Evidence map›Paper›PMID 42520143›Full record

ArticleChembiochem : a European journal of chemical biology2026

Label-Free Monitoring of Cancer-Associated Fibroblast Activation Using NAD(P)H Fluorescence Lifetime Imaging.

Nina Anseeuw, Carmen Escalona-Noguero, Giel Vankevelaer, Samet Aytekin, Olivier De Wever, Ilaria Elia, Susana Rocha, Guillermo Solís-Fernández

Abstract read
In one paragraph

Article in Chembiochem : a European journal of chemical biology, 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

8 authors.

Nina AnseeuwMolecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven, Belgium.ORCID https://orcid.org/0009-0002-4073-2313
Carmen Escalona-NogueroLaboratory of Metabolic Regulation of Cell Function, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium.ORCID https://orcid.org/0000-0003-4365-0911
Giel VankevelaerMolecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven, Belgium.ORCID https://orcid.org/0009-0002-6718-2235
Samet AytekinMolecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven, Belgium.ORCID https://orcid.org/0000-0002-9369-9716
Olivier De WeverLaboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.ORCID https://orcid.org/0000-0002-5453-760X
Ilaria EliaLaboratory of Metabolic Regulation of Cell Function, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium.ORCID https://orcid.org/0000-0003-0922-9429
Susana RochaMolecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven, Belgium.ORCID https://orcid.org/0000-0003-1258-9396
Guillermo Solís-FernándezMolecular Imaging and Photonics, Department of Chemistry, KU Leuven, Leuven, Belgium.ORCID https://orcid.org/0000-0002-4785-0040

Funding

Fonds Wetenschappelijk Onderzoek 12AML24NFonds Wetenschappelijk Onderzoek 1S95125NFonds Wetenschappelijk Onderzoek G0C2422NKU Leuven C14/22/085KU Leuven IDN/20/021Stichting Tegen Kanker 2024-151
6 · The paper itself

Abstract

Cancer-associated fibroblasts (CAFs) are key regulators of tumor progression, yet their activation state is commonly assessed using static, endpoint assays that do not allow dynamic analysis in living cells. Although CAF activation is accompanied by pronounced metabolic remodeling, label-free approaches that exploit these changes for real-time monitoring remain limited. Here, we demonstrate that NAD(P)H fluorescence lifetime imaging microscopy (FLIM) can be used to monitor activation-associated metabolic remodeling. CAFs activated with transforming growth factor beta (TGF-β) exhibit a reproducible shift toward longer NAD(P)H fluorescence lifetimes compared to non-activated cells, consistent with changes in the relative contributions of free and protein-bound NAD(P)H. By combining live-cell FLIM with α-smooth muscle actin staining in the same cells, we directly link metabolic signatures to cellular activation state. We further demonstrate the potential of this approach to dynamically monitor CAF activation in live, migrating cells. Together, these results establish NAD(P)H fluorescence lifetime imaging as a label-free metabolic approach for monitoring CAF activation dynamics, complementing conventional marker-based methods and enabling continuous monitoring of tumor-stroma interactions.

Indexed as

Cancer-Associated FibroblastsNADNADPOptical ImagingAnimalsCell Line, TumorHumansMicroscopy, FluorescenceTransforming Growth Factor betaNADNADPTransforming Growth Factor betaCancer‐Associated FibroblastsCellular metabolismFluorescence‐Lifetime Imaging MicroscopyLabel free biosensingMetabolic imagingNADH fluorescenceTGF‐β signalling

Identifiers

PMID42520143
PMCPMC13412064

What Socratic 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 Socratic graph.