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Predicting clozapine dose required to achieve a therapeutic plasma concentration - A comparison of a population algorithm and three algorithms based on gene variant models.

David M TaylorCaroline CahillPaul WallangLouise MillardLuis Ramudo CelaKieran C Breen
Published in: Journal of psychopharmacology (Oxford, England) (2023)
Our gene variant activity score with omeprazole correction gave the best estimate of the clozapine dose required to achieve a minimum therapeutic plasma concentration. The use of this model will allow safer titration of clozapine and may reduce the need for plasma-level monitoring during titration.
Keyphrases
  • machine learning
  • deep learning
  • genome wide
  • copy number
  • gene expression
  • dna methylation
  • neural network