Evidence map›Paper›PMID 41677017›Full record

ArticleACS nano2026

High Resolution Imaging of Nonequilibrium Colloidal Self-Assembly via Photofixation.

Jagannath Satpathy, Jim Jui-Kai Chen, Gang Wen, Hiroshi Masuhara, Sudipta Seth, Volker Leen, Susana Rocha, Johan Hofkens, Boris Louis, Roger Bresolí-Obach

Abstract read
In one paragraph

Article in ACS nano, 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

10 authors.

Jagannath SatpathyLaboratory for Photochemistry and Spectroscopy, Division for Molecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven 3001, Belgium.
Jim Jui-Kai ChenLaboratory for Photochemistry and Spectroscopy, Division for Molecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven 3001, Belgium.ORCID 0000-0003-4685-7918
Gang WenLaboratory for Photochemistry and Spectroscopy, Division for Molecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven 3001, Belgium.ORCID 0000-0002-0121-1665
Hiroshi MasuharaDepartment of Applied Chemistry and Center for Emergent Functional Matter Science, National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan.
Sudipta SethLaboratory for Photochemistry and Spectroscopy, Division for Molecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven 3001, Belgium.ORCID 0000-0002-8666-4080
Volker LeenChrometra Scientific B.V., Merelnest 3, 3470 Kortenaken, Belgium.
Susana RochaLaboratory for Photochemistry and Spectroscopy, Division for Molecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven 3001, Belgium.ORCID 0000-0003-1258-9396
Johan HofkensLaboratory for Photochemistry and Spectroscopy, Division for Molecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven 3001, Belgium.ORCID 0000-0002-9101-0567
Boris LouisLaboratory for Photochemistry and Spectroscopy, Division for Molecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven 3001, Belgium.ORCID 0000-0003-2882-6907
Roger Bresolí-ObachLaboratory for Photochemistry and Spectroscopy, Division for Molecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven 3001, Belgium.ORCID 0000-0002-7819-7750

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The self-organization of colloidal nanoparticles into complex structures, both in equilibrium and out-of-equilibrium, is a growing area in colloidal science with potential for creating functional materials. While equilibrium assemblies form stable and periodic structures, out-of-equilibrium (or active) assemblies exhibit dynamic, reconfigurable behavior under external stimuli. Therefore, understanding the structure-function relationships in these assemblies remains challenging due to their transient nature and limitations of current characterization methods. In this work, we present a methodology termed Fixation and Resolving of Colloidal Active Matter Ensembles (FRAME). FRAME combines UV photopolymerization to fix nonequilibrium colloidal assemblies with high-resolution imaging techniques, including 3D confocal microscopy, SEM and 3D STED super-resolution imaging, for subsequent structural characterization. We applied this method to Optical Matter (OM) structures formed within an optical trap at the glass/water interface. Using FRAME, we conducted a detailed analysis of OM structures composed of colloidal nanoparticles ranging from 200 nm to 1 μm. We demonstrate the robustness of this method by validating that the fixation process does not alter structural properties, allowing for accurate structural analysis. FRAME offers a distinct approach for investigating nonequilibrium colloidal assemblies, enabling the way for their rational design and application across a broad range of colloidal systems.

Indexed as

3D imagingcolloidal self-assemblyoptical matteroptical trappingphotopolymerizationscanning electron microscopy (SEM)STED microscopy

Identifiers

PMID41677017
PMCPMC12947731

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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.