Identification of key genes and pathways of thyroid cancer by integrated bioinformatics analysis

被引:47
作者
Liu, Lu [1 ]
He, Chen [2 ]
Zhou, Qing [3 ]
Wang, Ganlu [1 ]
Lv, Zhiwu [1 ]
Liu, Jintao [1 ]
机构
[1] 8th Peoples Hosp Shenzhen, Peoples Hosp Baoan Shenzhen, Ctr Digest Dis, Dept Gastroenterol, Shenzhen 518101, Guangdong, Peoples R China
[2] Shenzhen Univ, Affiliated Hosp 1, Shenzhen Peoples Hosp 2, Dept Ophthalmol, Shenzhen, Guangdong, Peoples R China
[3] 8th Peoples Hosp Shenzhen, Peoples Hosp Baoan Shenzhen, Dept Cent Lab, Shenzhen, Guangdong, Peoples R China
关键词
bioinformatics; differentially expressed genes; GEO; robust rank aggregation; thyroid cancer; WEB SERVER; CARCINOMA; METAANALYSIS; METASTASIS; BIOMARKERS;
D O I
10.1002/jcp.28932
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Thyroid cancer is a common endocrine malignancy with a rapidly increasing incidence worldwide. Although its mortality is steady or declining because of earlier diagnoses, its survival rate varies because of different tumour types. Thus, the aim of this study was to identify key biomarkers and novel therapeutic targets in thyroid cancer. The expression profiles of GSE3467, GSE5364, GSE29265 and GSE53157 were downloaded from the Gene Expression Omnibus database, which included a total of 97 thyroid cancer and 48 normal samples. After screening significant differentially expressed genes (DEGs) in each data set, we used the robust rank aggregation method to identify 358 robust DEGs, including 135 upregulated and 224 downregulated genes, in four datasets. Gene Ontology and Kyoto Encyclopaedia of Genes and Genomes pathway enrichment analyses of DEGs were performed by DAVID and the KOBAS online database, respectively. The results showed that these DEGs were significantly enriched in various cancer-related functions and pathways. Then, the STRING database was used to construct the protein-protein interaction network, and modules analysis was performed. Finally, we filtered out five hub genes, including LPAR5, NMU, FN1, NPY1R, and CXCL12, from the whole network. Expression validation and survival analysis of these hub genes based on the The Cancer Genome Atlas database suggested the robustness of the above results. In conclusion, these results provided novel and reliable biomarkers for thyroid cancer, which will be useful for further clinical applications in thyroid cancer diagnosis, prognosis and targeted therapy.
引用
收藏
页码:23647 / 23657
页数:11
相关论文
共 37 条
[1]  
[Anonymous], ACTA ONCOLOGICA
[2]   Thyroid Cancer [J].
Carling, Tobias ;
Udelsman, Robert .
ANNUAL REVIEW OF MEDICINE, VOL 65, 2014, 65 :125-137
[3]  
Chen XJ, 2015, ONCOTARGET, V6, P37553, DOI 10.18632/oncotarget.6065
[4]   cytoHubba: identifying hub objects and sub-networks from complex interactome [J].
Chin, Chia-Hao ;
Chen, Shu-Hwa ;
Wu, Hsin-Hung ;
Ho, Chin-Wen ;
Ko, Ming-Tat ;
Lin, Chung-Yen .
BMC SYSTEMS BIOLOGY, 2014, 8
[5]  
Frech G, 1998, FEMS MICROBIOL LETT, V167, P263, DOI 10.1111/j.1574-6968.1998.tb13237.x
[6]   Involvement of LPA receptor-5 in the enhancement of cell motile activity by phorbol ester and anticancer drug treatments in melanoma A375 cells [J].
Fukushima, Kaori ;
Takahashi, Kaede ;
Kurokawa, Aya ;
Ishimoto, Kaichi ;
Otagaki, Shiho ;
Minami, Kanako ;
Fukushima, Nobuyuki ;
Honoki, Kanya ;
Tsujiuchi, Toshifumi .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2018, 496 (01) :225-230
[7]  
Han L, 2018, J CANCER RES THER, V14, pS22, DOI 10.4103/0973-1482.180678
[8]   The role of microRNA genes in papillary thyroid carcinoma [J].
He, HL ;
Jazdzewski, K ;
Li, W ;
Liyanarachchi, S ;
Nagy, R ;
Volinia, S ;
Calin, GA ;
Liu, CG ;
Franssila, K ;
Suster, S ;
Kloos, RT ;
Croce, CM ;
de la Chapelle, A .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (52) :19075-19080
[9]   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
[10]   Diverse effects of LPA4, LPA5 and LPA6 on the activation of tumor progression in pancreatic cancer cells [J].
Ishii, Shuhei ;
Hirane, Miku ;
Fukushima, Kaori ;
Tomimatsu, Ayaka ;
Fukushima, Nobuyuki ;
Tsujiuchi, Toshifumi .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2015, 461 (01) :59-64