Use of QSPR Modeling to Characterize In Vitro Binding of Drugs to a Gut-Restricted Polymer
Christine Taylor Brew, James F. Blake, Anita Mistry, Fengling Liu, Diana Carreno, Deidre Madsen, YongQi Mu, Martha R. Mayo, Wilhelm Stahl, David Matthews, Derek Maclean, Steve Harrison · Pharmaceutical Research · 2018
PURPOSE: Polymeric drugs, including patiromer (Veltassa®), bind target molecules or ions in the gut, allowing fecal elimination. Non-absorbed insoluble polymers, like patiromer, avoid common systemic drug-drug interactions (DDIs). However, the potential for DDI via polymer binding to orally administered drugs during transit of the gastrointestinal tract remains. Here we elucidate the properties correlated with drug-patiromer binding using quantitative structure-property relationship (QSPR) models. METHODS: We selected 28 drugs to evaluate for binding to patiromer in vitro over a range of pH and ionic conditions intended to mimic the gut environment. Using this in vitro data, we developed QSPR models using step-wise linear regression and analyzed over 100 physiochemical drug descriptors. RESULTS: = 0.6). Further, certain molecular properties are shared by nonbinding, weak, or strong binding compounds. CONCLUSIONS: These findings offer insight into drivers of in vitro binding to patiromer and describe a useful approach for assessing potential drug-binding risk of investigational polymeric drugs.