Evidence map›Paper›PMID 41345494›Full record

ArticleScientific reports2025

Single-cell transcriptomic analysis reveals distinct cancer-associated fibroblast signatures in treatment-refractory esophageal squamous cell carcinoma.

Sheng-Min Lo, Ting-Shuan Wu, Tzu-Hung Hsiao, Chih-Hung Lin, Li-Wen Lee, Chung-Ping Hsu, Han-Ni Chuang

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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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

7 authors.

Sheng-Min Lo *Department of Medical Research, Taichung Veterans General Hospital, Taichung, 40705, Taiwan.
Ting-Shuan Wu *Department of Biomedical Science, Chung Shan Medical University, Taichung, 40201, Taiwan.
Tzu-Hung HsiaoDepartment of Medical Research, Taichung Veterans General Hospital, Taichung, 40705, Taiwan.
Chih-Hung LinDivision of Thoracic SurgeryDepartment of Surgery, Taichung Veterans General Hospital, Taichung, 40705, Taiwan.
Li-Wen LeeDepartment of Medical Research, Taichung Veterans General Hospital, Taichung, 40705, Taiwan.
Chung-Ping HsuDivision of Thoracic SurgeryDepartment of Surgery, Taichung Veterans General Hospital, Taichung, 40705, Taiwan. cliffhsu@gmail.com.
Han-Ni ChuangDepartment of Medical Research, Taichung Veterans General Hospital, Taichung, 40705, Taiwan. hannichuang@vghtc.gov.tw.

Funding

Ministry of Science and Technology, Taiwan (MOST 110-2314-B-303-027 and MOST 111-2314-B-303-035Taichung Veterans General Hospital, Taiwan TCVGH-112G231
6 · The paper itself

Abstract

Esophageal squamous cell carcinoma (ESCC) remains a leading cause of cancer-related mortality worldwide. Despite neoadjuvant concurrent chemoradiotherapy (nCCRT), approximately half of patients exhibit incomplete pathological response with persistent lymph node (LN) infiltration. The tumor microenvironment (TME), particularly cancer-associated fibroblasts (CAFs) and natural killer (NK) cells, plays crucial roles in treatment outcomes, yet specific cellular signatures associated with LN infiltration status remain poorly characterized. We performed single-cell RNA sequencing analysis on tumor and adjacent normal tissues from 10 ESCC patients who underwent nCCRT followed by surgical resection. Patients were stratified into presence (n = 5) and absence (n = 5) groups based on histological draining LN infiltration status according to ypTNM staging. Cell-type identification, subclustering analysis, differential expression analysis, pathway enrichment, and pseudotime trajectory analysis were performed to characterize infiltration-associated signatures. Analysis of 47,907 cells revealed nine cell populations with significant compositional differences between group. Patients with LN infiltration were characterized by significant enrichment of CLEC2BhimyCAF subtype (10.64% vs. 0.58%), highly expressing NFKB1 and associated with immunosuppressive pathways. Conversely, patients without infiltration showed markedly increased abundance of CD56dim NK subset (19.14% vs. 1.73%), linked to enhanced cytotoxic function. Pseudotime trajectory analysis revealed that cells from different groups occupied opposite ends of trajectories. Treatment-associated cellular signatures extended beyond tumor regions to adjacent normal tissues within the radiation field, indicating regional tissue reprogramming associated with therapeutic exposure. This single-cell analysis reveals that LN infiltration status in ESCC is characterized by distinct TME signatures involving CLEC2BhimyCAF in patients with infiltration and F11RhiCD56dim NK in patients without infiltration. These findings provide new insights into cellular mechanisms underlying different pathological outcomes following nCCRT and offer potential biomarkers for patient stratification and therapeutic targets in ESCC management.

Indexed as

Cancer-Associated FibroblastsEsophageal NeoplasmsEsophageal Squamous Cell CarcinomaTranscriptomeAgedFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansKiller Cells, NaturalMaleMiddle AgedNeoadjuvant TherapySingle-Cell AnalysisSingle-Cell Gene Expression AnalysisTumor MicroenvironmentCancer-associated fibroblasts (CAFs)CLEC2BEsophageal squamous cell carcinoma (ESCC)Natural killer (NK) cellsNeoadjuvant concurrent chemoradiotherapy (nCCRT)Single-cell RNA sequencing (scRNA-seq)

Identifiers

PMID41345494
PMCPMC12764871

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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.