Evidence map›Paper›PMID 42627903›Full record

ArticleScience advances2026

Brush-mediated angular constraints reshape structure, rigidity, and percolation in colloidal depletion gels.

Ziye Zhuang, Robert A Campbell, Paniz Haghighi, Safa Jamali, Ali Mohraz

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Ziye ZhuangDepartment of Chemical and Biomolecular Engineering, University of California, Irvine, Irvine, CA, USA.ORCID 0009-0005-7039-2120
Robert A CampbellDepartment of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, USA.ORCID 0000-0002-5561-8671
Paniz HaghighiDepartment of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, USA.ORCID 0000-0003-0316-6172
Safa JamaliDepartment of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, USA.ORCID 0000-0001-6031-3779
Ali MohrazDepartment of Chemical and Biomolecular Engineering, University of California, Irvine, Irvine, CA, USA.ORCID 0000-0002-5178-9166

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Colloidal gels, like many other soft and disordered solids derive their mechanical properties not only from the strength of interparticle attraction but also from the symmetry of the forces that constrain particle motion. Although noncentral interactions are known to profoundly alter rigidity and elasticity, they are typically introduced through particle anisotropy, surface roughness, or patchy interactions, obscuring their independent role. Here, we demonstrate a minimal and geometry-preserving route to emergent noncentral forces in colloidal gels by reducing the density of surface-grafted polymer brushes. At low brush density, partial brush interpenetration introduces an effective angular bending rigidity at particle contacts, despite fully isotropic particle geometry. This emergent constraint suppresses local densification, stabilizes low-coordination networks, and produces highly ramified gel structures with enhanced elasticity. Combining experiments, simulations, and mean-field theory, we show that these noncentral constraints reorganize structure and mechanics across length scales, shifting gelation boundaries and increasing the elastic modulus by nearly a factor of 3. Our results establish surface brush density as a generic control parameter for programming interaction symmetry in soft particulate matter, with implications for rigidity, percolation, and mechanical design in disordered systems.

Identifiers

PMID42627903
PMCPMC13496172

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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.