Evidence map›Paper›PMID 42801655›Full record

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

Real-Time Monitoring of Mass and Mechanical Properties in Single Cells and Multicellular Spheroids.

Ilaria Incaviglia, Giulia E M Ammirati, Sophie Herzog, Tommy Krug, Nico Strohmeyer, Miguel Camacho Rufino, Matthias P Lutolf, David A Weitz, Daniel J Müller

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. 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

9 authors.

Ilaria IncavigliaDepartment of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland.
Giulia E M AmmiratiDepartment of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland.ORCID https://orcid.org/0009-0008-5956-1052
Sophie HerzogDepartment of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland.
Tommy KrugJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, USA.
Nico StrohmeyerDepartment of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland.ORCID https://orcid.org/0000-0002-5985-9800
Miguel Camacho RufinoInstitute of Human Biology (IHB), Roche Pharma Research and Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, Basel, Basel, Switzerland.ORCID https://orcid.org/0000-0003-0867-5208
Matthias P LutolfInstitute of Human Biology (IHB), Roche Pharma Research and Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, Basel, Basel, Switzerland.
David A WeitzJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, USA.ORCID https://orcid.org/0000-0001-6678-5208
Daniel J MüllerDepartment of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland.ORCID https://orcid.org/0000-0003-3075-0665

Funding

Swiss Innovation Agency 56599.1 IP-LSSwiss National Science Foundation 310030_215690Swiss National Science Foundation 31003A_182587
6 · The paper itself

Abstract

Cell state, growth, and mechanics are tightly connected properties underpinned by fundamental biological processes. Yet methods to quantify them simultaneously under physiologically relevant conditions, at resolutions sufficient to follow (sub)cellular processes, are still lacking. In particular, the correlation between cell state, mass, and mechanical properties during dynamic processes such as growth, differentiation, development, and disease remains poorly understood. Here, we develop experimental and theoretical approaches based on photothermally actuated microcantilevers integrated with optical microscopy to simultaneously monitor the morphology, mass, and quality (Q)-factor of single mammalian cells and larger cellular systems under culture conditions, with millisecond time resolution. We find that the Q-factor, a measure of mechanical energy dissipation, mirrors the mechanical properties of the cell, with the cytoplasm dominating as the largest and softest compartment. Our method reveals how cellular mechanical properties correlate with mass and depend on cell type, state, and growth. Applied to human spheroids, it further monitors how larger cellular systems regulate mechanical properties during development. Together, these measurements quantify mechanobiological parameters that have so far remained inaccessible, opening the way to a more complete characterization of how cellular systems regulate mechanics during fundamental processes of life.

Indexed as

cancercell masscell mechanicscell statehuman fibroblastshuman spheroidsmechanobiologymicrocantilevermouse fibroblastsquality‐factor

Identifiers

PMID42801655
PMCPMC13616342

What OpenQuestion holds

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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.