Evidence map›Paper›PMID 40778575›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2025

High-Throughput Mechanical Characterization of Single Microgel Particles by Fluidic Force Microscopy.

Agnes Specht, Steffen Trippmacher, Nadine Raßmann, Tamino Rößler, Katinka Theis, Krystyna Albrecht, Nicolas Helfricht, Jürgen Groll, Georg Papastavrou

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2025. 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. 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

9 authors.

Agnes SpechtDepartment of Physical Chemistry II, University of Bayreuth, Universitätsstraße 30, 95447, Bayreuth, Germany.
Steffen TrippmacherDepartment of Physical Chemistry II, University of Bayreuth, Universitätsstraße 30, 95447, Bayreuth, Germany.ORCID https://orcid.org/0009-0004-3034-5939
Nadine RaßmannDepartment of Physical Chemistry II, University of Bayreuth, Universitätsstraße 30, 95447, Bayreuth, Germany.ORCID https://orcid.org/0000-0002-8924-4444
Tamino RößlerDepartment of Physical Chemistry II, University of Bayreuth, Universitätsstraße 30, 95447, Bayreuth, Germany.
Katinka TheisDepartment for Functional Medicine and Dentistry, University of Würzburg, Pleicherwall 2, 97070, Würzburg, Germany.ORCID https://orcid.org/0009-0001-7921-6028
Krystyna AlbrechtDepartment for Functional Medicine and Dentistry, University of Würzburg, Pleicherwall 2, 97070, Würzburg, Germany.
Nicolas HelfrichtDepartment of Physical Chemistry II, University of Bayreuth, Universitätsstraße 30, 95447, Bayreuth, Germany.
Jürgen GrollDepartment for Functional Medicine and Dentistry, University of Würzburg, Pleicherwall 2, 97070, Würzburg, Germany.ORCID https://orcid.org/0000-0003-3167-8466
Georg PapastavrouDepartment of Physical Chemistry II, University of Bayreuth, Universitätsstraße 30, 95447, Bayreuth, Germany.ORCID https://orcid.org/0000-0002-5870-6693

Funding

Deutsche Forschungsgemeinschaft 326998133-TRR225Verband der Chemischen Industrie
6 · The paper itself

Abstract

The mechanical characterization of soft particulate materials by nanoindentation based on atomic force microscopy (AFM) is a well-established technique in materials science. However, this technique is very time-consuming for micrometer-sized particles as the indenter has to be centered on the particle apex. As microgels have a broad distribution of Young's moduli, it is important to measure many particles to achieve statistically reliable data. Here, a new approach to nanoindentation is presented where the roles of the sample and the indenter are reversed. The technique is based on fluidic force microscopy (FluidFM): The microgel particle is aspirated to the aperture of a cantilever with an internal channel connected to a microfluidic controller, and the microgel particle is subsequently ramped onto a flat substrate. The experimental validation is carried out with two different types of microgels: ene-functionalized polyoxazoline crosslinked with thiol-functionalized hyaluronic acid (POx-HASH) and polyacrylamide (PAAm). It is demonstrated that in combination with the simplified double contact model, the "inverted" nanoindentation can determine Young's moduli of microgel particles about 5-10 times faster. Moreover, the here-presented technique allows for performing indentation measurements on different substrates. Thereby, it becomes possible to elucidate the role of adhesion in the nanoindentation process.

Indexed as

atomic force microscopyfluidic force microscopymechanics of soft mattermicrogelsnanoindentation

Identifiers

PMID40778575
PMCPMC12462606

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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.