TY - JOUR
T1 - miRNA expression profiling enables risk stratification in archived and fresh neuroblastoma tumor samples
AU - De Preter, Katleen
AU - Mestdagh, Pieter
AU - Vermeulen, Jöelle
AU - Zeka, Fjoralba
AU - Naranjo, Arlene
AU - Bray, Isabella
AU - Castel, Victoria
AU - Chen, Caifu
AU - Drozynska, Elzbieta
AU - Eggert, Angelika
AU - Hogarty, Michael D.
AU - Iźycka-Świeszewska, Ewa
AU - London, Wendy B.
AU - Noguera, Rosa
AU - Piqueras, Marta
AU - Bryan, Kenneth
AU - Schowe, Benjamin
AU - Van Sluis, Peter
AU - Molenaar, Jan J.
AU - Schramm, Alexander
AU - Schulte, Johannes H.
AU - Stallings, Raymond L.
AU - Versteeg, Rogier
AU - Laureys, Geneviève
AU - Van Roy, Nadine
AU - Speleman, Frank
AU - Vandesompele, Jo
PY - 2011/12/15
Y1 - 2011/12/15
N2 - 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. 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. Results: The 25-miRNA signature significantly discriminates the test patients with respect to progressionfree 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. Conclusions: In this study, we present the largestNBmiRNAexpression 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.
AB - 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. 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. Results: The 25-miRNA signature significantly discriminates the test patients with respect to progressionfree 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. Conclusions: In this study, we present the largestNBmiRNAexpression 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.
UR - http://www.scopus.com/inward/record.url?scp=84055212052&partnerID=8YFLogxK
U2 - 10.1158/1078-0432.CCR-11-0610
DO - 10.1158/1078-0432.CCR-11-0610
M3 - Article
C2 - 22031095
AN - SCOPUS:84055212052
SN - 1078-0432
VL - 17
SP - 7684
EP - 7692
JO - Clinical Cancer Research
JF - Clinical Cancer Research
IS - 24
ER -