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

Q Qianxi Deng K Kun Yang Q Qiaoling Liao X Xueli Tang H Honglin Quan G Guojun Yuan X Xia Hu (Shandong Key Laboratory of Advanced Electrochemical Energy Storage Technologies, College of New Energy) Z Zheng Jiang (Shanghai Synchrotron Radiation Facility, Shanghai Advanced Research Institute) L Linju Wu

Abstract

Background Cuproposis is a new-found mechanism of cell death, and the role of cuproposis-related genes (CRGs) in pancreatic cancer prognosis remains uncertain. Methods DECRGs 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. Results PDP1, 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. Conclusion Five 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.

Article Details

Journal PLoS ONE
Volume / Issue Vol. 20, Issue 5
Published May 14, 2025
Pages e0323458
ISSN 1932-6203
Publisher Public Library of Science

Journal Info

PLoS ONE

Public Library of Science

ISSN: 1932-6203 Open Access Health Sciences

Authors (9)

Q

Qianxi Deng

K

Kun Yang

Q

Qiaoling Liao

X

Xueli Tang

H

Honglin Quan

G

Guojun Yuan

X

Xia Hu

Shandong Key Laboratory of Advanced Electrochemical Energy Storage Technologies, College of New Energy

Z

Zheng Jiang

Shanghai Synchrotron Radiation Facility, Shanghai Advanced Research Institute

L

Linju Wu