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Development and validation of glycolysis-related prognostic score for prediction of prognosis and chemosensitivity of pancreatic ductal adenocarcinoma

Authors :
Wang Yang
Yuzhen Gao
Wan Yee Lau
Zhiming Zhao
Qinjunjie Chen
Fei Wang
Rong Liu
Xiu-Ping Zhang
Guo-Dong Zhao
Qu Liu
Source :
Journal of Cellular and Molecular Medicine
Publication Year :
2021

Abstract

Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy with aggressive biological behaviour. Its rapid proliferation and tumour growth require reprogramming of glucose metabolism or the Warburg effect. However, the association between glycolysis‐related genes with clinical features and prognosis of PDAC is still unknown. Here, we used the meta‐analysis to correlate the hazard ratios (HR) of 106 glycolysis genes from MSigDB by the cox proportional hazards regression analysis in 6 clinical data sets of PDAC patients to form a training cohort, and a single group of PDAC patients from the TCGA, ICGC, Arrayexpress and GEO databases to form the validation cohort. Then, a glycolysis‐related prognosis (GRP) score based on 29 glycolysis prognostic genes was established in 757 PDAC patients from the training composite cohort and validated in 267 ICGC‐CA validation cohort (all P

Details

ISSN :
15824934
Volume :
25
Issue :
12
Database :
OpenAIRE
Journal :
Journal of cellular and molecular medicine
Accession number :
edsair.doi.dedup.....df9c21bf657d966a385bc574454f8c3b