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1.
Biopharm Drug Dispos ; 45(3): 127-137, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38776407

ABSTRACT

The United States Food and Drug Administration guidelines for the bioequivalence (BE) testing of the generic drug products suggests that there should be an equal proportion of male and female population in the BE study. Despite this requirement, many generic drug companies do not maintain the suggested proportion of female population in their studies. Several socio-economic and cultural factors lead to lower participation of the females in the BE studies. More recently, the regulatory agencies across the globe are requesting the generic drug companies to demonstrate the performance of their drug products in the under-represented sex via additional studies. In this work, we describe the case of Dextromethorphan modified release tablets where the gender effect on the product performance was evaluated by physiologically based pharmacokinetic (PBPK) modeling approach. We have compared the drug product's performance by population simulations considering four different scenarios. The data from all-male population (from in house Pharmacokinetic [PK] BE studies) was considered as a reference and other scenarios were compared against the all-male population data. In the first scenario, we made a comparison between all-male (100% male) vs all-female (100% female) population. Second scenario was as per agency's requirements-equal proportion of male and female in the BE study. As an extreme scenario, 100% male vs 30:70 male:female was considered (higher females than males in the BE studies). Finally, as a more realistic scenario, 100% male versus 70:30 male:female was considered (lower females than males in the BE studies). Population PK followed by virtual BE was employed to demonstrate the similarity/differences in the drug product performance between the sexes. This approach can be potentially utilized to seek BE study waivers thus saving cost and accelerating the entry of the generic products to the market.


Subject(s)
Dextromethorphan , Drugs, Generic , Models, Biological , Tablets , Therapeutic Equivalency , Dextromethorphan/pharmacokinetics , Humans , Male , Female , Drugs, Generic/pharmacokinetics , Delayed-Action Preparations/pharmacokinetics , Sex Factors , Adult
2.
Am J Vet Res ; 85(7)2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38718826

ABSTRACT

OBJECTIVE: Develop a cytochrome P450 (CYP) phenotyping cocktail for dogs using specific substrates for hepatic P450 enzymes CYP2B11, CYP2D15, and CYP3A12 and determine whether alternative sampling methods (saliva and urine) or single time point samples could be used instead of multiple blood sampling. ANIMALS: 12 healthy client-owned dogs (8 females and 4 males) from February 2019 to May 2019. METHODS: In a randomized crossover study, dogs received oral administration of the probe drug bupropion (75 mg), dextromethorphan (30 mg), or omeprazole (40 mg) alone or as a 3-drug combination (Program in Individualized Medicine [PrIMe] cocktail) to evaluate simultaneous phenotyping of CYP2B11, CYP2D15, and CYP3A12. Pharmacokinetic profiles for the probe drugs and metabolites were determined using plasma, saliva, and urine. Dogs received probe drugs alone or combined. Pharmacokinetic profiles up to 6 hours postdose for the probe drugs and metabolites were determined using plasma, saliva, and urine. RESULTS: The PrIMe cocktail was well tolerated. There was no statistically significant interaction between the probe drugs when administered together. Single time point plasma metabolic ratios at 4 hours postdose for all probe drugs strongly correlated with the corresponding area under the plasma concentration-versus-time curve (AUC) ratios. Saliva AUC metabolic ratios for CYP3A12 and CYP2D15 and 6-hour urine for CYP2B11 and CYP2D15 were correlated with plasma AUC ratios. CONCLUSIONS: The PrIMe cocktail can be used for simultaneous CYP phenotyping using plasma 4-hour single time point sample metabolic ratios. Saliva and urine sampling are suitable for specific CYPs. CLINICAL RELEVANCE: The PrIMe cocktail has potential as a useful tool in dogs to detect clinically important CYP-mediated drug-drug interactions, identify novel pharmacogenes, determine the drug-metabolizing phenotype of individual dogs, aid in individualized dose selection, and evaluate the effects of various physiological states on drug metabolism.


Subject(s)
Bupropion , Cross-Over Studies , Dextromethorphan , Omeprazole , Animals , Dogs , Dextromethorphan/pharmacokinetics , Dextromethorphan/urine , Dextromethorphan/metabolism , Bupropion/pharmacokinetics , Bupropion/metabolism , Bupropion/blood , Omeprazole/pharmacokinetics , Female , Male , Cytochrome P-450 Enzyme System/metabolism , Phenotype , Aryl Hydrocarbon Hydroxylases/metabolism
3.
J Clin Pharmacol ; 64(8): 984-992, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38563070

ABSTRACT

As a selective and potent inhibitor targeting the isocitrate dehydrogenase-2 (IDH2) mutant protein, enasidenib obtained approval from the US Food and Drug Administration (FDA) in 2017 for adult patients with acute myeloid leukemia (AML) with an IDH2 mutation. In vitro investigations demonstrated that enasidenib affects various drug metabolic enzymes and transporters. This current investigation aimed to assess enasidenib on the pharmacokinetics (PKs) of CYP substrates, including dextromethorphan (CYP2D6 probe drug), flurbiprofen (CYP2C9 probe drug), midazolam (CYP3A4 probe drug), omeprazole (CYP2C19 probe drug), and pioglitazone (CYP2C8 probe drug), in patients with AML or myelodysplastic syndrome. Results showed that following the co-administration of enasidenib (100 mg, once daily) for 28 days, the PK parameters AUC(0-∞) and Cmax of dextromethorphan increased by 1.37 (90% confidence interval (CI): 0.96, 1.96) and 1.24 (90% CI: 0.94, 1.65)-fold, respectively, compared to dextromethorphan alone. For flurbiprofen, these parameters increased by 1.14 (90%CI: 1.01, 1.29) and 0.97 (90% CI 0.86, 1.08)-fold, respectively, when compared to flurbiprofen alone. Conversely, midazolam exhibited decreases to 0.57 (90% CI 0.34, 0.97) and 0.77 (90% CI 0.39, 1.53)-fold, respectively, in comparison to midazolam alone. The parameters for omeprazole increased by 1.86 (90% CI: 1.33, 2.60) and 1.47 (0.93, 2.31)-fold, respectively, compared to omeprazole alone, while those for pioglitazone decreased to 0.80 (90% CI: 0.62, 1.03) and 0.87 (90% CI: 0.65, 1.16)-fold, respectively, in comparison to pioglitazone alone. These findings provide valuable insights into dose recommendations concerning drugs acting as substrates of CYP2D6, CYP2C9, CYP3A4, CYP2C19, and CYP2C8 when administered concurrently with enasidenib.


Subject(s)
Dextromethorphan , Drug Interactions , Leukemia, Myeloid, Acute , Midazolam , Myelodysplastic Syndromes , Pioglitazone , Pyridines , Humans , Male , Middle Aged , Leukemia, Myeloid, Acute/drug therapy , Female , Aged , Myelodysplastic Syndromes/drug therapy , Midazolam/pharmacokinetics , Pioglitazone/pharmacokinetics , Pioglitazone/pharmacology , Dextromethorphan/pharmacokinetics , Dextromethorphan/administration & dosage , Pyridines/pharmacokinetics , Pyridines/administration & dosage , Flurbiprofen/pharmacokinetics , Flurbiprofen/administration & dosage , Flurbiprofen/analogs & derivatives , Triazines/pharmacokinetics , Triazines/therapeutic use , Triazines/administration & dosage , Adult , Omeprazole/pharmacokinetics , Omeprazole/administration & dosage , Cytochrome P-450 Enzyme System/metabolism , Antineoplastic Agents/pharmacokinetics , Antineoplastic Agents/therapeutic use , Antineoplastic Agents/administration & dosage , Recurrence , Aged, 80 and over , Aminopyridines
4.
Clin Pharmacol Ther ; 116(1): 204-216, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38637968

ABSTRACT

Although great progress has been made in the fine-tuning of diplotypes, there is still a need to further improve the predictability of individual phenotypes of pharmacogenetically relevant enzymes. The aim of this study was to analyze the additional contribution of sex and variants identified by exome chip analysis to the metabolic ratio of five probe drugs. A cocktail study applying dextromethorphan, losartan, omeprazole, midazolam, and caffeine was conducted on 200 healthy volunteers. CYP2D6, 2C9, 2C19, 3A4/5, and 1A2 genotypes were analyzed and correlated with metabolic ratios. In addition, an exome chip analysis was performed. These SNPs correlating with metabolic ratios were confirmed by individual genotyping. The contribution of various factors to metabolic ratios was assessed by multiple regression analysis. Genotypically predicted phenotypes defined by CPIC discriminated very well the log metabolic ratios with the exception of caffeine. There were minor sex differences in the activity of CYP2C9, 2C19, 1A2, and CYP3A4/5. For dextromethorphan (CYP2D6), IP6K2 (rs61740999) and TCF20 (rs5758651) affected metabolic ratios, but only IP6K2 remained significant after multiple regression analysis. For losartan (CYP2C9), FBXW12 (rs17080138), ZNF703 (rs79707182), and SLC17A4 (rs11754288) together with CYP diplotypes, and sex explained 50% of interindividual variability. For omeprazole (CYP2C19), no significant influence of CYP2C:TG haplotypes was observed, but CYP2C19 rs12777823 improved the predictability. The comprehensive genetic analysis and inclusion of sex in a multiple regression model significantly improved the explanation of variability of metabolic ratios, resulting in further improvement of algorithms for the prediction of individual phenotypes of drug-metabolizing enzymes.


Subject(s)
Genotype , Phenotype , Polymorphism, Single Nucleotide , Humans , Male , Female , Adult , Exome/genetics , Caffeine/pharmacokinetics , Caffeine/metabolism , Dextromethorphan/pharmacokinetics , Dextromethorphan/metabolism , Losartan/pharmacokinetics , Pharmaceutical Preparations/metabolism , Young Adult , Omeprazole/pharmacokinetics , Sex Factors , Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Genetic Association Studies/methods , Oligonucleotide Array Sequence Analysis
5.
Clin Drug Investig ; 44(5): 303-317, 2024 May.
Article in English | MEDLINE | ID: mdl-38598106

ABSTRACT

BACKGROUND AND OBJECTIVE: Viloxazine extended-release (ER) [Qelbree®] is a nonstimulant attention-deficit/hyperactivity disorder (ADHD) treatment. In vitro studies suggested potential for viloxazine to inhibit cytochrome 450 (CYP) enzymes 1A2, 2B6, 2D6 and 3A4. This clinical study therefore evaluated viloxazine ER effects on index substrates for CYP1A2, 2D6, and 3A4, and secondarily evaluated the impact of CYP2D6 polymorphisms on viloxazine pharmacokinetics. METHODS: Thirty-seven healthy subjects received a modified Cooperstown cocktail (MCC; caffeine 200 mg, dextromethorphan 30 mg, midazolam 0.025 mg/kg) on Day 1, viloxazine ER 900 mg/day on Days 3-5, and a combination of viloxazine ER 900 mg and MCC on Day 6. Viloxazine ER effects on MCC substrates were evaluated using analysis of variance. The impact of CYP2D6 genetic polymorphisms on steady-state viloxazine plasma concentrations was evaluated using Student's t test assessing pharmacokinetic parameter differences between poor versus extensive metabolizers. RESULTS: The least squares geometric mean ratio [GMR%] (90% CI) of MCC substrate + viloxazine ER/MCC substrate alone for caffeine maximum concentration (Cmax), area under the plasma concentration-time curve from time 0 to the last quantifiable concentration (AUCt), and area under the plasma concentration-time curve from time 0 extrapolated to infinity (AUC∞) was 99.11 (95.84-102.49), 436.15 (398.87-476.92), and 583.35 (262.41-1296.80), respectively; 150.76 (126.03-180.35), 185.76 (155.01-222.61), and 189.71 (160.37-224.42) for dextromethorphan Cmax, AUCt, and AUC∞, respectively; and 112.81 (104.71-121.54), 167.56 (153.05-183.45), and 168.91 (154.38-184.80) for midazolam Cmax, AUCt, and AUC∞, respectively. At steady state, viloxazine least squares GMR (90% CI) for poor/extensive CYP2D6 metabolizers were Cmax 120.70 (102.33-142.37) and area under the plasme concentration-time curve from time 0 to 24 hours (AUC0-24 125.66 (105.36-149.87)). CONCLUSION: Viloxazine ER is a strong CYP1A2 inhibitor and a weak CYP2D6 and CYP3A4 inhibitor. CYP2D6 polymorphisms did not meaningfully alter the viloxazine ER pharmacokinetic profile.


Subject(s)
Cytochrome P-450 CYP2D6 , Delayed-Action Preparations , Viloxazine , Female , Humans , Male , Caffeine/pharmacokinetics , Caffeine/administration & dosage , Capsules , Cytochrome P-450 CYP2D6/drug effects , Cytochrome P-450 CYP2D6/genetics , Cytochrome P-450 CYP2D6/metabolism , Cytochrome P-450 Enzyme System/drug effects , Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Dextromethorphan/pharmacokinetics , Dextromethorphan/administration & dosage , Healthy Volunteers , Midazolam/pharmacokinetics , Midazolam/administration & dosage , Polymorphism, Genetic , Viloxazine/pharmacokinetics , Viloxazine/administration & dosage
6.
Eur J Clin Pharmacol ; 79(8): 1073-1080, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37278823

ABSTRACT

PURPOSE: A therapeutic agent that targets both viral replication and the hyper-reactive immune response would offer a highly desirable treatment for severe acute respiratory syndrome corona virus 2 (SARS-CoV-2, coronavirus disease 2019, COVID-19) management. Emvododstat (PTC299; 4-chlorophenyl 6-chloro-1-[4-methoxyphenyl]-1,3, 4,9-tetrahydro-2H-pyrido[3,4-b]indole-2-carboxylate) was found to be a potent inhibitor of immunomodulatory and inflammation-related processes by inhibition of dihydroorotate dehydrogenase to reduce the severity of SARS-CoV-2 infections This drug interaction study was performed to determine if emvododstat was an inhibitor of CYP2D6. METHODS: Potential drug-drug interactions between emvododstat and a CYP2D6 probe substrate (dextromethorphan) were investigated by measuring plasma dextromethorphan and metabolite (dextrorphan) concentrations before and after emvododstat administration. On day 1, 18 healthy subjects received an oral dose of 30 mg dextromethorphan followed by a 4-day washout period. On day 5, subjects received an oral dose of 250 mg emvododstat with food. Two hours later, 30 mg dextromethorphan was administered. RESULTS: When given with emvododstat, plasma dextromethorphan concentrations increased substantially, while metabolite levels (dextrorphan) remained essentially the same. Maximum plasma dextromethorphan concentration (Cmax) increased from 2006 to 5847 pg/mL. Dextromethorphan exposure (AUC) increased from 18,829 to 157,400 h·pg/mL for AUC0-last and from 21,585 to 362,107 h·pg/mL for AUC0-inf following administration of emvododstat. When dextromethorphan parameters were compared before and after emvododstat, least squares mean ratios (90% confidence interval) were found to be 2.9 (2.2, 3.8), 8.4 (6.1, 11.5), and 14.9 (10.0, 22.1) for Cmax, AUC0-last, and AUC0-inf, respectively. CONCLUSION: Emvododstat appears to be a strong CYP2D6 inhibitor. No drug-related treatment emergent adverse effects (TEAEs) were considered to be severe or serious. TRIAL REGISTRATION: EudraCT 2021-004626-29, 11 May 2021.


Subject(s)
COVID-19 , Cytochrome P-450 CYP2D6 , Humans , Cytochrome P-450 CYP2D6/metabolism , Dextromethorphan/pharmacokinetics , Dihydroorotate Dehydrogenase , SARS-CoV-2 , Dextrorphan , Drug Interactions
7.
Biomed Chromatogr ; 37(4): e5588, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36698254

ABSTRACT

Dextromethorphan (DM) and its metabolite dextrorphan (DX) continue to draw the attention of researchers owing to their diverse pharmacodynamics. Thus, there are possibilities for repurposing DM. Most of the pharmacodynamics of DM needs further validation in different preclinical models. Also, it is necessary to correlate the pharmacodynamics with relevant pharmacokinetics data. Multiple bioanalytical techniques developed for this purpose primarily use a high sample processing volume. Since sample volume is a limiting factor for many preclinical models, an effort was taken to develop an alternative method suitable for handling low sample processing volumes. An efficient solid-phase extraction technique, robust liquid chromatographic (LC) separation and highly sensitive tandem mass spectrometric detection (MS/MS) showed suitability for use of a 30 µl sample processing volume. This led to the development of a highly specific, selective, accurate and precise-bio-analytical method for simultaneous quantification of DM and DX in rat plasma. The validated method was linear in the range of 0.196-403.356 ng/ml for DM and 0.102-209.017 ng/ml for DX. The application of the method was demonstrated through the estimation of pharmacokinetic parameters that showed good congruence with earlier studies.


Subject(s)
Dextromethorphan , Tandem Mass Spectrometry , Rats , Animals , Tandem Mass Spectrometry/methods , Dextromethorphan/pharmacokinetics , Chromatography, Liquid , Dextrorphan/pharmacokinetics , Chromatography, High Pressure Liquid/methods , Specimen Handling , Reproducibility of Results
8.
CPT Pharmacometrics Syst Pharmacol ; 11(4): 494-511, 2022 04.
Article in English | MEDLINE | ID: mdl-35257505

ABSTRACT

This study provides a whole-body physiologically-based pharmacokinetic (PBPK) model of dextromethorphan and its metabolites dextrorphan and dextrorphan O-glucuronide for predicting the effects of cytochrome P450 2D6 (CYP2D6) drug-gene interactions (DGIs) on dextromethorphan pharmacokinetics (PK). Moreover, the effect of interindividual variability (IIV) within CYP2D6 activity score groups on the PK of dextromethorphan and its metabolites was investigated. A parent-metabolite-metabolite PBPK model of dextromethorphan, dextrorphan, and dextrorphan O-glucuronide was developed in PK-Sim and MoBi. Drug-dependent parameters were obtained from the literature or optimized. Plasma concentration-time profiles of all three analytes were gathered from published studies and used for model development and model evaluation. The model was evaluated comparing simulated plasma concentration-time profiles, area under the concentration-time curve from the time of the first measurement to the time of the last measurement (AUClast ) and maximum concentration (Cmax ) values to observed study data. The final PBPK model accurately describes 28 population plasma concentration-time profiles and plasma concentration-time profiles of 72 individuals from four cocktail studies. Moreover, the model predicts CYP2D6 DGI scenarios with six of seven DGI AUClast and seven of seven DGI Cmax ratios within the acceptance criteria. The high IIV in plasma concentrations was analyzed by characterizing the distribution of individually optimized CYP2D6 kcat values stratified by activity score group. Population simulations with sampling from the resulting distributions with calculated log-normal dispersion and mean parameters could explain a large extent of the observed IIV. The model is publicly available alongside comprehensive documentation of model building and model evaluation.


Subject(s)
Cytochrome P-450 CYP2D6 , Dextromethorphan , Dextromethorphan/pharmacokinetics , Dextrorphan , Glucuronides , Humans
9.
J Clin Pharm Ther ; 46(6): 1659-1664, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34355409

ABSTRACT

WHAT IS KNOWN AND OBJECTIVE: Age and gender have been reported to play a crucial role in modulating the disposition of pharmacological agents, and to influence the activities of cytochrome P450 (CYP) 2D6, a drug-metabolizing enzyme involved in the disposition of clinically used drugs. In the present study, the effects of age and gender on the CYP2D6 activity were evaluated using dextromethorphan as a probe drug in humans. METHODS: Healthy young (20 < age < 30 years, n = 60) and old age (age >60 years, n = 60) subjects were enrolled and were given 15 mg dextromethorphan orally. Blood samples were collected before and 3 h after medication. Dextromethorphan and its metabolite dextrorphan were measured using HPLC-fluorescence, and dextromethorphan metabolic ratio (MR, log [dextromethorphan/dextrorphan]) was used to evaluate the CYP2D6 activity. RESULTS AND DISCUSSION: Mean (±SD) dextromethorphan MR was -2.42 ± 0.46 for the young male group, -2.28 ± 0.56 for the young female group, -2.46 ± 0.55 for the older male group and -2.34 ± 0.65 for the old female group. Based on our findings, the effects of age and gender on CYP2D6 activity were not statistically significant. WHAT IS NEW AND CONCLUSION: The results of the present study indicate that age and gender play a minor role in the modulation of CYP2D6 activity in the Korean population.


Subject(s)
Cytochrome P-450 CYP2D6/metabolism , Dextromethorphan/pharmacokinetics , Adult , Age Factors , Aged , Aged, 80 and over , Asian People , Dextromethorphan/blood , Female , Humans , Male , Middle Aged , Phenotype , Republic of Korea , Sex Factors , Young Adult
10.
Clin Pharmacol Drug Dev ; 10(8): 824-839, 2021 08.
Article in English | MEDLINE | ID: mdl-34107166

ABSTRACT

Napabucasin is an orally administered reactive oxygen species generator that is bioactivated by the intracellular antioxidant nicotinamide adenine dinucleotide phosphate:quinone oxidoreductase 1. Napabucasin induces cell death in cancer cells, including cancer stem cells. This phase 1 study (NCT03411122) evaluated napabucasin drug-drug interaction potential for 7 cytochrome P450 (CYP) enzymes and the breast cancer resistance protein transporter/organic anion transporter 3. Healthy volunteers who tolerated napabucasin during period 1 received probe drugs during period 2, and in period 3 received napabucasin (240 mg twice daily; days 1-11) plus a phenotyping cocktail containing omeprazole (CYP2C19), caffeine (CYP1A2), flurbiprofen (CYP2C9), bupropion (CYP2B6), dextromethorphan (CYP2D6), midazolam (CYP3A) (all oral; day 6), intravenous midazolam (day 7), repaglinide (CYP2C8; day 8), and rosuvastatin (breast cancer resistance protein/organic anion transporter 3; day 9). Drug-drug interaction potential was evaluated in 17 of 30 enrolled volunteers. Napabucasin coadministration increased the area under the plasma concentration-time curve from time 0 extrapolated to infinity (geometric mean ratio [90% confidence interval]) of caffeine (124% [109.0%-141.4%]), intravenous midazolam (118% [94.4%-147.3%]), repaglinide (127% [104.7%-153.3%]), and rosuvastatin (213% [42.5%-1068.3%]) and decreased the area under the plasma concentration-time curve from time 0 extrapolated to infinity of dextromethorphan (71% [47.1%-108.3%]), bupropion (79% [64.6%-97.0%]), and hydroxybupropion (45% [15.7%-129.6%]). No serious adverse events/deaths were reported. Generally, napabucasin is not expected to induce/inhibit drug clearance to a clinically meaningful degree.


Subject(s)
ATP Binding Cassette Transporter, Subfamily G, Member 2/metabolism , Benzofurans/administration & dosage , Cytochrome P-450 Enzyme System/metabolism , Naphthoquinones/administration & dosage , Neoplasm Proteins/metabolism , Administration, Oral , Adult , Benzofurans/pharmacokinetics , Bupropion/administration & dosage , Bupropion/pharmacokinetics , Caffeine/administration & dosage , Caffeine/pharmacokinetics , Dextromethorphan/administration & dosage , Dextromethorphan/pharmacokinetics , Drug Interactions , Female , Flurbiprofen/administration & dosage , Flurbiprofen/pharmacokinetics , Gene Expression Regulation/drug effects , Half-Life , Healthy Volunteers , Humans , Male , Midazolam/administration & dosage , Midazolam/pharmacokinetics , Naphthoquinones/pharmacokinetics , Omeprazole/administration & dosage , Omeprazole/pharmacokinetics , Rosuvastatin Calcium/administration & dosage , Rosuvastatin Calcium/pharmacokinetics , Young Adult
11.
Biol Pharm Bull ; 44(6): 762-770, 2021.
Article in English | MEDLINE | ID: mdl-34078808

ABSTRACT

A cocktail study is an in vivo evaluation method to assess multiple CYP activities via a single trial and single administration of a cocktail drug that is a combination of multiple CYP substrates. However, multiple blood samples are required to evaluate the pharmacokinetics of a CYP probe drug. A limited-point sampling method is generally beneficial in clinical studies because of the simplified protocol and reduced participant burden. The aim of this study was to evaluate whether a limited-point plasma concentration analysis of CYP substrates in a cocktail drug could predict their area under the curve (AUC). We created prediction models of five CYP substrates (caffeine, losartan, omeprazole, dextromethorphan, and midazolam) using multiple linear regressions from the data of two cocktail studies, and then performed predictability analysis of these models using data derived from data in the co-administration with inducer (rifampicin) and inhibitors (fluvoxamine and cimetidine). For the administration of inhibitors, the AUC prediction accuracy (mean absolute error (MAE)) were <39.5% in Model 1 and <26.2% in Model 2 which were created using 1- and 4-point sampling data. MAE shows larger values in the administration of inducer in compared with the administration of inhibitors. The accuracy of the prediction in Model 2 could be acceptable for screening of inhibitions. MAE for caffeine, dextromethorphan, and midazolam were acceptable in the model that used 4 sampling points from all data. The use of this method could reduce the burden on the subject and make it possible to evaluate each AUC in a minimally invasive manner.


Subject(s)
Area Under Curve , Cytochrome P-450 Enzyme System/metabolism , Models, Biological , Administration, Oral , Adult , Caffeine/blood , Caffeine/pharmacokinetics , Dextromethorphan/blood , Dextromethorphan/pharmacokinetics , Humans , Losartan/blood , Losartan/pharmacokinetics , Male , Midazolam/blood , Midazolam/pharmacokinetics , Omeprazole/blood , Omeprazole/pharmacokinetics , Young Adult
12.
Clin Pharmacol Ther ; 110(1): 248-258, 2021 07.
Article in English | MEDLINE | ID: mdl-33792897

ABSTRACT

Liver-derived small extracellular vesicles (sEVs), prepared from small sets of banked serum samples using a novel two-step protocol, were deployed as liquid biopsy to study the induction of cytochromes P450 (CYP3A4, CYP3A5, and CYP2D6) and organic anion transporting polypeptides (OATP1B1 and OATP1B3) during pregnancy (nonpregnant (T0), first, second, and third (T3) trimester women; N = 3 each) and after administration of rifampicin (RIF) to healthy male subjects. Proteomic analysis revealed induction (mean fold-increase, 90% confidence interval) of sEV CYP3A4 after RIF 300 mg × 7 days (3.5, 95% CI = 2.5-4.5, N = 4, P = 0.029) and 600 mg × 14 days (3.7, 95% CI = 2.1-6.0, N = 5, P = 0.018) consistent with the mean oral midazolam area under the plasma concentration time curve (AUC) ratio in the same subjects (0.28, 95% CI = 0.22-0.34, P < 0.0001; and 0.17, 95% CI = 0.13-0.22, P < 0.0001). Compared with CYP3A4, liver sEV CYP3A5 protein (subjects genotyped CYP3A5*1/*3) was weakly induced (≤ 1.5-fold). It was also possible to measure liver sEV-catalyzed dextromethorphan (DEX) O-demethylation to dextrorphan (DXO), correlated with sEV CYP2D6 expression (r = 0.917, P = 0.0001; N = 10) and 3-hour plasma DXO-to-DEX concentration ratio (r = 0.843, P = 0.002, N = 10), and show that CYP2D6 was not induced by RIF. Nonparametric analysis of liver sEV revealed significantly higher CYP3A4 (3.2-fold, P = 0.003) and CYP2D6 (3.7-fold, P = 0.03) protein expression in T3 vs. T0 women. In contrast, expression of both OATPs in liver sEV was unaltered by RIF administration and pregnancy.


Subject(s)
Cytochrome P-450 Enzyme System/metabolism , Extracellular Vesicles/metabolism , Liver/metabolism , Organic Anion Transporters/metabolism , Adult , Area Under Curve , Cytochrome P-450 Enzyme System/genetics , Dextromethorphan/pharmacokinetics , Enzyme Induction/drug effects , Enzyme Induction/genetics , Female , Genotype , Humans , Liquid Biopsy , Liver/enzymology , Male , Midazolam/pharmacokinetics , Pregnancy , Proteomics , Rifampin/pharmacology , Young Adult
13.
J Pharmacol Exp Ther ; 376(1): 64-73, 2021 01.
Article in English | MEDLINE | ID: mdl-33093187

ABSTRACT

Preparations from the leaves of the kratom plant (Mitragyna speciosa) are consumed for their opioid-like effects. Several deaths have been associated with kratom used concomitantly with some drugs. Pharmacokinetic interactions are potential underlying mechanisms of these fatalities. Accumulating in vitro evidence has demonstrated select kratom alkaloids, including the abundant indole alkaloid mitragynine, as reversible inhibitors of several cytochromes P450 (CYPs). The objective of this work was to refine the mechanistic understanding of potential kratom-drug interactions by considering both reversible and time-dependent inhibition (TDI) of CYPs in the liver and intestine. Mitragynine was tested against CYP2C9 (diclofenac 4'-hydroxylation), CYP2D6 (dextromethorphan O-demethylation), and CYP3A (midazolam 1'-hydroxylation) activities in human liver microsomes (HLMs) and CYP3A activity in human intestinal microsomes (HIMs). Comparing the absence to presence of NADPH during preincubation of mitragynine with HLMs or HIMs, an ∼7-fold leftward shift in IC50 (∼20 to 3 µM) toward CYP3A resulted, prompting determination of TDI parameters (HLMs: K I , 4.1 ± 0.9 µM; k inact , 0.068 ± 0.01 min-1; HIMs: K I , 4.2 ± 2.5 µM; k inact , 0.079 ± 0.02 min-1). Mitragynine caused no leftward shift in IC50 toward CYP2C9 (∼40 µM) and CYP2D6 (∼1 µM) but was a strong competitive inhibitor of CYP2D6 (K i , 1.17 ± 0.07 µM). Using a recommended mechanistic static model, mitragynine (2-g kratom dose) was predicted to increase dextromethorphan and midazolam area under the plasma concentration-time curve by 1.06- and 5.69-fold, respectively. The predicted midazolam area under the plasma concentration-time curve ratio exceeded the recommended cutoff (1.25), which would have been missed if TDI was not considered. SIGNIFICANCE STATEMENT: Kratom, a botanical natural product increasingly consumed for its opioid-like effects, may precipitate potentially serious pharmacokinetic interactions with drugs. The abundant kratom indole alkaloid mitragynine was shown to be a time-dependent inhibitor of hepatic and intestinal cytochrome P450 3A activity. A mechanistic static model predicted mitragynine to increase systemic exposure to the probe drug substrate midazolam by 5.7-fold, necessitating further evaluation via dynamic models and clinical assessment to advance the understanding of consumer safety associated with kratom use.


Subject(s)
Dextromethorphan/pharmacokinetics , Midazolam/pharmacokinetics , Secologanin Tryptamine Alkaloids/pharmacokinetics , Cytochrome P450 Family 2/antagonists & inhibitors , Drug Interactions , Humans , Intestinal Mucosa/metabolism , Microsomes, Liver/metabolism
14.
J Pharmacol Toxicol Methods ; 106: 106934, 2020.
Article in English | MEDLINE | ID: mdl-33080390

ABSTRACT

INTRODUCTION: Ex vivo studies of human fetal hepatic drug metabolism are uncommon as it requires access to functional liver tissue and therefore raises practical and ethical concerns. Large animal models provide an alternative opportunity to study changes in cytochrome P450 (CYP) activity in the mother and fetus during pregnancy. We aimed to develop methods to determine the activity of CYP1A2, CYP2C9, CYP2D6 and CYP3A4 in sheep hepatic microsomes. METHODS: We identified optimal conditions to determine the activity of CYP1A2 (using the probe drug phenacetin), CYP2C9 (diclofenac), CYP2D6 (dextromethorphan) and CYP3A4 (midazolam) by varying techniques for microsome extraction, probe drug concentration, incubation time and microsome concentration. The specificity of each probe drug was assessed by determining the rate of metabolism when specific CYP enzyme inhibitors were included in the reaction. RESULTS: The optimum incubation time and probe drug concentration was six hours with 5 µM phenacetin (CYP1A2), four hours with 10 µM diclofenac (CYP2C9), 30 min with 1 µM of midazolam (CYP3A4) and 10 min with 1 µM dextromethorphan (CYP2D6). For both CYP2D6 and CYP3A4 reactions required 20 µg of microsomal protein, whereas for CYP1A2 and CYP2C9, reactions required 40 µg of microsomal protein. Metabolism of phenacetin, dextromethorphan and midazolam was reduced by specific enzyme inhibitors, but the specific CYP2C9 inhibitor sulfaphenazole did not substantially inhibit diclofenac metabolism. DISCUSSION: This study identifies the optimal conditions for determining CYP activity in maternal sheep hepatic microsomes. In doing so, we have developed a standardised protocol for assessment of microsomal activity of CYP3A4, CYP1A2 and CYP2D6, but we were unable to optimise conditions for assessment of CYP2C9. This approach can be applied to investigate the impact of pregnancy complications on maternal and fetal hepatic drug metabolism.


Subject(s)
Cytochrome P-450 Enzyme Inhibitors/pharmacology , Cytochrome P-450 Enzyme System/metabolism , Enzyme Assays/methods , Microsomes, Liver/enzymology , Pregnancy Complications/metabolism , Animals , Cell Fractionation/methods , Cytochrome P-450 Enzyme System/analysis , Dextromethorphan/pharmacokinetics , Diclofenac/pharmacokinetics , Dose-Response Relationship, Drug , Feasibility Studies , Female , Maternal-Fetal Exchange , Microsomes, Liver/drug effects , Midazolam/pharmacokinetics , Phenacetin/pharmacokinetics , Pregnancy , Pregnancy Complications/drug therapy , Sheep
15.
Drug Metab Dispos ; 48(9): 796-803, 2020 09.
Article in English | MEDLINE | ID: mdl-32581049

ABSTRACT

Abemaciclib is an orally administered, potent inhibitor of cyclin-dependent kinases 4 and 6 and is metabolized extensively by CYP3A4. The effects of abemaciclib on several CYPs were qualified in vitro and subsequently evaluated in a clinical study. In vitro, human hepatocytes were treated with vehicle, abemaciclib, or abemaciclib metabolites [N-desethylabemaciclib (M2) or hydroxyabemaciclib (M20)]. mRNA levels for eight CYPs were measured using reverse-transcription quantitative polymerase chain reaction, and, additionally, catalytic activities for three CYPs were determined. In the clinical study, adult patients with cancer received a drug cocktail containing CYP substrates [midazolam (3A), warfarin (2C9), dextromethorphan (2D6), and caffeine (1A2)] either alone or in combination with abemaciclib. Plasma pharmacokinetics (PK) samples were analyzed for all substrates, caffeine metabolite paraxanthine, and abemaciclib; polymorphisms of CYP2C9, CYP2D6, CYP3A4, and CYP3A5 were evaluated. In vitro, downregulation of CYP mRNA, including 1A2, 2B6, 2C8, 2C9, 2D6, and 3A, by abemaciclib and/or M2 and M20 was observed at clinically relevant concentrations. In humans, abemaciclib did not affect the PK of CYP2D6 or CYP2C9 substrates. Minor statistically significant but clinically irrelevant changes were observed for midazolam [area under the concentration versus time curve from zero to infinity (AUC0-inf) (13% lower), Cmax (15% lower)], caffeine [AUC0-inf (56% higher)], and paraxanthine: caffeine [area under the concentration versus time curve from 0 to 24 hours ratio (was approximately 30% lower)]. However, given the magnitude of the effect, these changes are not considered clinically relevant. In conclusion, the downregulation of CYP mRNA mediated by abemaciclib in vitro did not translate into clinically meaningful drug-drug interactions in patients with cancer. SIGNIFICANCE STATEMENT: Despite observations that abemaciclib alters the mRNA of various CYP isoforms in vitro, a clinical study using a drug cocktail approach found no clinically meaningful drug-drug interactions between abemaciclib and a range of CYP substrates [midazolam (CYP3A4), S-warfarin (CYP2C9), dextromethorphan (CYP2D6), and caffeine (CYP1A2)]. This lack of translation suggests greater understanding of mechanisms of CYP downregulation is needed to accurately predict clinical drug-drug interaction risk from in vitro data.


Subject(s)
Aminopyridines/pharmacokinetics , Benzimidazoles/pharmacokinetics , Neoplasms/drug therapy , Protein Kinase Inhibitors/pharmacokinetics , Administration, Oral , Adult , Aged , Aminopyridines/administration & dosage , Area Under Curve , Benzimidazoles/administration & dosage , Caffeine/pharmacokinetics , Cells, Cultured , Cytochrome P-450 CYP1A2/metabolism , Cytochrome P-450 CYP2C9/metabolism , Cytochrome P-450 CYP2D6/metabolism , Cytochrome P-450 CYP3A/metabolism , Dextromethorphan/pharmacokinetics , Drug Interactions , Female , Hepatocytes , Humans , Male , Midazolam/pharmacokinetics , Middle Aged , Neoplasms/metabolism , Primary Cell Culture , Protein Kinase Inhibitors/administration & dosage , Warfarin/pharmacokinetics
16.
Biopharm Drug Dispos ; 41(7): 295-306, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32557706

ABSTRACT

Ginseng (Panax ginseng Meyer) is a popular traditional herbal medicine used worldwide. Patients often take ginseng preparations with other medicines where the ginseng dose could exceed the recommended dose during long-term administration. However, ginseng-drug interactions at high doses of ginseng are poorly understood. This study showed the possibility of herb-drug interactions between the Korean red ginseng (KRG) extract and cytochrome P450 (CYP) substrates in higher administration in mice. The CYP activities were determined in vivo after oral administration of KRG extract doses of 0.5, 1.0, and 2.0 g/kg for 2 or 4 weeks by monitoring the concentration of five CYP substrates/metabolites in the blood. The area under the curve for OH-midazolam/midazolam catalysed by CYP3A was increased significantly by the administration of 2.0 g/kg KRG extract for 2 and 4 weeks. CYP3A-catalysed midazolam 1'-hydroxylation also increased significantly in a dose- and time-dependent manner in the S9 fraction of mouse liver which was not related to induction by transcription. Whereas CYP2D-catalysed dextromethorphan O-deethylation decreased in a dose- and time-dependent manner in vivo. In conclusion, interactions were observed between KRG extract and CYP2D and CYP3A substrates at subchronic-high doses of KRG administration in mice.


Subject(s)
Cytochrome P-450 Enzyme System/metabolism , Herb-Drug Interactions , Panax/chemistry , Plant Extracts/pharmacology , Administration, Oral , Animals , Area Under Curve , Cytochrome P-450 CYP3A/metabolism , Cytochrome P450 Family 2/metabolism , Dextromethorphan/pharmacokinetics , Dose-Response Relationship, Drug , Male , Mice , Midazolam/pharmacokinetics , Plant Extracts/administration & dosage , Time Factors
17.
Drug Metab Rev ; 52(2): 258-282, 2020 05.
Article in English | MEDLINE | ID: mdl-32393072

ABSTRACT

Dextromethorphan (DXM) is a safe and effective antitussive agent present in several over the counter cough and cold medications. At higher doses, it causes psychoactive effects, making it appealing for abuse. In this work, the pharmacokinetics and pharmacodynamics of DXM with clinical and forensic relevance were extensively reviewed. DXM and related known metabolizing enzymes and metabolites were searched in books and in PubMed (U.S. National Library of Medicine) without a limiting period. Major metabolic pathways include sequential O-demethylation and N-demethylation of DXM, yielding dextrorphan (DXO), the major active metabolite, and 3-hydroxymorphinan, the bi-demethylated product, respectively. The demethylation order described may reverse being the resultant mid product 3-methoxymorphinan. UDP-glucuronosyltranferase produces glucuronide conjugates. Genotypic variations in enzymes and interactions with other drugs can result in large inter-individual variability in the pharmacological and toxicological effects produced. Knowing the metabolism of DXM may help to better understand the inter-individual variability in the pharmacokinetics and pharmacodynamics and to avoid adverse effects.


Subject(s)
Dextromethorphan/pharmacology , Animals , Antitussive Agents/chemistry , Antitussive Agents/pharmacokinetics , Antitussive Agents/pharmacology , Dextromethorphan/adverse effects , Dextromethorphan/chemistry , Dextromethorphan/pharmacokinetics , Drug Misuse , Humans
18.
Daru ; 28(2): 479-487, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32378154

ABSTRACT

INTRODUCTION: Conversion in the metabolism of drugs occurs in diabetes mellitus. Considering the importance of metabolic enzymes' activities on the efficacy and safety of medicines, the changes in liver enzymatic activity of CYP2D1 and its related hepatic clearance, by using Dextromethorphan as probe in the animal model of type I and type II diabetes, before and after treatment, was assessed in this study. METHODS: Male Wistar rats were randomly divided into 6 groups. Seven days after induction of diabetes type I and type II, treatment groups were received insulin and metformin daily for 14 days, respectively. In day 21, rats were subjected to liver perfusion by Krebs-Henseleit buffer containing Dextromethorphan as CYP2D1 probe. Perfusate samples were analyzed by HPLC fluorescence method in order to evaluate any changes in CYP2D1 activity. RESULTS: The average metabolic ratio of dextromethorphan and hepatic clearance were changed from 0.012 ± 0.004 and 6.3 ± 0.1 in the control group to 0.006 ± 0.0008 and 5.2 ± 0.2 in the untreated type I diabetic group, and 0.008 ± 0.003 and 5.0 ± 0.6 in the untreated type II diabetic rats. Finally, the mean metabolic ratio and hepatic clearance were changed to 0.008 ± 0.001 and 5.4 ± 0.1, and 0.013 ± 0.003 and 6.1 ± 0.4 in the treated groups with insulin and metformin, respectively. CONCLUSION: In type I diabetic rats, corresponding treatment could slightly improve enzyme activity, whereas the hepatic clearance and enzyme activity reached to the normal level in type II group. Graphical abstract .


Subject(s)
Cytochrome P450 Family 2/metabolism , Diabetes Mellitus, Experimental/drug therapy , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Metformin/administration & dosage , Animals , Dextromethorphan/administration & dosage , Dextromethorphan/pharmacokinetics , Diabetes Mellitus, Experimental/metabolism , Diabetes Mellitus, Type 1/metabolism , Diabetes Mellitus, Type 2/metabolism , Gene Expression Regulation/drug effects , Hepatobiliary Elimination , Hypoglycemic Agents/pharmacokinetics , Insulin/pharmacokinetics , Male , Metformin/pharmacokinetics , Niacinamide , Rats , Rats, Wistar , Streptozocin
19.
J Agric Food Chem ; 68(18): 5212-5220, 2020 May 06.
Article in English | MEDLINE | ID: mdl-32285669

ABSTRACT

Botanical dietary supplements produced from hops (Humulus lupulus) containing the chemopreventive compound xanthohumol and phytoestrogen 8-prenylnaringenin are used by women to manage menopausal symptoms. Because of the long half-lives of prenylated hop phenols and reports that they inhibit certain cytochrome P450 enzymes, a botanically authenticated and chemically standardized hop extract was tested for Phase I pharmacokinetic drug interactions. Sixteen peri- and postmenopausal women consumed the hop extract twice daily for 2 weeks, and the pharmacokinetics of tolbutamide, caffeine, dextromethorphan, and alprazolam were evaluated before and after supplementation as probe substrates for the enzymes CYP2C9, CYP1A2, CYP2D6, and CYP3A4/5, respectively. The observed area under the time-concentration curves were unaffected, except for alprazolam which decreased 7.6% (564.6 ± 46.1 h·µg/L pre-hop and 521.9 ± 36.1 h·µg/L post-hop; p-value 0.047), suggesting minor induction of CYP3A4/5. No enzyme inhibition was detected. According to FDA guidelines, this hop dietary supplement caused no clinically relevant pharmacokinetic interactions with respect to CYP2C9, CYP1A2, CYP2D6, or CYP3A4/5. The serum obtained after consumption of the hop extract was analyzed using ultra-high performance liquid chromatography-tandem mass spectrometry to confirm compliance. Abundant Phase II conjugates of the hop prenylated phenols were observed including monoglucuronides and monosulfates as well as previously unreported diglucuronides and sulfate-glucuronic acid diconjugates.


Subject(s)
Dietary Supplements/analysis , Herb-Drug Interactions , Humulus/chemistry , Perimenopause/drug effects , Plant Extracts/pharmacokinetics , Postmenopause/drug effects , Adult , Aged , Caffeine/pharmacokinetics , Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Dextromethorphan/pharmacokinetics , Female , Humans , Middle Aged , Perimenopause/genetics , Perimenopause/metabolism , Plant Extracts/administration & dosage , Postmenopause/genetics , Postmenopause/metabolism , Tolbutamide/pharmacokinetics
20.
J Clin Pharmacol ; 60(1): 86-95, 2020 01.
Article in English | MEDLINE | ID: mdl-31378969

ABSTRACT

The aim of this study was to characterize the effects of upadacitinib, a Janus kinase 1 inhibitor, on in vivo activity of different cytochrome P450 (CYP) enzymes using a cocktail approach. Healthy subjects (n = 20) received single oral doses of the modified Cooperstown 5+1 cocktail drugs (midazolam [CYP3A], caffeine [CYP1A2], warfarin + vitamin K [CYP2C9], omeprazole [CYP2C19], and dextromethorphan [CYP2D6]) without upadacitinib and on day 11 (midazolam) or 12 (all other probes) of a 15-day regimen of upadacitinib 30 mg once daily (extended-release formulation). Serial blood samples and 12-hour urine samples were collected for assays of the probe substrates and select metabolites. The ratio (90%CI) of area under the plasma concentration-time curve from time 0 to infinity (AUCinf ) central values when the cocktail drugs were administered with upadacitinib relative to when administered alone were 0.74 (0.68-0.80) for midazolam, 1.22 (1.15-1.29) for caffeine, 1.11 (1.07-1.15) for S-warfarin, 1.07 (0.95-1.22) for dextromethorphan, and 0.82 (0.72-0.94) for omeprazole. The ratio (90%CI) was 1.09 (1.00-1.19) for 5-hydroxy-omeprazole to omeprazole AUCinf ratio and 1.17 (0.97-1.41) for dextromethorphan to dextrorphan 12-hour molar urinary ratio. Upadacitinib 30 mg once daily (a dose that is twice the optimal dose in rheumatoid arthritis based on phase 3 results) has a limited effect on CYP3A activity (26% decrease in exposure of midazolam, a sensitive CYP3A substrate) and no relevant effects on CYP1A2, CYP2C9, CYP2C19, or CYP2D6 activity in vivo. No clinically relevant changes in plasma exposures are expected for drugs that are substrates for the evaluated CYP enzymes when coadministered with upadacitinib.


Subject(s)
Cytochrome P-450 Enzyme System/metabolism , Heterocyclic Compounds, 3-Ring/pharmacology , Janus Kinase Inhibitors/pharmacology , Adult , Caffeine/administration & dosage , Caffeine/pharmacokinetics , Cytochrome P-450 Enzyme System/genetics , Dextromethorphan/administration & dosage , Dextromethorphan/pharmacokinetics , Drug Combinations , Drug Interactions , Female , Genotype , Healthy Volunteers , Heterocyclic Compounds, 3-Ring/administration & dosage , Heterocyclic Compounds, 3-Ring/adverse effects , Humans , Janus Kinase Inhibitors/administration & dosage , Janus Kinase Inhibitors/adverse effects , Janus Kinase Inhibitors/metabolism , Male , Midazolam/administration & dosage , Midazolam/pharmacokinetics , Middle Aged , Omeprazole/administration & dosage , Omeprazole/pharmacokinetics , Phenotype , Vitamin K/administration & dosage , Vitamin K/pharmacokinetics , Warfarin/administration & dosage , Warfarin/pharmacokinetics
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