AI Article Synopsis

  • Advances in computing technology have improved the ability to create complex physiologically based pharmacokinetic (PBPK) models, which can account for specific disease conditions when predicting how drugs behave in the body.
  • This study focused on developing and validating PBPK models for the drug captopril, specifically for populations with chronic kidney disease (CKD) and chronic heart failure (CHF).
  • The models successfully predicted how captopril is processed in patients with varying severity of CKD and CHF, indicating their potential to help personalize dosages for these patients.

Article Abstract

The advancement in the processing speeds of computing machines has facilitated the development of complex physiologically based pharmacokinetic (PBPK) models. These PBPK models can incorporate disease-specific data and could be used to predict pharmacokinetics (PK) of administered drugs in different chronic conditions. The present study aimed to develop and evaluate PBPK drug-disease models for captopril after incorporating relevant pathophysiological changes occurring in adult chronic kidney disease (CKD) and chronic heart failure (CHF) populations. The population-based PBPK simulator Simcyp was used as a modeling and simulation platform. The visual predictive checks and mean observed/predicted ratios (ratio) of the PK parameters were used for model evaluation. The developed disease models were successful in predicting captopril PK in all three stages of CKD (mild, moderate, and severe) and CHF, as the observed and predicted PK profiles and the ratio for the PK parameters were in close agreement. The developed captopril PBPK models can assist in tailoring captopril dosages in patients with different disease severity (CKD and CHF).

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8060346PMC
http://dx.doi.org/10.1038/s41598-021-88154-2DOI Listing

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