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Revealing hidden information in osteoblast's mechanotransduction through analysis of time patterns of critical events.

Gianluca AscolaniTimothy M SkerryDamien LacroixEnrico Dall'AraAban Shuaib
Published in: BMC bioinformatics (2020)
The behaviours of the molecular waiting times change with the changing of mechanical load regimes and altered dynamics of feedback loops, presenting the same variation of patterns for similar interacting molecules and identifying specific alterations for key molecules in mechanotransduction. This methodology could be used to provide a new tool to identify potent molecular candidates to modulate mechanotransduction, hence accelerate drug discovery towards therapeutic targets for bone mass upregulation.
Keyphrases
  • drug discovery
  • bone regeneration
  • poor prognosis
  • bone mineral density
  • signaling pathway
  • case report
  • health information
  • healthcare
  • bone loss
  • long non coding rna