Transforming growth factor beta induced (TGFBI) is a potential signature gene for mesenchymal subtype high-grade glioma

被引:35
作者
Pan, Yuan-Bo [1 ]
Zhang, Chi-Hao [2 ]
Wang, Si-Qi [3 ]
Ai, Peng-Hui [4 ]
Chen, Kui [1 ]
Zhu, Liang [1 ]
Sun, Zhao-Liang [1 ]
Feng, Dong-Fu [1 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Peoples Hosp 9, Dept Neurosurg, Sch Med, Shanghai 201999, Peoples R China
[2] Shanghai Jiao Tong Univ, Shanghai Peoples Hosp 9, Dept Gen Surg, Sch Med, Shanghai 201999, Peoples R China
[3] Ningbo Univ, Dept Radiol, Affiliated Hosp, Sch Med, Ningbo 315020, Zhejiang, Peoples R China
[4] Shanghai Jiao Tong Univ, Ruijin Hosp, Dept Neurol, Sch Med, Shanghai 200025, Peoples R China
关键词
TGFBI; Glioma; Mesenchymal; Signature gene; Biomarker; TCGA; CELL-CYCLE; EXPRESSION; ATRX; BETA-IG-H3; CANCER; IDH1; IMMUNOHISTOCHEMISTRY; ADENOCARCINOMA; CLASSIFICATION; PROGRESSION;
D O I
10.1007/s11060-017-2729-9
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Previous study revealed that higher expression of transforming growth factor beta induced (TGFBI) is correlated to poorer cancer-specific survival and higher proportion of tumor necrosis and Fuhrman grades III and IV in clear cell renal cell carcinomas. However, the relationships between TGFBI expression and malignant phenotypes of gliomas remain unclear. We downloaded and analyzed data from seven GEO datasets (GSE68848, GSE4290, GSE13041, GSE4271, GSE83300, GSE34824 and GSE84010), the TCGA database and the REMBRANDT database to investigate whether TGFBI could be a biomarker of glioma. From microarray data (GSE68848, GSE4290) and RNA-seq data (TCGA), TGFBI expression levels were observed to correlate positively with pathological grade, and TGFBI expression levels were significantly higher in gliomas than in normal brain tissues. Furthermore, in GSE13041, GSE4271 and the TCGA cohort, TGFBI expression in the mesenchymal (Mes) subtype high-grade glioma (HGG) was significantly higher than that in the proneural subtype. Kaplan-Meier survival analysis of GBM patients in the GSE83300 dataset, REMBRANDT and TCGA cohort revealed that patients in the top 50% TGFBI expression group survived for markedly shorter periods than those in the bottom 50%. Analysis of grade III gliomas showed that the median survival time was significantly shorter in the TGFBI high expression group than in the TGFBI low expression group. In addition, we found that TGFBI expression levels might relate to several classical molecular characterizations of glioma, such as, IDH mutation, TP53 mutation, EGFR amplification, etc. These results suggest that TGFBI expression positively correlates with glioma pathological grades and that TGFBI is a potential signature gene for Mes subtype HGG and a potential prognostic molecule.
引用
收藏
页码:395 / 407
页数:13
相关论文
共 37 条
[1]   The extracellular matrix protein TGFBI induces microtubule stabilization and sensitizes ovarian cancers to paclitaxel [J].
Ahmed, Ahmed Ashour ;
Mills, Anthony D. ;
Ibrahim, Ashraf E. K. ;
Temple, Jillian ;
Blenkiron, Cherie ;
Vias, Maria ;
Massie, Charlie E. ;
Iyer, N. Gopalakrishna ;
McGeoch, Adam ;
Crawford, Robin ;
Nicke, Barbara ;
Downward, Julian ;
Swanton, Charles ;
Bell, Stephen D. ;
Earl, Helena M. ;
Laskey, Ronald A. ;
Caldas, Carlos ;
Brenton, James D. .
CANCER CELL, 2007, 12 (06) :514-527
[2]  
[Anonymous], UROLOGY
[3]  
Calaf GM, 2008, INT J MOL MED, V21, P561
[4]   Missing data imputation on the 5-year survival prediction of breast cancer patients with unknown discrete values [J].
Garcia-Laencina, Pedro J. ;
Abreu, Pedro Henriques ;
Abreu, Miguel Henriques ;
Afonoso, Noemia .
COMPUTERS IN BIOLOGY AND MEDICINE, 2015, 59 :125-133
[5]   Resistance to Taxol in lung cancer cells associated with increased microtubule dynamics [J].
Gonçalves, A ;
Braguer, D ;
Kamath, K ;
Martello, L ;
Briand, C ;
Horwitz, S ;
Wilson, L ;
Jordan, MA .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (20) :11737-11742
[6]   IDH Mutation and Neuroglial Developmental Features Define Clinically Distinct Subclasses of Lower Grade Diffuse Astrocytic Glioma [J].
Gorovets, Daniel ;
Kannan, Kasthuri ;
Shen, Ronglai ;
Kastenhuber, Edward R. ;
Islamdoust, Nasrin ;
Campos, Carl ;
Pentsova, Elena ;
Heguy, Adriana ;
Jhanwar, Suresh C. ;
Mellinghoff, Ingo K. ;
Chan, Timothy A. ;
Huse, Jason T. .
CLINICAL CANCER RESEARCH, 2012, 18 (09) :2490-2501
[7]  
GUNDERSEN GG, 1994, J CELL SCI, V107, P645
[8]   Clinical trial substantiates the predictive value of O-6-methylguanine-DNA methyltransferase promoter methylation in glioblastoma patients treated with temozolomide [J].
Hegi, ME ;
Diserens, AC ;
Godard, S ;
Dietrich, PY ;
Regli, L ;
Ostermann, S ;
Otten, P ;
Van Melle, G ;
de Tribolet, N ;
Stupp, R .
CLINICAL CANCER RESEARCH, 2004, 10 (06) :1871-1874
[9]   MGMT gene silencing and benefit from temozolomide in glioblastoma [J].
Hegi, ME ;
Diserens, A ;
Gorlia, T ;
Hamou, M ;
de Tribolet, N ;
Weller, M ;
Kros, JM ;
Hainfellner, JA ;
Mason, W ;
Mariani, L ;
Bromberg, JEC ;
Hau, P ;
Mirimanoff, RO ;
Cairncross, JG ;
Janzer, RC ;
Stupp, R .
NEW ENGLAND JOURNAL OF MEDICINE, 2005, 352 (10) :997-1003
[10]   Periostin shows increased evolutionary plasticity in its alternatively spliced region [J].
Hoersch, Sebastian ;
Andrade-Navarro, Miguel A. .
BMC EVOLUTIONARY BIOLOGY, 2010, 10