Evidence map›Paper›PMID 40367233›Full record

ArticlePloS one2025

Comprehensive analysis and experiment validation of five cuproptosis-related genes in prognosis, immune infiltration and metabolic characterization of pancreatic cancer.

Qianxi Deng, Kun Yang, Qiaoling Liao, Xueli Tang, Honglin Quan, Guojun Yuan, Xia Hu, Zheng Jiang, Linju Wu

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Qianxi DengDepartment of Gastroenterology, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan, China.
Kun YangDepartment of Gastroenterology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Qiaoling LiaoThe Second Department of Severe Psychiatry, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan, China.
Xueli TangDepartment of Science and Technology, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan, China.
Honglin QuanDepartment of Gastroenterology, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan, China.
Guojun YuanDepartment of Gastroenterology, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan, China.
Xia HuDepartment of Gastroenterology, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan, China.
Zheng JiangDepartment of Gastroenterology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Linju WuDepartment of Anesthesiology, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan, China.ORCID https://orcid.org/0009-0004-4233-7864

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCuproposis is a new-found mechanism of cell death, and the role of cuproposis-related genes (CRGs) in pancreatic cancer prognosis remains uncertain.

methodsDECRGs were identified from TCGA and GTEx databases. Five OS-associated hub genes were screened using Cox regression and LASSO analyses. A prognostic model was constructed and validated by survival analysis. GSEA, gene mutation, small-molecule drugs, immune-infiltrating and TF/miRNA/mRNA network were investigated to determine the underlying mechanism of 5-CRGs. In addition, RT-qPCR, and WB were applied to validate the expression of 5-CRGs. CCK8, colony formation and transwell assays were used to prove the function of LIPT1 in PC.

resultsPDP1, DLAT, DBT, LIAS, and LIPT1 were screened as hub genes. 5-CRGs prognostic model established the low-risk population has a longer OS. There was a high the risk score value for the prediction in clinicopathological features. The forest plots showed that age, N stage and the RiskScore were the significant independent risk indicators. T cells CD4 memory resting and Mast cells are the amplest immune cell subpopulations in the high-score individuals. The expression of 5 CRGs exhibited significant differences in PC cell lines and tissues, LIPT1-knockdowning inhibited proliferation and invasion of pancreatic cancer cell lines.

conclusionFive CRGs relevant to pancreatic cancer prognosis were identified. Meanwhile, a new and accurate five CRGs prognostic model of pancreatic cancer was constructed. In addition, LIPT1 may promote proliferation, invasion and migration of pancreatic cancer cell lines. This may have a specific guiding value for future development of precise anti-cancer treatment strategies.

Indexed as

Pancreatic NeoplasmsBiomarkers, TumorCell Line, TumorCell ProliferationFemaleGene Expression Regulation, NeoplasticHumansMaleMiddle AgedPrognosisBiomarkers, Tumor

Identifiers

PMID40367233
PMCPMC12077771

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.