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1.
Med Cannabis Cannabinoids ; 5(1): 199-206, 2022.
Article En | MEDLINE | ID: mdl-36467779

Introduction: Cannabidiol (CBD) is a widely utilized nonpsychoactive cannabinoid available as an over-the-counter supplement, a component of medical cannabis, and a prescriptive treatment of childhood epilepsies. In vitro studies suggest CBD may inhibit a number of drug-metabolizing enzymes, including carboxylesterase 1 (CES1). The aim of this study was to evaluate effect of CBD on the disposition of the CES1 substrate methylphenidate (MPH). Methods: In a randomized, placebo-controlled, crossover study, 12 subjects ingested 750 mg of CBD solution, or alternatively, a placebo solution twice daily for a 3-day run-in period followed by an additional CBD dose (or placebo) and a single 10 mg dose of MPH and completed serial blood sampling for pharmacokinetic analysis. MPH and CBD concentrations were measured by liquid chromatography with tandem mass spectrometry. Results: The Cmax (mean ± CV) for the CBD group and placebo group was 13.5 ± 43.7% ng/mL and 12.2 ± 36.4% ng/mL, respectively. AUCinf (ng/mL*h) for the CBD group and placebo group was 70.7 ± 32.5% and 63.6 ± 25.4%, respectively. The CBD AUC0-8h (mean ± CV) was 1,542.2 ± 32% ng/mL*h, and Cmax was 389.2 ± 39% ng/mL. When compared to MPH only, the geometric mean ratio (CBD/control, 90% CI) for AUCinf and Cmax with CBD co-administration was 1.09 (0.89, 1.32) and 1.08 (0.85, 1.37), respectively. Discussion/Conclusion: Although the upper bound of bioequivalence was not met, the mean estimates of AUC and Cmax ratios were generally small and unlikely to be of clinical significance.

2.
Clin Transl Sci ; 15(7): 1764-1775, 2022 07.
Article En | MEDLINE | ID: mdl-35488487

There are limited comparison data throughout the dosing interval for generic versus brand metoprolol extended-release (ER) tablets. We compared the pharmacokinetics (PKs) and pharmacodynamics of brand name versus two generic formulations (drugs 1 and 2) of metoprolol ER tablets with different time to maximum concentration (Tmax ) in adults with hypertension. Participants were randomized to equal drug doses (50-150 mg/day) administered in one of two sequences (brand-drug1-brand-drug2 or brand-drug2-brand-drug1) and completed 24-h PK, digital heart rate (HR), ambulatory blood pressure (BP), and HR studies after taking each formulation for greater than or equal to 7 days. Metoprolol concentrations were determined by liquid chromatography tandem mass spectrometry, with noncompartmental analysis performed to obtain PK parameters in Phoenix WinNonlin. Heart rate variability (HRV) low-to-high frequency ratio was determined per quartile over the 24-h period. Thirty-six participants completed studies with the brand name and at least one generic product. Among 30 participants on the 50 mg dose, the primary PK end points of area under the concentration-time curve and Cmax were similar between products; Tmax was 6.1 ± 3.6 for the brand versus 3.5 ± 4.9 for drug 1 (p = 0.019) and 9.6 ± 3.2 for drug 2 (p < 0.001). Among all 36 participants, 24-h BPs and HRs were similar between products. Mean 24-h HRV low-to-high ratio was also similar for drug 1 (2.04 ± 1.35), drug 2 (1.86 ± 1.35), and brand (2.04 ± 1.77), but was more sustained over time for the brand versus drug 1 (drug × quartile interaction p = 0.017). Differences in Tmax between metoprolol ER products following repeated doses may have implications for drug effects on autonomic balance over the dosing interval.


Blood Pressure Monitoring, Ambulatory , Metoprolol , Adult , Area Under Curve , Cross-Over Studies , Drugs, Generic/therapeutic use , Humans , Metoprolol/pharmacokinetics , Tablets
3.
CPT Pharmacometrics Syst Pharmacol ; 9(12): 678-685, 2020 12.
Article En | MEDLINE | ID: mdl-33067866

Recent CYP2D6 phenotype standardization efforts by CYP2D6 activity score (AS) are based on limited pharmacokinetic (PK) and pharmacodynamic (PD) data. Using data from two independent clinical trials of metoprolol, we compared metoprolol PK and PD across CYP2D6 AS with the goal of determining whether the PK and PD data support the new phenotype classification. S-metoprolol apparent oral clearance (CLo), adjusted for clinical factors, was correlated with CYP2D6 AS (P < 0.001). The natural log of CLo was lower with an AS of 1 (7.6 ± 0.4 mL/minute) vs. 2-2.25 (8.3 ± 0.6 mL/minute; P = 0.012), similar between an AS of 1 and 1.25-1.5 (7.8 ± 0.5 mL/minute; P = 0.702), and lower with an AS of 1.25-1.5 vs. 2-2.25 (P = 0.03). There was also a greater reduction in heart rate with metoprolol among study participants with AS of 1 (-10.8 ± 5.5) vs. 2-2.25 (-7.1 ± 5.6; P < 0.001) and no significant difference between those with an AS of 1 and 1.25-1.5 (-9.2 ± 4.7; P = 0.095). These data highlight linear trends among CYP2D6 AS and metoprolol PK and PD, but inconsistencies with the phenotypes assigned by AS based on the current standards. Overall, this case study with metoprolol suggests that utilizing CYP2D6 AS, instead of collapsing AS into phenotype categories, may be the most precise approach for utilizing CYP2D6 pharmacogenomics in clinical practice.


Adrenergic beta-1 Receptor Antagonists/pharmacokinetics , Cytochrome P-450 CYP2D6/genetics , Genotype , Metoprolol/pharmacokinetics , Administration, Oral , Adrenergic beta-1 Receptor Antagonists/administration & dosage , Adult , Aged , Blood Pressure/drug effects , Female , Heart Rate/drug effects , Humans , Male , Metoprolol/administration & dosage , Middle Aged , Pharmacogenetics , Phenotype , Polymorphism, Single Nucleotide , Prospective Studies
4.
Pharmacotherapy ; 40(6): 500-506, 2020 06.
Article En | MEDLINE | ID: mdl-32246498

INTRODUCTION: In intensive care unit (ICU) patients, delirium is frequent, occurs early in ICU admission, and is associated with poor outcomes. Risk models based on clinical factors have shown variable performance in terms of predictive ability. Identification of a candidate biomarker that associates with delirium may lead to a better understanding of disease mechanism, validation biomarker studies, and the ability to develop targeted interventions for prevention and treatment of delirium. This study analyzed metabolite concentrations early in the course of ICU admission to assess the association with delirium onset. METHODS: Within 24 hours of ICU admission, blood samples for global and targeted metabolomics analyses in adult surgical ICU patients were collected prospectively. Metabolites were determined using mass spectrometry/ultra-high-pressure liquid chromatography and analyzed in patients with delirium and a group of controls matched on age, sex, and admission Sequential Organ Function Assessment (SOFA) score. RESULTS: Patients in the study (65 per group) were a mean age of 59 years, had a median SOFA score of 6, and were most commonly admitted to the ICU following major trauma. In the delirium group, median onset of delirium was 3 (interquartile range 1-6) days, and the most common delirium subtype was mixed (56%). Kynurenic acid was significantly increased, and tryptophan concentration was significantly decreased in the delirium group (p=0.04). The ratio of kynurenine-to-tryptophan concentration was significantly higher in the delirium group (p=0.005). CONCLUSIONS: Evidence of upregulation was found in the tryptophan metabolic pathway in delirious patients because tryptophan concentrations were lower, tryptophan metabolites were higher, and the kynurenine-to-tryptophan ratio was increased. These findings suggest a role of increased inflammation and accumulation of neurotoxic metabolites in the pathogenesis of ICU delirium. Future studies should target this pathway to validate metabolites in the tryptophan pathway as risk biomarkers in patients with ICU delirium.


Delirium/epidemiology , Intensive Care Units , Metabolomics , Tryptophan/metabolism , Adult , Aged , Biomarkers/metabolism , Chromatography, High Pressure Liquid , Delirium/etiology , Female , Humans , Kynurenic Acid/metabolism , Male , Mass Spectrometry , Middle Aged , Organ Dysfunction Scores , Prospective Studies , Risk Factors , Up-Regulation
5.
Saudi Pharm J ; 27(3): 406-412, 2019 Mar.
Article En | MEDLINE | ID: mdl-30976185

Pterostilbene is a natural polyphenol compound found in small berries that is related to resveratrol, but has better bioavailability and a longer half-life. The purpose of this study was to assess the potential inhibitory effect of pterostilbene on in vitro drug metabolism. The effect of pterostilbene on cytochrome P450 (CYP) and UDP-glucuronosyltransferase (UGT) enzyme activities were studied using the enzyme-selective substrates amodiaquine (CYP2C8), midazolam (CYP3A4), estradiol (UGT1A1), serotonin (UGT1A6) and mycophenolic acid (UGT1A8/9/10). The IC50 value was used to express the strength of inhibition. Further, a volume per dose index (VDI) was used to estimate the potential for in vivo interactions. Pterostilbene significantly inhibited CYP2C8 and UGT1A6 activities. The IC50 (mean ±â€¯SE) values for CYP2C8 and UGT1A6 inhibition were 3.0 ±â€¯0.4 µM and 15.1 ±â€¯2.8 µM, respectively; the VDI exceeded the predefined threshold of 5 L/dose for both CYP2C8 and UGT1A6, suggesting a potential for interaction in vivo. Pterostilbene did not inhibit the metabolism of the other enzyme-selective substrates. The results of this study indicate that pterostilbene inhibits CYP2C8 and UTG1A6 activity in vitro and may inhibit metabolism by these enzymes in vivo. Clinical studies are warranted to evaluate the in vivo relevance of these interactions.

6.
Front Pharmacol ; 9: 752, 2018.
Article En | MEDLINE | ID: mdl-30065651

Pioglitazone is used effectively to treat non-alcoholic steatohepatitis (NASH), but there is marked variability in response. This study examined whether genetic variation contributes to pioglitazone response variability in patients with NASH. This genetic substudy includes 55 participants of a randomized controlled trial designed to determine the efficacy of long-term pioglitazone treatment in patients with NASH. The primary outcome of the clinical trial was defined as ≥2-point reduction in the non-alcoholic fatty liver disease activity score (NAS). In this substudy, single nucleotide polymorphisms (SNPs) in putative candidate genes were tested for association with primary and secondary outcomes. A genetic response score was constructed based on the sum of response alleles for selected genes. The genetic response score was significantly associated with achievement of the primary outcome (odds ratio 1.74; 95% CI 1.27-2.54; p = 0.0015). ADORA1 rs903361 associated with resolution of NASH (p = 0.0005) and change in the ballooning score among Caucasian and Hispanic patients (p = 0.0005). LPL rs10099160 was significantly associated with change in ALT (p = 0.0005). The CYP2C8∗3 allele, which confers faster pioglitazone clearance in allele carriers, was associated with change in fibrosis score (p = 0.026). This study identified key genetic factors that explain some of the inter-individual variability in response to pioglitazone among patients with NASH.

7.
Am J Physiol Endocrinol Metab ; 315(2): E163-E173, 2018 08 01.
Article En | MEDLINE | ID: mdl-29634314

Pioglitazone is effective in improving insulin resistance and liver histology in patients with nonalcoholic steatohepatitis (NASH). Because dysfunctional mitochondrial metabolism is a central feature of NASH, we hypothesized that an important target of pioglitazone would be alleviating mitochondrial oxidative dysfunction. To this end, we studied hepatic mitochondrial metabolism in mice fed high-fructose high-transfat diet (TFD) supplemented with pioglitazone for 20 wk, using nuclear magnetic resonance-based 13C isotopomer analysis. Pioglitazone improved whole body and adipose insulin sensitivity in TFD-fed mice. Furthermore, pioglitazone reduced intrahepatic triglyceride content and fed plasma ketones and hepatic TCA cycle flux, anaplerosis, and pyruvate cycling in mice with NASH. This was associated with a marked reduction in most intrahepatic diacylglycerol classes and, to a lesser extent, some ceramide species (C22:1, C23:0). Considering the cross-talk between mitochondrial function and branched-chain amino acid (BCAA) metabolism, pioglitazone's impact on plasma BCAA profile was determined in a cohort of human subjects. Pioglitazone improved the plasma BCAA concentration profile in patients with NASH. This appeared to be related to an improvement in BCAA degradation in multiple tissues. These results provide evidence that pioglitazone-induced changes in NASH are related to improvements in hepatic mitochondrial oxidative dysfunction and changes in whole body BCAA metabolism.


Hypoglycemic Agents/pharmacology , Mitochondria, Liver/drug effects , Mitochondria, Liver/metabolism , Non-alcoholic Fatty Liver Disease/metabolism , Pioglitazone/pharmacology , Adipose Tissue/drug effects , Adipose Tissue/metabolism , Amino Acids, Branched-Chain/metabolism , Animals , Citric Acid Cycle/drug effects , Diet , Female , Fructose/toxicity , Humans , Hypoglycemic Agents/therapeutic use , Insulin Resistance , Ketones/blood , Male , Mice, Inbred C57BL , Middle Aged , Non-alcoholic Fatty Liver Disease/drug therapy , Pioglitazone/therapeutic use , Pyruvic Acid/metabolism
8.
Thromb Res ; 165: 6-13, 2018 05.
Article En | MEDLINE | ID: mdl-29544199

OBJECTIVE: Incidence of venous thromboembolism (VTE) in critically ill patients remains unacceptably high despite widespread use of thromboprophylaxis. A systems biology approach may be useful in understanding disease pathology and predicting response to treatment. Metabolite profile under specific environmental conditions provides the closest link to phenotype, but the relationship between metabolomics and risk of VTE in critically ill patients is unknown. In this study, metabolomics signatures are compared in patients with and without VTE. DESIGN: Multicenter case-control study using prospectively collected data from the Inflammation and Host Response to Injury program, with pathway and in silico gene expression analyses. SETTING: Eight level 1 US trauma centers. PATIENTS: Critically ill adults with blunt trauma who developed VTE within the first 28 days of hospitalization compared to patients without VTE (N-VTE). INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Patients included in the study (n = 20 VTE, n = 20 N-VTE) were mean age of 34 years, injury severity score of 35, and VTE diagnosed a median of 10.5 days after admission. Global metabolomics revealed two kynurenine metabolites, N-formylkynurenine (AUC = 0.77; 95% CI: 0.59-0.89) and 5-hydroxy-N-formylkynurenine (AUC = 0.80; 95% CI:0.63-0.90) significantly discriminated VTE and N-VTE; ratio between N-formylkynurenine/5-hydroxy-N-formylkynurenine improved predictive power (AUC = 0.87; 95% CI: 0.74-0.95). In the pathway analysis, tryptophan was the only significant metabolic pathway including N-formylkynurenine and 5-hydroxy-N-formylkynurenine (p < 0.001), and 8 proteins directly or indirectly interacted with these metabolites in the interaction network analysis. Of the 8 genes tested in the in silico gene expression analyses, KYNU (p < 0.001), CCBL1 (p < 0.001), and CCBL2 (p = 0.001) were significantly different between VTE and N-VTE, controlling for age and sex. CONCLUSIONS: Two novel kynurenine metabolites in the tryptophan pathway associated with hospital-acquired VTE, and 3 candidate genes were identified via pathway and interaction network analyses. Future studies are warranted to validate these findings in diverse populations using a multi-omics approach.


Critical Illness/therapy , Kynurenine/adverse effects , Metabolomics/methods , Tryptophan/adverse effects , Venous Thromboembolism/etiology , Adult , Case-Control Studies , Female , Humans , Male , Venous Thromboembolism/pathology
9.
Clin Ther ; 40(1): 103-113.e1, 2018 01.
Article En | MEDLINE | ID: mdl-29273470

PURPOSE: The purpose of this study was to compare the bioavailability between 2 milk thistle-containing dietary supplements, Product B and IsaGenesis, in healthy volunteers. METHODS: Bioavailability between Product B, originally formulated as a powdered capsule, and IsaGenesis, reformulated as a soft gel, were compared by measuring silybin A and silybin B as surrogate pharmacokinetic markers for differences in absorption and bioavailability. For this randomized, open-label, crossover pharmacokinetic study, 12 healthy volunteers consumed a single-dose serving of each supplement separated by at least a 7-day washout period. Serial blood samples were obtained at 0, 0.5, 1, 1.5, 2, 3, 4, 6, and 8 hours and analyzed via LC-MS/MS. FINDINGS: Rapid absorption and elimination of silybin A and silybin B have been observed after oral administration of both Product B and IsaGenesis. However, the absorption rate and extent, as indicated by mean the Cmax and mean plasma AUC, were significantly higher for the IsaGenesis soft gel formulation. The dose-corrected mean Cmax was 365% and 450% greater for silybin A and B, respectively, relative to powdered Product B. The time to Tmax was reached, on average, at least 1 hour earlier with IsaGenesis relative to Product B for both silybin A and silybin B. IMPLICATIONS: The IsaGenesis soft gel formulation provided substantially greater absorption and bioavailability of silybin A and silybin B relative to the powdered Product B supplement. ClinicalTrials.gov Identifier: NCT02529605.


Antioxidants/pharmacokinetics , Dietary Supplements , Plant Extracts/pharmacokinetics , Silybum marianum , Silymarin/pharmacokinetics , Administration, Oral , Adult , Antioxidants/administration & dosage , Area Under Curve , Biological Availability , Capsules , Chromatography, Liquid , Cross-Over Studies , Drug Compounding , Female , Gels , Humans , Male , Plant Extracts/administration & dosage , Powders , Silybin , Silymarin/administration & dosage , Silymarin/blood , Tandem Mass Spectrometry , Therapeutic Equivalency , Young Adult
10.
J Am Heart Assoc ; 7(1)2017 12 29.
Article En | MEDLINE | ID: mdl-29288159

BACKGROUND: Although hydrochlorothiazide (HCTZ) is a well-established first-line antihypertensive in the United States, <50% of HCTZ treated patients achieve blood pressure (BP) control. Thus, identifying biomarkers that could predict the BP response to HCTZ is critically important. In this study, we utilized metabolomics, genomics, and lipidomics to identify novel pathways and biomarkers associated with HCTZ BP response. METHODS AND RESULTS: First, we conducted a pathway analysis for 13 metabolites we recently identified to be significantly associated with HCTZ BP response. From this analysis, we found the sphingolipid metabolic pathway as the most significant pathway (P=5.8E-05). Testing 78 variants, within 14 genes involved in the sphingolipid metabolic canonical pathway, with the BP response to HCTZ identified variant rs6078905, within the SPTLC3 gene, as a novel biomarker significantly associated with the BP response to HCTZ in whites (n=228). We found that rs6078905 C-allele carriers had a better BP response to HCTZ versus noncarriers (∆SBP/∆DBP: -11.4/-6.9 versus -6.8/-3.5 mm Hg; ∆SBP P=6.7E-04; ∆DBP P=4.8E-04). Additionally, in blacks (n=148), we found genetic signals in the SPTLC3 genomic region significantly associated with the BP response to HCTZ (P<0.05). Last, we observed that rs6078905 significantly affects the baseline level of 4 sphingomyelins (N24:2, N24:3, N16:1, and N22:1; false discovery rate <0.05), from which N24:2 sphingomyelin has a significant correlation with both HCTZ DBP-response (r=-0.42; P=7E-03) and SBP-response (r=-0.36; P=2E-02). CONCLUSIONS: This study provides insight into potential pharmacometabolomic and genetic mechanisms underlying HCTZ BP response and suggests that SPTLC3 is a potential determinant of the BP response to HCTZ. CLINICAL TRIAL REGISTRATION: URL: http://www.clinicaltrials.gov. Unique identifier: NCT00246519.


Hydrochlorothiazide/therapeutic use , Hypertension/drug therapy , Sodium Chloride Symporter Inhibitors/therapeutic use , Sphingolipids/metabolism , Adult , Blood Pressure , Female , Genomics , Humans , Lipid Metabolism , Male , Metabolic Networks and Pathways , Metabolomics , Middle Aged , Nitriles , Pharmacogenetics , Prognosis , Serine C-Palmitoyltransferase/genetics , Siloxanes , Treatment Outcome
11.
Chem Biol Interact ; 271: 24-29, 2017 Jun 01.
Article En | MEDLINE | ID: mdl-28457856

Milk thistle is a widely-consumed botanical used for an array of purported health benefits. The primary extract of milk thistle is termed silymarin, a complex mixture that contains a number of structurally-related flavonolignans, the flavonoid, taxifolin, and a number of other constituents. The major flavonolignans present in most extracts are silybin A, silybin B, isosilybin A and isosilybin B, silydianin, silychristin and isosilychristin. Silymarin itself has been reported to inhibit CYP2C8 activity in vitro, but the effect of the individual flavonolignans on this enzyme has not been studied. To investigate the effects of milk thistle extract and its main flavonolignans (silybin A, silybin B, isosilybin A and isosilybin B) on CYP2C8 activity at relevant concentrations, the effect of milk thistle extract and the flavonolignans on CYP2C8 enzyme activity was studied in vitro using human liver microsomes (HLM) incorporating an enzyme-selective substrate for CYP2C8, amodiaquine. Metabolite formation was analyzed using liquid chromatography-tandem mass spectrometry (LC/MS-MS). The concentration causing 50% inhibition of enzyme activity (IC50) was used to express the degree of inhibition. Isosilibinin, a mixture of the diastereoisomers isosilybin A and isosilybin B, was found to be the most potent inhibitor, followed by isosilybin B with IC50 values (mean ± SE) of 1.64 ± 0.66 µg/mL and 2.67 ± 1.18 µg/mL, respectively. The rank order of observed inhibitory potency after isosilibinin was silibinin > isosilybin A > silybin A > milk thistle extract > and silybin B. These in vitro results suggest a potentially significant inhibitory effect of isosilibinin and isosilybin B on CYP2C8 activity. However, the observed IC50 values are unlikely to be achieved in humans supplemented with orally administered milk thistle extracts due to the poor bioavailability of flavonolignans documented with most commercially available formulations.


Cytochrome P-450 CYP2C8/drug effects , Flavonolignans/pharmacology , Microsomes, Liver/drug effects , Silybum marianum/chemistry , Amodiaquine/metabolism , Chromatography, Liquid , Cytochrome P-450 CYP2C8/metabolism , Enzyme Activation/drug effects , Humans , Inhibitory Concentration 50 , Microsomes, Liver/enzymology , Molecular Structure , Plant Extracts/chemistry , Plant Extracts/pharmacology , Substrate Specificity , Tandem Mass Spectrometry
12.
J Am Pharm Assoc (2003) ; 57(1): 120-125, 2017.
Article En | MEDLINE | ID: mdl-27816542

The emerging use of genomic data to inform medication therapy populates the medical literature and provides evidence for guidelines in the prescribing information for many medications. Despite the availability of pharmacogenomic studies, few pharmacists feel competent to use these new data in patient care. The first pharmacogenomics competency statement for pharmacists was published in 2002. In 2011, the Pharmacogenomics Special Interest Group of the American Association of Colleges of Pharmacy led a process to update this competency statement with the use of a consensus-based method that incorporated input from multiple key professional pharmacy organizations to reflect growth in genomic science as well as the need for pharmacist application of genomic data. Given the rapidly evolving science, educational needs, and practice models in this area, a standardized competency-based approach to pharmacist education and training in pharmacogenomics is needed to equip pharmacists for leadership roles as essential members of health care teams that implement clinical utilization strategies for genomic data.


Clinical Competence , Pharmaceutical Services/organization & administration , Pharmacists/organization & administration , Pharmacogenetics/methods , Competency-Based Education , Education, Pharmacy/methods , Humans , Leadership , Pharmaceutical Services/standards , Pharmacists/standards
13.
J Clin Pharmacol ; 57(3): 305-311, 2017 03.
Article En | MEDLINE | ID: mdl-27503364

The objectives of this study were to investigate the effect of grapefruit juice low in furanocoumarins on CYP3A activity and to summarize previous findings of enzyme inhibition measured by the metabolism of midazolam after intake of grapefruit juice. Twelve healthy volunteers participated in a prospective, randomized, double-blinded, 3-way crossover clinical study to determine the effect of regular grapefruit juice (RGJ) and a novel, low-furanocoumarin hybrid grapefruit juice (HGJ) on the metabolism of oral midazolam, used as a probe for in vivo CYP3A activity, compared with water as a control. The RGJ was 100% hand-squeezed "Hudson" grapefruit juice, and the HGJ contained low amounts of furanocoumarin constituents. The point estimates (90% confidence intervals) for the RGJ/water midazolam AUC geometric mean ratio was 122% (107-140). The point estimate for the HGJ/water midazolam AUC ratio was within the 80% to 125% bioequivalence range, indicating an absence of interaction. This finding also prompted a systematic review of available evidence on the pharmacokinetic alteration of midazolam by grapefruit juice. Although most studies demonstrated alteration in midazolam pharmacokinetics supporting inhibition of CYP3A activity as a likely mechanism, the cohorts included in these studies and the extent of the pharmacokinetic interaction varied widely. The current study indicated grapefruit juice-drug interaction varies substantially based on patient characteristics and/or grapefruit juice product-related factors, including the amount of furanocoumarin constituents present in the juice.


Citrus paradisi , Cytochrome P-450 CYP3A Inhibitors/pharmacology , Fruit and Vegetable Juices , Furocoumarins/pharmacology , Midazolam/pharmacokinetics , Adult , Area Under Curve , Cross-Over Studies , Double-Blind Method , Female , Food-Drug Interactions , Furocoumarins/administration & dosage , Healthy Volunteers , Humans , Male , Prospective Studies
14.
Hypertension ; 68(3): 621-9, 2016 09.
Article En | MEDLINE | ID: mdl-27381900

Hydrochlorothiazide is among the most commonly prescribed antihypertensives; yet, <50% of hydrochlorothiazide-treated patients achieve blood pressure (BP) control. Herein, we integrated metabolomic and genomic profiles of hydrochlorothiazide-treated patients to identify novel genetic markers associated with hydrochlorothiazide BP response. The primary analysis included 228 white hypertensives treated with hydrochlorothiazide from the Pharmacogenomic Evaluation of Antihypertensive Responses (PEAR) study. Genome-wide analysis was conducted using Illumina Omni 1 mol/L-Quad Chip, and untargeted metabolomics was performed on baseline fasting plasma samples using a gas chromatography-time-of-flight mass spectrometry platform. We found 13 metabolites significantly associated with hydrochlorothiazide systolic BP (SBP) and diastolic BP (DBP) responses (false discovery rate, <0.05). In addition, integrating genomic and metabolomic data revealed 3 polymorphisms (rs2727563 PRKAG2, rs12604940 DCC, and rs13262930 EPHX2) along with arachidonic acid, converging in the netrin signaling pathway (P=1×10(-5)), as potential markers, significantly influencing hydrochlorothiazide BP response. We successfully replicated the 3 genetic signals in 212 white hypertensives treated with hydrochlorothiazide and created a response score by summing their BP-lowering alleles. We found patients carrying 1 response allele had a significantly lower response than carriers of 6 alleles (∆SBP/∆DBP: -1.5/1.2 versus -16.3/-10.4 mm Hg, respectively, SBP score, P=1×10(-8) and DBP score, P=3×10(-9)). This score explained 11.3% and 11.9% of the variability in hydrochlorothiazide SBP and DBP responses, respectively, and was further validated in another independent study of 196 whites treated with hydrochlorothiazide (DBP score, P=0.03; SBP score, P=0.07). This study suggests that PRKAG2, DCC, and EPHX2 might be important determinants of hydrochlorothiazide BP response.


AMP-Activated Protein Kinases/genetics , Epoxide Hydrolases/genetics , Hydrochlorothiazide/therapeutic use , Hypertension/drug therapy , Hypertension/genetics , Receptors, Cell Surface/genetics , Tumor Suppressor Proteins/genetics , Adult , Aged , Antihypertensive Agents/therapeutic use , Blood Pressure Monitoring, Ambulatory , Cohort Studies , DCC Receptor , Female , Genetic Predisposition to Disease/epidemiology , Genome-Wide Association Study , Humans , Hypertension/diagnosis , Male , Metabolomics , Middle Aged , Pharmacogenetics , Polymorphism, Genetic , Prospective Studies , Severity of Illness Index , Signal Transduction , Treatment Outcome , White People/genetics
15.
Metabolomics ; 12(8)2016 08.
Article En | MEDLINE | ID: mdl-28217400

INTRODUCTION: While atenolol is an effective antihypertensive agent, its use is also associated with adverse events including hyperglycemia and incident diabetes that may offset the benefits of blood pressure lowering. By combining metabolomic and genomic data acquired from hypertensive individuals treated with atenolol, it may be possible to better understand the pathways that most impact the development of an adverse glycemic state. OBJECTIVE: To identify biomarkers that can help predict susceptibility to blood glucose excursions during exposure to atenolol. METHODS: Plasma samples acquired from 234 Caucasian participants treated with atenolol in the Pharmacogenomic Evaluation of Antihypertensive Responses trial were analyzed by gas chromatography Time-Of-Flight Mass Spectroscopy. Metabolomics and genomics data were integrated by first correlating participant's metabolomic profiles to change in glucose after treatment with atenolol, and then incorporating genotype information from genes involved in metabolite pathways associated with glucose response. RESULTS: Our findings indicate that the baseline level of ß-alanine was associated with glucose change after treatment with atenolol (Q = 0.007, ß = 2.97 mg/dL). Analysis of genomic data revealed that carriers of the G allele for SNP rs2669429 in gene DPYS, which codes for dihydropyrimidinase, an enzyme involved in ß-alanine formation, had significantly higher glucose levels after treatment with atenolol when compared with non-carriers (Q = 0.05, ß = 2.76 mg/dL). This finding was replicated in participants who received atenolol as an add-on therapy (P = 0.04, ß = 1.86 mg/dL). CONCLUSION: These results suggest that ß-alanine and rs2669429 may be predictors of atenolol-induced hyperglycemia in Caucasian individuals and further investigation is warranted.

16.
Metabolomics ; 12(10)2016 10.
Article En | MEDLINE | ID: mdl-28217401

INTRODUCTION: Atenolol, a commonly prescribed ß blocker for hypertension, is also associated with adverse cardiometabolic effects such as hyperglycemia and dyslipidemia. Knowledge of the mechanistic underpinnings of these adverse effects of atenolol is incomplete. OBJECTIVE: We sought to identify biomarkers associated with risk for these untoward effects of atenolol. We measured baseline blood serum levels of acylcarnitines (ACs) that are involved in a host of different metabolic pathways, to establish associations with adverse cardiometabolic responses after atenolol treatment. METHODS: Serum samples from Caucasian hypertensive patients (n = 224) who were treated with atenolol in the Pharmacogenomic Evaluation of Antihypertensive Responses (PEAR) study were interrogated using a quantitative LC/MS assay for a large number of unique ACs in serum. For the 23 ACs that were detected in serum from ≥80 % of all patients, we conducted linear regression for changes in cardiometabolic factors with baseline AC levels, baseline cardiometabolic factors, age, sex, and BMI as covariates. For the 5 ACs that were detected in serum from 20 to 79 % of the patients, we similarly modeled changes in cardiometabolic factors, but with specifying the AC as present/absent in the regression. RESULTS: Among the 28 ACs, the presence (vs. absence) of arachidonoyl-carnitine (C20:4) was significantly associated with increased glucose (p = 0.0002), and was nominally associated with decreased plasma HDL-C (p = 0.017) and with less blood pressure (BP) lowering (p = 0.006 for systolic BP, p = 0.002 for diastolic BP), after adjustment. CONCLUSION: Serum level of C20:4 is a promising biomarker to predict adverse cardiometabolic responses including glucose and poor antihypertensive response to atenolol.

17.
J Clin Pharmacol ; 55(12): 1313-31, 2015 Dec.
Article En | MEDLINE | ID: mdl-26095990

Beverage-drug interactions have remained an active area of research and have been the subject of extensive investigations in the past 2 decades. The known mechanisms of clinically relevant beverage-drug interactions include modulation of the activity of cytochrome P450 (CYP) 3A and organic anion-transporting polypeptide (OATP). For CYP3A-mediated beverage-drug interaction, the in vivo CYP3A inhibitory effect is limited to grapefruit juice (GFJ), which increases the bioavailability of several orally administered drugs that undergo extensive first-pass metabolism via enteric CYP3A. In contrast, clinically significant OATP-mediated beverage-drug interactions have been observed with not only GFJ but also orange juice, apple juice, and, most recently, green tea. Fruit juices and green tea are all a mixture of a large number of constituents. The investigation of specific constituent(s) responsible for the enzyme and/or transporter inhibition remains an active area of research, and many new findings have been obtained on this subject in the past several years. This review highlights the multiple mechanisms through which beverages can alter drug disposition and provides an update on the new findings of beverage-drug interactions, with a focus on fruit juices and green tea.


Cytochrome P-450 CYP3A Inhibitors/pharmacology , Food-Drug Interactions , Fruit and Vegetable Juices , Organic Anion Transporters/antagonists & inhibitors , Tea , Fruit and Vegetable Juices/adverse effects , Humans , Tea/adverse effects
18.
Metab Syndr Relat Disord ; 13(5): 195-202, 2015 Jun.
Article En | MEDLINE | ID: mdl-25664967

BACKGROUND: The three branched amino acids (valine, leucine, and isoleucine) and two aromatic amino acids (tyrosine and phenylalanine) have been associated with many adverse metabolic pathways, including diabetes. However, these associations have been identified primarily in otherwise healthy Caucasian populations. We aimed to investigate the association of this five-amino-acid signature with metabolic syndrome and impaired fasting glucose (IFG) in a hypertensive cohort of Caucasian and African Americans. METHODS: We analyzed data from the Pharmacogenomic Evaluation of Antihypertensive Responses (PEAR) studies PEAR and PEAR2 conducted between 2005 and 2014. Subjects were enrolled at the University of Florida (Gainesville, FL), Emory University (Atlanta, GA), and Mayo Clinic (Rochester, MN). A total of 898 patients with essential hypertension were included in this study. Presence of metabolic syndrome and IFG at baseline were determined on the basis of measurements of demographic and biochemical data. Levels of the five amino acids were quantified by liquid chromatography-tandem mass spectroscopy (LC-MS/MS). RESULTS: With a multiple logistic regression model, we found that all five amino acids were significantly associated with metabolic syndrome in both Caucasian and African Americans. IFG and the five amino acids were associated in the Caucasian Americans. Only valine was significantly associated with IFG in African Americans. CONCLUSION: In both Caucasian and African Americans with uncomplicated hypertension, plasma levels of the five-amino-acid signature are associated with metabolic syndrome. Additionally, in Caucasians we have confirmed the five-amino-acid signature was associated with IFG.


Amino Acids, Aromatic/blood , Amino Acids, Branched-Chain/blood , Blood Glucose/analysis , Hypertension/blood , Metabolic Syndrome/blood , Metabolic Syndrome/ethnology , Adolescent , Adult , Black or African American , Aged , Antihypertensive Agents/therapeutic use , Chromatography, Liquid , Cohort Studies , Essential Hypertension , Fasting , Female , Humans , Hypertension/complications , Hypertension/genetics , Logistic Models , Male , Mass Spectrometry , Metabolic Syndrome/complications , Metabolic Syndrome/genetics , Middle Aged , Pharmacogenetics , United States , White People , Young Adult
19.
Xenobiotica ; 45(5): 406-12, 2015 May.
Article En | MEDLINE | ID: mdl-25430798

1. Herbal supplements widely used in the US were screened for the potential to inhibit CYP2C8 activity in human liver microsomes. The herbal extracts screened were garlic, echinacea, saw palmetto, valerian, black cohosh and cranberry. N-desethylamodiaquine (DEAQ) and hydroxypioglitazone metabolite formation were used as indices of CYP2C8 activity. 2. All herbal extracts showed inhibition of CYP2C8 activity for at least one of three concentrations tested. A volume per dose index (VDI) was calculated to determine the volume in which a dose should be diluted to obtain IC50 equivalent concentration. Cranberry and saw palmetto had a VDI value > 5.0 l per dose unit, suggesting a potential for interaction. 3. Inhibition curves were constructed and the IC50 (mean ± SE) values were 24.7 ± 2.7 µg/ml for cranberry and 15.4 ± 1.7 µg/ml for saw palmetto. 4. The results suggest a potential for cranberry or saw palmetto extracts to inhibit CYP2C8 activity. Clinical studies are needed to evaluate the significance of this interaction.


Cytochrome P-450 CYP2C8/metabolism , Microsomes, Liver/enzymology , Plant Extracts/pharmacology , Amodiaquine/analogs & derivatives , Amodiaquine/metabolism , Humans , Inhibitory Concentration 50 , Microsomes, Liver/drug effects , Pioglitazone , Thiazolidinediones/metabolism
20.
Article En | MEDLINE | ID: mdl-25195022

A simple and rapid high performance liquid chromatography-tandem mass spectrometry (LC-MS/MS) method was developed for the simultaneous determination of pioglitazone and its active metabolites hydroxypioglitazone and ketopioglitazone in human plasma. Samples were processed by protein precipitation with acetonitrile and selective phospholipid depletion in a 96-well plate format. The method used deuterated internal standards for each analyte. Chromatographic separation was achieved with gradient elution on a Hypersil GOLD C18 column. The mass spectrometer was operated in electrospray positive ion mode with detection by selected reaction monitoring using the transitions m/z 357.1>134.0 for pioglitazone, m/z 373.1>150.0 for hydroxypioglitazone, and m/z 371.0>148.0 for ketopioglitazone. A linear standard curve was established for the range of 10-1800ng/mL for all three analytes. Intra-run and inter-run precision and accuracy (relative error) were less than 15%, and the mean extraction recoveries of all analytes were more than 87.8%. The validated method is sensitive and selective and was successfully applied to analyze clinical samples obtained from patients with nonalcoholic fatty liver disease taking pioglitazone.


Chromatography, High Pressure Liquid/methods , Tandem Mass Spectrometry/methods , Thiazolidinediones/blood , Thiazolidinediones/chemistry , Humans , Hypoglycemic Agents/blood , Hypoglycemic Agents/chemistry , Hypoglycemic Agents/therapeutic use , Linear Models , Non-alcoholic Fatty Liver Disease/blood , Non-alcoholic Fatty Liver Disease/drug therapy , Pioglitazone , Reproducibility of Results , Sensitivity and Specificity , Spectrometry, Mass, Electrospray Ionization , Thiazolidinediones/therapeutic use
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