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Analyzing the Mechanisms Behind Macrolide Antibiotic-Induced Liver Injury Using Quantitative Systems Toxicology
Jeffrey L Woodhead1, Kyunghee Yang2, David Oldach3
1DILIsym Services, Inc., a Simulations Plus Company, 6 Davis Drive, PO Box 12317, Research Triangle Park, North Carolina, 27709, USA. jwoodhead@dilisym.com.
Purpose:
Macrolide antibiotics are commonly prescribed treatments for drug-resistant bacterial infections; however, many macrolides have been shown to cause liver enzyme elevations and one macrolide, telithromycin, has been pulled from the market by its provider due to liver toxicity. This work seeks to assess the mechanisms responsible for the toxicity of macrolide antibiotics.
Methods:
Five macrolides were assessed in in vitro systems designed to test for bile acid transporter inhibition, mitochondrial dysfunction, and oxidative stress. The macrolides were then represented in DILIsym, a quantitative systems pharmacology (QST) model of drug-induced liver injury, placing the in vitro results in context with each compound's predicted liver exposure and known biochemistry.
Results:
DILIsym results suggest that solithromycin and clarithromycin toxicity is primarily due to inhibition of the mitochondrial electron transport chain (ETC) while erythromycin toxicity is primarily due to bile acid transporter inhibition. Telithromycin and azithromycin toxicity was not predicted by DILIsym and may be caused by mechanisms not currently incorporated into DILIsym or by unknown metabolite effects.
Conclusions:
The mechanisms responsible for toxicity can be significantly different within a class of drugs, despite the structural similarity among the drugs. QST modeling can provide valuable insight into the nature of these mechanistic differences.
Insights
Macrolide antibiotics can cause liver injury through different mechanisms, such as mitochondrial dysfunction or bile acid transporter inhibition. Quantitative systems pharmacology modeling helps reveal these distinct toxicity pathways for drug-induced liver injury (DILI).
Area of Science:
- Pharmacology
- Toxicology
- Drug-induced liver injury (DILI)
Background:
- Macrolide antibiotics are crucial for treating bacterial infections but can cause liver enzyme elevations.
- Telithromycin, a macrolide, was withdrawn due to liver toxicity, highlighting the need to understand macrolide-induced hepatotoxicity.
Purpose of the Study:
- To investigate the underlying mechanisms of liver toxicity associated with various macrolide antibiotics.
- To differentiate the specific pathways leading to toxicity within the macrolide class.
Main Methods:
- In vitro assays were used to evaluate bile acid transporter inhibition, mitochondrial dysfunction, and oxidative stress for five macrolides.
- Quantitative systems pharmacology (QST) modeling (DILIsym) integrated in vitro data with predicted liver exposure to assess DILI risk.
Main Results:
- Solithromycin and clarithromycin toxicity were linked to mitochondrial electron transport chain (ETC) inhibition.
- Erythromycin toxicity was primarily associated with bile acid transporter inhibition.
- DILIsym did not predict toxicity for telithromycin and azithromycin, suggesting potential unmodeled mechanisms or metabolite effects.
Conclusions:
- Mechanisms of drug-induced liver injury vary significantly among structurally similar macrolide antibiotics.
- Quantitative systems pharmacology (QST) modeling is a valuable tool for elucidating these mechanistic differences in drug toxicity.
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