0
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-58719-0
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-58719-0?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
    ---><---

    References listed on IDEAS

    as
    1. F. Emil Thomasen & Tórur Skaalum & Ashutosh Kumar & Sriraksha Srinivasan & Stefano Vanni & Kresten Lindorff-Larsen, 2024. "Rescaling protein-protein interactions improves Martini 3 for flexible proteins in solution," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    2. Constantin Schoeler & Klara H. Malinowska & Rafael C. Bernardi & Lukas F. Milles & Markus A. Jobst & Ellis Durner & Wolfgang Ott & Daniel B. Fried & Edward A. Bayer & Klaus Schulten & Hermann E. Gaub , 2014. "Ultrastable cellulosome-adhesion complex tightens under load," Nature Communications, Nature, vol. 5(1), pages 1-8, December.
    3. repec:plo:pcbi00:1006180 is not listed on IDEAS
    4. Melanie Koehler & Ankita Ray & Rodrigo A. Moreira & Blinera Juniku & Adolfo B. Poma & David Alsteens, 2021. "Molecular insights into receptor binding energetics and neutralization of SARS-CoV-2 variants," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Amanda R. Goldberg & Kate E. Langwig & Katherine L. Brown & Jeffrey M. Marano & Pallavi Rai & Kelsie M. King & Amanda K. Sharp & Alessandro Ceci & Christopher D. Kailing & Macy J. Kailing & Russell Br, 2024. "Widespread exposure to SARS-CoV-2 in wildlife communities," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    2. Katerina Linhartova & Francesco Luca Falginella & Martin Matl & Marek Sebesta & Robert Vácha & Richard Stefl, 2024. "Sequence and structural determinants of RNAPII CTD phase-separation and phosphorylation by CDK7," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    3. Rong Zhu & Daniel Canena & Mateusz Sikora & Miriam Klausberger & Hannah Seferovic & Ahmad Reza Mehdipour & Lisa Hain & Elisabeth Laurent & Vanessa Monteil & Gerald Wirnsberger & Ralph Wieneke & Robert, 2022. "Force-tuned avidity of spike variant-ACE2 interactions viewed on the single-molecule level," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    4. Zhaowei Liu & Haipei Liu & Andrés M. Vera & Byeongseon Yang & Philip Tinnefeld & Michael A. Nash, 2024. "Engineering an artificial catch bond using mechanical anisotropy," Nature Communications, Nature, vol. 15(1), pages 1-12, 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:16:y:2025:i:1:d:10.1038_s41467-025-58719-0. 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.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with 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.