Quantitative Proteomics and Mechanistic Modeling of Transporter-Mediated Disposition in Nonalcoholic Fatty Liver Disease.
Anna VildhedeEmi KimotoRyan M PelisA David RodriguesManthena V S VarmaPublished in: Clinical pharmacology and therapeutics (2019)
Understanding transporter-mediated drug disposition and pharmacokinetics (PK) in patients with nonalcoholic fatty liver disease (NAFLD) is critical in developing treatment options. Here, we quantified the expression levels of major drug transporters in healthy, steatosis, and nonalcoholic steatohepatitis (NASH) liver samples, via liquid-chromatography tandem mass spectrometry-based proteomics, and used the data to predict the PK of substrate drugs in the disease state. Expression of organic anion transporting polypeptides (OATPs) and multidrug resistance-associated protein (MRP)2 is significantly lower in NASH livers; whereas MRP3 is induced while no change was observed for organic cation transporter (OCT)1. Physiologically-based pharmacokinetic models verified with PK data from healthy subjects well recovered the PK in NASH subjects for morphine (involving OCT1) and its glucuronide metabolites (MRP2/MRP3/OATP1B), 99m TC-mebrofenen (OATP1B/MRP2/MRP3), and rosuvastatin (OATP1B/breast cancer resistance protein). Overall, considerations to altered protein expression can enable quantitative prediction of PK changes in subjects with NAFLD.
Keyphrases
- liquid chromatography tandem mass spectrometry
- poor prognosis
- mass spectrometry
- electronic health record
- binding protein
- drug induced
- simultaneous determination
- high resolution
- ionic liquid
- big data
- high fat diet
- type diabetes
- high glucose
- diabetic rats
- amino acid
- skeletal muscle
- water soluble
- artificial intelligence
- data analysis
- liquid chromatography