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Expression of two parental imprinted miRNAs improves the risk stratification of neuroblastoma patients

Age at diagnosis, stage, and MYCN amplification are the cornerstones of the risk-stratification score of neuroblastoma that enables defining patients at low- and high risk. Refinement of this stratification is needed to optimize standard treatment and to plan future clinical trials. We investigated...

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Autores principales: Gattolliat, Charles-Henry, Le Teuff, Gwénaël, Combaret, Valérie, Mussard, Eugénie, Valteau-Couanet, Dominique, Busson, Pierre, Bénard, Jean, Douc-Rasy, Sétha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BlackWell Publishing Ltd 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4303168/
https://www.ncbi.nlm.nih.gov/pubmed/24931722
http://dx.doi.org/10.1002/cam4.264
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author Gattolliat, Charles-Henry
Le Teuff, Gwénaël
Combaret, Valérie
Mussard, Eugénie
Valteau-Couanet, Dominique
Busson, Pierre
Bénard, Jean
Douc-Rasy, Sétha
author_facet Gattolliat, Charles-Henry
Le Teuff, Gwénaël
Combaret, Valérie
Mussard, Eugénie
Valteau-Couanet, Dominique
Busson, Pierre
Bénard, Jean
Douc-Rasy, Sétha
author_sort Gattolliat, Charles-Henry
collection PubMed
description Age at diagnosis, stage, and MYCN amplification are the cornerstones of the risk-stratification score of neuroblastoma that enables defining patients at low- and high risk. Refinement of this stratification is needed to optimize standard treatment and to plan future clinical trials. We investigated whether two parental imprinted miRNAs (miR-487b and miR-516a-5p) may lead to a risk score with a better discrimination. Expression levels of maternal miR-487b and paternal miR-516a-5p were determined using quantitative RT-PCR both for 231 neuroblastoma tumors (derivation set) and 101 independent neuroblastoma tumors (validation set). Survival outcomes were overall survival (OS) and disease-free survival (DFS). Multivariable Cox models were developed from derivation set and their performance evaluated using Akaike's information criterion (AIC) (goodness-of-fit) and time-dependent area under curves (discrimination). The selected model was validated using internal and external validation. The prognostic model including current prognostic factors plus miR-487b, miR-516a-5p, and interaction between two miRNAs was selected. Performance of this model was better in terms of both predictive ability (smallest AIC) and discrimination power (AUC close to 0.70). This model identifies three risk groups: high (3), intermediate (2), and low (1). Hazard ratios (HR) across risk groups were HR(2/1) = 6.3 (2.7–14.6), HR(3/1) = 14.8 (7.2–30.2) for OS and HR(2/1) = 2.8 (1.5–5.4), HR(3/1) = 7.2 (3.9–13.4) for DFS. The rank between these three risk groups was maintained and validated when performing internal and external validation. Expression of maternal miR-487b and paternal miR-516a-5p improves the risk stratification. This better discrimination at diagnosis is of clinical utility both for current and future treatments of neuroblastoma patients.
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spelling pubmed-43031682015-01-22 Expression of two parental imprinted miRNAs improves the risk stratification of neuroblastoma patients Gattolliat, Charles-Henry Le Teuff, Gwénaël Combaret, Valérie Mussard, Eugénie Valteau-Couanet, Dominique Busson, Pierre Bénard, Jean Douc-Rasy, Sétha Cancer Med Clinical Cancer Research Age at diagnosis, stage, and MYCN amplification are the cornerstones of the risk-stratification score of neuroblastoma that enables defining patients at low- and high risk. Refinement of this stratification is needed to optimize standard treatment and to plan future clinical trials. We investigated whether two parental imprinted miRNAs (miR-487b and miR-516a-5p) may lead to a risk score with a better discrimination. Expression levels of maternal miR-487b and paternal miR-516a-5p were determined using quantitative RT-PCR both for 231 neuroblastoma tumors (derivation set) and 101 independent neuroblastoma tumors (validation set). Survival outcomes were overall survival (OS) and disease-free survival (DFS). Multivariable Cox models were developed from derivation set and their performance evaluated using Akaike's information criterion (AIC) (goodness-of-fit) and time-dependent area under curves (discrimination). The selected model was validated using internal and external validation. The prognostic model including current prognostic factors plus miR-487b, miR-516a-5p, and interaction between two miRNAs was selected. Performance of this model was better in terms of both predictive ability (smallest AIC) and discrimination power (AUC close to 0.70). This model identifies three risk groups: high (3), intermediate (2), and low (1). Hazard ratios (HR) across risk groups were HR(2/1) = 6.3 (2.7–14.6), HR(3/1) = 14.8 (7.2–30.2) for OS and HR(2/1) = 2.8 (1.5–5.4), HR(3/1) = 7.2 (3.9–13.4) for DFS. The rank between these three risk groups was maintained and validated when performing internal and external validation. Expression of maternal miR-487b and paternal miR-516a-5p improves the risk stratification. This better discrimination at diagnosis is of clinical utility both for current and future treatments of neuroblastoma patients. BlackWell Publishing Ltd 2014-08 2014-06-13 /pmc/articles/PMC4303168/ /pubmed/24931722 http://dx.doi.org/10.1002/cam4.264 Text en © 2014 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. http://creativecommons.org/licenses/by/3.0/ This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Clinical Cancer Research
Gattolliat, Charles-Henry
Le Teuff, Gwénaël
Combaret, Valérie
Mussard, Eugénie
Valteau-Couanet, Dominique
Busson, Pierre
Bénard, Jean
Douc-Rasy, Sétha
Expression of two parental imprinted miRNAs improves the risk stratification of neuroblastoma patients
title Expression of two parental imprinted miRNAs improves the risk stratification of neuroblastoma patients
title_full Expression of two parental imprinted miRNAs improves the risk stratification of neuroblastoma patients
title_fullStr Expression of two parental imprinted miRNAs improves the risk stratification of neuroblastoma patients
title_full_unstemmed Expression of two parental imprinted miRNAs improves the risk stratification of neuroblastoma patients
title_short Expression of two parental imprinted miRNAs improves the risk stratification of neuroblastoma patients
title_sort expression of two parental imprinted mirnas improves the risk stratification of neuroblastoma patients
topic Clinical Cancer Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4303168/
https://www.ncbi.nlm.nih.gov/pubmed/24931722
http://dx.doi.org/10.1002/cam4.264
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