共 41 条
Identification of survival-associated biomarkers based on three datasets by bioinformatics analysis in gastric cancer
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Yin, Long-Kuan
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North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China
North Sichuan Med Coll, Sichuan Key Lab Med Imaging, Nanchong 637000, Sichuan, Peoples R China North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China

Yuan, Hua-Yan
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North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China

Liu, Jian-Jun
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North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China

Xu, Xiu-Lian
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North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China

Wang, Wei
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North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China

Bai, Xiang-Yu
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North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China
North Sichuan Med Coll, Sichuan Key Lab Med Imaging, Nanchong 637000, Sichuan, Peoples R China North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China

Wang, Pan
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North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China
North Sichuan Med Coll, Sichuan Key Lab Med Imaging, Nanchong 637000, Sichuan, Peoples R China North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China
机构:
[1] North Sichuan Med Coll, Affiliated Hosp, Dept Gastrointestinal Surg, 1 Maoyuan South Rd, Nanchong 637000, Sichuan, Peoples R China
[2] North Sichuan Med Coll, Sichuan Key Lab Med Imaging, Nanchong 637000, Sichuan, Peoples R China
关键词:
Gastric cancer;
Survival-associated biomarkers;
Bioinformatics analysis;
Hub genes;
PROGNOSTIC BIOMARKERS;
EXPRESSION;
PROLIFERATION;
PROMOTES;
COL1A2;
SPARC;
D O I:
10.12998/wjcc.v11.i20.4763
中图分类号:
R5 [内科学];
学科分类号:
1002 ;
100201 ;
摘要:
BACKGROUNDGastric cancer (GC) is one of the most common malignant tumors with poor prognosis in terms of advanced stage. However, the survival-associated biomarkers for GC remains unclear.AIMTo investigate the potential biomarkers of the prognosis of patients with GC, so as to provide new methods and strategies for the treatment of GC.METHODSRNA sequencing data from The Cancer Genome Atlas (TCGA) database of STAD tumors, and microarray data from Gene Expression Omnibus (GEO) database (GSE19826, GSE79973 and GSE29998) were obtained. The differentially expressed genes (DEGs) between GC patients and health people were picked out using R software (x64 4.1.3). The intersections were underwent between the above obtained co-expression of differential genes (co-DEGs) and the DEGs of GC from Gene Expression Profiling Interactive Analysis database, and Gene Ontology (GO) analysis, Kyoto Encyclopedia of Gene and Genome (KEGG) pathway analysis, Gene Set Enrichment Analysis (GSEA), Protein-protein Interaction (PPI) analysis and Kaplan-Meier Plotter survival analysis were performed on these DEGs. Using Immunohistochemistry (IHC) database of Human Protein Atlas (HPA), we verified the candidate Hub genes.RESULTSWith DEGs analysis, there were 334 co-DEGs, including 133 up-regulated genes and 201 down-regulated genes. GO enrichment analysis showed that the co-DEGs were involved in biological process, cell composition and molecular function pathways. KEGG enrichment analysis suggested the co-DEGs pathways were mainly enriched in ECM-receptor interaction, protein digestion and absorption pathways, etc. GSEA pathway analysis showed that co-DEGs mainly concentrated in cell cycle progression, mitotic cell cycle and cell cycle pathways, etc. PPI analysis showed 84 nodes and 654 edges for the co-DEGs. The survival analysis illustrated 11 Hub genes with notable significance for prognosis of patients were screened. Furtherly, using IHC database of HPA, we confirmed the above candidate Hub genes, and 10 Hub genes that associated with prognosis of GC were identified, namely BGN, CEP55, COL1A2, COL4A1, FZD2, MAOA, PDGFRB, SPARC, TIMP1 and VCAN.CONCLUSIONThe 10 Hub genes may be the potential biomarkers for predicting the prognosis of GC, which can provide new strategies and methods for the diagnosis and treatment of GC.
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页码:4763 / 4787
页数:25
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Hubei Canc Clin Study Ctr, Wuhan, Peoples R China Wuhan Univ, Dept Gastrointestinal Surg, Zhongnan Hosp, Wuhan, Peoples R China

Song, Jialin
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Wuhan Univ, Dept Gastrointestinal Surg, Zhongnan Hosp, Wuhan, Peoples R China
Wuhan Univ, Dept Gastr & Colorectal Surg Oncol, Zhongnan Hosp, Wuhan, Peoples R China
Hubei Canc Clin Study Ctr, Wuhan, Peoples R China Wuhan Univ, Dept Gastrointestinal Surg, Zhongnan Hosp, Wuhan, Peoples R China

Huang, Sihao
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Wuhan Univ, Dept Gastrointestinal Surg, Zhongnan Hosp, Wuhan, Peoples R China
Wuhan Univ, Dept Gastr & Colorectal Surg Oncol, Zhongnan Hosp, Wuhan, Peoples R China
Hubei Canc Clin Study Ctr, Wuhan, Peoples R China Wuhan Univ, Dept Gastrointestinal Surg, Zhongnan Hosp, Wuhan, Peoples R China

Wang, Shuyi
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Wuhan Univ, Dept Gastrointestinal Surg, Zhongnan Hosp, Wuhan, Peoples R China
Wuhan Univ, Dept Gastr & Colorectal Surg Oncol, Zhongnan Hosp, Wuhan, Peoples R China
Hubei Canc Clin Study Ctr, Wuhan, Peoples R China Wuhan Univ, Dept Gastrointestinal Surg, Zhongnan Hosp, Wuhan, Peoples R China

Xiong, Bin
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Wuhan Univ, Dept Gastrointestinal Surg, Zhongnan Hosp, Wuhan, Peoples R China
Wuhan Univ, Dept Gastr & Colorectal Surg Oncol, Zhongnan Hosp, Wuhan, Peoples R China
Hubei Canc Clin Study Ctr, Wuhan, Peoples R China Wuhan Univ, Dept Gastrointestinal Surg, Zhongnan Hosp, Wuhan, Peoples R China
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Jiang, Kaiyuan
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Cent Hosp Shaoyang, Dept Surg, Shaoyang 422000, Hunan, Peoples R China Guangxi Med Univ, Affiliated Hosp 1, Dept Surg, 22 Shuangyong Rd, Nanning 530021, Guangxi, Peoples R China

Liu, Hongmei
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Cent Hosp Shaoyang, Dept Gastroenterol, Shaoyang 422000, Hunan, Peoples R China Guangxi Med Univ, Affiliated Hosp 1, Dept Surg, 22 Shuangyong Rd, Nanning 530021, Guangxi, Peoples R China

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Guangxi Med Univ, Affiliated Hosp 1, Dept Surg, 22 Shuangyong Rd, Nanning 530021, Guangxi, Peoples R China Guangxi Med Univ, Affiliated Hosp 1, Dept Surg, 22 Shuangyong Rd, Nanning 530021, Guangxi, Peoples R China

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Guangxi Med Univ, Affiliated Hosp 1, Dept Surg, 22 Shuangyong Rd, Nanning 530021, Guangxi, Peoples R China Guangxi Med Univ, Affiliated Hosp 1, Dept Surg, 22 Shuangyong Rd, Nanning 530021, Guangxi, Peoples R China
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Tel Aviv Univ, Lily & Avraham Gildor Chair Invest Growth Factors, IL-69978 Tel Aviv, Israel
Tel Aviv Univ, Elton Lab Neuroendocrinol, IL-69978 Tel Aviv, Israel
Tel Aviv Univ, Dept Human Mol Genet & Biochem, Sackler Fac Med, Sagol Sch Neurosci, IL-69978 Tel Aviv, Israel
Tel Aviv Univ, Adams Super Ctr Brain Studies, IL-69978 Tel Aviv, Israel Tel Aviv Univ, Lily & Avraham Gildor Chair Invest Growth Factors, IL-69978 Tel Aviv, Israel

Gozes, Illana
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h-index: 0
机构:
Tel Aviv Univ, Lily & Avraham Gildor Chair Invest Growth Factors, IL-69978 Tel Aviv, Israel
Tel Aviv Univ, Elton Lab Neuroendocrinol, IL-69978 Tel Aviv, Israel
Tel Aviv Univ, Dept Human Mol Genet & Biochem, Sackler Fac Med, Sagol Sch Neurosci, IL-69978 Tel Aviv, Israel
Tel Aviv Univ, Adams Super Ctr Brain Studies, IL-69978 Tel Aviv, Israel Tel Aviv Univ, Lily & Avraham Gildor Chair Invest Growth Factors, IL-69978 Tel Aviv, Israel