Identification of a microRNA signature associated with risk of distant metastasis in nasopharyngeal carcinoma

被引:49
|
作者
Bruce, Jeff P. [1 ,2 ]
Hui, Angela B. Y. [3 ]
Shi, Wei [1 ]
Perez-Ordonez, Bayardo [4 ]
Weinreb, Ilan [4 ]
Xu, Wei [5 ]
Haibe-Kains, Benjamin [1 ,2 ]
Waggott, Daryl M. [3 ]
Boutros, Paul C. [2 ,6 ,7 ]
O'Sullivan, Brian [8 ,9 ]
Waldron, John [8 ,9 ]
Huang, Shao Hui [8 ,9 ]
Chen, Eric X. [10 ]
Gilbert, Ralph [11 ]
Liu, Fei-Fei [1 ,2 ,8 ,9 ]
机构
[1] Princess Margaret Canc Ctr, Univ Hlth Network, Toronto, ON, Canada
[2] Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
[3] Stanford Univ, Dept Med, Stanford, CA 94305 USA
[4] Princess Margaret Canc Ctr, Univ Hlth Network, Dept Pathol, Toronto, ON, Canada
[5] Princess Margaret Canc Ctr, Univ Hlth Network, Div Biostat, Toronto, ON, Canada
[6] Ontario Inst Canc Res, Informat & Biocomp Program, Toronto, ON, Canada
[7] Univ Toronto, Dept Pharmacol & Toxicol, Toronto, ON, Canada
[8] Princess Margaret Canc Ctr, Dept Radiat Oncol, Univ Hlth Network, Toronto, ON, Canada
[9] Univ Toronto, Dept Radiat Oncol, Toronto, ON, Canada
[10] Univ Toronto, Div Med Oncol, Toronto, ON, Canada
[11] Univ Toronto, Dept Otolaryngol, Toronto, ON M5S 1A1, Canada
基金
加拿大健康研究院;
关键词
microRNA; Nasopharyngeal Carcinoma; Distant Metastasis; Prognosis; EPSTEIN-BARR-VIRUS; BREAST-CANCER; PHASE-II; CONCURRENT CHEMORADIOTHERAPY; PROGNOSTIC-SIGNIFICANCE; GENE-EXPRESSION; SURVIVAL-DATA; LUNG-CANCER; RADIOTHERAPY; PREDICTION;
D O I
10.18632/oncotarget.3005
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose Despite significant improvement in locoregional control in the contemporary era of nasopharyngeal carcinoma (NPC) treatment, patients still suffer from a significant risk of distant metastasis (DM). Identifying those patients at risk of DM would aid in personalized treatment in the future. MicroRNAs (miRNAs) play many important roles in human cancers; hence, we proceeded to address the primary hypothesis that there is a miRNA expression signature capable of predicting DM for NPC patients. Methods and results The expression of 734 miRNAs was measured in 125 (Training) and 121 (Validation) clinically annotated NPC diagnostic biopsy samples. A 4-miRNA expression signature associated with risk of developing DM was identified by fitting a penalized Cox Proportion Hazard regression model to the Training data set (HR 8.25; p < 0.001), and subsequently validated in an independent Validation set (HR 3.2; p = 0.01). Pathway enrichment analysis indicated that the targets of miRNAs associated with DM appear to be converging on cell-cycle pathways. Conclusions This 4-miRNA signature adds to the prognostic value of the current "gold standard" of TNM staging. In-depth interrogation of these 4-miRNAs will provide important biological insights that could facilitate the discovery and development of novel molecularly targeted therapies to improve outcome for future NPC patients.
引用
收藏
页码:4537 / 4550
页数:14
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