Evidence map›Paper›PMID 39533485›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2025

Capturing Dynamic Assembly of Nanoscale Proteins During Network Formation.

Matt D G Hughes, Kalila R Cook, Sophie Cussons, Ahmad Boroumand, Arwen I I Tyler, David Head, David J Brockwell, Lorna Dougan

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Capturing Dynamic Assembly of Nanoscale Proteins During Network Formation.Small (Weinheim an der Bergstrasse, Germany) · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Matt D G HughesSchool of Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, LS2 9JT, UK.
Kalila R CookSchool of Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, LS2 9JT, UK.
Sophie CussonsAstbury Centre for Structural Molecular Biology, University of Leeds, Leeds, LS2 9JT, UK.
Ahmad BoroumandSchool of Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, LS2 9JT, UK.
Arwen I I TylerSchool of Food Science and Nutrition, Faculty of Environment, University of Leeds, Leeds, LS2 9JT, UK.
David HeadSchool of Computer Science, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, LS2 9JT, UK.
David J BrockwellAstbury Centre for Structural Molecular Biology, University of Leeds, Leeds, LS2 9JT, UK.
Lorna DouganSchool of Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, LS2 9JT, UK.ORCID 0000-0002-2620-5827

Funding

EPSRC EP/X023524/1European Research Council EP/X023524/1
6 · The paper itself

Abstract

The structural evolution of hierarchical structures of nanoscale biomolecules is crucial for the construction of functional networks in vivo and in vitro. Despite the ubiquity of these networks, the physical mechanisms behind their formation and self-assembly remains poorly understood. Here, this study uses photochemically cross-linked folded protein hydrogels as a model biopolymer network system, with a combined time-resolved rheology and small-angle x-ray scattering (SAXS) approach to probe both the load-bearing structures and network architectures respectively thereby providing a cross-length scale understanding of the network formation. Combining SAXS, rheology, and kinetic modeling, a dual formation mechanism consisting of a primary formation phase is proposed, where monomeric folded proteins create the preliminary protein network scaffold; and a subsequent secondary formation phase, where both additional intra-network cross-links form and larger oligomers diffuse to join the preliminary network, leading to a denser more mechanically robust structure. Identifying this as the origin of the structural and mechanical properties of protein networks creates future opportunities to understand hierarchical biomechanics in vivo and develop functional, designed-for-purpose, biomaterials.

Indexed as

HydrogelsProteinsScattering, Small AngleKineticsRheologyX-Ray DiffractionHydrogelsProteinsbiomaterialsbiomimetic and bioinspired materialshierarchical biomechanicsnetwork formation

Identifiers

PMID39533485
PMCPMC11707584

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.