Identification of key candidate genes and pathways in follicular variant papillary thyroid carcinoma by integrated bioinformatical analysis

被引:6
作者
Jing, Lanyu [1 ]
Xia, Fada [1 ]
Du, Xin [1 ]
Jiang, Bo [1 ]
Chen, Yong [1 ]
Li, Xinying [1 ]
机构
[1] Cent South Univ, Xiangya Hosp, Dept Gen Surg, 87 Xiangya Rd, Changsha 410008, Peoples R China
基金
中国国家自然科学基金;
关键词
Follicular variant papillary thyroid carcinoma (FVPTC); bioinformatics; protein-protein interaction network (PPI network); hub gene; receiver operating characteristic (ROC); DIFFERENTIAL-DIAGNOSIS; CANCER CELLS; EXPRESSION; INVASION; FEATURES; RECEPTOR; IMPACT;
D O I
10.21037/tcr.2019.11.38
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Follicular variant papillary thyroid carcinoma (FVPTC) is a heterogeneous group of tumors that differ morphologically, genetically, and clinically. This study aimed to investigate the gene mutation and gene expression profiles, especially the pathways in the interaction network and the diagnostic approaches of candidate markers of FVPTC. Methods: The clinicopathological characteristics, gene mutation types, and mRNA expression profiles of patients with FVPTC were studied utilizing the data downloaded from The Cancer Genome Atlas (TCGA) database. Differentially expressed genes (DEGs) were identified, and functional enrichment analysis was applied. A protein-protein interaction (PPI) network was constructed to identify hub genes and receiver operating characteristic (ROC) analysis was used to evaluate candidate gene diagnostic values. Results: RAS and BRAF mutations were the predominant mutation types in FVPTC. FVPTC was significantly correlated with the absence of extrathyroidal extension, lower N stage, and the low occurrence rate of BRAF mutation compared to classical PTC. Two thousand three hundred and forty-two FVPTC-related differentially expressed mRNAs (DEGs) and 420 FVPTC-specific DEGs were identified in this study. Function enrichment analysis revealed that these DEGs were involved in some pathways in cancer, including the PI3K-Akt signaling pathway and MAPK signaling pathways. The PPI network was constructed from 420 FVPTC-specific DEGs, and a sub-network, including 12 genes and 10 hub genes, was verified. Conclusions: FVPTC was identified significantly relevant to remarkable alterations of gene mutation, DEGs, related pathways and the diagnostic performance of hub genes. Our study might provide further insights into the investigation of the tumorigenesis mechanism of FVPTC and assist in the discovery of new candidate diagnostic markers for FVPTC.
引用
收藏
页码:477 / +
页数:19
相关论文
共 40 条
[1]   Integrated Genomic Characterization of Papillary Thyroid Carcinoma [J].
Agrawal, Nishant ;
Akbani, Rehan ;
Aksoy, B. Arman ;
Ally, Adrian ;
Arachchi, Harindra ;
Asa, Sylvia L. ;
Auman, J. Todd ;
Balasundaram, Miruna ;
Balu, Saianand ;
Baylin, Stephen B. ;
Behera, Madhusmita ;
Bernard, Brady ;
Beroukhim, Rameen ;
Bishop, Justin A. ;
Black, Aaron D. ;
Bodenheimer, Tom ;
Boice, Lori ;
Bootwalla, Moiz S. ;
Bowen, Jay ;
Bowlby, Reanne ;
Bristow, Christopher A. ;
Brookens, Robin ;
Brooks, Denise ;
Bryant, Robert ;
Buda, Elizabeth ;
Butterfield, Yaron S. N. ;
Carling, Tobias ;
Carlsen, Rebecca ;
Carter, Scott L. ;
Carty, Sally E. ;
Chan, Timothy A. ;
Chen, Amy Y. ;
Cherniack, Andrew D. ;
Cheung, Dorothy ;
Chin, Lynda ;
Cho, Juok ;
Chu, Andy ;
Chuah, Eric ;
Cibulskis, Kristian ;
Ciriello, Giovanni ;
Clarke, Amanda ;
Clayman, Gary L. ;
Cope, Leslie ;
Copland, John A. ;
Covington, Kyle ;
Danilova, Ludmila ;
Davidsen, Tanja ;
Demchok, John A. ;
DiCara, Daniel ;
Dhalla, Noreen .
CELL, 2014, 159 (03) :676-690
[2]   A PML/Slit Axis Controls Physiological Cell Migration and Cancer Invasion in the CNS [J].
Amodeo, Valeria ;
Deli, A. ;
Betts, Joanne ;
Bartesaghi, Stefano ;
Zhang, Ying ;
Richard-Londt, Angela ;
Ellis, Matthew ;
Roshani, Rozita ;
Vouri, Mikaella ;
Galavotti, Sara ;
Oberndorfer, Sarah ;
Leite, Ana Paula ;
Mackay, Alan ;
Lampada, Aikaterini ;
Stratford, Eva Wessel ;
Li, Ningning ;
Dinsdale, David ;
Grimwade, David ;
Jones, Chris ;
Nicotera, Pierluigi ;
Michod, David ;
Brandner, Sebastian ;
Salomoni, Paolo .
CELL REPORTS, 2017, 20 (02) :411-426
[3]   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
[4]   Current Thyroid Cancer Trends in the United States [J].
Davies, Louise ;
Welch, H. Gilbert .
JAMA OTOLARYNGOLOGY-HEAD & NECK SURGERY, 2014, 140 (04) :317-322
[5]   Epigenetic inactivation of SLIT3 and SLIT1 genes in human cancers [J].
Dickinson, RE ;
Dallol, A ;
Bieche, I ;
Krex, D ;
Morton, D ;
Maher, ER ;
Latif, F .
BRITISH JOURNAL OF CANCER, 2004, 91 (12) :2071-2078
[6]   Molecular profiling of thyroid nodule fine-needle aspiration cytology [J].
Eszlinger, Markus ;
Lau, Lorraine ;
Ghaznavi, Sana ;
Symonds, Christopher ;
Chandarana, Shamir P. ;
Khalil, Moosa ;
Paschke, Ralf .
NATURE REVIEWS ENDOCRINOLOGY, 2017, 13 (07) :415-424
[7]  
Ferlay J., 2013, GLOBOCAN 2012 CANC I
[8]   Retinoic acid receptor and retinoid X receptor subtype expression for the differential diagnosis of thyroid neoplasms [J].
Hoftijzer, Hendrieke C. ;
Liu, Ying Y. ;
Morreau, Hans ;
van Wezel, Ton ;
Pereira, Alberto M. ;
Corssmit, Eleonora P. M. ;
Romijn, Johannes A. ;
Smit, Johannes W. A. .
EUROPEAN JOURNAL OF ENDOCRINOLOGY, 2009, 160 (04) :631-638
[9]   Prognostic impact of vascular invasion in differentiated thyroid carcinoma: a systematic review and meta-analysis [J].
Huy Gia Vuong ;
Kondo, Tetsuo ;
Duong, Uyen N. P. ;
Thong Quang Pham ;
Oishi, Naoki ;
Mochizuki, Kunio ;
Nakazawa, Tadao ;
Hassell, Lewis ;
Katoh, Ryohei .
EUROPEAN JOURNAL OF ENDOCRINOLOGY, 2017, 177 (02) :207-216
[10]   Protumorigenic Role of HAPLN1 and Its IgV Domain in Malignant Pleural Mesothelioma [J].
Ivanova, Alla V. ;
Goparaju, Chandra M. V. ;
Ivanov, Sergey V. ;
Nonaka, Daisuke ;
Cruz, Christina ;
Beck, Amanda ;
Lonardo, Fulvio ;
Wali, Anil ;
Pass, Harvey I. .
CLINICAL CANCER RESEARCH, 2009, 15 (08) :2602-2611