Integrated bioinformatics analysis reveals CDK1 and PLK1 as potential therapeutic targets of lung adenocarcinoma

被引:7
|
作者
Li, Shuzhen [1 ]
Li, Hua [1 ]
Cao, Yajie [1 ]
Geng, Haiying [1 ]
Ren, Fu [2 ]
Li, Keyan [3 ]
Dai, Chunmei [4 ]
Li, Ning [1 ,2 ]
机构
[1] Jinzhou Med Univ, Dept Biochem & Mol Biol, Coll Basic Med, Jinzhou, Liaoning, Peoples R China
[2] Jinzhou Med Univ, Liaoning Prov Key Lab Human Phenome Res, Jinzhou, Liaoning, Peoples R China
[3] Jinzhou Med Univ, Affiliated Hosp 1, Dept Cardiol, Jinzhou, Liaoning, Peoples R China
[4] Jinzhou Med Univ, Sch Pharm, Jinzhou, Liaoning, Peoples R China
关键词
bioinformatics analysis; biomarkers; differentially expressed genes; lung adenocarcinoma; prognosis; GENE-EXPRESSION OMNIBUS; CANCER-THERAPY; WEB SERVER; CELL; RESISTANCE; IDENTIFICATION; INHIBITORS; PACKAGE; BREAST; AURORA;
D O I
10.1097/MD.0000000000026474
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
This study is to identify potential biomarkers and therapeutic targets for lung adenocarcinoma (LUAD). GSE6044 and GSE118370 raw data from the Gene Expression Omnibus database were normalized with Robust Multichip Average. After merging these two datasets, the combat function of sva packages was used to eliminate batch effects. Then, limma packages were used to filtrate differentially expressed genes. We constructed protein-protein interaction relationships using STRING database and hub genes were identified based on connectivity degrees. The cBioportal database was used to explore the alterations of the hub genes. The promoter methylation of cyclin dependent kinase 1 (CDK1) and polo-like Kinase 1 (PLK1) and their association with tumor immune infiltration in patients with LUAD were investigated using DiseaseMeth version 2.0 and TIMER databases. The Cancer Genome Atlas-LUAD dataset was used to perform gene set enrichment analysis. We identified 10 hub genes, which were upregulated in LUAD, among which 8 were successfully verified in the Cancer Genome Atlas and Oncomine databases. Kaplan-Meier analysis indicated that the expressions of CDK1 and PLK1 in LUAD patients were associated with overall survival and disease-free survival. The methylation levels in the promoter regions of these 2 genes in LUAD patients were lower than those in normal lung tissues. Their expressions in LUAD were associated with tumor stages and relative abundance of tumor infiltrating immune cells, such as B cells, CD4+ T cells, and macrophages. Moreover, cell cycle, DNA replication, homologous recombination, mismatch repair, P53 signaling pathway, and small cell lung cancer signaling were significantly enriched in CDK1 and PLK1 high expression phenotype. CDK1 and PLK1 may be used as potential biomarkers and therapeutic targets for LUAD.
引用
收藏
页数:12
相关论文
共 50 条
  • [11] PLK1 AS A POTENTIAL THERAPEUTIC TARGET FOR DIPG
    Amani, Vladimir
    Venkataraman, Sujatha
    Prince, Eric
    Birks, Diane
    Balakrishnan, Ilango
    Donson, Andrew
    Griesinger, Andrea
    Harris, Peter
    Foreman, Nicholas
    Vibhakar, Rajeev
    NEURO-ONCOLOGY, 2015, 17 : 4 - 4
  • [12] Sequential phosphorylation of Nedd1 by Cdk1 and Plk1 is required for targeting of the γTuRC to the centrosome
    Zhang, Xiaoyan
    Chen, Qiang
    Feng, Jia
    Hou, Junjie
    Yang, Fuquan
    Liu, Junjun
    Jiang, Qing
    Zhang, Chuanmao
    JOURNAL OF CELL SCIENCE, 2009, 122 (13) : 2240 - 2251
  • [13] Prognostic and immunological characteristics of CDK1 in lung adenocarcinoma: A systematic analysis
    Du, Qingwu
    Liu, Wenting
    Mei, Ting
    Wang, Jingya
    Qin, Tingting
    Huang, Dingzhi
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [14] Differential control of Eg5-dependent centrosome EMBO separation by Plk1 and Cdk1
    Smith, Ewan
    Hegarat, Nadia
    Vesely, Clare
    Roseboom, Isaac
    Larch, Chris
    Streicher, Hansjoerg
    Straatman, Kornelis
    Flynn, Helen
    Skehel, Mark
    Hirota, Toru
    Kuriyama, Ryoko
    Hochegger, Helfrid
    EMBO JOURNAL, 2011, 30 (11): : 2233 - 2245
  • [15] Choice of Plk1 docking partners during mitosis and cytokinesis is controlled by the activation state of Cdk1
    Rüdiger Neef
    Ulrike Gruneberg
    Robert Kopajtich
    Xiuling Li
    Erich A. Nigg
    Herman Sillje
    Francis A. Barr
    Nature Cell Biology, 2007, 9 : 436 - 444
  • [16] Choice of Plk1 docking partners during mitosis and cytokinesis is controlled by the activation state of Cdk1
    Neef, Ruediger
    Gruneberg, Ulrike
    Kopajtich, Robert
    Li, Xiuling
    Nigg, Erich A.
    Sillje, Herman
    Barr, Francis A.
    NATURE CELL BIOLOGY, 2007, 9 (04) : 436 - U132
  • [17] FRET-Based Sorting of Live Cells Reveals Shifted Balance between PLK1 and CDK1 Activities During Checkpoint Recovery
    Lafranchi, Lorenzo
    Mullers, Erik
    Rutishauser, Dorothea
    Lindqvist, Arne
    CELLS, 2020, 9 (09)
  • [18] Phosphorylation-mediated stabilization of Bora in mitosis coordinates Plx1/Plk1 and Cdk1 oscillations
    Feine, Oren
    Hukasova, Elvira
    Bruinsma, Wytse
    Freire, Raimundo
    Fainsod, Abraham
    Gannon, Julian
    Mahbubani, Hiro M.
    Lindqvist, Arne
    Brandeis, Michael
    CELL CYCLE, 2014, 13 (11) : 1727 - 1736
  • [19] BUB1 and CENP-U, Primed by CDK1, Are the Main PLK1 Kinetochore Receptors in Mitosis
    Singh, Priyanka
    Pesenti, Marion E.
    Maffini, Stefano
    Carmignani, Sara
    Hedtfeld, Marius
    Petrovic, Arsen
    Srinivasamani, Anupallavi
    Bange, Tanja
    Musacchio, Andrea
    MOLECULAR CELL, 2021, 81 (01) : 67 - +
  • [20] G1/S phase progression is regulated by PLK1 degradation through the CDK1/βTrCP axis
    Giraldez, Servando
    Galindo-Moreno, Maria
    Cristina Limon-Mortes, M.
    Cristina Rivas, A.
    Herrero-Ruiz, Joaquin
    Mora-Santos, Mar
    Saez, Carmen
    Japon, Miguel A.
    Tortolero, Maria
    Romero, Francisco
    FASEB JOURNAL, 2017, 31 (07): : 2925 - 2936