Evidence map›Paper›PMID 42863073›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Cell identity competes with surface tension to determine stromal organization in tumor spheroids beyond the CAF shell paradigm.

Claire Wilhelm

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 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

1 author.

Claire WilhelmPhysics of Cells and Cancer, CNRS UMR168, Institut Curie, Sorbonne Université, PSL Research University, Paris 75005, France.ORCID 0000-0001-7024-9627

Funding

EC | H2020 | PRIORITY 'Excellent science' | H2020 European Research Council (ERC) ERC-2019-CoG 865629
6 · The paper itself

Abstract

Cancer-associated fibroblasts (CAFs) are often found forming a peripheral stromal barrier around tumors. Here, this paradigm is challenged using microfabricated 3D cancer-CAF spheroid models combined with quantitative magnetic force tensiometry. A surface tension atlas is established for eight cancer cell lines, three CAF populations, and heterotypic tumor-CAF assemblies, spanning nearly two orders of magnitude. Surface tension is first shown to govern spheroid morphology and modulate drug response. Besides, CAFs consistently occupy the highest end of the surface tension hierarchy, predicting core rather than peripheral localization and directly challenging the shell paradigm. Yet confocal imaging reveals not only central accumulation but also complete CAF-tumor mixing, including in spheroids where cancer cells exhibit surface tensions nearly two orders of magnitude lower than CAFs. Surface tension alone therefore fails to predict CAF organization. Instead, the epithelial-to-mesenchymal transition (EMT) state of cancer cells emerges as a major determinant: epithelial-like tumors promote CAF core accumulation, whereas mesenchymal-like states favor persistent mixing. Peripheral CAF localization emerges only under restricted conditions combining high tumor cohesion and sequential stromal recruitment. Together, these results identify surface tension, EMT state, and assembly chronology as joint determinants of tumor-stroma architecture, revealing a context-dependent organization landscape rather than a universal CAF shell.

Indexed as

Cancer-Associated FibroblastsSpheroids, CellularCell Line, TumorEpithelial-Mesenchymal TransitionHumansStromal CellsSurface TensionTumor Microenvironmentcancer-associated fibroblastscancer spheroidsepithelial-mesenchymal transitionmagnetic force tensiometrysurface tension

Identifiers

PMID42863073
PMCPMC13684131

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.