Back to Search
Start Over
miRNA expression profiling enables risk stratification in archived and fresh neuroblastoma tumor samples.
- Source :
-
Clinical cancer research : an official journal of the American Association for Cancer Research [Clin Cancer Res] 2011 Dec 15; Vol. 17 (24), pp. 7684-92. Date of Electronic Publication: 2011 Oct 26. - Publication Year :
- 2011
-
Abstract
- Purpose: More accurate assessment of prognosis is important to further improve the choice of risk-related therapy in neuroblastoma (NB) patients. In this study, we aimed to establish and validate a prognostic miRNA signature for children with NB and tested it in both fresh frozen and archived formalin-fixed paraffin-embedded (FFPE) samples.<br />Experimental Design: Four hundred-thirty human mature miRNAs were profiled in two patient subgroups with maximally divergent clinical courses. Univariate logistic regression analysis was used to select miRNAs correlating with NB patient survival. A 25-miRNA gene signature was built using 51 training samples, tested on 179 test samples, and validated on an independent set of 304 fresh frozen tumor samples and 75 archived FFPE samples.<br />Results: The 25-miRNA signature significantly discriminates the test patients with respect to progression-free and overall survival (P < 0.0001), both in the overall population and in the cohort of high-risk patients. Multivariate analysis indicates that the miRNA signature is an independent predictor of patient survival after controlling for current risk factors. The results were confirmed in an external validation set. In contrast to a previously published mRNA classifier, the 25-miRNA signature was found to be predictive for patient survival in a set of 75 FFPE neuroblastoma samples.<br />Conclusions: In this study, we present the largest NB miRNA expression study so far, including more than 500 NB patients. We established and validated a robust miRNA classifier, able to identify a cohort of high-risk NB patients at greater risk for adverse outcome using both fresh frozen and archived material.<br /> (©2011 AACR.)
- Subjects :
- Case-Control Studies
Child
Child, Preschool
Cohort Studies
Follow-Up Studies
Humans
Infant
Kaplan-Meier Estimate
Logistic Models
Multivariate Analysis
Neuroblastoma therapy
Prognosis
Reproducibility of Results
Reverse Transcriptase Polymerase Chain Reaction
Risk Assessment
Risk Factors
Time Factors
Gene Expression Profiling methods
MicroRNAs genetics
Neuroblastoma diagnosis
Neuroblastoma genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1557-3265
- Volume :
- 17
- Issue :
- 24
- Database :
- MEDLINE
- Journal :
- Clinical cancer research : an official journal of the American Association for Cancer Research
- Publication Type :
- Academic Journal
- Accession number :
- 22031095
- Full Text :
- https://doi.org/10.1158/1078-0432.CCR-11-0610