Genome-wide expression profiling identifies deregulated miRNAs in malignant astrocytoma

被引:147
作者
Rao, Soumya A. M. [1 ]
Santosh, Vani [2 ]
Somasundaram, Kumaravel [1 ]
机构
[1] Indian Inst Sci, Bangalore 560012, Karnataka, India
[2] Natl Inst Mental Hlth & Neurosci, Dept Neuropathol, Bangalore 560029, Karnataka, India
关键词
astrocytoma; glioblastoma; glioma; microarray; microRNA; PAM; GLIOBLASTOMA; GLIOMA; MICRORNA-21; CANCER; PROLIFERATION; PATHWAYS; BRAIN;
D O I
10.1038/modpathol.2010.135
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
Malignant astrocytoma includes anaplastic astrocytoma (grade III) and glioblastoma (grade IV). Among them, glioblastoma is the most common primary brain tumor with dismal responses to all therapeutic modalities. We performed a large-scale, genome-wide microRNA (miRNA) (n=756) expression profiling of 26 glioblastoma, 13 anaplastic astrocytoma and 7 normal brain samples with an aim to find deregulated miRNA in malignant astrocytoma. We identified several differentially regulated miRNAs between these groups, which could differentiate glioma grades and normal brain as recognized by PCA. More importantly, we identified a most discriminatory 23-miRNA expression signature, by using PAM, which precisely distinguished glioblastoma from anaplastic astrocytoma with an accuracy of 95%. The differential expression pattern of nine miRNAs was further validated by real-time RT-PCR on an independent set of malignant astrocytomas (n-72) and normal samples (n=7). Inhibition of two glioblastoma-upregulated miRNAs (miR-21 and miR-23a) and exogenous overexpression of two glioblastoma-downregulated miRNAs (miR-218 and miR-219-5p) resulted in reduced soft agar colony formation but showed varying effects on cell proliferation and chemosensitivity. Thus we have identified the miRNA expression signature for malignant astrocytoma, in particular glioblastoma, and showed the miRNA involvement and their importance in astrocytoma development. Modern Pathology (2010) 23, 1404-1417; doi:10.1038/modpathol.2010.135; published online 13 August 2010
引用
收藏
页码:1404 / 1417
页数:14
相关论文
共 40 条
[31]   Opinion - Taking gene-expression profiling to the clinic: when will molecular signatures become relevant to patient care? [J].
Sotiriou, Christos ;
Piccart, Martine J. .
NATURE REVIEWS CANCER, 2007, 7 (07) :545-553
[32]   Anaplastic astrocytoma in adults [J].
Stupp, Roger ;
Reni, Michele ;
Gatta, Gemma ;
Mazza, Elena ;
Vecht, Charles .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2007, 63 (01) :72-80
[33]   Diagnosis of multiple cancer types by shrunken centroids of gene expression [J].
Tibshirani, R ;
Hastie, T ;
Narasimhan, B ;
Chu, G .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (10) :6567-6572
[34]   Significance analysis of microarrays applied to the ionizing radiation response [J].
Tusher, VG ;
Tibshirani, R ;
Chu, G .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (09) :5116-5121
[35]  
Vandenabeele S, 2001, BRAIN TUMOR IMMUNOTHERAPY, P307
[36]   RANDOMIZED COMPARISONS OF RADIOTHERAPY AND NITROSOUREAS FOR THE TREATMENT OF MALIGNANT GLIOMA AFTER SURGERY [J].
WALKER, MD ;
GREEN, SB ;
BYAR, DP ;
ALEXANDER, E ;
BATZDORF, U ;
BROOKS, WH ;
HUNT, WE ;
MACCARTY, CS ;
MAHALEY, MS ;
MEALEY, J ;
OWENS, G ;
RANSOHOFF, J ;
ROBERTSON, JT ;
SHAPIRO, WR ;
SMITH, KR ;
WILSON, CB ;
STRIKE, TA .
NEW ENGLAND JOURNAL OF MEDICINE, 1980, 303 (23) :1323-1329
[37]   Feedback circuit among INK4 tumor suppressors constrains human glioblastoma development [J].
Wiedemeyer, Ruprecht ;
Brennan, Cameron ;
Heffernan, Timothy P. ;
Xiao, Yonghong ;
Mahoney, John ;
Protopopov, Alexei ;
Zheng, Hongwu ;
Bignell, Graham ;
Furnari, Frank ;
Cavenee, Webster K. ;
Hahn, William C. ;
Ichimura, Koichi ;
Collins, V. Peter ;
Chu, Gerald C. ;
Stratton, Michael R. ;
Ligon, Keith L. ;
Futreal, P. Andrew ;
Chin, Lynda .
CANCER CELL, 2008, 13 (04) :355-364
[38]   MicroRNA trafficking and human cancer [J].
Yue, Junming ;
Tigyi, Gabor .
CANCER BIOLOGY & THERAPY, 2006, 5 (06) :573-578
[39]  
Zhang Man Cang, 2008, Fen Zi Xi Bao Sheng Wu Xue Bao, V41, P341
[40]   MicroRNA-128 inhibits glioma cells proliferation by targeting transcription factor E2F3a [J].
Zhang, Yu ;
Chao, Tengfei ;
Li, Ran ;
Liu, Wei ;
Chen, Yang ;
Yan, Xingqi ;
Gong, Yanhua ;
Yin, Bin ;
Liu, Wei ;
Qiang, Boqing ;
Zhao, Jizhong ;
Yuan, Jiangang ;
Peng, Xiaozhong .
JOURNAL OF MOLECULAR MEDICINE-JMM, 2009, 87 (01) :43-51