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Development and validation of glycolysis-related prognostic score for prediction of prognosis and chemosensitivity of pancreatic ductal adenocarcinoma
- 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
- Subjects :
- 0301 basic medicine
Oncology
medicine.medical_specialty
Pancreatic ductal adenocarcinoma
endocrine system diseases
pancreatic ductal adenocarcinoma
Antineoplastic Agents
Malignancy
Prognostic score
03 medical and health sciences
0302 clinical medicine
Immune system
Meta-Analysis as Topic
Internal medicine
medicine
Biomarkers, Tumor
Humans
score
Glycolysis
business.industry
Gene Expression Profiling
Hazard ratio
Cell Biology
Original Articles
glycolysis
medicine.disease
Prognosis
Warburg effect
digestive system diseases
Gene Expression Regulation, Neoplastic
Pancreatic Neoplasms
Survival Rate
chemosensitivity
030104 developmental biology
030220 oncology & carcinogenesis
Cohort
Molecular Medicine
Original Article
business
Carcinoma, Pancreatic Ductal
Subjects
Details
- ISSN :
- 15824934
- Volume :
- 25
- Issue :
- 12
- Database :
- OpenAIRE
- Journal :
- Journal of cellular and molecular medicine
- Accession number :
- edsair.doi.dedup.....df9c21bf657d966a385bc574454f8c3b