Background: Neuroblastoma is the most common, pediatric, extra-cranial, malignant solid tumor. Despite multimodal therapeutic protocols, outcome for children with a high-risk clinical phenotype remains poor, with long-term survival still less than 40%. Hereby, we evaluated the potential of non-coding RNA expression to predict outcome in high-risk, stage 4 neuroblastoma. Methods: We analyzed expression of 481 Ultra Conserved Regions (UCRs) by reverse transcription-quantitative real-time PCR and of 723 microRNAs by microarrays in 34 high-risk, stage 4 neuroblastoma patients. Results: First, the comparison of 8 short-versus 12 long-term survivors showed that 54 UCRs were significantly (P < 0.0491) over-expressed in the former group. For 48 Ultra Conserved Region ( UCRs) the expression levels above the cut-off values defined by ROC curves were strongly associated with good-outcome (OS: 0.0001 < P < 0.0185, EFS: 0.0001 < P < 0.0491). Then we tested the Transcribed-UCR (T-UCR) threshold risk-prediction model on an independent cohort of 14 patients. The expression profile of 28 T-UCRs was significantly associated to prognosis and at least 15 up-regulated T-UCRs are needed to discriminate (P < 0.0001) short-from long-survivors at the highest sensitivity and specificity (94.12%). We also identified a signature of 13 microRNAs differently expressed between long- and short-surviving patients. The comparative analysis of the two classes of non-coding RNAs disclosed that 9 T-UCRs display their expression level that are inversely correlated with expression of 5 complementary microRNAs of the signature, indicating a negative regulation of T-UCRs by direct interaction with microRNAs. Moreover, 4 microRNAs down-regulated in tumors of long- survivors target 3 genes implicated in neuronal differentiation, that are known to be over-expressed in low-risk tumors. Conclusions: Our pilot study suggests that a deregulation of the microRNA/T-UCR network may play an important role in the pathogenesis of neuroblastoma. After further validation on a larger independent set of samples, such findings may be applied as the first T-UCR prognostic signature for high-risk neuroblastoma patients.
机构:
Barts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Bustin, Stephen A.
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Benes, Vladimir
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EMBL Heidelberg, Genom Core Facil, Heidelberg, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Benes, Vladimir
;
Garson, Jeremy A.
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UCL, Dept Infect, Ctr Virol, London, England
UCL Hosp, NHS Fdn Trust, Dept Virol, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Garson, Jeremy A.
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Hellemans, Jan
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Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Hellemans, Jan
;
Huggett, Jim
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UCL, Ctr Infect Dis, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Huggett, Jim
;
Kubista, Mikael
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机构:
TATAA Bioctr, Gothenburg, Sweden
Inst Biotechnol AS CR, Prague, Czech RepublicBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Kubista, Mikael
;
Mueller, Reinhold
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机构:
Sequenom, San Diego, CA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Mueller, Reinhold
;
Nolan, Tania
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Sigma Aldrich, Haverhill, MA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Nolan, Tania
;
Pfaffl, Michael W.
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Tech Univ Munich, D-8050 Freising Weihenstephan, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Pfaffl, Michael W.
;
Shipley, Gregory L.
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Univ Texas Houston, Hlth Sci Ctr, Dept Integrat Biol & Pharmacol, Quantitat Genom Core Lab, Houston, TX USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Shipley, Gregory L.
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Vandesompele, Jo
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Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Vandesompele, Jo
;
Wittwer, Carl T.
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h-index: 0
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Univ Utah, Dept Pathol, Salt Lake City, UT USA
ARUP Inst Clin & Expt Pathol, Salt Lake City, UT USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
机构:
Barts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Bustin, Stephen A.
;
Benes, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
EMBL Heidelberg, Genom Core Facil, Heidelberg, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Benes, Vladimir
;
Garson, Jeremy A.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Infect, Ctr Virol, London, England
UCL Hosp, NHS Fdn Trust, Dept Virol, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Garson, Jeremy A.
;
Hellemans, Jan
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Hellemans, Jan
;
Huggett, Jim
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Ctr Infect Dis, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Huggett, Jim
;
Kubista, Mikael
论文数: 0引用数: 0
h-index: 0
机构:
TATAA Bioctr, Gothenburg, Sweden
Inst Biotechnol AS CR, Prague, Czech RepublicBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Kubista, Mikael
;
Mueller, Reinhold
论文数: 0引用数: 0
h-index: 0
机构:
Sequenom, San Diego, CA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Mueller, Reinhold
;
Nolan, Tania
论文数: 0引用数: 0
h-index: 0
机构:
Sigma Aldrich, Haverhill, MA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Nolan, Tania
;
Pfaffl, Michael W.
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Munich, D-8050 Freising Weihenstephan, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Pfaffl, Michael W.
;
Shipley, Gregory L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Houston, Hlth Sci Ctr, Dept Integrat Biol & Pharmacol, Quantitat Genom Core Lab, Houston, TX USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Shipley, Gregory L.
;
Vandesompele, Jo
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Vandesompele, Jo
;
Wittwer, Carl T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Pathol, Salt Lake City, UT USA
ARUP Inst Clin & Expt Pathol, Salt Lake City, UT USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England