Evidence map›Paper›PMID 41290930›Full record

ArticleScientific reports2025

Stromal transcriptomics uncover LIF as a key effector in high tumor budding triple-negative breast cancer.

Pimchanok Phankeaw, Suparada Khanaruksombat, Warapan Numprasit, Pranisa Jamjuntra, Punn Augsornworawat, Malee Warnnissorn, Peti Thuwajit, Chanitra Thuwajit

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. LIFe of the sugar-free party in cancer metabolism.Trends in endocrinology and metabolism: TEM · 2026
    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

8 authors.

Pimchanok PhankeawDepartment of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
Suparada KhanaruksombatDepartment of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
Warapan NumprasitBiomedical Science Program, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
Pranisa JamjuntraDepartment of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
Punn AugsornworawatDepartment of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
Malee WarnnissornDepartment of Pathology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
Peti ThuwajitDepartment of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
Chanitra ThuwajitDepartment of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand. chanitra.thu@mahidol.edu.

Funding

the National Research Council of Thailand and Mahidol University N42A650343the NSRF via the Program Management Unit for Human Resources & Institutional Development, Research Innovation B13F670075
6 · The paper itself

Abstract

The tumor budding (TB) and fibroblast activation protein (FAP)-positive cancer-associated fibroblasts (CAFs) are associated with patient prognosis in triple-negative breast cancer (TNBC). However, the impact between TB and FAP-positive CAFs on TNBC progression remains poorly understood. This study seeks to investigate the transcriptomic profile of FAP-positive CAFs in high TB TNBC to identify CAFs-derived factors contributing to disease aggressiveness. The 170 formalin-fixed paraffin-embedded TNBC tissues were assessed for TB by pan-cytokeratin immunohistochemistry (IHC). Its clinicopathological correlations were examined through univariate and multivariate analyses, with overall survival (OS) evaluated using Kaplan-Meier analysis. CAFs whole transcriptomic profiles of 13 TNBCs was conducted using Templated Oligo-Sequencing and the differential expression was analyzed in R studio with the DESeq2 package. Pathways associated with differentially expressed genes were identified using the Enrichr package. The level of leukemia inhibitory factor (LIF) was explored by IHC in 141 TNBCs, and its prognostic significance was determined. The induction of TNBC cell migration and expression of programmed death-ligand 1 (PD-L1) by a recombinant LIF, along with attenuation by EC359, a LIF inhibitor, were investigated using Transwell assay and flow cytometry. High TB was observed in 46.5% of TNBC patients and significantly associated with shorter OS, in which the upregulated MAPK cascade, ERK1/ERK2 signaling, and protein kinase B regulation signaling pathways were involved. In FAP-positive CAFs, pathways related to tyrosine phosphorylation, STAT protein tyrosine phosphorylation, and G-protein-coupled receptor regulation were also elevated. The overexpressed genes in FAP-positive CAFs from high TB-TNBCs included ZNF235, ANKRD30B, SLC26A2, SPDYC, CDKN1C, LIF, and FAM83A. The secreted LIF was found in 41.1% of TNBC cases with high levels detected in CAFs, while 26.2% of cases showed high LIF production in cancer cells. Recombinant LIF significantly promoted breast cancer cell migration and enhanced PD-L1 expression. These effects were attenuated by EC359. This study highlights the correlation of high TB in TNBC with poor prognosis and upregulation of key signaling pathways in CAFs. FAP-positive CAFs overexpress genes like LIF, which promotes cell migration and PD-L1 expression. LIF inhibition reduces these effects, suggesting LIF as a potential therapeutic target in TB-associated TNBC progression and immunotherapy.

Indexed as

Cancer-Associated FibroblastsLeukemia Inhibitory FactorTranscriptomeTriple Negative Breast NeoplasmsAdultAgedCell Line, TumorCell MovementFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMiddle AgedPrognosisLeukemia Inhibitory FactorLIF protein, humanCancer-associated fibroblastFibroblast-activation proteinLeukemia inhibitory factorProgrammed death-ligand 1Triple-negative breast cancerTumor budding

Identifiers

PMID41290930
PMCPMC12749643

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.