Analysis of Cyclin-Dependent Kinase 1 as an Independent Prognostic Factor for Gastric Cancer Based on Statistical Methods

ObjectiveThe aim of this study was to investigate the expression of cyclin-dependent kinase 1 (CDK1) in gastric cancer (GC), evaluate its relationship with the clinicopathological features and prognosis of GC, and analyze the advantage of CDK1 as a potential independent prognostic factor for GC.Meth...

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Main Authors: Xu Zhang, Hua Ma, Quan Zou, Jin Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-12-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2020.620164/full
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spelling doaj-db87292ad3e84ad19e115d13dbe4e3412020-12-08T08:33:47ZengFrontiers Media S.A.Frontiers in Cell and Developmental Biology2296-634X2020-12-01810.3389/fcell.2020.620164620164Analysis of Cyclin-Dependent Kinase 1 as an Independent Prognostic Factor for Gastric Cancer Based on Statistical MethodsXu Zhang0Hua Ma1Quan Zou2Quan Zou3Jin Wu4School of Mathematics and Statistics, Southwest University, Chongqing, ChinaSchool of Mathematics and Statistics, Southwest University, Chongqing, ChinaInstitute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, ChinaHainan Key Laboratory for Computational Science and Application, Hainan Normal University, Haikou, ChinaSchool of Management, Shenzhen Polytechnic, Shenzhen, ChinaObjectiveThe aim of this study was to investigate the expression of cyclin-dependent kinase 1 (CDK1) in gastric cancer (GC), evaluate its relationship with the clinicopathological features and prognosis of GC, and analyze the advantage of CDK1 as a potential independent prognostic factor for GC.MethodsThe Cancer Genome Atlas (TCGA) data and corresponding clinical features of GC were collected. First, the aim gene was selected by combining five topological analysis methods, where the gene expression in paracancerous and GC tissues was analyzed by Limma package and Wilcox test. Second, the correlation between gene expression and clinical features was analyzed by logistic regression. Finally, the survival analysis was carried out by using the Kaplan–Meier. The gene prognostic value was evaluated by univariate and multivariate Cox analyses, and the gene potential biological function was explored by gene set enrichment analysis (GSEA).ResultsCDK1 was selected as one of the most important genes associated with GC. The expression level of CDK1 in GC tissues was significantly higher than that in paracancerous tissues, which was significantly correlated with pathological stage and grade. The survival rate of the CDK1 high expression group was significantly lower than that of the low expression group. CDK1 expression was significantly correlated with overall survival (OS). CDK1 expression was mainly involved in prostate cancer, small cell lung cancer, and GC and was enriched in the WNT signaling pathway and T cell receptor signaling pathway.ConclusionCDK1 may serve as an independent prognostic factor for GC. It is also expected to be a new target for molecular targeted therapy of GC.https://www.frontiersin.org/articles/10.3389/fcell.2020.620164/fullCDK1prognosisbiomarkergastric cancerbioinformatics
collection DOAJ
language English
format Article
sources DOAJ
author Xu Zhang
Hua Ma
Quan Zou
Quan Zou
Jin Wu
spellingShingle Xu Zhang
Hua Ma
Quan Zou
Quan Zou
Jin Wu
Analysis of Cyclin-Dependent Kinase 1 as an Independent Prognostic Factor for Gastric Cancer Based on Statistical Methods
Frontiers in Cell and Developmental Biology
CDK1
prognosis
biomarker
gastric cancer
bioinformatics
author_facet Xu Zhang
Hua Ma
Quan Zou
Quan Zou
Jin Wu
author_sort Xu Zhang
title Analysis of Cyclin-Dependent Kinase 1 as an Independent Prognostic Factor for Gastric Cancer Based on Statistical Methods
title_short Analysis of Cyclin-Dependent Kinase 1 as an Independent Prognostic Factor for Gastric Cancer Based on Statistical Methods
title_full Analysis of Cyclin-Dependent Kinase 1 as an Independent Prognostic Factor for Gastric Cancer Based on Statistical Methods
title_fullStr Analysis of Cyclin-Dependent Kinase 1 as an Independent Prognostic Factor for Gastric Cancer Based on Statistical Methods
title_full_unstemmed Analysis of Cyclin-Dependent Kinase 1 as an Independent Prognostic Factor for Gastric Cancer Based on Statistical Methods
title_sort analysis of cyclin-dependent kinase 1 as an independent prognostic factor for gastric cancer based on statistical methods
publisher Frontiers Media S.A.
series Frontiers in Cell and Developmental Biology
issn 2296-634X
publishDate 2020-12-01
description ObjectiveThe aim of this study was to investigate the expression of cyclin-dependent kinase 1 (CDK1) in gastric cancer (GC), evaluate its relationship with the clinicopathological features and prognosis of GC, and analyze the advantage of CDK1 as a potential independent prognostic factor for GC.MethodsThe Cancer Genome Atlas (TCGA) data and corresponding clinical features of GC were collected. First, the aim gene was selected by combining five topological analysis methods, where the gene expression in paracancerous and GC tissues was analyzed by Limma package and Wilcox test. Second, the correlation between gene expression and clinical features was analyzed by logistic regression. Finally, the survival analysis was carried out by using the Kaplan–Meier. The gene prognostic value was evaluated by univariate and multivariate Cox analyses, and the gene potential biological function was explored by gene set enrichment analysis (GSEA).ResultsCDK1 was selected as one of the most important genes associated with GC. The expression level of CDK1 in GC tissues was significantly higher than that in paracancerous tissues, which was significantly correlated with pathological stage and grade. The survival rate of the CDK1 high expression group was significantly lower than that of the low expression group. CDK1 expression was significantly correlated with overall survival (OS). CDK1 expression was mainly involved in prostate cancer, small cell lung cancer, and GC and was enriched in the WNT signaling pathway and T cell receptor signaling pathway.ConclusionCDK1 may serve as an independent prognostic factor for GC. It is also expected to be a new target for molecular targeted therapy of GC.
topic CDK1
prognosis
biomarker
gastric cancer
bioinformatics
url https://www.frontiersin.org/articles/10.3389/fcell.2020.620164/full
work_keys_str_mv AT xuzhang analysisofcyclindependentkinase1asanindependentprognosticfactorforgastriccancerbasedonstatisticalmethods
AT huama analysisofcyclindependentkinase1asanindependentprognosticfactorforgastriccancerbasedonstatisticalmethods
AT quanzou analysisofcyclindependentkinase1asanindependentprognosticfactorforgastriccancerbasedonstatisticalmethods
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