Evidence map›Paper›PMID 41186645›Full record

ArticleAnnals of surgical oncology2026

Exploring the Link Between Stress-Induced Naive T-Cells and Esophageal Squamous Cell Carcinoma Risk: A Multi-Omics Investigation.

Jingge Cheng, Dengfeng Zhang, Longyu Zhu, Huihai Xu, Hongye Zhao, Ping Zhu, Yishuai Li

Abstract read
In one paragraph

Article in Annals of surgical oncology, 2026. 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. Review
  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

7 authors.

Jingge Cheng *The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
Dengfeng Zhang *Guangdong Provincial People's Hospital, Southern Medical University, Guangzhou, Guangdong, China.
Longyu Zhu *The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
Huihai XuHebei Chest Hospital, Hebei Provincial Key Laboratory of Pulmonary Diseases, Shijiazhuang, Hebei, China.
Hongye ZhaoThe Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China. 18533167600@163.com.
Ping ZhuGuangdong Provincial People's Hospital, Southern Medical University, Guangzhou, Guangdong, China. tanghonggdph@163.com.
Yishuai LiHebei Chest Hospital, Hebei Provincial Key Laboratory of Pulmonary Diseases, Shijiazhuang, Hebei, China. liyishuai66@126.com.

Funding

Project of the Health Commission of Hebei Province No. 20230108Science and Technology Plan Project of Hebei Province No.223777106D
6 · The paper itself

Abstract

backgroundThe dynamic crosstalk between immunoregulatory constituents and neoplastic evolution underscores the centrality of immune homeostasis in oncogenesis. naïve T-lymphocytes, as primary architects of adaptive immunity, are critically implicated in antitumor responses. Deciphering their mechanistic linkage to esophageal carcinogenesis is vital for elucidating immune-mediated susceptibility and malignant progression. This investigation synergizes Mendelian randomization with single-cell multi-omics to dissect this pathobiological nexus.

methodsA bidirectional two-sample Mendelian randomization framework was deployed to infer causal associations between leukocyte subsets and esophageal squamous cell carcinoma. Genome-wide summary statistics were analyzed from 476,306 malignancy cases and immunophenotypic data spanning 731 European-ancestry participants. Complementary single-cell transcriptional profiling of tumor-adjacent dyads provided mechanistic validation.

resultsInverse variance-weighted regression demonstrated a positive causal effect of naive T-cell abundance on esophageal cancer risk (odds ratio 1.14; 95% confidence interval 1.03-1.27; P = 0.021). Single-cell analyses unveiled tumor-infiltrating naïve T-lymphocytes in a metabolically quiescent state with suppressed effector differentiation trajectories, indicative of microenvironment-driven anergy. This functional impairment correlated with compromised immunoediting capacity, potentiating neoplastic immune evasion mechanisms.

conclusionsOur integrative analysis establishes naïve T-cell abundance as a novel causal risk factor for esophageal squamous cell carcinoma, mediated through metabolic silencing and differentiation blockade within the tumor niche. These findings redefine the immunopathogenic paradigm of esophageal carcinogenesis, suggesting that therapeutic strategies targeting T-cell metabolic reprogramming may disrupt immune-evasion pathways. The demonstrated synergy between population-level genetic inference and single-cell mechanistic validation provides a transformative framework for cancer immunology research.

Indexed as

Biomarkers, TumorEsophageal NeoplasmsEsophageal Squamous Cell CarcinomaLymphocytes, Tumor-InfiltratingT-LymphocytesGenome-Wide Association StudyHumansMaleMendelian Randomization AnalysisMultiomicsPrognosisRisk FactorsSingle-Cell AnalysisTumor MicroenvironmentBiomarkers, TumorEsophageal squamous cell carcinomaHeat shock proteinsMendelian randomizationNaive T cellsSingle-cell technologies

Identifiers

PMID41186645
PMCPMC12765749

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.