Data Descriptor: Meta-mining of copy number profiles of high-risk neuroblastoma tumors

被引:21
作者
Depuydt, Pauline [1 ,2 ]
Koster, Jan [3 ]
Boeva, Valentina [4 ,5 ]
Hocking, Toby D. [6 ]
Speleman, Frank [1 ,2 ]
Schleiermacher, Gudrun [7 ,8 ,9 ]
De Preter, Katleen [1 ,2 ]
机构
[1] Univ Ghent, Ctr Med Genet, Ghent, Belgium
[2] Univ Ghent, CRIG, Ghent, Belgium
[3] Univ Amsterdam, Acad Med Ctr, Dept Oncogen, Amsterdam, Netherlands
[4] Univ Paris 05, CNRS, Inst Cochin, INSERM,U1016,UMR 8104,UMR S1016, F-75014 Paris, France
[5] PSL Res Univ, Mines ParisTech, Inst Curie, INSERM,U900, F-75005 Paris, France
[6] McGill Univ, Dept Human Genet, Montreal, PQ, Canada
[7] Inst Curie, RTOP, Paris, France
[8] Inst Curie, Dept Pediat Oncol, Paris, France
[9] INSERM, U830, Paris, France
关键词
MUTATIONS; AGE;
D O I
10.1038/sdata.2018.240
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Neuroblastoma, a pediatric tumor of the sympathetic nervous system, is predominantly driven by copy number aberrations, which predict survival outcome in global neuroblastoma cohorts and in low-risk cases. For high-risk patients there is still a need for better prognostic biomarkers. Via an international collaboration, we collected copy number profiles of 556 high-risk neuroblastomas generated on different array platforms. This manuscript describes the composition of the dataset, the methods used to process the data, including segmentation and aberration calling, and data validation. t-SNE analysis shows that samples cluster according to MYCN status, and shows a difference between array platforms. 97.3% of samples are characterized by the presence of segmental aberrations, in regions frequently affected in neuroblastoma. Focal aberrations affect genes known to be involved in neuroblastoma, such as ALK and L1N288. To conclude, we compiled a unique large copy number dataset of high-risk neuroblastoma tumors, available via R2 and a Shiny web application. The availability of patient survival data allows to further investigate the prognostic value of copy number aberrations.
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收藏
页数:9
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