The International Consortium for Innovation and Quality for Pharmaceutical Development Transporter Working Group analyzed survey results submitted by 17 member companies describing in vitro and in vivo data for drug-drug interactions (DDI) based on drug transporter inhibition. Trends for in vitro-in vivo correlation and impact of physicochemical properties on potential for clinical inhibition were explored for intestinal (P-glycoprotein/breast cancer resistance protein), hepatic (organic anion transporting polypeptide [OATP]1Bs), and renal (organic cation transporter 2/organic anion transporter/multidrug and toxin extrusion proteins) drug transporters. The dataset comprised 58 clinical inhibition studies involving 42 compounds as DDI perpetrators, balanced across Biopharmaceutics Classification System/Biopharmaceutical Drug Disposition Classification System classes and therapeutic areas. Studies were often triggered by in vitro data indicating potential clinical DDI risk or based on anticipated comedications. Overall findings suggest that the magnitude of transporter-mediated drug interactions was relatively low for the majority of the studies (<2-fold increase in exposures). Larger area under the curve, Cmax, or renal clearance changes in the presence of inhibitors were often seen with compounds that inhibited more than 1 pathways. Interactions >2-fold were only reported for statin probe substrates with OATP1B, breast cancer resistance protein, and/or CYP3A4 inhibitors. Consistent with previous reports, low false negative and high false positive rates were observed when applying static cutoff criteria suggested by regulatory agencies for both P-glycoprotein and OATPs. Lastly, the physicochemical analyses demonstrated that clinical inhibitors of P-glycoprotein and breast cancer resistance protein tended to be more lipophilic than noninhibitors (median log D, 2.9 vs 1.7), and OATP1B1/1B3 inhibitors also tended to have higher molecular weights (median, 700 vs 530 Da). This work highlights current strategies for identifying transporter-mediated DDI risks and the need to incorporate additional approaches, such as biomarker profiling and predictive modeling, for nuanced insights. SIGNIFICANCE STATEMENT: A diverse dataset comprising 58 clinical studies evaluating transporter inhibition showed that inhibitors of P-glycoprotein, breast cancer resistance protein, and organic anion transporting polypeptide-1B transporters tend to be more lipophilic and larger than noninhibitors. Greater than 2-fold interactions were generally observed with substrates involving multipathway inhibitors of organic anion transporting polypeptide-1B, breast cancer resistance protein, and/or CYP3A. Low false negative and high false positive rates were observed when applying the static cutoff values in the regulatory guidance, indicating adequacy of static approach with a role for additional approaches such as modeling or biomarkers for nuanced insights.
The International Consortium for Innovation and Quality in Pharmaceutical Development Transporter Working Group had a rare opportunity to analyze a crosspharma collation of in vitro data and assay methods for the evaluation of drug transporter substrate and inhibitor potential. Experiments were generally performed in accordance with regulatory guidelines. Discrepancies, such as not considering the impact of preincubation for inhibition and free or measured in vitro drug concentrations, may be due to the retrospective nature of the dataset and analysis. Lipophilicity was a frequent indicator of crosstransport inhibition (P-gp, BCRP, OATP1B, and OCT1), with high molecular weight (MW ≥500 Da) also common for OATP1B and BCRP inhibitors. A high level of overlap in in vitro inhibition across transporters was identified for BCRP, OATP1B1, and MATE1, suggesting that prediction of DDIs for these transporters will be common. In contrast, inhibition of OAT1 did not coincide with inhibition of any other transporter. Neutrals, bases, and compounds with intermediate-high lipophilicity tended to be P-gp and/or BCRP substrates, whereas compounds with MW <500 Da tended to be OAT3 substrates. Interestingly, the majority of in vitro inhibitors were not reported to be followed up with a clinical study by the submitting company, whereas those compounds identified as substrates generally were. Approaches to metabolite testing were generally found to be similar to parent testing, with metabolites generally being equally or less potent than parent compounds. However, examples where metabolites inhibited transporters in vitro were identified, supporting the regulatory requirement for in vitro testing of metabolites to enable integrated clinical DDI risk assessment. SIGNIFICANCE STATEMENT: A diverse dataset showed that transporter inhibition often correlated with lipophilicity and molecular weight (>500 Da). Overlapping transporter inhibition was identified, particularly that inhibition of BCRP, OATP1B1, and MATE1 was frequent if the compound inhibited other transporters. In contrast, inhibition of OAT1 did not correlate with the other drug transporters tested.
AbstractRecent reports suggest that plasma riboflavin may serve as a biomarker for BCRP inhibition in humans. However, the clinical data supporting this claim have been limited, with only two studies showing modest increases in riboflavin levels after administration of a BCRP inhibitor. We have recently demonstrated that co‐administration of 375 mg once daily (q.d.) cedirogant, an in vitro BCRP inhibitor, significantly increased rosuvastatin (an OATP1B1/1B3 and BCRP substrate) exposures but did not change the levels of the OATP1B endogenous biomarker coproporphyrin‐I, demonstrating that cedirogant is a clinical BCRP inhibitor. Samples from this same cedirogant clinical drug–drug interaction study were utilized to test the hypothesis that endogenous plasma riboflavin is a biomarker of BCRP inhibition. Plasma riboflavin levels in the absence of cedirogant ranged from 1 to 10 ng/mL across the 11 participants analyzed with minimal (<20%) intrasubject variability over a 24‐hour interval. Contrary to expectations, 375 mg q.d. oral administration of cedirogant did not increase riboflavin levels. These data strongly suggest that endogenous plasma riboflavin is not a viable biomarker for BCRP inhibition in humans.
The voltage-gated sodium channel Nav1.7 is an attractive target for the treatment of pain based on the high level of target validation with genetic evidence linking Nav1.7 to pain in humans. Our effort to identify selective, CNS-penetrant Nav1.7 blockers with oral activity, improved selectivity, good drug-like properties, and safety led to the discovery of 2-substituted quinolines and quinolones as potent small molecule Nav1.7 blockers. The design of these molecules focused on maintaining potency at Nav1.7, improving selectivity over the hERG channel, and overcoming phospholipidosis observed with the initial leads. The structure-activity relationship (SAR) studies leading to the discovery of (R)-(3-fluoropyrrolidin-1-yl)(6-((5-(trifluoromethyl)pyridin-2-yl)oxy)quinolin-2-yl)methanone (ABBV-318) are described herein. ABBV-318 displayed robust in vivo efficacy in both inflammatory and neuropathic rodent models of pain. ABBV-318 also inhibited Nav1.8, another sodium channel isoform that is an active target for the development of new pain treatments.
The successful prospective incorporation of in vitro transporter kinetics in physiologically based pharmacokinetic (PBPK) models to describe drug disposition remains challenging. Although determination of scaling factors to extrapolate in vitro to in vivo transporter kinetics has been facilitated by quantitative proteomics, no robust assessment comparing membrane recoveries between different cells/tissues has been made. HEK293 cells overexpressing OCT2, MATE1, and MATE2K or human kidney cortex were homogenized and centrifuged to obtain the total membrane fractions, which were subsequently subjected to liquid-liquid extraction followed by centrifugation and precipitation to isolate plasma membrane fractions. Plasma membrane recoveries determined by quantitation of the marker Na+/K+-ATPase in lysate and plasma membrane fractions were ≤20% but within 3-fold across different cells and tissues. A separate study demonstrated that recoveries are comparable between basolateral and apical membranes of renal proximal tubules, as measured by Na+/K+-ATPase and γ-glutamyl transpeptidase 1, respectively. The plasma membrane expression of OCT2, MATE1, and MATE2K was quantified and relative expression factors (REFs) were determined as the ratio between the tissue and cell concentrations. Corrections using plasma membrane recovery had minimal impact on REF values (<2-fold). In vitro transporter kinetics of metformin were extrapolated to in vivo using the corresponding REFs in a PBPK model. The simulated metformin exposures were within 2-fold of clinical exposure. These results demonstrate that transporter REFs based on plasma membrane expression enable a prediction of transporter-mediated drug disposition. Such REFs may be estimated without the correction of plasma membrane recovery when the same procedure is applied between different matrices. SIGNIFICANCE STATEMENT Transporter REFs based on plasma membrane expression enable in vitro-in vivo extrapolation of transporter kinetics. Plasma membrane recoveries as determined by the quantification of sodium-potassium adenosine triphosphatase were comparable between the in vitro and in vivo systems used in the present study, and therefore had minimal impact on the transporter REF values.
Organic anion transporting polypeptide (OATP) 1B1 and OATP1B3 are involved in the disposition of a variety of commonly prescribed drugs. The evaluation of OATP1B1/1B3 inhibition potential by investigational drugs is of interest during clinical drug development due to various adverse events associated with increased exposures of their substrates. Regulatory guidance documents on the in vitro assessment of OATP1B1/1B3 inhibition potential are conservative with up to a third of predictions resulting in false positives. This work investigated the utility of OATP1B1/1B3 endogenous biomarkers, coproporphyrin (CP)‐I and CP‐III, to assess clinical inhibition of OATP1B1/1B3 and potentially eliminate the need for prospective clinical drug‐drug interaction (DDI) studies. Correlations between CP‐I exposures and various OATP1B1 static DDI predictions were also evaluated. Glecaprevir/pibrentasvir (GLE/PIB) 300/120 mg fixed‐dose combination is known to cause clinical inhibition of OATP1B1/1B3. In a clinical study evaluating the relative bioavailability of various formulations of GLE/PIB regimen, CP‐I peak plasma concentration (Cmax) ratio and 0–16‐hour area under the concentration‐time curve (AUC0–16) ratio relative to baseline increased with increasing GLE exposures, whereas there was a modest correlation between GLE exposure and CP‐III Cmax ratio but no correlation with CP‐III AUC0–16 ratio. This suggests that CP‐I is superior to CP‐III as an endogenous biomarker for evaluation of OATP1B1 inhibition. There was a significant correlation between CP‐I and GLE Cmax (R2 = 0.65; P < 0.001) across individual subjects. Correlation analysis between GLE OATP1B1 R values and CP‐I exposures (Cmax ratio and AUC0–16 ratio) suggests that an R value of > 3 can predict a biologically meaningful inhibition of OATP1B1 when the inhibitor clinical pharmacokinetic parameters are available.
Our HCV research program investigated novel 2'-dihalogenated nucleoside HCV polymerase inhibitors and identified compound 1, a 5'-phosphoramidate prodrug of 2'-deoxy-2'-alpha-bromo-beta-chloro uridine. Although 1 had a favorable in vitro activity profile in HCV replicons, oral dosing in dog resulted in low levels of the active 5'-triphosphate (TP) in liver. Metabolism studies using human hepatocytes provided a simple assay for screening alternative phosphoramidate prodrug analogs. Compounds that produced high TP concentrations in hepatocytes were tested in dog liver biopsy studies. This method identified 2-aminoisobutyric acid ethyl ester (AIBEE) phosphoramidate prodrug 14, which provided 100-fold higher TP concentrations in dog liver in comparison to 1 (4 and 24 h after 5 mg/kg oral dose).
A research program to discover solubilizing prodrugs of the HCV NS5A inhibitor pibrentasvir (PIB) identified phosphomethyl analog 2 and trimethyl-lock (TML) prodrug 9. The prodrug moiety is attached to a benzimidazole nitrogen atom via an oxymethyl linkage to allow for rapid and complete release of the drug for absorption following phosphate removal by intestinal alkaline phosphatase. These prodrugs have good hydrolytic stability properties and improved solubility compared to PIB, both in aqueous buffer (pH 7) and FESSIF (pH 5). TML prodrug 9 provided superior in vivo performance, delivering high plasma concentrations of PIB in PK studies conducted in mice, dogs, and monkeys. The improved dissolution properties of these phosphate prodrugs provide them the potential to simplify drug dosage forms for PIB-containing HCV therapy.
Cobicistat has been reported to increase serum creatinine clinically without affecting glomerular filtration. This was ascribed to transient inhibition of MATE1-mediated renal creatinine secretion. Interestingly, a structurally similar drug, ritonavir, has not been associated with serum creatinine increases at the pharmacoenhancer dose. The present study was aimed to investigate the translation of in vitro MATE1/2K inhibition to clinical creatinine increase (cobicistat) and lack of it (ritonavir) considering their intracellular concentrations in renal proximal tubules. Uptake studies showed ritonavir and cobicistat are unlikely substrates for OCT2. The steady-state unbound concentration in the cytosol of human renal proximal tubule epithelial cells was comparable with the extracellular unbound concentration, suggesting that the entry of these compounds is predominantly mediated by passive diffusion. Ritonavir and cobicistat are MATE1 and MATE2K inhibitors with IC50 values of 3.1 and 90 mu M (ritonavir), and 4.4 and 3.2 mM (cobicistat), respectively. However, the unbound cytosolic concentrations (C-u,C-cytosol) of ritonavir and cobicistat in human renal proximal tubule epithelial cells, 0.065 and 0.10 mu M, respectively, after incubation with the clinical maximum total plasma concentrations at pharmacoenhancer doses does not support inhibition in vivo; C-u,C-cytosol >30 fold lower than IC(50)s. These results demonstrate that MATE1/2K inhibition is unlikely the mechanism of the clinical creatinine elevations with cobicistat. (c) 2019 American Pharmacists Association (R). Published by Elsevier Inc. All rights reserved.
Cobicistat has been reported to increase serum creatinine clinically without affecting glomerular filtration. This was ascribed to transient inhibition of MATE1-mediated renal creatinine secretion. Interestingly, a structurally similar drug, ritonavir, has not been associated with serum creatinine increases at the pharmacoenhancer dose. The present study was aimed to investigate the translation of in vitro MATE1/2K inhibition to clinical creatinine increase (cobicistat) and lack of it (ritonavir) considering their intracellular concentrations in renal proximal tubules. Uptake studies showed ritonavir and cobicistat are unlikely substrates for OCT2. The steady-state unbound concentration in the cytosol of human renal proximal tubule epithelial cells was comparable with the extracellular unbound concentration, suggesting that the entry of these compounds is predominantly mediated by passive diffusion. Ritonavir and cobicistat are MATE1 and MATE2K inhibitors with IC50 values of 3.1 and 90 μM (ritonavir), and 4.4 and 3.2 μM (cobicistat), respectively. However, the unbound cytosolic concentrations (Cu,cytosol) of ritonavir and cobicistat in human renal proximal tubule epithelial cells, 0.065 and 0.10 μM, respectively, after incubation with the clinical maximum total plasma concentrations at pharmacoenhancer doses does not support inhibition in vivo; Cu,cytosol >30 fold lower than IC50s. These results demonstrate that MATE1/2K inhibition is unlikely the mechanism of the clinical creatinine elevations with cobicistat.
Hepatitis C virus (HCV) nucleoside inhibitors have been a key focus of nearly 2 decades of HCV drug research due to a high barrier to drug resistance and pan-genotypic activity profile provided by molecules in this drug class. Our investigations focused on several potent 2'-halogenated uridine-based HCV polymerase inhibitors, resulting in the discovery of novel 2'-deoxy-2'-dihalo-uridine analogs that are potent inhibitors in replicon assays for all genotypes. Further studies to improve in vivo performance of these nucleoside inhibitors identified aminoisobutyric acid ethyl ester (AIBEE) phosphoramidate prodrugs 18a and 18c, which provide high levels of the active triphosphate in dog liver. AIBEE prodrug 18c was compared with sofosbuvir (1) by co-dosing both compounds by oral administration in dog (5 mg/kg each) and measuring liver concentrations of the active triphosphate metabolite at both 4 and 24 h post dosing. In this study, 18c provided liver triphosphate concentrations that were 6-fold higher than sofosbuvir (1) at both biopsy time points, suggesting that 18c could be a highly effective agent for treating HCV infected patients in the clinic.
Glecaprevir and pibrentasvir are oral direct-acting antiviral agents approved in combination for treatment of chronic hepatitis C viral infection. In vitro studies identified the combination as potentially clinically relevant inhibitors of the efflux transporters P-glycoprotein (P-gp), breast cancer resistance protein (BCRP), and the hepatic uptake transporters organic anion transporting polypeptide (OATP) 1B1 and OATP1B3. Glecaprevir inhibited P-gp, BCRP, OATP1B1, and OATP1B3 with IC50 values of 0.33, 2.3, 0.017, and 0.064 µM, respectively. Pibrentasvir inhibited P-gp, BCRP, and OATP1B1 with IC50 values of 0.036, 14, and 1.3 µM, respectively. Neither agent inhibited organic cation transporter (OCT) 1, OCT2, organic anion transporter (OAT) 1, OAT3, multidrug and toxin extrusion (MATE) 1, or MATE2K. Open-label phase 1 clinical drug-drug interaction studies were conducted in healthy subjects to evaluate interaction potential of glecaprevir/pibrentasvir and coadministered selective substrates for P-gp (digoxin, dabigatran etexilate, and sofosbuvir), BCRP (rosuvastatin and sofosbuvir), and OATP1B1/3 (pravastatin and rosuvastatin). The pharmacokinetic maximum plasma concentration (Cmax) and area under the concentration-time curve (AUC) parameters were evaluated for probe substrates alone and in combination with glecaprevir/pibrentasvir. The Cmax central values increased by 72%, 105%, 123%, 462%, and 66% for digoxin, dabigatran, pravastatin, rosuvastatin, and sofosbuvir, respectively, and the AUC central values increased by 48%, 138%, 130%, 115%, and 125% for digoxin, dabigatran, pravastatin, rosuvastatin, and sofosbuvir, respectively. Exposure of sofosbuvir metabolite GS-331007 (nucleoside analog) was similar with or without glecaprevir/pibrentasvir. The outcomes of the clinical drug-drug interaction studies confirmed clinically relevant inhibition of P-gp, BCRP, and OATP1B1/3, and were used to provide dosing guidance for the concomitant use of glecaprevir/pibrentasvir with relevant transporter substrates.
Venetoclax, a selective B-cell lymphoma-2 inhibitor, is a biopharmaceutics classification system class IV compound. The aim of this study was to develop a physiologically based pharmacokinetic (PBPK) model to mechanistically describe absorption and disposition of an amorphous solid dispersion formulation of venetoclax in humans. A mechanistic PBPK model was developed incorporating measured amorphous solubility, dissolution, metabolism, and plasma protein binding. A middle-out approach was used to define permeability. Model predictions of oral venetoclax pharmacokinetics were verified against clinical studies of fed and fasted healthy volunteers, and clinical drug interaction studies with strong CYP3A inhibitor (ketoconazole) and inducer (rifampicin). Model verification demonstrated accurate prediction of the observed food effect following a low-fat diet. Ratios of predicted versus observed Cmax and area under the curve of venetoclax were within 0.8- to 1.25-fold of observed ratios for strong CYP3A inhibitor and inducer interactions, indicating that the venetoclax elimination pathway was correctly specified. The verified venetoclax PBPK model is one of the first examples mechanistically capturing absorption, food effect, and exposure of an amorphous solid dispersion formulated compound. This model allows evaluation of untested drug-drug interactions, especially those primarily occurring in the intestine, and paves the way for future modeling of biopharmaceutics classification system IV compounds.