Evidence map›Paper›PMID 41287895›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Dual-Laser Optical Tweezers for Photothermal Analysis of Hybrid Microgels.

Se-Hyeong Jung, Chi Zhang, Nick Stauffer, Frank Scheffold, Lucio Isa

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. 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. Review
  2. Dual-Laser Optical Tweezers for Photothermal Analysis of Hybrid Microgels.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    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

5 authors.

Se-Hyeong JungDepartment of Materials, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, Zurich, 8093, Switzerland.ORCID https://orcid.org/0000-0003-3519-5664
Chi ZhangDepartment of Physics, Université de Fribourg, Ch. Du. Musée 3, Fribourg, 1700, Switzerland.ORCID https://orcid.org/0000-0001-8660-6908
Nick StaufferDepartment of Materials, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, Zurich, 8093, Switzerland.ORCID https://orcid.org/0009-0009-8180-6076
Frank ScheffoldDepartment of Physics, Université de Fribourg, Ch. Du. Musée 3, Fribourg, 1700, Switzerland.ORCID https://orcid.org/0000-0002-0567-5811
Lucio IsaDepartment of Materials, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, Zurich, 8093, Switzerland.ORCID https://orcid.org/0000-0001-6731-9620

Funding

H2020 European Research Council 101001514Swiss National Science Foundation 10002524Swiss National Science Foundation 188494
6 · The paper itself

Abstract

Soft actuators that respond to external stimuli play a fundamental role in microscale robotics, active matter, and bio-inspired systems. Among these actuators, photo-thermal hybrid microgels (HMGs) containing plasmonic nanoparticles enable rapid, spatially controlled actuation via localized heating. Understanding their dynamic behavior at the single-particle level is crucial for optimizing performance. However, traditional bulk characterization methods such as dynamic light scattering (DLS) provide only ensemble-averaged data, thereby limiting analytical insights. Here, a dual-laser optical tweezers approach is introduced for real-time, single-particle analysis of HMGs under controlled light exposure. Combining direct imaging and mean-squared displacement (MSD) analysis, our method quantifies the precise laser power required for actuation and accurately tracks the particle size. The results are benchmarked against dual-laser DLS, demonstrating comparable precision while offering the unique advantage of single-actuator resolution. Thus, this method provides a robust platform for precise optimization of programmable actuators with applications in soft robotics, microswimmers, and biomedical devices.

Indexed as

gold nanoparticleshybrid microgelsoptical tweezersphoto‐thermal actuation

Identifiers

PMID41287895
PMCPMC12866740

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.