Metabolism and Pharmacokinetic Drug-Drug Interaction Profile of Vericiguat, A Soluble Guanylate Cyclase Stimulator: Results From Preclinical and Phase I Healthy Volunteer Studies.

BACKGROUND: Vericiguat is a stimulator of soluble guanylate cyclase currently under investigation as a first-in-class therapy for worsening chronic heart failure (NCT02861534). Patients with heart failure often require polypharmacy because of comorbidities. Hence, understanding the clearance mechanisms, elimination, and potential for pharmacokinetic drug-drug interactions of vericiguat is important for dose recommendations in this patient population. METHODS: Biotransformation and perpetrator properties of vericiguat were characterized in vitro using human hepatocytes, liver microsomes, and recombinant enzymes. This was complemented by a human mass balance study and ten drug-drug interaction studies in healthy volunteers wherein vericiguat was co-administered orally with omeprazole, magnesium/aluminum hydroxide, ketoconazole, rifampicin, mefenamic acid, midazolam, warfarin, digoxin, sacubitril/valsartan, aspirin, or sildenafil. RESULTS: In the human mass balance study, mean total radioactivity recovered was 98.3% of the dose administered (53.1% and 45.2% excreted via urine and feces, respectively). The main metabolic pathway of vericiguat is glucuronidation via uridine diphosphate-glucuronosyltransferase 1A9 and 1A1. In vitro studies revealed a low risk of vericiguat acting as a perpetrator by inhibiting cytochrome P450s, uridine diphosphate-glucuronosyltransferase isoforms, or major transport proteins, or by inducing cytochrome P450s. These observations were supported by phase I drug-drug interaction studies. Phase I studies that assessed the propensity of vericiguat as a victim drug showed changes in the range that did not warrant recommendations for dose adjustment in phase III. CONCLUSIONS: A low pharmacokinetic interaction potential of vericiguat was estimated from in vitro data and confirmed in vivo. Thus, vericiguat is suitable for a patient population with multiple comorbidities requiring polypharmacy.

Assessment of the effects of renal impairment and smoking on the pharmacokinetics of a single oral dose of the soluble guanylate cyclase stimulator riociguat (BAY 63-2521).

Renal impairment is a common comborbidity in patients with pulmonary hypertension. The breakdown of riociguat, an oral soluble guanylate cyclase stimulator used to treat pulmonary hypertension, may be affected by smoking because polycyclic aromatic hydrocarbons in tobacco smoke induce expression of one of the metabolizing enzymes, CYP1A1. Two nonrandomized, nonblinded studies were therefore performed to investigate the pharmacokinetics and safety of a single oral dose of riociguat 1.0 mg in individuals with mild, moderate, or severe renal impairment compared with age-, weight-, and sex-matched healthy controls, including either smokers and nonsmokers (study I) or nonsmokers alone (study II). Pharmacokinetic analyses focused on the integrated per-protocol data set of both studies (N = 63). In patients with renal impairment, the renal clearance of riociguat was reduced and its terminal half-life prolonged compared with those in healthy controls. There was a monotonic relationship between creatinine clearance on treatment day and riociguat renal clearance (R (2) = 0.62). However, increased riociguat exposure with decreasing renal function was not strictly proportional. Riociguat exposure appeared to be greater in nonsmokers than in the combined population of smokers and nonsmokers, irrespective of renal function. Adverse events were mild to moderate and in line with the mode of action of riociguat. No serious adverse events occurred. In conclusion, renal impairment was associated with reduced riociguat clearance compared with that in controls; however, riociguat exposure in patients with renal impairment was highly variable, and ranges overlapped with those observed in healthy controls.

Effects of omeprazole and aluminum hydroxide/magnesium hydroxide on riociguat absorption.

Riociguat, a soluble guanylate cyclase stimulator, is a novel therapy for the treatment of pulmonary hypertension. Riociguat bioavailability is reduced in neutral versus acidic conditions and therefore may be affected by concomitant use of medications that increase gastric pH. The effect of coadministration of the proton pump inhibitor omeprazole or the antacid AlOH/MgOH on the pharmacokinetics, safety, and tolerability of riociguat 2.5 mg was characterized in two open-label, randomized, crossover studies in healthy males. In study 1, subjects pretreated for 4 days with omeprazole 40 mg received cotreatment with omeprazole plus riociguat or riociguat alone (no pretreatment) on day 5 (n = 12). In study 2, subjects received cotreatment with 10 mL AlOH/MgOH plus riociguat or riociguat alone (n = 12). Pre- and cotreatment with omeprazole decreased riociguat bioavailability (mean decreases in area under the plasma concentration-time curve [AUC] and maximum concentration in plasma [C max] were 26% and 35%, respectively). Cotreatment with AlOH/MgOH resulted in greater decreases in riociguat bioavailability (mean decreases in AUC and C max were 34% and 56%, respectively). In both studies, most adverse events (AEs) were of mild intensity, and no serious AEs were reported. No additional safety signals were identified. Treatment with riociguat, with or without omeprazole or AlOH/MgOH, was well tolerated, with a good safety profile. Owing to the resulting increase of gastric pH, riociguat bioavailability is reduced by coadministration with AlOH/MgOH and, to a lesser extent, by coadministration with omeprazole. Thus, antacids should not be administered within an hour of receiving riociguat, but no dose adjustment is required for coadministration of proton pump inhibitors.

Pharmacokinetic interaction of riociguat with ketoconazole, clarithromycin, and midazolam.

Riociguat is a soluble guanylate cyclase stimulator for the treatment of pulmonary hypertension that is principally metabolized via the cytochrome P450 (CYP) pathway. Three studies in healthy males investigated potential pharmacokinetic interactions between riociguat and CYP inhibitors (ketoconazole, clarithromycin, and midazolam). In two studies, subjects were pretreated with either once-daily ketoconazole 400 mg or twice-daily clarithromycin 500 mg for 4 days before cotreatment with either riociguat 0.5 mg ± ketoconazole 400 mg or riociguat 1.0 mg ± clarithromycin 500 mg. In the third study, subjects received riociguat 2.5 mg 3 times daily (tid) for 3 days, followed by cotreatment with riociguat 2.5 mg tid ± midazolam 7.5 mg. Pharmacokinetic parameters, the effect of smoking on riociguat pharmacokinetics, safety, and tolerability were assessed. Pre- and cotreatment with ketoconazole and clarithromycin led to increased riociguat exposure. Pre- and cotreatment with riociguat had no significant effect on midazolam plasma concentrations. In all studies, the bioavailability of riociguat was reduced in smokers because its clearance to the metabolite M1 increased. Riociguat ± ketoconazole, clarithromycin, or midazolam was generally well tolerated. The most common treatment-emergent adverse events (TEAEs) across all studies were headache and dyspepsia. One serious TEAE was reported in the midazolam study. Owing to the potential for hypotension, concomitant use of riociguat with multipathway inhibitors, such as ketoconazole, should be approached with caution. Coadministration of riociguat with strong CYP3A4 inhibitors, for example, clarithromycin, does not require additional dose adjustment. No significant drug-drug interaction was revealed between riociguat and midazolam.

Assessment of the effects of hepatic impairment and smoking on the pharmacokinetics of a single oral dose of the soluble guanylate cyclase stimulator riociguat (BAY 63-2521).

Riociguat, a soluble guanylate cyclase stimulator developed for the treatment of pulmonary hypertension, is metabolized in part by the liver. Expression of one of the metabolizing enzymes, CYP1A1, is induced by aromatic hydrocarbons in tobacco smoke. Two nonrandomized, nonblinded studies were conducted to investigate the pharmacokinetics of riociguat in individuals with mild (Child-Pugh A) or moderate (Child-Pugh B) hepatic impairment associated with liver cirrhosis compared with that in age-, weight-, and sex-matched healthy controls: study 1 included smokers and nonsmokers, and study 2 included nonsmokers only. Data from these studies were integrated for analysis. All participants (N = 64) received a single oral dose of riociguat 1.0 mg. Riociguat exposure was significantly higher in individuals with Child-Pugh B hepatic impairment than in healthy controls (ratio: 153% [90% confidence interval: 103%-228%]) but was similar in those with Child-Pugh A hepatic impairment and controls. The half-life of the riociguat metabolite M1 was prolonged in patients with Child-Pugh B or A hepatic impairment compared with that in controls by approximately 43% and 24%, respectively. Impaired hepatic function was associated with higher riociguat exposure in nonsmokers compared with the population of smokers and nonsmokers combined. Riociguat's safety profile was similar in individuals with impaired or normal liver function. In conclusion, moderate hepatic impairment was associated with increased riociguat exposure compared with that in controls, probably as a result of reduced clearance of the metabolite M1. This suggests that dose titration of riociguat should be administered with particular care in patients with moderate hepatic impairment.

Population pharmacokinetics of single-dose riociguat in patients with renal or hepatic impairment.

This population pharmacokinetics (PK) analysis characterized the PK of the oral soluble guanylate cyclase stimulator riociguat in patients with renal or hepatic impairment and determined whether smoking affects riociguat dosing. Two phase 1 studies were performed in patients with renal impairment (n = 72, of whom 11 were smokers), and two were performed in those with hepatic impairment (n = 64, of whom 12 were smokers). Plasma and urine samples were collected after a single oral dose of riociguat 1.0 or 0.5 mg. Nonlinear mixed-effects modeling was used to develop a combined, two-compartment population PK model for riociguat and its main metabolite, M1. Riociguat and M1 clearance was split into renal and nonrenal parts; the nonrenal part for riociguat was divided into metabolism to M1 and a metabolic (nonrenal) part. Total clearance of riociguat was 1.912 L/h. The main route of riociguat clearance is metabolism to M1 (1.2 L/h). In this model, hepatic function biomarkers or Child-Pugh classification had no significant effect on riociguat or M1 clearance. Nonrenal (nonmetabolism) riociguat clearance was similar in all groups. Renal clearance (0.242 L/h) contributed less to riociguat total clearance, mainly determined by glomerular filtration (0.174 L/h). Renal impairment reduced riociguat and M1 clearance. Hepatic or renal impairment had limited effects on total exposure to riociguat. However, individual dose adjustment of riociguat should be administered with particular care in patients with moderate hepatic or renal impairment. Riociguat is not recommended in severe hepatic or renal impairment. Smoking reduced riociguat exposure by significantly increasing metabolism to M1.

Population pharmacokinetics and the pharmacokinetic/pharmacodynamic relationship of riociguat in patients with pulmonary arterial hypertension or chronic thromboembolic pulmonary hypertension.

This analysis aimed to characterize the pharmacokinetics (PK) and PK/pharmacodynamic (PK/PD) relationship of riociguat and its metabolite M1 in patients with chronic thromboembolic pulmonary hypertension (CTEPH) or pulmonary arterial hypertension (PAH). Blood samples were collected in two phase 3 studies-PATENT-1 (Pulmonary Arterial Hypertension Soluble Guanylate Cyclase-Stimulator Trial 1; 12 weeks; PAH) and CHEST-1 (Chronic Thromboembolic Pulmonary Hypertension Soluble Guanylate Cyclase-Stimulator Trial 1; 16 weeks; CTEPH)-and long-term extensions. Patients were initially randomized to receive placebo or riociguat, and they received riociguat in the extensions. Nonlinear mixed-effects modeling was used to develop a population PK model describing riociguat PK. PK/PD relationships were investigated by comparing derived PK parameters with changes in PD parameters. Covariate analyses included smoking status, bosentan comedication, bilirubin levels, and baseline creatinine clearance. The PK of riociguat/M1 was described by a one-compartment model. Mean population estimates for riociguat absorption rate constant, clearance, and volume of distribution were 2.17/h, 1.81 L/h, and 32.3 L, respectively; for M1 they were 0.258/h, 3.16 L/h, and 124 L. Interindividual variability was moderate for riociguat and moderate to high for M1. There was no evidence of time- or dose-dependent changes in riociguat/M1 PK. Riociguat clearance was higher in smokers (120% increase) and bosentan-treated patients (36% increase) than in nonsmokers and those not receiving bosentan. There was an inverse correlation between bilirubin and riociguat clearance. In PK/PD analyses, 6-minute walk distance was related to hemodynamic parameters, particularly pulmonary vascular resistance. Riociguat PK were described by a one-compartment model. Effects of covariates on riociguat and M1 PK were established, and a PK/PD relationship was demonstrated. (ClinicalTrials.gov identifiers: PATENT-1, NCT00810693; PATENT-2, NCT00863681; CHEST-1, NCT00855465; CHEST-2, NCT00910429.).

Pharmacokinetics of the Soluble Guanylate Cyclase Stimulator Riociguat in Healthy Young Chinese Male Non-Smokers and Smokers: Results of a Randomized, Double-Blind, Placebo-Controlled Study.

BACKGROUND AND OBJECTIVES: The aim of this study was to investigate the pharmacokinetics, safety, and tolerability of riociguat after single and multiple oral doses of 1 or 2 mg three times daily (tid), and to determine the effect of smoking on riociguat pharmacokinetics in Chinese men. METHODS: In a randomized, double-blind, placebo-controlled, single-center study stratified for smokers and non-smokers, healthy Chinese men aged 18-45 years received two riociguat doses: Dose Step 1 (1 mg) then Dose Step 2 (2 mg) conducted after the safety and tolerability at Dose Step 1 was confirmed. For each step, 12 subjects received riociguat and six received placebo. A single dose was given on Day 1, followed by a 48-h pharmacokinetic profile. Multiple-dose treatment tid was then given for 6 days (Days 3-8), with a last single dose on Day 9, followed by a 72-h pharmacokinetic profile. Primary outcomes were pharmacokinetic parameters for riociguat after single and multiple dosing. RESULTS: Thirty-six subjects (18 smokers; 18 non-smokers) were randomized and provided valid pharmacokinetic data. Riociguat and its pharmacologically active metabolite M1 (BAY 60-4552) showed nearly dose-proportional pharmacokinetics. Accumulation was minimal in smokers and approximately two-fold in non-smokers. Exposure for riociguat was decreased by ≥60% in smokers. No serious or significant adverse events occurred during the study. CONCLUSIONS: Riociguat pharmacokinetics showed dose proportionality in healthy Chinese men, as previously demonstrated in healthy white male individuals. Exposure to riociguat was substantially decreased in smokers compared with non-smokers. Riociguat was well tolerated in Chinese men.

A computational systems biology software platform for multiscale modeling and simulation: integrating whole-body physiology, disease biology, and molecular reaction networks.

Today, in silico studies and trial simulations already complement experimental approaches in pharmaceutical R&D and have become indispensable tools for decision making and communication with regulatory agencies. While biology is multiscale by nature, project work, and software tools usually focus on isolated aspects of drug action, such as pharmacokinetics at the organism scale or pharmacodynamic interaction on the molecular level. We present a modeling and simulation software platform consisting of PK-Sim(®) and MoBi(®) capable of building and simulating models that integrate across biological scales. A prototypical multiscale model for the progression of a pancreatic tumor and its response to pharmacotherapy is constructed and virtual patients are treated with a prodrug activated by hepatic metabolization. Tumor growth is driven by signal transduction leading to cell cycle transition and proliferation. Free tumor concentrations of the active metabolite inhibit Raf kinase in the signaling cascade and thereby cell cycle progression. In a virtual clinical study, the individual therapeutic outcome of the chemotherapeutic intervention is simulated for a large population with heterogeneous genomic background. Thereby, the platform allows efficient model building and integration of biological knowledge and prior data from all biological scales. Experimental in vitro model systems can be linked with observations in animal experiments and clinical trials. The interplay between patients, diseases, and drugs and topics with high clinical relevance such as the role of pharmacogenomics, drug-drug, or drug-metabolite interactions can be addressed using this mechanistic, insight driven multiscale modeling approach.