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Gastrointestinal transit mathematical model in mice treated with antibiotics

View ORCID ProfileRie Maskawa, View ORCID ProfileLena Takayasu, View ORCID ProfileHideki Takayasu, View ORCID ProfileKeiji Watanabe, View ORCID ProfileShusuke Takemine, View ORCID ProfileTakashi Kakimoto, Kozue Takeshita, View ORCID ProfileSeiko Narushima, View ORCID ProfileWataru Suda, View ORCID ProfileMisako Takayasu
doi: https://doi.org/10.1101/2023.05.05.539495
Rie Maskawa
1Department of Mathematical and Computing Science, School of Computing, Tokyo Institute of Technology, Yokohama, Japan
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Lena Takayasu
2Department of Human ecology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
3RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
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Hideki Takayasu
4Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, Japan
5Sony Computer Science Laboratories, Inc., Tokyo, Japan
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Keiji Watanabe
6Center for Environmental Science in Saitama, Kazo, Saitama, Japan
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Shusuke Takemine
6Center for Environmental Science in Saitama, Kazo, Saitama, Japan
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Takashi Kakimoto
6Center for Environmental Science in Saitama, Kazo, Saitama, Japan
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Kozue Takeshita
7Department of Microbiology and Immunology, Keio University School of Medicine, Tokyo, Japan
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Seiko Narushima
3RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
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Wataru Suda
3RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
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Misako Takayasu
1Department of Mathematical and Computing Science, School of Computing, Tokyo Institute of Technology, Yokohama, Japan
4Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, Japan
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  • For correspondence: akayasu.m.aa@m.titech.ac.jp
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ABSTRACT

Fecal pharmacokinetics is crucial in developing treatment design and evaluating gastrointestinal motility; however, it has not been yet elucidated. This study aimed to elucidate the fecal pharmacokinetics in mice orally administered vancomycin and establish a pharmacokinetic model with interpretable system parameters. In this study, we quantified the antibiotic concentrations in fecal samples collected at high frequency from C57BL/6J mice treated with single oral doses of low and high (1 and 20 mg/mL) concentrations of vancomycin. Samples were taken at approximately 4-hour intervals after administration of antibiotics, making it possible to track the dynamics of vancomycin in the feces with high resolution. Mice structurally pool contents in the stomach and cecum, so we constructed an intestinal transit model that compartmentalizes these organs. Two models were built based on the functional form of gastric content elimination, and physiological parameters such as gastric emptying and intestinal transit time were estimated using high-resolution actual data from each mouse. Fortunately, both models were suitable for evaluating the antibiotic concentrations in feces. By simulation, we confirmed that our estimates of model parameters, which are quite difficult to measure experimentally, are satisfactory. Importantly, this study is applicable to fundamental research relating to pharmacokinetics in the gastrointestinal tract.

NEW & NOTEWORTHY This study tracked the pharmacokinetics of orally administered vancomycin by measuring its concentration in feces and described it using a mathematical model based on the physiological characteristics of mice to replicate these dynamics. As a predictive model, it allows for estimation of drug dynamics outside of the sampling time and extrapolation to individuals with different physiological characteristics.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • Fecal pharmacokinetics is crucial in developing treatment design and evaluating gastrointestinal motility; however, it has not been yet elucidated. This study aimed to elucidate the fecal pharmacokinetics in mice orally administered vancomycin and establish a pharmacokinetic model with interpretable system parameters. In this study, we quantified the antibiotic concentrations in fecal samples collected at high frequency from C57BL/6J mice treated with single oral doses of low and high (1 and 20 mg/mL) concentrations of vancomycin. Samples were taken at approximately 4-hour intervals after administration of antibiotics, making it possible to track the dynamics of vancomycin in the feces with high resolution. Mice structurally pool contents in the stomach and cecum, so we constructed an intestinal transit model that compartmentalizes these organs. Two models were built based on the functional form of gastric content elimination, and physiological parameters such as gastric emptying and intestinal transit time were estimated using high-resolution actual data from each mouse. Fortunately, both models were suitable for evaluating the antibiotic concentrations in feces. By simulation, we confirmed that our estimates of model parameters, which are quite difficult to measure experimentally, are satisfactory. Importantly, this study is applicable to fundamental research relating to pharmacokinetics in the gastrointestinal tract.

  • GLOSSARY

    Ma
    Antibiotic mass in the stomach
    Mb
    Antibiotic mass in the cecum
    Cb
    Antibiotic concentration in the cecum.
    C
    Antibiotic concentration in feces
    q
    Orally administered antibiotic mass
    α
    Rate of elimination from the stomach
    ka
    Elimination rate constant from the stomach
    kb
    Elimination rate constant from the cecum
    A
    Mass of the contents of the cecum
    tb
    Time it takes for all the antibiotic in the stomach to be eliminated
    Δt1
    Time for the antibiotics to appear in the cecum the time for the antibiotics to appear in the cecum
    Δt2
    Time between leaving the cecum and being eliminated as feces
    tS
    Intestinal transit time (=The time for the oral dose to be eliminated as feces)
  • Copyright 
    The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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    Posted May 26, 2023.
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    Gastrointestinal transit mathematical model in mice treated with antibiotics
    Rie Maskawa, Lena Takayasu, Hideki Takayasu, Keiji Watanabe, Shusuke Takemine, Takashi Kakimoto, Kozue Takeshita, Seiko Narushima, Wataru Suda, Misako Takayasu
    bioRxiv 2023.05.05.539495; doi: https://doi.org/10.1101/2023.05.05.539495
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    Gastrointestinal transit mathematical model in mice treated with antibiotics
    Rie Maskawa, Lena Takayasu, Hideki Takayasu, Keiji Watanabe, Shusuke Takemine, Takashi Kakimoto, Kozue Takeshita, Seiko Narushima, Wataru Suda, Misako Takayasu
    bioRxiv 2023.05.05.539495; doi: https://doi.org/10.1101/2023.05.05.539495

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