Evidence map›Paper›PMID 41737832›Full record

ArticleFrontiers in molecular biosciences2026

Cuproptosis-related gene signatures define immune subtypes and predict prognosis in gastric cancer.

Zhe Wang, Yuxin Man, Bingtong Yue, Min Liu, Jiayi Zhang, Feng Wang, Dao Xin

Abstract read
In one paragraph

Article in Frontiers in molecular biosciences, 2026. 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

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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

3 citing papers in PubMed.

  1. Review
  2. Integrative multi-omics reveals the POSTNFrontiers in immunology · 2026
    Article
  3. Review
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.

Zhe Wang *Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Yuxin Man *Department of Medical Oncology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China.
Bingtong Yue *Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Min Liu *Department of Oncology, Anyang District Hospital, Anyang, China.
Jiayi ZhangDepartment of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Feng Wang *Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Dao Xin *Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Despite recent improvements in diagnostic and therapeutic strategies, gastric cancer (GC) continues to be a major contributor to global cancer fatalities, resulting in suboptimal patient prognosis overall. Cuproptosis, defined as a regulated death mode initiated by intracellular copper overload, has not been comprehensively examined in the context of the tumor immune microenvironment or its prognostic relevance in stomach adenocarcinoma. Methods: Comprehensive transcriptomic analyses of TCGA and GEO cohorts were performed to identify cuproptosis-related molecular subtypes and to develop a prognostic risk model based on cuproptosis-associated genes. Correlations between the risk score and features of the TIME were thoroughly evaluated. RT-qPCR was conducted in 14 paired gastric tumor and adjacent normal tissues to validate the expression of key prognostic genes. Results: Three distinct cuproptosis-associated molecular subtypes were identified in STAD. A five-gene prognostic signature- Conclusion: The identified cuproptosis-related gene signature is associated with the immunological heterogeneity of gastric cancer. Together, these results point to previously unrecognized links between cuproptosis and antitumor immunity, may provide insights for refining immunotherapeutic strategies in gastric cancer. Continued experimental investigation will be necessary to unravel how cuproptosis contributes to gastric cancer development and to validate its association with immune regulation.

Indexed as

cuproptosisprognostic modelsingle-cell RNA sequencing (sc-RNA seq)stomach adenocarcinomatumor immune microenvironment

Identifiers

PMID41737832
PMCPMC12926107

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