Evidence map›Paper›PMID 41504127›Full record

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

Single-Cell Morphomechanics of Prostate Cancer-Associated Fibroblasts Identifies Distinct Features Associated with Patient Outcome.

Antje Garside, Angela Jacobi, Shivakumar Keerthikumar, Vaibhav Mahajan, Michelle Richards, Birunthi Niranjan, Linda Teng, Nicholas Choo, Johannes Low Jun Wei, Gail P Risbridger and 2 more

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. 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. Molecular Mechanisms and Immune Regulation in Prostate Cancer: A Review.International journal of molecular sciences · 2026
    Review
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

12 authors.

Antje GarsideCenter for Molecular and Cellular Bioengineering (CMCB), BIOTEC, Dresden University of Technology (TUD), 01307, Dresden, Germany.
Angela JacobiCenter for Molecular and Cellular Bioengineering (CMCB), BIOTEC, Dresden University of Technology (TUD), 01307, Dresden, Germany.
Shivakumar KeerthikumarMelbourne Urological Research Alliance, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, 3800, Australia.
Vaibhav MahajanCenter for Molecular and Cellular Bioengineering (CMCB), BIOTEC, Dresden University of Technology (TUD), 01307, Dresden, Germany.
Michelle RichardsMelbourne Urological Research Alliance, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, 3800, Australia.
Birunthi NiranjanMelbourne Urological Research Alliance, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, 3800, Australia.
Linda TengMelbourne Urological Research Alliance, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, 3800, Australia.
Nicholas ChooMelbourne Urological Research Alliance, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, 3800, Australia.
Johannes Low Jun WeiCenter for Molecular and Cellular Bioengineering (CMCB), BIOTEC, Dresden University of Technology (TUD), 01307, Dresden, Germany.
Gail P RisbridgerMelbourne Urological Research Alliance, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, 3800, Australia.
Mitchell G LawrenceMelbourne Urological Research Alliance, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, 3800, Australia.
Anna V TaubenbergerCenter for Molecular and Cellular Bioengineering (CMCB), BIOTEC, Dresden University of Technology (TUD), 01307, Dresden, Germany.ORCID https://orcid.org/0000-0002-7916-0394

Funding

Australia-Germany Joint Research Co-operation Scheme (Universities Australia and DAAD) 57654961Department of Regional NSWErasmus+German Cancer Aid TA-751/4-1Monash University Faculty of Medicine (Platform Access Grant)Peter and Lyndy White FoundationProstate Cancer Foundation of Australia (Priority Impact Research Award Future Leader PIRA FLECR-0523Rotary Club of ManninghamTissuPath PathologyVictorian Government MCRF18017
6 · The paper itself

Abstract

Tumor development and progression reshape the physical properties of the surrounding tumor microenvironment (TME), including its biomechanical traits. This is driven by a prominent cell type in the TME, cancer-associated fibroblasts (CAFs), which increases tissue stiffness via extracellular matrix deposition and remodeling. Currently, it is unclear whether there are also physical changes to CAFs at the cellular level and, if so, how they relate to patient outcome. Here, it is shown that CAFs have distinct morphological and biomechanical features from normal fibroblasts. Matched, patient-derived CAFs and non-malignant prostate fibroblasts (NPFs) from 35 patients with primary prostate cancer are examined. Morphologically, CAFs have more aligned stress fibers and larger and more elongated nuclei, based on quantitative image analysis of confocal microscopy images. In addition, single-cell mechanical measurements using real-time deformability cytometry showed that CAFs are larger and stiffer than NPFs. These changes are consistent across patients and validated with atomic force microscopy. A combined morphomechanical score encompassing these features is significantly associated with patient outcome. In transcriptomic analyses, the score is correlated with microtubule dynamics and a myofibroblast phenotype. Importantly, it is also demonstrated that morphomechanical features of prostate fibroblasts are modified by approved treatments for prostate cancer, such as docetaxel, and other small molecular inhibitors, particularly those targeting FGFR. In summary, changes in cellular morphomechanical properties are a consistent feature of CAFs and are associated with patient outcome. Moreover, cellular morphomechanical properties can be therapeutically targeted, potentially providing a new strategy for manipulating the TME to control cancer progression.

Indexed as

Cancer-Associated FibroblastsProstatic NeoplasmsTumor MicroenvironmentHumansMaleSingle-Cell Analysiscancer associated fibroblastscell mechanicscytometrymorphomechanicsprostate cancersingle‐cell analysistumor microenvironment

Identifiers

PMID41504127
PMCPMC12955926

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.