Identification of Biomarkers Based on Differentially Expressed Genes in Papillary Thyroid Carcinoma

被引:38
作者
Han, Jun [1 ]
Chen, Meijun [1 ]
Wang, Yihan [2 ]
Gong, Boxuan [3 ]
Zhuang, Tianwei [4 ]
Liang, Lingyu [5 ]
Qiao, Hong [1 ]
机构
[1] Harbin Med Univ, Affiliated Hosp 2, Dept Endoerinol & Metab, Harbin 150001, Heilongjiang, Peoples R China
[2] Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin 150081, Heilongjiang, Peoples R China
[3] Dalian Univ Technol, Fac Vehicle Engn & Mech, Dalian 116024, Peoples R China
[4] Mu Danjiang Med Univ, Dept Endoerinol & Metab, Affiliated Hongqi Hosp, Mu Danjiang 157000, Peoples R China
[5] Hebei Prov Eye Hosp, Internal Med, Xingtai 054001, Hebei, Peoples R China
基金
中国国家自然科学基金;
关键词
INCREASING INCIDENCE; CANCER PROGRESSION; CELL-ADHESION; UNITED-STATES; RNA; TRANSCRIPTS; INTEGRATION; RELEVANT; NETWORKS; FEATURES;
D O I
10.1038/s41598-018-28299-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The incidence of papillary thyroid carcinoma (PTC) is increasing rapidly throughout the world. Hence, there is an urgent need for identifying more specific and sensitive biomarkers to explorate the pathogenesis of PTC. In this study, three pairs of stage I PTC tissues and matched normal adjacent tissues were sequenced by RNA-Seq, and 719 differentially expressed genes (DEGs) were screened. KEGG pathway enrichment analyses indicated that the DEGs were significantly enriched in 28 pathways. A total of 18 nodes consisting of 20 DEGs were identified in the top 10% of KEGG integrated networks. The functions of DEGs were further analysed by GO. The 13 selected genes were confirmed by qRT-PCR in 16 stage I PTC patients and by The Cancer Genome Atlas (TCGA) database. The relationship interactions between DEGs were analysed by protein-protein interaction networks and chromosome localizations. Finally, four newly discovered genes, COMP, COL3A1, ZAP70, and CD247, were found to be related with PTC clinical phenotypes, and were confirmed by Spearman's correlation analyses in TCGA database. These four DEGs might be promising biomarkers for early-stage PTC, and provide an experimental foundation for further exploration of the pathogenesis of early-stage PTC.
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页数:11
相关论文
共 51 条
[1]   High Diagnostic Accuracy Based on CLDN10, HMGA2, and LAMB3 Transcripts in Papillary Thyroid Carcinoma [J].
Barros-Filho, Mateus Camargo ;
Marchi, Fabio Albuquerque ;
Pinto, Clovis Antonio ;
Rogatto, Silvia Regina ;
Kowalski, Luiz Paulo .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2015, 100 (06) :E890-E899
[2]   The Thyroid Gland: A Crossroad in Inflammation-Induced Carcinoma? An Ongoing Debate with New Therapeutic Potential [J].
Bozec, A. ;
Lassalle, S. ;
Hofman, V. ;
Ilie, M. ;
Santini, J. ;
Hofman, P. .
CURRENT MEDICINAL CHEMISTRY, 2010, 17 (30) :3449-3461
[3]   Increasing Incidence of Differentiated Thyroid Cancer in the United States, 1988-2005 [J].
Chen, Amy Y. ;
Jemal, Ahmedin ;
Ward, Elizabeth M. .
CANCER, 2009, 115 (16) :3801-3807
[4]   Identifying protein complexes and functional modules-from static PPI networks to dynamic PPI networks [J].
Chen, Bolin ;
Fan, Weiwei ;
Liu, Juan ;
Wu, Fang-Xiang .
BRIEFINGS IN BIOINFORMATICS, 2014, 15 (02) :177-194
[5]   Expression profiles of pivotal microRNAs and targets in thyroid papillary carcinoma: an analysis of The Cancer Genome Atlas [J].
Cong, Dan ;
He, Mengzi ;
Chen, Silin ;
Liu, Xiaoli ;
Liu, Xiaodong ;
Sun, Hui .
ONCOTARGETS AND THERAPY, 2015, 8 :2271-2277
[6]  
Crijns APG, 2009, PLOS MED, V6, P181, DOI 10.1371/journal.pmed.1000024
[7]   Cancer Hallmarks, Biomarkers and Breast Cancer Molecular Subtypes [J].
Dai, Xiaofeng ;
Xiang, Liangjian ;
Li, Ting ;
Bai, Zhonghu .
JOURNAL OF CANCER, 2016, 7 (10) :1281-1294
[8]   Genes Upregulated in Prostate Cancer Reactive Stroma Promote Prostate Cancer Progression In Vivo [J].
Dakhova, Olga ;
Rowley, David ;
Ittmann, Michael .
CLINICAL CANCER RESEARCH, 2014, 20 (01) :100-109
[9]   Early Dysregulation of Cell Adhesion and Extracellular Matrix Pathways in Breast Cancer Progression [J].
Emery, Lyndsey A. ;
Tripathi, Anusri ;
King, Chialin ;
Kavanah, Maureen ;
Mendez, Jane ;
Stone, Michael D. ;
de las Morenas, Antonio ;
Sebastiani, Paola ;
Rosenberg, Carol L. .
AMERICAN JOURNAL OF PATHOLOGY, 2009, 175 (03) :1292-1302
[10]   Rising Thyroid Cancer Incidence in the United States by Demographic and Tumor Characteristics, 1980-2005 [J].
Enewold, Lindsey ;
Zhu, Kangmin ;
Ron, Elaine ;
Marrogi, Aizen J. ;
Stojadinovic, Alexander ;
Peoples, George E. ;
Devesa, Susan S. .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2009, 18 (03) :784-791