microRNA-Associated Progression Pathways and Potential Therapeutic Targets Identified by Integrated mRNA and microRNA Expression Profiling in Breast Cancer

被引:250
作者
Buffa, Francesca M. [1 ]
Camps, Carme [2 ]
Winchester, Laura [2 ]
Snell, Cameron E. [1 ]
Gee, Harriet E. [1 ]
Sheldon, Helen [1 ]
Taylor, Marian [1 ]
Harris, Adrian L. [1 ]
Ragoussis, Jiannis [2 ]
机构
[1] Univ Oxford, Weatherall Inst Mol Med, Dept Oncol, Oxford OX3 9DS, England
[2] Wellcome Trust Ctr Human Genet, Oxford, England
基金
英国惠康基金;
关键词
HYPOXIA; METAANALYSIS;
D O I
10.1158/0008-5472.CAN-11-0489
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
microRNA expression profiling plays an emerging role in cancer classification and identification of therapeutic strategies. In this study, we have evaluated the benefits of a joint microRNA-mRNA analysis in breast cancer. Matched mRNA and microRNA global expression profiling was conducted in a well-annotated cohort of 207 cases with complete 10-year follow-up. Penalized Cox regression including microRNA expression, mRNA expression, and clinical covariates was used to identify microRNAs associated with distant relapse-free survival (DRFS) that provide independent prognostic information, and are not simply surrogates of previously identified prognostic covariates. Penalized regression was chosen to prevent overfitting. Furthermore, microRNA-mRNA relationships were explored by global expression analysis, and exploited to validate results in several published cohorts (n = 592 with DRFS, n = 1,050 with recurrence-free survival). Four microRNAs were independently associated with DRFS in estrogen receptor (ER)-positive (3 novel and 1 known; miR-128a) and 6 in ER-negative (5 novel and 1 known; miR-210) cases. Of the latter, miR-342, -27b, and -150 were prognostic also in triple receptor-negative tumors. Coordinated expression of predicted target genes and prognostic microRNAs strengthened these results, most significantly for miR-210, -128a, and -27b, whose targets were prognostic in meta-analysis of several cohorts. In addition, miR-210 and -128a showed coordinated expression with their cognate pri-microRNAs, which were themselves prognostic in independent cohorts. Our integrated microRNA-mRNA global profiling approach has identified microRNAs independently associated with prognosis in breast cancer. Furthermore, it has validated known and predicted microRNA-target interactions, and elucidated their association with key pathways that could represent novel therapeutic targets. Cancer Res; 71(17); 5635-45. (C)2011 AACR.
引用
收藏
页码:5635 / 5645
页数:11
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