Evidence map›Paper›PMID 40410601›Full record

ArticleDiscover oncology2025

Integration of cuproptosis-related gene signatures in stomach adenocarcinoma: implications for prognostic prediction and therapeutic strategies in cancer drug resistance.

Xin Zuo, Youchun Lei, Shan Ou, Xiu Yuan, Peng Shi, Qian Li, Yun Xu

Abstract read
In one paragraph

Article in Discover oncology, 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. Review
  2. Role of cuproptosis in digestive system tumors (Review).International journal of molecular medicine · 2026
    Review
  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.

Xin ZuoDepartment of Gastroenterology, The Sixth People's Hospital of Chongqing, Chongqing, 400060, China.
Youchun LeiDepartment of Gastroenterology, The Sixth People's Hospital of Chongqing, Chongqing, 400060, China.
Shan OuDepartment of Gastroenterology, The Sixth People's Hospital of Chongqing, Chongqing, 400060, China.
Xiu YuanDepartment of Gastroenterology, The Sixth People's Hospital of Chongqing, Chongqing, 400060, China.
Peng ShiDepartment of Gastroenterology, The Sixth People's Hospital of Chongqing, Chongqing, 400060, China.
Qian LiDepartment of Gastroenterology, The Sixth People's Hospital of Chongqing, Chongqing, 400060, China.
Yun XuDepartment of Gastroenterology, The Sixth People's Hospital of Chongqing, Chongqing, 400060, China. xinqing201007@163.com.

Funding

Science and Technology Research Program of Chongqing Municipal Education Commission KJQN202402819
6 · The paper itself

Abstract

backgroundStomach adenocarcinoma (STAD) is a prevalent and aggressive cancer, often diagnosed at later stages, which poses challenges for effective treatment. Despite advancements in cancer therapies, the phenomenon of tumor drug resistance remains a critical hurdle. Recent studies have highlighted cuproptosis, a copper-dependent regulated cell death process, as a potential mechanism in various cancers, including STAD. This study integrates cuproptosis-related gene signatures with clinical features to better predict prognosis and explore potential therapeutic targets, focusing on the role of cuproptosis in overcoming tumor resistance mechanisms.

methodsUsing comprehensive datasets from TCGA-STAD (n = 375 tumor samples, 32 normal samples), GTEx (n = 211 normal gastric tissues), and GEO (GSE84437 and GSE29272), we analyzed the expression of genes associated with cuproptosis. We examined genetic alterations, immune infiltration, and constructed multivariate Cox regression models with clinicopathological covariates (age, gender, TNM stage, histological grade, residual tumor status) to assess the relationship between cuproptosis gene expression and patient survival outcomes, including overall survival (OS), disease-specific survival (DSS), and progression-free interval (PFI). Drug sensitivity analysis was performed using the Genomics of Drug Sensitivity in Cancer (GDSC) database.

resultsOur analysis identified significant upregulation of several cuproptosis-related genes, including FDX1, which was correlated with improved prognosis and immune cell infiltration patterns. High expression of FDX1 was associated with better OS and DSS outcomes. Further genetic alterations, notably in CDKN2A, were frequent and linked to poor prognosis, highlighting the complexity of tumor drug resistance in STAD. Prognostic models incorporating FDX1, PDHA1, and LIAS expression stratified patients into distinct risk categories, emphasizing their potential as biomarkers for personalized therapeutic strategies.

conclusionsThis study underscores the importance of cuproptosis-related genes, particularly FDX1, in the prognosis and therapeutic response of STAD. By integrating molecular features with clinical data, we offer insights into the potential for overcoming drug resistance in cancer therapy. These findings lay the groundwork for future research into targeted treatments that modulate cuproptosis, offering a novel approach to tackling tumor progression and resistance in STAD.

Indexed as

CuproptosisFDX1Gene signaturePrognostic modelStomach adenocarcinoma

Identifiers

PMID40410601
PMCPMC12102457

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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.