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A fractional order impedance model for heterogeneous drug distribution in obese patients during general anesthesia

  • Amani R. Ynineb
  • , Erhan Yumuk
  • , Hamed Farbakhsh
  • , Ghada Ben Othman
  • , Dana Copot
  • , Isabela R. Birs
  • , Cristina I. Muresan
  • , Robin De Keyser
  • , Samir Ladaci
  • , Clara M. Ionescu
  • , Martine Neckebroek
  • Ghent University
  • Technical University of Cluj-Napoca
  • National Polytechnic School, Algeria

Research output: Contribution to journalConference articlepeer-review

3 Citations (Scopus)

Abstract

Personalised pharmacokinetic models imply stepping away from the classical assumption of homogeneous drug mixing in various tissue compartments in the body, with a particular impact on obese patients. In this work, the pharmacokinetic compartmental model structure is revisited to account for non-uniform distribution of uptake/clearance time constants in patients as a nonlinear function of body mass index. Simulations are confirming expected patterns of drug distribution in the body and can account for post-anesthesia side effects up to 72 hours. We apply spectroscopy to extract the complex impedance in fat tissue samples. The data is modelled by a Cole-Cole model, where parameters of the fractional order impedance model are optimized using a genetic algorithm. The findings suggest that fat tissue will exhibit anomalous diffusion when drug uptake and clearance are present.

Original languageEnglish
Pages (from-to)61-66
Number of pages6
JournalIFAC-PapersOnLine
Volume58
Issue number12
DOIs
Publication statusPublished - 1 Jul 2024
Event12th IFAC Conference on Fractional Differentiation and its Applications, ICFDA 2024 - Bordeaux, France
Duration: 9 Jul 202412 Jul 2024

Bibliographical note

Publisher Copyright:
© 2024 The Authors. This is an open access article under the CC BY-NC-ND license.

Keywords

  • Cole-Cole model
  • bioimpedance
  • compartmental modelling
  • fractional order impedance model
  • frequency domain
  • general anesthesia
  • spectroscopy

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