Evidence map›Paper›PMID 42305451›Full record

ArticleTranslational cancer research2026

Prognostic value and potential upstream regulator of Schwann cells in esophageal squamous cell carcinoma.

Yiming Lei, Xingbo Zhang, Weiran Hou, Xiumin Zhang, Zirui Zhou, Qinchen Liu, Jiantao Zhang, Feiyu Liu, Wei Wang, Zhen Wang

Abstract read
In one paragraph

Article in Translational cancer research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

10 authors.

Yiming Lei *School of Clinical Medical, Shandong Second Medical University, Weifang, China.
Xingbo Zhang *Division of Thoracic Surgery, Department of Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
Weiran HouSchool of Clinical Medical, Shandong Second Medical University, Weifang, China.
Xiumin ZhangSchool of Clinical Medical, Shandong Second Medical University, Weifang, China.
Zirui ZhouSchool of Clinical Medical, Shandong Second Medical University, Weifang, China.
Qinchen LiuSchool of Clinical Medical, Shandong Second Medical University, Weifang, China.
Jiantao ZhangDivision of Thoracic Surgery, Department of Surgery, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China.
Feiyu LiuDepartment of Pharmacy, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China.
Wei WangDivision of Thoracic Surgery, Department of Surgery, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China.
Zhen WangDivision of Thoracic Surgery, Department of Surgery, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China.ORCID https://orcid.org/0000-0003-3710-8640

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Esophageal squamous cell carcinoma (ESCC) is a major malignancy of the upper gastrointestinal tract. Owing to limited actionable therapeutic targets, long-term outcomes remain unsatisfactory. This study aimed to investigate the prognostic value of non-myelinating Schwann cells (nmSCs) infiltration in ESCC and to identify potential upstream regulators and underlying mechanisms. Methods: nmSCs infiltration was quantified in ESCC transcriptomic datasets from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) using single-sample gene set enrichment analysis (ssGSEA). Genes associated with nmSC infiltration were identified by weighted gene co-expression network analysis (WGCNA) and correlation analyses. Potential upstream regulators and signaling pathways were explored by pan-cancer analyses in the Tumor Immune Estimation Resource (TIMER) database. nmSCs infiltration and candidate regulator expression were validated in an independent surgical cohort by immunohistochemistry (IHC). In addition, to investigate the regulatory relationship between teashirt zinc finger homeobox 3 (TSHZ3) and neuregulin 1 (NRG1) and their effects on Schwann cells (SCs) function, a co-culture system of ESCC cells and SCs was established. Functional validation was performed by knocking down TSHZ3 in ESCC cells, followed by quantitative real-time polymerase chain reaction (qRT-PCR), Western blot, and Cell Counting Kit-8 (CCK-8) assays. A postoperative prognostic model incorporating nmSC infiltration was subsequently developed. Results: Elevated nmSCs infiltration was significantly associated with poor survival in ESCC. IHC validation further confirmed nmSCs infiltration as an independent prognostic risk factor in patients undergoing surgical resection. Integrated analyses identified TSHZ3 as a potential upstream regulator of SCs infiltration, potentially acting through the NRG1 pathway in ESCC and multiple other tumor types. IHC demonstrated a significant positive correlation between TSHZ3 expression and nmSCs infiltration. Further Conclusions: nmSCs infiltration predicts adverse prognosis in ESCC, and TSHZ3 may promote nmSCs infiltration via the NRG1 signaling axis.

Indexed as

Esophageal squamous cell carcinoma (ESCC)glial fibrillary acidic protein (GFAP)neuregulin 1 (NRG1)non-myelinating Schwann cells (nmSCs)teashirt zinc finger homeobox 3 (TSHZ3)

Identifiers

PMID42305451
PMCPMC13265166

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.