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Mathematical Modeling of the Gastrointestinal System for Preliminary Drug Absorption Assessment.

Antonio D'AmbrosioFatjon ItajFilippo CacaceVincenzo Piemonte
Published in: Bioengineering (Basel, Switzerland) (2024)
The objective of this study is to demonstrate the potential of a multicompartmental mathematical model to simulate the activity of the gastrointestinal system after the intake of drugs, with a limited number of parameters. The gastrointestinal system is divided into five compartments, modeled as both continuous systems with discrete events (stomach and duodenum) and systems with delay (jejunum, ileum, and colon). The dissolution of the drug tablet occurs in the stomach and is described through the Noyes-Whitney equation, with pH dependence expressed through the Henderson-Hasselbach relationship. The boluses resulting from duodenal activity enter the jejunum, ileum, and colon compartments, where drug absorption takes place as blood flows countercurrent. The model includes only three parameters with assigned physiological meanings. It was tested and validated using data from in vivo experiments. Specifically, the model was tested with the concentration profiles of nine different drugs and validated using data from two drugs with varying initial concentrations. Overall, the outputs of the model are in good agreement with experimental data, particularly with regard to the time of peak concentration. The primary sources of discrepancy were identified in the concentration decay. The model's main strength is its relatively low computational cost, making it a potentially excellent tool for in silico assessment and prediction of drug adsorption in the intestine.
Keyphrases
  • electronic health record
  • drug induced
  • big data
  • emergency department
  • adverse drug
  • data analysis
  • risk assessment
  • drinking water
  • high resolution
  • physical activity
  • climate change
  • mass spectrometry