Utilizing two-dose difference combined with stable isotope tracing for effective and comprehensive metabolite identification of pioglitazone via ultra-high-performance liquid chromatography-mass spectrometry

Talanta. 2025 Mar 1:284:127209. doi: 10.1016/j.talanta.2024.127209. Epub 2024 Nov 15.

Abstract

Drug metabolite identification is an essential characterization process spanning multiple phases of drug discovery and development. Various data processing techniques have been employed in metabolite identification using high-resolution mass spectrometry. However, metabolite identification is not consistent among approaches. Thus, a more comprehensive approach to drug metabolite identification is required. This paper proposes two-dose difference in conjunction with stable isotope tracing (SIT) to identify pioglitazone (PIO) metabolites. The results of this study revealed thatincubating both native and isotope-labeled PIOs in the same tube led to more stable metabolite identification compared with separated incubation. Our approach offers a high accuracy rate in metabolite identification, with approximately 70 % of metabolites validated as potential PIO metabolites. We compared our developed approach with other 3 approaches, namely the dose-response technique coupled with SIT, mass defect filter coupled with SIT, and orthogonal partial least squares-discriminant analysis. The results revealed that our developed approach was able to identify not only all the potential PIO metabolites identified by the other 3 approaches but also additional metabolites. These results suggest that two-dose difference coupled with SIT is an effective and comprehensive approach for drug metabolite identification.

Keywords: Dose–response technique; Mass defect filter; Stable isotope tracing; Two-dose difference; orthogonal partial least squares–discriminant analysis.

MeSH terms

  • Animals
  • Chromatography, High Pressure Liquid / methods
  • Humans
  • Isotope Labeling
  • Liquid Chromatography-Mass Spectrometry
  • Mass Spectrometry* / methods
  • Microsomes, Liver / chemistry
  • Microsomes, Liver / metabolism
  • Pioglitazone* / analysis
  • Pioglitazone* / metabolism

Substances

  • Pioglitazone