Comprehensive analysis of the long non-coding RNA-associated competitive endogenous RNA network reveals novel prognostic biomarkers in Wilms' tumor

被引:2
作者
Liu, Zifeng [1 ]
Zhao, Wenbo [2 ]
Ren, Yuqing [3 ]
Liu, Chang [1 ]
Liu, Xun [2 ]
Xiao, Jian [4 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 3, Dept Clin Data Ctr, Guangzhou 510630, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 3, Dept Nephrol, Guangzhou 510630, Guangdong, Peoples R China
[3] Tianpeng Technol Co Ltd, Guangzhou 510600, Guangdong, Peoples R China
[4] Sun Yat Sen Univ, Dept Med Oncol, Affiliated Hosp 6, 19 Erheng Rd, Guangzhou 510655, Guangdong, Peoples R China
关键词
The Cancer Genome Atlas; long non-coding RNAs; overall survival; prognosis; RENAL TUMORS; CHILDHOOD-CANCER; PROLIFERATION; MIGRATION; MICRORNA; EXPRESSION; APOPTOSIS; INVASION; CELLS; CERNA;
D O I
10.3892/ol.2020.11500
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Wilms' tumor (WT) is one of the most common types of renal carcinoma in children. The aim of the present study was to construct a competitive endogenous RNA (ceRNA) regulation network and explore novel prognostic biomarkers for WT. The expression profiles were downloaded from The Cancer Genome Atlas database to identify differentially expressed RNAs (DERNAs). Based on the interactions between microRNAs (miRNAs) and mRNAs/long non-coding RNAs (lncRNAs), a ceRNA network was constructed. Functional enrichment analyses were subsequently conducted to explore the functions of the ceRNA-associated DEmRNAs. Survival analysis was performed to screen for prognosis-associated RNAs and the chi (2) test was used to assess the associations between prognosis-associated RNA expression and histology classification/clinical staging. The present study identified 1,784 lncRNAs, 114 miRNAs and 3,337 mRNAs, which were abnormally expressed in WT compared with that in normal samples. By prediction, pairing and network analysis, a ceRNA network consisting of 38 DElncRNAs, 18 DEmiRNAs and 99 DEmRNAs was established. These DEmRNAs were significantly enriched in pathways associated with the occurrence and development of WT. By combining the expression data with survival analysis, seven prognosis-associated RNAs were identified (P<0.05). Of these seven RNAs, two (zinc finger and BTB domain containing 4; and deleted in lymphocytic leukemia 2) were significantly associated with clinical staging and histology classification. Lastly, the expression levels of the seven RNAs were verified in the Gene Expression Omnibus database. The present study revealed that 7 RNAs might be considered as novel prognostic biomarkers and potential treatment targets for therapy in WT. In addition, the ceRNA regulation network could provide novel strategies for further studies on lncRNAs and miRNAs in WT.
引用
收藏
页码:3731 / 3742
页数:12
相关论文
共 62 条
  • [1] The Ensembl gene annotation system
    Aken, Bronwen L.
    Ayling, Sarah
    Barrell, Daniel
    Clarke, Laura
    Curwen, Valery
    Fairley, Susan
    Banet, Julio Fernandez
    Billis, Konstantinos
    Giron, Carlos Garcia
    Hourlier, Thibaut
    Howe, Kevin
    Kahari, Andreas
    Kokocinski, Felix
    Martin, Fergal J.
    Murphy, Daniel N.
    Nag, Rishi
    Ruffier, Magali
    Schuster, Michael
    Tang, Y. Amy
    Vogel, Jan-Hinnerk
    White, Simon
    Zadissa, Amonida
    Flicek, Paul
    Searle, Stephen M. J.
    [J]. DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, 2016,
  • [2] Arun Kanagaraj, 2018, Oncotarget, V9, P18386, DOI 10.18632/oncotarget.24841
  • [3] Network biology:: Understanding the cell's functional organization
    Barabási, AL
    Oltvai, ZN
    [J]. NATURE REVIEWS GENETICS, 2004, 5 (02) : 101 - U15
  • [4] Blake J. A., 2008, CURR PROTOC BIOINFOR, DOI [10.1002/0471250953.bi0702s23, DOI 10.1002/0471250953.BI0702S23]
  • [5] The logrank test
    Bland, JM
    Altman, DG
    [J]. BRITISH MEDICAL JOURNAL, 2004, 328 (7447): : 1073 - 1073
  • [6] EPIDEMIOLOGY OF WILMS-TUMOR
    BRESLOW, N
    OLSHAN, A
    BECKWITH, JB
    GREEN, DM
    [J]. MEDICAL AND PEDIATRIC ONCOLOGY, 1993, 21 (03): : 172 - 181
  • [7] Biology and treatment of renal tumours in childhood
    Brok, Jesper
    Treger, Taryn D.
    Gooskens, Saskia L.
    van den Heuvel-Eibrink, Marry M.
    Pritchard-Jones, Kathy
    [J]. EUROPEAN JOURNAL OF CANCER, 2016, 68 : 179 - 195
  • [8] Stat3 inhibits WTX expression through up-regulation of microRNA-370 in Wilms tumor
    Cao, Xu
    Liu, Dehong
    Yan, Xiangming
    Zhang, Ya
    Yuan, Liqun
    Zhang, Ting
    Fu, Mingcui
    Zhou, Yun
    Wang, Jian
    [J]. FEBS LETTERS, 2013, 587 (06) : 639 - 644
  • [9] Noncoding RNA:RNA Regulatory Networks in Cancer
    Chan, Jia Jia
    Tay, Yvonne
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (05)
  • [10] Wilms' tumour: a systematic review of risk factors and meta-analysis
    Chu, Anna
    Heck, Julia E.
    Ribeiro, Karina Braga
    Brennan, Paul
    Boffetta, Paolo
    Buffler, Patricia
    Hung, Rayjean J.
    [J]. PAEDIATRIC AND PERINATAL EPIDEMIOLOGY, 2010, 24 (05) : 449 - 469