Evidence map›Paper›PMID 41768613›Full record

ArticleMacromolecules2025

Stability and Anomalous Aggregation in Suspensions of Polymer-Grafted Nanoparticles.

Masoud Abdi, David Amirsadri, Irene Andreu, Ryan Poling-Skutvik

Abstract read
In one paragraph

Article in Macromolecules, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Masoud AbdiDepartment of Chemical, Biomolecular, and Materials Engineering, University of Rhode Island, Kingston, Rhode Island 02881, United States.
David AmirsadriDepartment of Chemical, Biomolecular, and Materials Engineering, University of Rhode Island, Kingston, Rhode Island 02881, United States.
Irene AndreuDepartment of Chemical, Biomolecular, and Materials Engineering, University of Rhode Island, Kingston, Rhode Island 02881, United States.ORCID https://orcid.org/0000-0001-7689-2269
Ryan Poling-SkutvikDepartment of Chemical, Biomolecular, and Materials Engineering, University of Rhode Island, Kingston, Rhode Island 02881, United States.ORCID https://orcid.org/0000-0002-1614-1647

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Polymer-grafted nanoparticles (PGNPs) are a class of hybrid materials with properties intermediate between those of polymer and colloidal systems. Here, we assess how polymer conformation and solvent interactions govern structural stability, phase transitions, and aggregation kinetics in suspensions of gold nanoparticles (AuNPs) grafted with polystyrene of varying molecular weights. When suspended in cyclohexane, the PGNPs exhibit a two-step transition as a function of temperature in which the polymer corona contraction precedes aggregation below the upper critical solution temperature. Time-dependent dynamic light scattering measurements reveal that this aggregation follows a diffusion-limited aggregation process in which the hydrodynamic size increases with time according to a power law with an exponent α ≈ 1/3. This exponent is significantly lower than that observed for colloidal systems. We attribute this discrepancy to a combination of long-range interactions and the viscoelasticity of the grafted layer facilitating rearrangements within the aggregate. Our findings provide quantitative measurements of PGNP phase behavior by quantifying the rate of aggregation, combining polymer thermodynamics and colloidal physics.

Identifiers

PMID41768613
PMCPMC12659434

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Registered trials

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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.