Pharmacometabolomics applied to zonisamide pharmacokinetic parameter prediction

Metabolomics. 2018 May 9;14(5):70. doi: 10.1007/s11306-018-1365-5.

Abstract

Introduction: Zonisamide is a new-generation anticonvulsant antiepileptic drug metabolized primarily in the liver, with subsequent elimination via the renal route.

Objectives: Our objective was to evaluate the utility of pharmacometabolomics in the detection of zonisamide metabolites that could be related to its disposition and therefore, to its efficacy and toxicity.

Methods: This study was nested to a bioequivalence clinical trial with 28 healthy volunteers. Each participant received a single dose of zonisamide on two separate occasions (period 1 and period 2), with a washout period between them. Blood samples of zonisamide were obtained from all patients at baseline for each period, before volunteers were administered any medication, for metabolomics analysis.

Results: After a Lasso regression was applied, age, height, branched-chain amino acids, steroids, triacylglycerols, diacyl glycerophosphoethanolamine, glycerophospholipids susceptible to methylation, phosphatidylcholines with 20:4 FA (arachidonic acid) and cholesterol ester and lysophosphatidylcholine were obtained in both periods.

Conclusion: To our knowledge, this is the only research study to date that has attempted to link basal metabolomic status with pharmacokinetic parameters of zonisamide.

Keywords: High dimensional data; Penalized regression; Personalized medicine; Zonisamide metabolomics.

Publication types

  • Clinical Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Anticonvulsants / blood
  • Anticonvulsants / metabolism
  • Area Under Curve
  • Female
  • Healthy Volunteers
  • Humans
  • Isoxazoles / blood
  • Male
  • Metabolomics / methods*
  • Pharmacological Phenomena / physiology
  • Therapeutic Equivalency
  • Young Adult
  • Zonisamide / metabolism*
  • Zonisamide / pharmacokinetics*

Substances

  • Anticonvulsants
  • Isoxazoles
  • Zonisamide