Dissecting the Functional Mechanisms of Somatic Copy-Number Alterations Based on Dysregulated ceRNA Networks across

Yanyan Ping1, Yao Zhou1, Jing Hu1

  • 1College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China.

Insights

Somatic copy-number alterations (SCNAs) drive cancer, but their roles are unclear. This study reveals how SCNA-driven changes in competing endogenous RNA (ceRNA) networks impact cancer pathways and heterogeneity.

Area of Science:

  • Genomics
  • Cancer Biology
  • Bioinformatics

Background:

  • Somatic copy-number alterations (SCNAs) are key drivers of tumor development and evolution.
  • The precise functional contributions of SCNAs across the genome remain largely uncharacterized.

Purpose of the Study:

  • To develop an integrative strategy for elucidating the functional roles of driver SCNAs in cancer by analyzing dysregulated competing endogenous RNA (ceRNA) networks.
  • To identify specific driver SCNAs and their mechanisms in lower-grade glioma (LGG) and across various cancer types.

Main Methods:

  • Integrated analysis of SCNA data with ceRNA network dysregulation patterns.
  • Identification of driver SCNAs in lower-grade glioma (LGG).
  • Pan-cancer analysis to investigate SCNA roles in different cancer types and their miRNA-mediated regulations.

Main Results:

  • Identified 44 driver SCNAs in LGG, with homozygous deletion of six 9p21.3 genes defining a poor-prognosis LGG subtype.
  • Observed that SCNA-driven ceRNA network dysregulation primarily involves the loss of correlation relationships.
  • Pan-cancer analysis revealed that SCNAs dysregulate ceRNA networks differently across cancer types, often through distinct miRNA-mediated mechanisms.

Conclusions:

  • The proposed strategy effectively dissects SCNA functions via ceRNA networks, complementing protein-coding gene functions and offering insights into noncoding RNA roles.
  • SCNAs contribute to cancer heterogeneity through diverse functional mechanisms and ceRNA network disruptions across different cancers.
  • This approach provides a novel framework for identifying SCNA-driven pathogenic mechanisms in a wide range of cancers.

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