Pathway alterations during glioma progression revealed by reverse phase protein lysate arrays

被引:55
作者
Jiang, Rongcai
Mircean, Cristian
Shmulevich, Ilya
Cogdell, David
Jia, Yu
Tabus, Ioan
Aldape, Kenneth
Sawaya, Raymond
Bruner, Janet M.
Fuller, Gregory N.
Zhang, Wei
机构
[1] Univ Texas, MD Anderson Canc Ctr, Dept Pathol, Canc Genom Core Lab, Houston, TX 77030 USA
[2] Tampere Univ Technol, Inst Signal Proc, FIN-33101 Tampere, Finland
[3] Inst Syst Biol, Seattle, WA USA
[4] Univ Texas, MD Anderson Canc Ctr, Dept Neurosurg, Houston, TX 77030 USA
关键词
AKT phosphorylation; glioblastoma; inhibitory kappa B alpha; protein lysate array;
D O I
10.1002/pmic.200500555
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The progression of gliomas has been extensively studied at the genomic level using cDNA microarrays. However, systematic examinations at the protein translational and post-translational levels are far more limited. We constructed a glioma protein lysate array from 82 different primary glioma tissues, and surveyed the expression and phosphorylation of 46 different proteins involved in signaling pathways of cell proliferation, cell survival, apoptosis, angiogenesis, and cell invasion. An analysis algorithm was employed to robustly estimate the protein expressions in these samples. When ranked by their discriminating power to separate 37 glioblastomas (high-grade gliomas) from 45 lower-grade gliomas, the following 12 proteins were identified as the most powerful discriminators: IB alpha, EGFRpTyr845, AKTpThr308, phosphatidylinositol 3-kinase (PI3K), BadpSer136, insulin-like growth factor binding protein (IGFBP) 2, IGFBP5, matrix metalloproteinase 9 (MMP9), vascular endothelial growth factor (VEGF), phosphorylated retinoblastoma protein (pRB), Bcl-2, and c-Abl. Clustering analysis showed a dose link between PI3K and AKTpThr308, IGFBP5 and IGFBP2, and IB alpha and EGFRpTyr845. Another duster includes MMP9, Bcl-2, VEGF, and pRB. These clustering patterns may suggest functional relationships, which warrant further investigation. The marked association of phosphorylation of AKT at Thr308, but not Ser473, with glioblastoma suggests a specific event of PI3K pathway activation in glioma progression.
引用
收藏
页码:2964 / 2971
页数:8
相关论文
共 40 条
[1]   Predominant expression of mutant EGFR (EGFRvIII) is rare in primary glioblastomas [J].
Biernat, W ;
Huang, H ;
Yokoo, H ;
Kleihues, P ;
Ohgaki, H .
BRAIN PATHOLOGY, 2004, 14 (02) :131-136
[2]   c-Src-mediated phosphorylation of the epidermal growth factor receptor on Tyr845 and Tyr1101 is associated with modulation of receptor function [J].
Biscardi, JS ;
Maa, MC ;
Tice, DA ;
Cox, ME ;
Leu, TH ;
Parsons, SJ .
JOURNAL OF BIOLOGICAL CHEMISTRY, 1999, 274 (12) :8335-8343
[3]   Phosphorylation of Y845 on the epidermal growth factor receptor mediates binding to the mitochondrial protein cytochrome c oxidase subunit II [J].
Boerner, JL ;
Demory, ML ;
Silva, C ;
Parsons, SJ .
MOLECULAR AND CELLULAR BIOLOGY, 2004, 24 (16) :7059-7071
[4]   A comparison of normalization methods for high density oligonucleotide array data based on variance and bias [J].
Bolstad, BM ;
Irizarry, RA ;
Åstrand, M ;
Speed, TP .
BIOINFORMATICS, 2003, 19 (02) :185-193
[5]   The effect of Bcrp1 (Abcg2) on the in vivo pharmacokinetics and brain penetration of imatinib mesylate (gleevec): Implications for the use of breast cancer resistance protein and P-glycoprotein inhibitors to enable the brain penetration of imatinib in patients [J].
Breedveld, P ;
Pluim, D ;
Cipriani, G ;
Wielinga, P ;
van Tellingen, O ;
Schinkel, AH ;
Schellens, JHM .
CANCER RESEARCH, 2005, 65 (07) :2577-2582
[6]  
Caskey LS, 2000, HISTOL HISTOPATHOL, V15, P971, DOI 10.14670/HH-15.971
[7]  
CAVENEE WK, 2000, PATHOLOGY GENETICS T, P9
[8]   AUTOREGULATION OF I-KAPPA-B-ALPHA ACTIVITY [J].
CHIAO, PJ ;
MIYAMOTO, S ;
VERMA, IM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1994, 91 (01) :28-32
[9]   Comparison of discrimination methods for the classification of tumors using gene expression data [J].
Dudoit, S ;
Fridlyand, J ;
Speed, TP .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2002, 97 (457) :77-87
[10]  
Dudoit S, 2002, STAT SINICA, V12, P111