Multifaceted enrichment analysis of RNA–RNA crosstalk reveals cooperating micro-societies in human colorectal cancer

نویسندگان

  • Tommaso Mazza
  • Gianluigi Mazzoccoli
  • Caterina Fusilli
  • Daniele Capocefalo
  • Anna Panza
  • Tommaso Biagini
  • Stefano Castellana
  • Annamaria Gentile
  • Angelo De Cata
  • Orazio Palumbo
  • Raffaella Stallone
  • Rosa Rubino
  • Massimo Carella
  • Ada Piepoli
چکیده

Alterations in the balance of mRNA and microRNA (miRNA) expression profiles contribute to the onset and development of colorectal cancer. The regulatory functions of individual miRNA-gene pairs are widely acknowledged, but group effects are largely unexplored. We performed an integrative analysis of mRNA-miRNA and miRNA-miRNA interactions using high-throughput mRNA and miRNA expression profiles obtained from matched specimens of human colorectal cancer tissue and adjacent non-tumorous mucosa. This investigation resulted in a hypernetwork-based model, whose functional backbone was fulfilled by tight micro-societies of miRNAs. These proved to modulate several genes that are known to control a set of significantly enriched cancer-enhancer and cancer-protection biological processes, and that an array of upstream regulatory analyses demonstrated to be dependent on miR-145, a cell cycle and MAPK signaling cascade master regulator. In conclusion, we reveal miRNA-gene clusters and gene families with close functional relationships and highlight the role of miR-145 as potent upstream regulator of a complex RNA-RNA crosstalk, which mechanistically modulates several signaling pathways and regulatory circuits that when deranged are relevant to the changes occurring in colorectal carcinogenesis.

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عنوان ژورنال:

دوره 44  شماره 

صفحات  -

تاریخ انتشار 2016