14 February 2020 : Laboratory Research
Identification of Hub Genes and Pathways in Gastric Adenocarcinoma Based on Bioinformatics Analysis
Jieping Qiu1ABCDEF, Mengyu Sun1BD, Yaoqun Wang1BC, Bo Chen2ADG*DOI: 10.12659/MSM.920261
Med Sci Monit 2020; 26:e920261
Abstract
BACKGROUND: Gastric adenocarcinoma accounts for 95% of all gastric malignant tumors. The purpose of this research was to identify differentially expressed genes (DEGs) of gastric adenocarcinoma by use of bioinformatics methods.
MATERIAL AND METHODS: The gene microarray datasets of GSE103236, GSE79973, and GSE29998 were imported from the GEO database, containing 70 gastric adenocarcinoma samples and 68 matched normal samples. Gene ontology (GO) and KEGG analysis were applied to screened DEGs; Cytoscape software was used for constructing protein-protein interaction (PPI) networks and to perform module analysis of the DEGs. UALCAN was used for prognostic analysis.
RESULTS: We identified 2909 upregulated DEGs (uDEGs) and 7106 downregulated DEGs (dDEGs) of gastric adenocarcinoma. The GO analysis showed uDEGs were enriched in skeletal system development, cell adhesion, and biological adhesion. KEGG pathway analysis showed uDEGs were enriched in ECM-receptor interaction, focal adhesion, and Cytokine-cytokine receptor interaction. The top 10 hub genes – COL1A1, COL3A1, COL1A2, BGN, COL5A2, THBS2, TIMP1, SPP1, PDGFRB, and COL4A1 – were distinguished from the PPI network. These 10 hub genes were shown to be significantly upregulated in gastric adenocarcinoma tissues in GEPIA. Prognostic analysis of the 10 hub genes via UALCAN showed that the upregulated expression of COL3A1, COL1A2, BGN, and THBS2 significantly reduced the survival time of gastric adenocarcinoma patients. Module analysis revealed that gastric adenocarcinoma was related to 2 pathways: including focal adhesion signaling and ECM-receptor interaction.
CONCLUSIONS: This research distinguished hub genes and relevant signal pathways, which contributes to our understanding of the molecular mechanisms, and could be used as diagnostic indicators and therapeutic biomarkers for gastric adenocarcinoma.
Keywords: Tumor Markers, Biological, Computational Biology, Datasets as Topic, Gastric Mucosa, Gene Regulatory Networks, Oligonucleotide Array Sequence Analysis, Protein Interaction Mapping, Protein Interaction Maps, Time Factors
Editorial
01 October 2024 : Editorial
Editorial: Potentials and Pitfalls in Targeting Glucagon-Like Peptide-1 (GLP-1) in the Management of Increasing Levels of ObesityDOI: 10.12659/MSM.946675
Med Sci Monit 2024; 30:e946675
In Press
Clinical Research
Impact of Manual Sustained Inflation vs Stepwise PEEP on Pulmonary and Cerebral Outcomes in Carotid Endarte...Med Sci Monit In Press; DOI: 10.12659/MSM.944936
Clinical Research
Predicting Vaginal Delivery Success: Role of Intrapartum Transperineal Ultrasound Angle of Descent at a Sin...Med Sci Monit In Press; DOI: 10.12659/MSM.945458
Review article
Comprehensive Analysis of UBE-Related Complications: Prevention and Management Strategies from 4685 PatientsMed Sci Monit In Press; DOI: 10.12659/MSM.944018
Clinical Research
Predicting Neonatal Hypoglycemia Using AI Neural Networks in Infants from Mothers with Gestational Diabetes...Med Sci Monit In Press; DOI: 10.12659/MSM.944513
Most Viewed Current Articles
17 Jan 2024 : Review article 6,056,766
Vaccination Guidelines for Pregnant Women: Addressing COVID-19 and the Omicron VariantDOI :10.12659/MSM.942799
Med Sci Monit 2024; 30:e942799
14 Dec 2022 : Clinical Research 1,848,323
Prevalence and Variability of Allergen-Specific Immunoglobulin E in Patients with Elevated Tryptase LevelsDOI :10.12659/MSM.937990
Med Sci Monit 2022; 28:e937990
16 May 2023 : Clinical Research 693,672
Electrophysiological Testing for an Auditory Processing Disorder and Reading Performance in 54 School Stude...DOI :10.12659/MSM.940387
Med Sci Monit 2023; 29:e940387
07 Jan 2022 : Meta-Analysis 257,970
Efficacy and Safety of Light Therapy as a Home Treatment for Motor and Non-Motor Symptoms of Parkinson Dise...DOI :10.12659/MSM.935074
Med Sci Monit 2022; 28:e935074