miR-21 in the Extracellular Vesicles (EVs) of Cerebrospinal Fluid (CSF): A Platform for Glioblastoma Biomarker Development

被引:280
作者
Akers, Johnny C. [1 ]
Ramakrishnan, Valya [1 ]
Kim, Ryan [1 ]
Skog, Johan [2 ]
Nakano, Ichiro [3 ]
Pingle, Sandeep [4 ]
Kalinina, Juliya [7 ,8 ]
Hua, Wei [9 ]
Kesari, Santosh [4 ]
Mao, Ying [9 ]
Breakefield, Xandra O. [5 ,6 ]
Hochberg, Fred H. [5 ,6 ]
Van Meir, Erwin G. [7 ,8 ]
Carter, Bob S. [1 ]
Chen, Clark C. [1 ]
机构
[1] Univ Calif San Diego, Ctr Theoret & Appl Neurooncol, San Diego, CA 92103 USA
[2] Exosome Diagnost, New York, NY USA
[3] Ohio State Univ, Dept Neurosurg, Dardinger Lab Neurosci, Columbus, OH 43210 USA
[4] Univ Calif San Diego, Dept Neurosci, San Diego, CA 92103 USA
[5] Harvard Univ, Massachusetts Gen Hosp, Sch Med, Neurol Serv, Boston, MA USA
[6] Harvard Univ, Sch Med, Program Neurosci, Boston, MA 02115 USA
[7] Emory Univ, Sch Med, Dept Neurosurg & Hematol & Med Oncol, Atlanta, GA USA
[8] Emory Univ, Winship Canc Inst, Atlanta, GA 30322 USA
[9] Fudan Univ, Huashan Hosp, Dept Neurosurg, Shanghai 200433, Peoples R China
关键词
QUANTITATIVE PCR; RNA EXPRESSION; CELL-LINES; MICROVESICLES; EXOSOMES; MICRORNA; GLIOMA; MULTIFORME; TUMORS; GENES;
D O I
10.1371/journal.pone.0078115
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Glioblastoma cells secrete extra-cellular vesicles (EVs) containing microRNAs (miRNAs). Analysis of these EV miRNAs in the bio-fluids of afflicted patients represents a potential platform for biomarker development. However, the analytic algorithm for quantitative assessment of EV miRNA remains under-developed. Here, we demonstrate that the reference transcripts commonly used for quantitative PCR (including GAPDH, 18S rRNA, and hsa-miR-103) were unreliable for assessing EV miRNA. In this context, we quantitated EV miRNA in absolute terms and normalized this value to the input EV number. Using this method, we examined the abundance of miR-21, a highly over-expressed miRNA in glioblastomas, in EVs. In a panel of glioblastoma cell lines, the cellular levels of miR-21 correlated with EV miR-21 levels (p<0.05), suggesting that glioblastoma cells actively secrete EVs containing miR-21. Consistent with this hypothesis, the CSF EV miR-21 levels of glioblastoma patients (n=13) were, on average, ten-fold higher than levels in EVs isolated from the CSF of non-oncologic patients (n=13, p<0.001). Notably, none of the glioblastoma CSF harbored EV miR-21 level below 0.25 copies per EV in this cohort. Using this cut-off value, we were able to prospectively distinguish CSF derived from glioblastoma and non-oncologic patients in an independent cohort of twenty-nine patients (Sensitivity=87%; Specificity=93%; AUC=0.91, p<0.01). Our results suggest that CSF EV miRNA analysis of miR-21 may serve as a platform for glioblastoma biomarker development.
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页数:13
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