Identification of potential key molecular biomarkers in lung adenocarcinoma by bioinformatics analysis

被引:3
作者
Guo, Pengyi [1 ]
Xu, Tinghui [1 ]
Jiang, Ying [2 ]
Shen, Wenming [1 ]
机构
[1] Ningbo Yinzhou 2 Hosp, Dept Cardiothorac Surg, 998 Qianhe Rd, Ningbo 315199, Peoples R China
[2] Ningbo Yinzhou 2 Hosp, Dept Gen Surg, Ningbo, Peoples R China
关键词
Lung adenocarcinoma (LUAD); bioinformatics analysis; differentially expressed genes (DEGs); genomes enrichment analysis; survival analysis; PROGNOSTIC-SIGNIFICANCE; CLINICAL-SIGNIFICANCE; POOR-PROGNOSIS; CYCLIN B1; EXPRESSION; CANCER; PROMOTES; GROWTH; CELLS; KI-67;
D O I
10.21037/tcr-21-2676
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Lung cancer is one of the most common malignant tumors in the world, of which the rate of incidence has continuously increased over recent years. Lung adenocarcinoma (LUAD) is the most frequent pathological type of lung cancer. Methods: In order to discover the key markers for the occurrence and development of LUAD, we collected messenger RNA (mRNA) expression datasets in the Gene Expression Omnibus (GEO), namely, GSE2514, GSE7670, and GSE40275. The differentially expressed genes (DEGs) were screened using the online interface between GEO and R (GEO2R). Then, DEGs were functionally annotated in the Database for Annotation, Visualization, and Integrated Discovery (DAVID). Next, a protein-protein interaction (PPI) network was drawn by using the Search Tool for the Retrieval of Interacting Genes (STRING) web tool and Cytoscape software. Finally, Kaplan-Meier plotter was utilized to analyze the overall survival (OS) of the hub genes. The correlation between fibroblast growth factor 2 (FGF2) and immune infiltration was studied by TIMER web services. Results: In this study, we obtained a total of 284 DEGs through the intersection of 3 datasets, and found that DEGs were highly related to biological processes such as "cell adhesion", "cell differentiation", and "cell proliferation". After that, the hub genes were obtained by analyzing the PPI network. Finally, we found that the abnormal expression of hub genes is obviously related to poor prognosis in LUAD patients. The expression level of FGF2 was positively correlated with the immune infiltration in LUAD. Conclusions: In general, the DEGs and hub genes can provide new research targets for the development of LUAD, as well as potential diagnosis and treatment strategies for disease treatment. In particular, FGF2 expression was found to be involved in the immune microenvironment of LUAD.
引用
收藏
页码:227 / 241
页数:15
相关论文
共 48 条
[1]   Clinical significance of Ki-67 and p53 expression in curatively resected non-small cell lung cancer [J].
Ahn, Hee Kyung ;
Jung, Minkyu ;
Ha, Seung-Yeon ;
Lee, Jae-Ik ;
Park, Inkeun ;
Kim, Young Saing ;
Hong, Junshik ;
Sym, Sun Jin ;
Park, Jinny ;
Shin, Dong Bok ;
Lee, Jae Hoon ;
Cho, Eun Kyung .
TUMOR BIOLOGY, 2014, 35 (06) :5735-5740
[2]   Current Status and Future Directions of the Immune Checkpoint Inhibitors Ipilimumab, Pembrolizumab, and Nivolumab in Oncology [J].
Barbee, Meagan S. ;
Ogunniyi, Adebayo ;
Horvat, Troy Z. ;
Dang, Thu-Oanh .
ANNALS OF PHARMACOTHERAPY, 2015, 49 (08) :907-937
[3]   AURKB as a target in non-small cell lung cancer with acquired resistance to anti-EGFR therapy [J].
Bertran-Alamillo, Jordi ;
Cattan, Valerie ;
Schoumacher, Marie ;
Codony-Servat, Jordi ;
Gimenez-Capitan, Ana ;
Cantero, Frederique ;
Burbridge, Mike ;
Rodriguez, Sonia ;
Teixido, Cristina ;
Roman, Ruth ;
Castellvi, Josep ;
Garcia-Roman, Silvia ;
Codony-Servat, Carles ;
Viteri, Santiago ;
Cardona, Andres-Felipe ;
Karachaliou, Niki ;
Rosell, Rafael ;
Molina-Vila, Miguel-Angel .
NATURE COMMUNICATIONS, 2019, 10 (1)
[4]   A homologue of Drosophila aurora kinase is oncogenic and amplified in human colorectal cancers [J].
Bischoff, JR ;
Anderson, L ;
Zhu, YF ;
Mossie, K ;
Ng, L ;
Souza, B ;
Schryver, B ;
Flanagan, P ;
Clairvoyant, F ;
Ginther, C ;
Chan, CSM ;
Novotny, M ;
Slamon, DJ ;
Plowman, GD .
EMBO JOURNAL, 1998, 17 (11) :3052-3065
[5]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21492, 10.3322/caac.21609]
[6]   L718Q mutant EGFR escapes covalent inhibition by stabilizing a non-reactive conformation of the lung cancer drug osimertinib [J].
Callegari, D. ;
Ranaghan, K. E. ;
Woods, C. J. ;
Minari, R. ;
Tiseo, M. ;
Mor, M. ;
Mulholland, A. J. ;
Lodola, A. .
CHEMICAL SCIENCE, 2018, 9 (10) :2740-2749
[7]   Expression and pharmacological inhibition of thymidylate synthase and Src kinase in nonsmall cell lung cancer [J].
Ceppi, Paolo ;
Rapa, Ida ;
Lo Iacono, Marco ;
Righi, Luisella ;
Giorcelli, Jessica ;
Pautasso, Marisa ;
Bille, Andrea ;
Ardissone, Francesco ;
Papotti, Mauro ;
Scagliotti, Giorgio V. .
INTERNATIONAL JOURNAL OF CANCER, 2012, 130 (08) :1777-1786
[8]   ALKBH5-m6A-FOXM1 signaling axis promotes proliferation and invasion of lung adenocarcinoma cells under intermittent hypoxia [J].
Chao, Yinghui ;
Shang, Jin ;
Ji, Weidong .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2020, 521 (02) :499-506
[9]   Thymidylate synthase and dihydrofolate reductase expression in non-small cell lung carcinoma: The association with treatment efficacy of pemetrexed [J].
Chen, Chung-Yu ;
Chang, Yih-Leong ;
Shih, Jin-Yuan ;
Lin, Jou-Wei ;
Chen, Kuan-Yu ;
Yang, Chih-Hsin ;
Yu, Chong-Jen ;
Yang, Pan-Chyr .
LUNG CANCER, 2011, 74 (01) :132-138
[10]   Molecular biology of lung cancer [J].
Cooper, Wendy A. ;
Lam, David C. L. ;
O'Toole, Sandra A. ;
Minna, John D. .
JOURNAL OF THORACIC DISEASE, 2013, 5 :S479-S490