Identification of Potential Biomarkers Associated with Prognosis in Gastric Cancer via Bioinformatics Analysis

被引:7
作者
Li, Dong [1 ,2 ]
Yin, Yi [2 ,3 ]
He, Muqun [2 ,3 ]
Wang, Jianfeng [2 ,3 ]
机构
[1] Fujian Canc Hosp, Canc Inst, Fuzhou, Fujian, Peoples R China
[2] Fujian Med Univ Canc Hosp, Fuzhou, Fujian, Peoples R China
[3] Fujian Canc Hosp, Dept Med Oncol, Fuzhou, Fujian, Peoples R China
来源
MEDICAL SCIENCE MONITOR | 2021年 / 27卷
关键词
Gene Expression Profiling; Prognosis; Stomach Neoplasms; Tumor Markers; Biological; POOR-PROGNOSIS; EXPRESSION; GENE; COLLAGEN; COL11A1; LESIONS; THBS2;
D O I
10.12659/MSM.929104
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background: Gastric cancer (GC) is one of the leading causes of cancer-related mortality worldwide. We aimed to identify differentially expressed genes (DEGs) and their potential mechanisms associated with the prognosis of GC patients. Material/Methods: This study was based on gene profiling information for 37 paired samples of GC and adjacent normal tissues from the GSE118916, GSE79973, and GSE19826 datasets in the Gene Expression Omnibus database. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were used to investigate the bio-logical role of the DEGs. The protein-protein interaction (PPI) network was constructed by Cytoscape, and the Kaplan-Meier plotter was used for prognostic analysis. Results: We identified 119 DEG5, including 21 upregulated and 98 downregulated genes, in GC The 21 upregulated genes were mainly enriched in extracellular matrix-receptor interaction, focal adhesion, and transforming growth factor-beta signaling, while the 98 downregulated genes were significantly associated with gastric acid secretion, retinol metabolism, and metabolism of xenobiotics by cytochrome P450. Thirty hub DEGs were obtained for further analysis. Twenty-five of the 30 hub DEG5 were significantly associated with the prognosis of GC, and 21 of the 25 hub DEG5 showed consistent expression trends within the 3 profile datasets. KEGG reanalysis of these 21 hub DEGs showed that COL1A1, COL1A2, COL2A1, COL11A1, THBS2, and SPP1 were mainly enriched in the extracellular matrix-receptor interaction pathways. Conclusions: We identified 6 genes that were significantly related to the prognosis of GC patients. These genes and pathways could serve as potential prognostic markers and be used to develop treatments for GC patients.
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页数:11
相关论文
共 42 条
[1]  
Assidi Mourad, 2019, Tumour Biol, V41, p1010428319863627, DOI 10.1177/1010428319863627
[2]  
Badea L, 2008, HEPATO-GASTROENTEROL, V55, P2016
[3]   IDENTIFICATION AND CHARACTERIZATION OF THE HUMAN TYPE-II COLLAGEN GENE (COL2A1) [J].
CHEAH, KSE ;
STOKER, NG ;
GRIFFIN, JR ;
GROSVELD, FG ;
SOLOMON, E .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1985, 82 (09) :2555-2559
[4]   Cancer Statistics in China, 2015 [J].
Chen, Wanqing ;
Zheng, Rongshou ;
Baade, Peter D. ;
Zhang, Siwei ;
Zeng, Hongmei ;
Bray, Freddie ;
Jemal, Ahmedin ;
Yu, Xue Qin ;
He, Jie .
CA-A CANCER JOURNAL FOR CLINICIANS, 2016, 66 (02) :115-132
[5]   Colorectal carcinogenesis is associated with stromal expression of COL11A1 and COL5A2 [J].
Fischer, H ;
Stenling, R ;
Rubio, C ;
Lindblom, A .
CARCINOGENESIS, 2001, 22 (06) :875-878
[6]   Alteration and prognostic values of collagen gene expression in patients with gastric cancer under different treatments [J].
Gao, Xiaoyu ;
Zhong, Suhua ;
Tong, Yan ;
Liang, Yushan ;
Feng, Guofei ;
Zhou, Xiaoying ;
Zhang, Zhe ;
Huang, Guangwu .
PATHOLOGY RESEARCH AND PRACTICE, 2020, 216 (03)
[7]   Autosomal dominant rhegmatogenous retinal detachment associated with an Arg453Ter mutation in the COL2A1 gene [J].
Go, SL ;
Maugeri, A ;
Mulder, JJS ;
van Driel, MA ;
Cremers, FPM ;
Hoyng, CB .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2003, 44 (09) :4035-4043
[8]   Identification of the collagen type 1 alpha 1 gene (COL1A1) as a candidate survival-related factor associated with hepatocellular carcinoma [J].
Hayashi, Masamichi ;
Nomoto, Shuji ;
Hishida, Mitsuhiro ;
Inokawa, Yoshikuni ;
Kanda, Mitsuro ;
Okamura, Yukiyasu ;
Nishikawa, Yoko ;
Tanaka, Chie ;
Kobayashi, Daisuke ;
Yamada, Suguru ;
Nakayama, Goro ;
Fujii, Tsutomu ;
Sugimoto, Hiroyuki ;
Koike, Masahiko ;
Fujiwara, Michitaka ;
Takeda, Shin ;
Kodera, Yasuhiro .
BMC CANCER, 2014, 14
[9]   Downregulation of ALDOB is associated with poor prognosis of patients with gastric cancer [J].
He, Jun ;
Jin, Yi ;
Chen, Yuan ;
Yao, Hai-Bo ;
Xia, Ying-Jie ;
Ma, Ying-Yu ;
Wang, Wei ;
Shao, Qin-Shu .
ONCOTARGETS AND THERAPY, 2016, 9 :6099-6109
[10]   Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources [J].
Huang, Da Wei ;
Sherman, Brad T. ;
Lempicki, Richard A. .
NATURE PROTOCOLS, 2009, 4 (01) :44-57