Login / Signup

The DNA damage response in advanced ovarian cancer: functional analysis combined with machine learning identifies signatures that correlate with chemotherapy sensitivity and patient outcome.

Thomas D J WalkerZahra F FaraahiMarcus J PriceAmy HawardenCaitlin A WaddellBryn RussellDominique M JonesAiste McCormickN GavrielidesS TyagiLaura C WoodhouseBethany WhalleyConnor RobertsEmma J CrosbieRichard John Edmondson
Published in: British journal of cancer (2023)
Whilst individual pathway scores are mechanistically insufficient to describe resistance, holistic DDR and mitochondrial states accurately predict patient survival. Our assay suite demonstrates promise for translational chemosensitivity prediction.
Keyphrases
  • dna damage response
  • machine learning
  • case report
  • genome wide
  • oxidative stress
  • dna repair
  • high throughput
  • artificial intelligence
  • deep learning
  • dna damage