Integration of genomic copy number variations and chemotherapy-response biomarkers in pediatric sarcoma

Lijun Cheng1, Pankita H Pandya2,3, Enze Liu1,4

  • 1Department of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH, 43210, USA.

BMC Medical Genomics
|February 2, 2019
PubMed
Abstract

Insights

Copy number variations (CNVs) in pediatric sarcomas can predict chemotherapy response. Identifying these genomic alterations offers new therapeutic strategies for Osteosarcoma (OS), Rhabdomyosarcoma (RMS), and Ewing

Area of Science:

  • Genomic instability in pediatric sarcomas
  • Cancer genomics and personalized medicine

Background:

  • Pediatric sarcomas exhibit complex chromosomal aberrations, including copy number variations (CNVs).
  • CNVs can drive sarcoma development, progression, and relapse, necessitating new therapeutic strategies.
  • Evaluating CNVs offers insights into molecular targets for improved treatment outcomes.

Purpose of the Study:

  • To identify predictive biomarkers for chemotherapeutic response in pediatric Osteosarcoma (OS), Rhabdomyosarcoma (RMS), and Ewing's Sarcoma Family of Tumors (ESFTs).
  • To analyze copy number variations (CNVs) in relation to chemotherapy response using publicly available datasets.

Main Methods:

  • Comparative genomic analysis of 206 pediatric sarcoma CNV profiles from TARGET and NCBI GEO databases against 22,255 healthy individuals from DGV.
  • Integration of CNVs from CCLE with drug-response data from 27 sarcoma cell lines in CTRP Version 2.
  • Identification of CNV patterns associated with genomic instability and therapeutic response.

Main Results:

  • Significant genes associated with survival/recurrence were identified on chromosome 8q, 1q, 12q, and X.
  • A pool of 63 genes with amplifications/deletions frequently correlated with recurrence across OS, RMS, and ESFTs.
  • 33 CNVs out of 63 genes correlated with sensitivity or resistance to 17 chemotherapies, revealing actionable CNV signatures like IGF1R, MYC, and MDM2.

Conclusions:

  • Large-scale CNV-drug screening provides a platform for evaluating genetic alterations in aggressive pediatric sarcomas.
  • CNVs show potential as prognostic and predictive biomarkers for therapeutic response.
  • Findings can guide patient-specific therapeutic options for pediatric bone and soft-tissue sarcomas.

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