Nature aging

Using network analysis to find existing drugs that target key signs of aging

Updated

Abstract

A network medicine framework mapped 2,358 longevity-associated genes onto the human interactome.

  • Genes linked to each hallmark of aging form connected modules within the network.
  • The proximity of 6,442 compounds to these hallmark modules can be measured.
  • A transcription-based metric, pAGE, evaluates drug-induced expression shifts against known age-related changes.
  • Integration of network proximity and pAGE identifies potential drug-repurposing candidates for specific aging hallmarks.
  • The findings reveal molecular mechanisms through which drugs may influence aging processes.

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Full Text

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Funding

Competing interests

Competing interests: A.-L.B and J.L. are founders of Scipher Medicine, which applies network medicine strategies to biomarker development and personalized drug selection. B.G., J.E. and V.N.G. declare no competing interests.
PubMed

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