RNA Sequencing and Bioinformatic Analysis on Retinoblastoma Revealing that Cell Cycle Deregulation Is a Key Process in Retinoblastoma Tumorigenesis

被引:10
作者
Nie, Cong [1 ]
Ma, Huan [1 ]
Gao, Yang [1 ]
Li, Jinmiao [1 ]
Tang, Zhixin [1 ]
Chen, Ying [1 ]
Lu, Rong [1 ]
机构
[1] Sun Yat Sen Univ, Dept Orbital Dis & Ocular Oncol, State Key Lab Ophthalmol, Zhongshan Ophthalm Ctr, 54 Xianlie South Rd, Guangzhou 510060, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Retinoblastoma; RNA sequencing; Bioinformatic analysis; Cell cycle; MATRIX-ASSOCIATED PROTEIN; REDUCTASE R2 COMPONENT; REGULATED NUCLEAR; TUMOR-GROWTH; CANCER; EXPRESSION; UBE2C; BUB1; OVEREXPRESSION; GENE;
D O I
10.1159/000506993
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
Purpose: Retinoblastoma (RB) is a primary pediatric ocular malignancy that can be fatal with inadequate treatment. While multimodal treatments are applied for eye salvage, vision loss and metastasis can occur in some patients. The present study aimed to explore key pathways and factors in RB pathogenesis, which could be potential targets for novel RB treatments. Methods: RNA sequencing was performed on three RB tissues and referenced with three normal retinas. Differentially expressed genes (DEGs) were identified from sequencing data and further analyzed with clustering analysis, function and pathway enrichment, protein-protein interaction (PPI), and data-mining analysis in order to screen for tumorigenic relevancy. Results: A total of 331 DEGs were identified by clustering analysis of RB tissues, and the expression patterns were significantly distinguishable from normal retinas. Function and pathway enrichment and PPI analysis together showed that cell cycle was the most prominently upregulated pathway found in RB tissues. Following comprehensive bioinformatic analyses, six key genes relevant to cell cycle regulation were identified, namely BUB1, RRM2, TPX2, UBE2C, NUSAP1, and DTL. Conclusions: Cell cycle pathway and six relevant genes may be potential key factors in RB tumorigenesis and laying the foundation for prospective investigation on development of novel targeted therapies.
引用
收藏
页码:51 / 59
页数:9
相关论文
共 41 条
[1]   Ribonucleotide reductase and cancer: biological mechanisms and targeted therapies [J].
Aye, Y. ;
Li, M. ;
Long, M. J. C. ;
Weiss, R. S. .
ONCOGENE, 2015, 34 (16) :2011-2021
[2]   MiR-30a-5p suppresses tumor growth in colon carcinoma by targeting DTL [J].
Baraniskin, Alexander ;
Birkenkamp-Demtroder, Karin ;
Maghnouj, Abdelouahid ;
Zoellner, Hannah ;
Munding, Johanna ;
Klein-Scory, Susanne ;
Reinacher-Schick, Anke ;
Schwarte-Waldhoff, Irmgard ;
Schmiegel, Wolff ;
Hahn, Stephan A. .
CARCINOGENESIS, 2012, 33 (04) :732-739
[3]   DHS (trans-4,4′-dihydroxystilbene) suppresses DNA replication and tumor growth by inhibiting RRM2 (ribonucleotide reductase regulatory subunit M2) [J].
Chen, Chi-Wei ;
Li, Yongming ;
Hu, Shuya ;
Zhou, Wei ;
Meng, Yunxiao ;
Li, Zongzhu ;
Zhang, Yi ;
Sun, Jing ;
Bob, Zhou ;
DePamphilis, Melvin L. ;
Yen, Yun ;
Han, Zhiyong ;
Zhu, Wenge .
ONCOGENE, 2019, 38 (13) :2364-2379
[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]   DAVID: Database for annotation, visualization, and integrated discovery [J].
Dennis, G ;
Sherman, BT ;
Hosack, DA ;
Yang, J ;
Gao, W ;
Lane, HC ;
Lempicki, RA .
GENOME BIOLOGY, 2003, 4 (09)
[6]   Loss of RB1 induces non-proliferative retinoma:: increasing genomic instability correlates with progression to retinoblastoma [J].
Dimaras, Helen ;
Khetan, Vikas ;
Halliday, William ;
Orlic, Marija ;
Prigoda, Nadia L. ;
Piovesan, Beata ;
Marrano, Paula ;
Corson, Timothy W. ;
Eagle, Ralph C., Jr. ;
Squire, Jeremy A. ;
Gallie, Brenda L. .
HUMAN MOLECULAR GENETICS, 2008, 17 (10) :1363-1372
[7]  
Fan HZ, 1998, CANCER RES, V58, P1650
[8]   Ribonucleotide reductase R2 component is a novel malignancy determinant that cooperates with activated oncogenes to determine transformation and malignant potential [J].
Fan, HZ ;
Villegas, C ;
Wright, JA .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1996, 93 (24) :14036-14040
[9]   A HUMAN DNA SEGMENT WITH PROPERTIES OF THE GENE THAT PREDISPOSES TO RETINOBLASTOMA AND OSTEOSARCOMA [J].
FRIEND, SH ;
BERNARDS, R ;
ROGELJ, S ;
WEINBERG, RA ;
RAPAPORT, JM ;
ALBERT, DM ;
DRYJA, TP .
NATURE, 1986, 323 (6089) :643-646
[10]   NUSAP 1 Expression Is Upregulated by Loss of RB1 in Prostate Cancer Cells [J].
Gordon, Catherine A. ;
Gulzar, Zulfiqar G. ;
Brooks, James D. .
PROSTATE, 2015, 75 (05) :517-526