Evidence mapPaperPMID 40908670Full record

ReviewFEBS open bio2025

Stromagenesis and cancer-associated fibroblast heterogeneity in primary tumors and metastasis: focus in non-small cell lung cancer.

Alejandro Bernardo, Natalia Díaz-Valdivia, Patricia Fernández-Nogueira, Jordi Alcaraz

Abstract readReview
In one paragraph

Review in FEBS open bio, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. 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.

Alejandro BernardoUnit of Biophysics and Bioengineering, Department of Biomedicine, University of Barcelona, Spain.ORCID https://orcid.org/0000-0001-7162-3254
Natalia Díaz-ValdiviaUnit of Biophysics and Bioengineering, Department of Biomedicine, University of Barcelona, Spain.ORCID https://orcid.org/0000-0002-8063-2598
Patricia Fernández-NogueiraUnit of Biophysics and Bioengineering, Department of Biomedicine, University of Barcelona, Spain.ORCID https://orcid.org/0000-0002-7246-490X
Jordi AlcarazUnit of Biophysics and Bioengineering, Department of Biomedicine, University of Barcelona, Spain.ORCID https://orcid.org/0000-0001-7898-1599

Funding

Agència de Gestió d'Ajuts Universitaris i de Recerca SGR 523ERA-NET TRANSCAN-3 TRANSCAN2023-1858-027Fondo Nacional de Desarrollo Científico y TecnológicoFundación Científica Asociación Española Contra el Cáncer POSTD223377FERNFundación Científica Asociación Española Contra el Cáncer TRNSC247900ALCAHORIZON EUROPE European Innovation Council 964808Instituto de Salud Carlos III AC24/00111Ministerio de Ciencia, Innovación y Universidades FPU22/00065Ministerio de Ciencia, Innovación y Universidades (Agencia Estatal de Investigación AEI/FEDER, UE) PID2022-139865OB-I00
6 · The paper itself

Abstract

Non-small cell lung cancer (NSCLC) is the most common lung cancer type and one of the deadliest neoplasias worldwide. NSCLC is histologically classified into adenocarcinoma, squamous cell carcinoma, and other less frequent subtypes. Both subtypes and other solid tumors are increasingly regarded as abnormal organs, highlighting the critical role of the desmoplastic tumor stroma rich in cancer-associated fibroblasts (CAFs) in driving tumor progression and therapeutic resistance. This tumor stroma resembles a chronic fibrotic wound and is largely formed by activated/myofibroblast-like α-SMA+ CAFs (myCAFs), which are strongly associated with immunosuppression and poor prognosis. Despite the dominance of the myCAF phenotype, we reported a decade ago phenotypic alterations in NSCLC with a strong dependence on the histologic subtype. Subsequent studies using functional assays, single-cell techniques, and in vivo models have refined these initial observations, enhancing our understanding of the biology of both normal fibroblasts/myofibroblasts and CAFs in NSCLC and other cancer types, including their origins, subclassification, and physiopathologic functions. Notably, increasing evidence supports that CAFs can exhibit tumor-restraining or tumor-promoting effects, and current therapeutic efforts aim to shift the balance towards tumor-restraining phenotypes. Here, we review major advances in our understanding of tumor stromagenesis and CAF heterogeneity in both primary tumors and metastasis, including emerging consensus, with a special focus on NSCLC and its frequent dissemination to the brain. We also highlight the critical role of smoking through epigenetic reprogramming of the TGF-β/SMAD3 pathway. These advances are beginning to delineate how CAF heterogeneity depends on the stage and histologic subtype in NSCLC.

Indexed as

Cancer-Associated FibroblastsCarcinoma, Non-Small-Cell LungLung NeoplasmsAnimalsEpigenesis, GeneticHumansNeoplasm MetastasisTumor Microenvironmentcancer‐associated fibroblastsdesmoplasiametastasismyofibroblastsnon‐small cell lung cancerstromagenesis

Identifiers

PMID40908670
PMCPMC12485668

What Socratic holds

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LicenceCC BY
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.