Evidence map›Paper›PMID 41767822›Full record

ArticleMacromolecules2025

Capturing Structure and Morphology in Responsive Microgels: From Intrinsic Free Energy to Collective Behavior.

Arturo Moncho-Jordá, Alejandro Cuetos, Miguel A Fernandez-Rodriguez, Joachim Dzubiella, Alessandro Patti

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. 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.

Arturo Moncho-JordáDepartment of Applied Physics, Universidad de Granada, Campus Fuentenueva S/N, 18071 Granada, Spain.ORCID https://orcid.org/0000-0002-2001-2987
Alejandro CuetosCenter for Nanoscience and Sustainable Technologies (CNATS), and Department of Physical, Chemical and Natural Systems, Universidad Pablo de Olavide, 41013 Sevilla, Spain.ORCID https://orcid.org/0000-0003-2170-0535
Miguel A Fernandez-RodriguezDepartment of Applied Physics, Universidad de Granada, Campus Fuentenueva S/N, 18071 Granada, Spain.ORCID https://orcid.org/0000-0002-9540-1979
Joachim DzubiellaPhysikalisches Institut, Albert-Ludwigs-Universität Freiburg, Hermann-Herder Straße 3, D-79104 Freiburg, Germany.ORCID https://orcid.org/0000-0001-6751-1487
Alessandro PattiDepartment of Applied Physics, Universidad de Granada, Campus Fuentenueva S/N, 18071 Granada, Spain.ORCID https://orcid.org/0000-0002-7535-0000

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We develop a coarse-grained theoretical and computational framework based on responsive effective pair potentials to describe the compression behavior of core-shell microgels in a good solvent. Our approach accounts for the intrinsic morphological heterogeneity of the particles by decomposing the total free energy into core and shell contributions, each governed by a Flory-Rehner-type model with distinct mechanical properties. Mechanical equilibrium between both regions is imposed to capture the swelling behavior self-consistently. Interparticle interactions are modeled using a four-component, size-dependent multi-Hertzian pair potential that incorporates the differential mechanical response and compressibility of the core and shell. The model parameters are determined by fitting to dynamic light scattering measurements of PNIPAM microgels across a range of temperatures spanning the lower critical solution temperature, thus, capturing the thermoresponsive swelling behavior. The model also provides variation of the core size upon thermal or mechanical collapse of the microgels. Monte Carlo simulations are then performed to investigate the collective properties of concentrated suspensions, including size distribution, effective packing fraction, structural organization, and phase behavior as a function of compression. Our results demonstrate that both the intrinsic particle softness and responsiveness, as well as their heterogeneous internal structure, play a crucial role in determining the microstructure and thermodynamic state of dense microgel systems.

Identifiers

PMID41767822
PMCPMC12530057

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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.