IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-60150-4.html
   My bibliography  Save this article

Non-trivial stimuli-responsive collective behaviours emerging from microscopic dynamic complexity in supramolecular polymer systems

Author

Listed:
  • Martina Crippa

    (Politecnico di Torino)

  • Claudio Perego

    (University of Applied Sciences and Arts of Southern Switzerland, Polo Universitario Lugano, Campus Est)

  • Giovanni M. Pavan

    (Politecnico di Torino
    University of Applied Sciences and Arts of Southern Switzerland, Polo Universitario Lugano, Campus Est)

Abstract

Supramolecular polymers are composed of monomers that self-assemble non-covalently generating distributions of fibres in continuous exchange-and-communication with each other and the surroundings. Intriguing collective properties may emerge in such molecular-scale complex systems, following mechanisms often difficult to ascertain. Here we show how non-trivial collective behaviours may emerge in dynamical supramolecular polymer systems already at low-complexity levels. We combine minimalistic models, simulations, and advanced statistical analyses investigating how cooperative and non-cooperative supramolecular polymer systems respond to a specific stimulus: i.e., the addition of molecular sequestrators perturbing their equilibrium. Our data show how, while in a non-cooperative system all assemblies populating the system suffer uniformly the perturbation, in a cooperative system the larger/stronger assemblies survive at the expense of the smaller/weaker entities. Collective behaviours typical of larger-scale and more complex (social, economic, etc.) systems may thus emerge even in relatively simple self-assembling systems from the internal (microscopic) dynamic heterogeneity of their ensembles.

Suggested Citation

  • Martina Crippa & Claudio Perego & Giovanni M. Pavan, 2025. "Non-trivial stimuli-responsive collective behaviours emerging from microscopic dynamic complexity in supramolecular polymer systems," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-60150-4
    DOI: 10.1038/s41467-025-60150-4
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-60150-4
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-60150-4?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. Elisabeth Weyandt & Luigi Leanza & Riccardo Capelli & Giovanni M. Pavan & Ghislaine Vantomme & E. W. Meijer, 2022. "Controlling the length of porphyrin supramolecular polymers via coupled equilibria and dilution-induced supramolecular polymerization," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    2. Albert J. Markvoort & Huub M.M. ten Eikelder & Peter A.J. Hilbers & Tom F.A. de Greef & E.W. Meijer, 2011. "Theoretical models of nonlinear effects in two-component cooperative supramolecular copolymerizations," Nature Communications, Nature, vol. 2(1), pages 1-9, September.
    3. Martina Crippa & Claudio Perego & Anna L. Marco & Giovanni M. Pavan, 2022. "Molecular communications in complex systems of dynamic supramolecular polymers," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    4. Davide Bochicchio & Matteo Salvalaglio & Giovanni M. Pavan, 2017. "Into the Dynamics of a Supramolecular Polymer at Submolecular Resolution," Nature Communications, Nature, vol. 8(1), pages 1-11, 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. Martina Crippa & Claudio Perego & Anna L. Marco & Giovanni M. Pavan, 2022. "Molecular communications in complex systems of dynamic supramolecular polymers," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    2. Ty Christoff-Tempesta & Yukio Cho & Samuel J. Kaser & Linnaea D. Uliassi & Xiaobing Zuo & Shayna L. Hilburg & Lilo D. Pozzo & Julia H. Ortony, 2024. "Interfacial dynamics mediate surface binding events on supramolecular nanostructures," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
    3. Song-Meng Wang & Yan-Fang Wang & Liping Huang & Li-Shuo Zheng & Hao Nian & Yu-Tao Zheng & Huan Yao & Wei Jiang & Xiaoping Wang & Liu-Pan Yang, 2023. "Chiral recognition of neutral guests by chiral naphthotubes with a bis-thiourea endo-functionalized cavity," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    4. Shuxu Wang & Louis Kang & Péter Salamon & Xiang Wang & Noriyuki Uchida & Fumito Araoka & Takuzo Aida & Zvonimir Dogic & Yasuhiro Ishida, 2024. "Stimuli-responsive self-regulating assembly of chiral colloids for robust size and shape control," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    5. Zhao Gao & Xuxu Xie & Juan Zhang & Wei Yuan & Hongxia Yan & Wei Tian, 2024. "A coopetition-driven strategy of parallel/perpendicular aromatic stacking enabling metastable supramolecular polymerization," Nature Communications, Nature, vol. 15(1), pages 1-13, 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_s41467-025-60150-4. 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.