AI Article Synopsis

  • Neuroblastoma is a challenging pediatric tumor primarily influenced by copy number changes that can indicate survival chances, especially in lower-risk cases.
  • An international team analyzed copy number data from 556 high-risk neuroblastoma cases, detailing their methods and findings on data processing and validation.
  • Results reveal that most samples show specific genetic changes and cluster based on MYCN status, highlighting key genes that could help improve prognosis for high-risk patients, with data accessible for further exploration.

Article Abstract

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 LIN28B. 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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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207068PMC
http://dx.doi.org/10.1038/sdata.2018.240DOI Listing

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