Evidence map›Paper›PMID 41345267›Full record

ReviewNature protocols2026

Using tunable hydrogel microparticles to measure cellular forces.

Alvja Mali, Youri Peeters, Rick Rodrigues de Mercado, Alexander H Settle, Matthew J Footer, Mangala Srinivas, Julie A Theriot, Daan Vorselen

Abstract readReview
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In one paragraph

Review in Nature protocols, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

8 authors.

Alvja Mali *Department of Cell Biology and Immunology, Wageningen University and Research, Wageningen, the Netherlands.ORCID 0000-0001-8889-2389
Youri Peeters *Department of Cell Biology and Immunology, Wageningen University and Research, Wageningen, the Netherlands.ORCID 0009-0000-4709-0558
Rick Rodrigues de MercadoPhysics of Life Processes, Huygens-Kamerlingh Onnes Laboratory, Leiden University, Leiden, the Netherlands.
Alexander H SettleRegeneron Pharmaceuticals, Tarrytown, NY, USA.
Matthew J FooterDepartment of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA.ORCID 0000-0002-3365-2916
Mangala SrinivasDepartment of Cell Biology and Immunology, Wageningen University and Research, Wageningen, the Netherlands.
Julie A TheriotDepartment of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA.
Daan VorselenDepartment of Cell Biology and Immunology, Wageningen University and Research, Wageningen, the Netherlands. daan.vorselen@wur.nl.ORCID 0000-0002-7800-4023

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Force generation is an integral part of cellular behavior. It plays a crucial role in cell adhesion, migration and division. Mechanical forces are also essential in cell-to-cell interactions, including the widespread interactions involving immune cells. Accurately measuring these forces remains a major challenge, yet it is essential for understanding the mechanobiological mechanisms driving these interactions. Here, we describe a methodology in which deformable and tunable hydrogel microparticles are used to quantify cellular forces. A specific type of acrylamide-based tunable hydrogel microparticles, deformable poly-acrylamide co-acrylic acid microparticles (DAAM-particles), are synthesized in batch using a membrane emulsification approach and conjugated with both biologically active molecules and fluorescent labels through a one-pot functionalization procedure. Cells are then incubated with functionalized DAAM-particles and imaged by confocal microscopy. With a custom image-analysis strategy, local microparticle deformations can be quantified with super-resolution accuracy (<50 nm). Elasticity theory calculations allow for the inference of normal and shear forces, revealing the direction and spatial distribution of cellular forces. The tunability of DAAM-particles enables their adaptation for investigating numerous cellular processes, making them a valuable tool for understanding mechanobiology. The entire protocol takes 2-3 d, requires only basic expertise in mammalian cell culture and fluorescence microscopy and utilizes less specialized equipment and facilities compared with other available techniques. As an example, we demonstrate how this methodology can reveal actin-based force generation during phagocytosis by macrophages.

Indexed as

HydrogelsAcrylic ResinsAnimalsBiomechanical PhenomenaCell AdhesionHumansMiceMicroscopy, ConfocalMicrospheresAcrylic ResinsHydrogels

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.