Expression and prognostic value of microRNAs in lower-grade glioma depends on IDH1/2 status

被引:16
作者
Cheng, Wen [1 ]
Ren, Xiufang [2 ]
Zhang, Chuanbao [3 ]
Han, Sheng [1 ]
Wu, Anhua [1 ]
机构
[1] China Med Univ, Dept Neurosurg, Hosp 1, Nanjing St 155, Shenyang 110001, Peoples R China
[2] China Med Univ, Dept Pathol, Shengjing Hosp, Shenyang, Peoples R China
[3] Capital Med Univ, Beijing Neurosurg Inst, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Lower-grade glioma; Genomic aberration; IDH1/2; mutation; MicroRNA profile; Prognostic classifier; TERT PROMOTER MUTATIONS; MALIGNANT PROGRESSION; ONCOGENIC ROLE; UP-REGULATION; GLIOBLASTOMA; TUMORS; SURVIVAL; CLASSIFICATION; BIOMARKERS; SIGNATURE;
D O I
10.1007/s11060-016-2368-6
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Histological and genomic characteristics are widely used in glioma management and research. This study investigated their relationship to the expression and prognostic value of microRNAs (miRNAs) in lower-grade glioma (LGG). A total of 447 LGG samples with available clinical and genomic information from The Cancer Genome Atlas database were reviewed. Samples with isocitrate dehydrogenase (IDH) 1/2 mutations (n = 366) were randomly divided into training and validation sets to establish and confirm a four-miRNA-based risk classifier. We found that IDH1/2 mutation status had greater impact than histological and other genomic features on miRNA expression patterns; 361/487 (74%) of miRNAs were differentially expressed according to IDH1/2 mutation status. Importantly, there were no miRNAs with the same prognostic significance among groups with different IDH1/2 mutation status. For IDH1/2-mut LGG, a four-miRNA risk classifier (miR-10b, miR-130b, miR-1304, and miR-302b) was established that could independently distinguish cases as high or low risk of poor prognosis in both training and validation sets. The risk classifier outperformed individual miRNAs and traditional prognostic factors in terms of sensitivity and specificity. Bioinformatic analyses indicated that high-risk samples were more mitotically active than low-risk samples. Taken together, IDH1/2 mutation status had a significant influence on miRNA expression and prognostication in LGG. The four-miRNA-based risk classifier can be used for risk stratification of IDH1/2-mut LGG.
引用
收藏
页码:207 / 218
页数:12
相关论文
共 36 条
[21]   The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary [J].
Louis, David N. ;
Perry, Arie ;
Reifenberger, Guido ;
von Deimling, Andreas ;
Figarella-Branger, Dominique ;
Cavenee, Webster K. ;
Ohgaki, Hiroko ;
Wiestler, Otmar D. ;
Kleihues, Paul ;
Ellison, David W. .
ACTA NEUROPATHOLOGICA, 2016, 131 (06) :803-820
[22]   Identification and Functional Characterization of microRNAs Involved in the Malignant Progression of Gliomas [J].
Malzkorn, Bastian ;
Wolter, Marietta ;
Liesenberg, Franziska ;
Grzendowski, Michael ;
Stuehler, Kai ;
Meyer, Helmut E. ;
Reifenberger, Guido .
BRAIN PATHOLOGY, 2010, 20 (03) :539-550
[23]   IDH mutation status and role of WHO grade and mitotic index in overall survival in grade II-III diffuse gliomas [J].
Olar, Adriana ;
Wani, Khalida M. ;
Alfaro-Munoz, Kristin D. ;
Heathcock, Lindsey E. ;
van Thuijl, Hinke F. ;
Gilbert, Mark R. ;
Armstrong, Terri S. ;
Sulman, Erik P. ;
Cahill, Daniel P. ;
Vera-Bolanos, Elizabeth ;
Yuan, Ying ;
Reijneveld, Jaap C. ;
Ylstra, Bauke ;
Wesseling, Pieter ;
Aldape, Kenneth D. .
ACTA NEUROPATHOLOGICA, 2015, 129 (04) :585-596
[24]   Oncogenic role of microRNAs in brain tumors [J].
Pang, Jesse Chung-sean ;
Kwok, Wai Kei ;
Chen, Zhongping ;
Ng, Ho-Keung .
ACTA NEUROPATHOLOGICA, 2009, 117 (06) :599-611
[25]   MicroRNA-10b is overexpressed in malignant glioma and associated with tumor invasive factors, uPAR and RhoC [J].
Sasayama, Takashi ;
Nishihara, Masamitsu ;
Kondoh, Takeshi ;
Hosoda, Kohkichi ;
Kohmura, Eiji .
INTERNATIONAL JOURNAL OF CANCER, 2009, 125 (06) :1407-1413
[26]   MicroRNA-130b promotes cell migration and invasion by targeting peroxisome proliferator-activated receptor gamma in human glioma [J].
Sheng, Xudong ;
Chen, Hu ;
Wang, Hui ;
Ding, Zhibin ;
Xu, Gangzhu ;
Zhang, Junfeng ;
Lu, Wenchao ;
Wu, Tao ;
Zhao, Ling .
BIOMEDICINE & PHARMACOTHERAPY, 2015, 76 :121-126
[27]   Alterations of chromosome arms 1p and 19q as predictors of survival in oligodendrogliomas, astrocytomas, and mixed oligoastrocytomas [J].
Smith, JS ;
Perry, A ;
Borell, TJ ;
Lee, HK ;
O'Fallon, J ;
Hosek, SM ;
Kimmel, D ;
Yates, A ;
Burger, PC ;
Scheithauer, BW ;
Jenkins, RB .
JOURNAL OF CLINICAL ONCOLOGY, 2000, 18 (03) :636-645
[28]   Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles [J].
Subramanian, A ;
Tamayo, P ;
Mootha, VK ;
Mukherjee, S ;
Ebert, BL ;
Gillette, MA ;
Paulovich, A ;
Pomeroy, SL ;
Golub, TR ;
Lander, ES ;
Mesirov, JP .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (43) :15545-15550
[29]   Mutational landscape and clonal architecture in grade II and III gliomas [J].
Suzuki, Hiromichi ;
Aoki, Kosuke ;
Chiba, Kenichi ;
Sato, Yusuke ;
Shiozawa, Yusuke ;
Shiraishi, Yuichi ;
Shimamura, Teppei ;
Niida, Atsushi ;
Motomura, Kazuya ;
Ohka, Fumiharu ;
Yamamoto, Takashi ;
Tanahashi, Kuniaki ;
Ranjit, Melissa ;
Wakabayashi, Toshihiko ;
Yoshizato, Tetsuichi ;
Kataoka, Keisuke ;
Yoshida, Kenichi ;
Nagata, Yasunobu ;
Sato-Otsubo, Aiko ;
Tanaka, Hiroko ;
Sanada, Masashi ;
Kondo, Yutaka ;
Nakamura, Hideo ;
Mizoguchi, Masahiro ;
Abe, Tatsuya ;
Muragaki, Yoshihiro ;
Watanabe, Reiko ;
Ito, Ichiro ;
Miyano, Satoru ;
Natsume, Atsushi ;
Ogawa, Seishi .
NATURE GENETICS, 2015, 47 (05) :458-U52
[30]   MicroRNAs in cerebrospinal fluid identify glioblastoma and metastatic brain cancers and reflect disease activity [J].
Teplyuk, Nadiya M. ;
Mollenhauer, Brit ;
Gabriely, Galina ;
Giese, Alf ;
Kim, Ella ;
Smolsky, Michael ;
Kim, Ryan Y. ;
Saria, Marlon G. ;
Pastorino, Sandra ;
Kesari, Santosh ;
Krichevsky, Anna M. .
NEURO-ONCOLOGY, 2012, 14 (06) :689-700