Evidence map›Paper›PMID 41243340›Full record

ArticleBiotechnology and bioengineering2026

Mapping Collective Forces of Lung Cancer Spheroids Using Traction Force Microscopy.

Qing Zhang, Jiaqi Chen, Zhaoxu Zhang, Weili Liu

Abstract read
In one paragraph

Article in Biotechnology and bioengineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Qing ZhangInstitute of New Materials and Advanced Manufacturing, Beijing Academy of Science and Technology, Beijing, China.ORCID 0009-0007-8022-1688
Jiaqi ChenSchool of Biomedicine, Beijing City University, Beijing, China.
Zhaoxu ZhangSchool of Biomedicine, Beijing City University, Beijing, China.
Weili LiuInstitute of New Materials and Advanced Manufacturing, Beijing Academy of Science and Technology, Beijing, China.

Funding

This study was supported by BJAST (Nos.24CE-BGS-02, 25CA007-02, 24CA010-01, 25CB011-02).
6 · The paper itself

Abstract

Epithelial tissues actively deform their surrounding extracellular matrix mechanically. Traction forces represent an intrinsic mechanism by which cells actively sense and adapt to their extracellular environment, which has been increasingly recognized to play a crucial role in cancer progression, metastasis, and treatment failure. However, current traction force research has predominantly concentrated at the single-cell level, overlooking the multicellular spatio-temporal dynamics and collective effects inherent in cancer as an integrated multi-cellular system. Herein, the collective-level traction forces of cancer spheroids were mapped using traction force microscopy. Our results revealed an inherent spatial distribution pattern of cancer spheroid traction force at the spheroid-substrate contact plane, with peaks concentrated along the periphery of the contact interface. Besides, the cancer spheroid traction force was regulated by the spheroid size when the spheroid did not undergo dispersion, which was positively correlated with the spheroid dispersion ability. Moreover, there existed an inherent temporal correlation between the spheroid traction force and dispersion. The onset of cancer spheroid dispersion was accompanied with a marked suppression of the traction force dynamics. Furthermore, the traction force of cancer spheroids was validated to hold potential as a biomechanics-related phenotypic readout for anticancer drug testing.

Indexed as

Lung NeoplasmsMicroscopy, Atomic ForceSpheroids, CellularBiomechanical PhenomenaCell Line, TumorHumanscancer dispersioncancer spheroidscollective forcestraction force

Identifiers

PMID41243340
PMCPMC12779252

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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.