scholarly journals Population Pharmacokinetic/Pharmacogenetic Model for Optimization of Efavirenz Therapy in Caucasian HIV-Infected Patients

2011 ◽  
Vol 55 (11) ◽  
pp. 5314-5324 ◽  
Author(s):  
Almudena Sánchez ◽  
Salvador Cabrera ◽  
Dolores Santos ◽  
M. Paz Valverde ◽  
Aurelio Fuertes ◽  
...  
Keyword(s):  
High Performance ◽  
Plasma Concentrations ◽  
Compartment Model ◽  
Population Pharmacokinetic ◽  
Nucleotide Polymorphisms ◽  
Mixed Effect ◽  
Factors Affecting ◽  
Nonlinear Mixed Effect ◽  
Study Population ◽  
Major Factors

ABSTRACTDespite extensive clinical experience with efavirenz (EFV), unpredictable interindividual variabilities in efficacy and toxicity remain important limitations associated with the use of this antiretroviral. The purpose of this study was to determine the factors affecting EFV pharmacokinetics and to develop a pharmacokinetic/pharmacogenetic (PK/PG) model in a Caucasian population of HIV-infected patients. In total, 869 EFV plasma concentrations from 128 HIV-infected patients treated with EFV were quantitatively assessed using a validated high-performance liquid chromatography technique. All patients were genotyped for 90 single nucleotide polymorphisms (SNPs) in genes coding for proteins involved in the metabolism and transport of EFV, using a MassArray platform provided by Sequenom. The influence of these polymorphisms on EFV pharmacokinetics and the effects of demographic, clinical, biochemical, lifestyle, and concurrent drug covariates were evaluated. Plasma concentrations were fitted by a one-compartment model, with first-order absorption and elimination using nonlinear mixed-effect modeling (NONMEM program). The CYP2B6*6 allele, multidrug resistance-associated protein 4 (MRP4) 1497C→T, and gamma-glutamyltranspeptidase (GGT) were identified as major factors influencing the apparent EFV oral clearance (CL/F), reducing the initial interindividual variability by 54.8%, according to the model CL/F = (12.2 − 0.00279·GGT)·0.602CYP2B6*6 [G/T]·0.354CYP2B6*6 [T/T]·0.793MRP4 1497C→T, where CYP2B6*6 [G/T], CYP2B6*6 [T/T], and MRP4 1497C→T take values of 0 or 1 to indicate the absence or presence of polymorphisms. The detailed genetic analysis conducted in this study identified two of 90 SNPs that significantly impacted CL/F, which might indicate that the remaining SNPs analyzed do not influence this PK parameter, at least in Caucasian populations with characteristics similar to those of our study population.

scholarly journals Pharmacokinetic Modelling to Predict FVIII:C Response to Desmopressin and Its Reproducibility in Nonsevere Haemophilia A Patients

2018 ◽  
Vol 47 (04) ◽  
pp. 621-629 ◽  
Author(s):  
Lisette Schütte ◽  
Reinier van Hest ◽  
Sara Stoof ◽  
Frank Leebeek ◽  
Marjon Cnossen ◽  
...  
Keyword(s):  
Compartment Model ◽  
Volume Of Distribution ◽  
Time Profile ◽  
Small Subset ◽  
Population Pharmacokinetic ◽  
Haemophilia A ◽  
Mixed Effect ◽  
Large Variability ◽  
Nonlinear Mixed Effect ◽  
Two Compartment Model

Background Nonsevere haemophilia A (HA) patients can be treated with desmopressin. Response of factor VIII activity (FVIII:C) differs between patients and is difficult to predict. Objectives Our aims were to describe FVIII:C response after desmopressin and its reproducibility by population pharmacokinetic (PK) modelling. Patients and Methods Retrospective data of 128 nonsevere HA patients (age 7–75 years) receiving an intravenous or intranasal dose of desmopressin were used. PK modelling of FVIII:C was performed by nonlinear mixed effect modelling. Reproducibility of FVIII:C response was defined as less than 25% difference in peak FVIII:C between administrations. Results A total of 623 FVIII:C measurements from 142 desmopressin administrations were available; 14 patients had received two administrations at different occasions. The FVIII:C time profile was best described by a two-compartment model with first-order absorption and elimination. Interindividual variability of the estimated baseline FVIII:C, central volume of distribution and clearance were 37, 43 and 50%, respectively. The most recently measured FVIII:C (FVIII-recent) was significantly associated with FVIII:C response to desmopressin (p < 0.001). Desmopressin administration resulted in an absolute FVIII:C increase of 0.47 IU/mL (median, interquartile range: 0.32–0.65 IU/mL, n = 142). FVIII:C response was reproducible in 6 out of 14 patients receiving two desmopressin administrations. Conclusion FVIII:C response to desmopressin in nonsevere HA patients was adequately described by a population PK model. Large variability in FVIII:C response was observed, which could only partially be explained by FVIII-recent. FVIII:C response was not reproducible in a small subset of patients. Therefore, monitoring FVIII:C around surgeries or bleeding might be considered. Research is needed to study this further.

scholarly journals Pharmacokinetics of Chloroquine and Monodesethylchloroquine in Pregnancy

2010 ◽  
Vol 54 (3) ◽  
pp. 1186-1192 ◽  
Author(s):  
Harin A. Karunajeewa ◽  
Sam Salman ◽  
Ivo Mueller ◽  
Francisca Baiwog ◽  
Servina Gomorrai ◽  
...  
Keyword(s):  
High Performance ◽  
Plasma Concentrations ◽  
Population Pharmacokinetic ◽  
Presumptive Treatment ◽  
Time Curve ◽  
Population Pharmacokinetic Modeling ◽  
Elimination Half ◽  
Intermittent Presumptive Treatment ◽  
Papua New Guinean ◽  
In Pregnancy

ABSTRACT In order to determine the pharmacokinetic disposition of chloroquine (CQ) and its active metabolite, desethylchloroquine (DECQ), when administered as intermittent presumptive treatment in pregnancy (IPTp) for malaria, 30 Papua New Guinean women in the second or third trimester of pregnancy and 30 age-matched nonpregnant women were administered three daily doses of 450 mg CQ (8.5 mg/kg of body weight/day) in addition to a single dose of sulfadoxine-pyrimethamine. For all women, blood was taken at baseline; at 1, 2, 4, 6, 12, 18, 24, 30, 48, and 72 h posttreatment; and at 7, 10, 14, 28, and 42 days posttreatment. Plasma was subsequently assayed for CQ and DECQ by high-performance liquid chromatography, and population pharmacokinetic modeling was performed. Pregnant subjects had significantly lower area under the plasma concentration-time curve for both CQ (35,750 versus 47,892 μg·h/liter, P < 0.001) and DECQ (23,073 versus 41,584 μg·h/liter, P < 0.001), reflecting significant differences in elimination half-lives and in volumes of distribution and clearances relative to bioavailability. Reduced plasma concentrations of both CQ and DECQ could compromise both curative efficacy and posttreatment prophylactic properties in pregnant patients. Higher IPTp CQ doses may be desirable but could increase the risk of adverse hemodynamic effects.

scholarly journals Pharmacokinetics of intravenous sildenafil in children with palliated single ventricle heart defects: effect of elevated hepatic pressures

2015 ◽  
Vol 26 (2) ◽  
pp. 354-362 ◽  
Author(s):  
Kevin D. Hill ◽  
Mario R. Sampson ◽  
Jennifer S. Li ◽  
Robert D. Tunks ◽  
Scott R. Schulman ◽  
...  
Keyword(s):  
Drug Exposure ◽  
Structural Model ◽  
Single Ventricle ◽  
Heart Defects ◽  
Model Development ◽  
Area Under The Curve ◽  
Compartment Model ◽  
Population Pharmacokinetic ◽  
Mixed Effect ◽  
The Impact

AbstractAimsSildenafil is frequently prescribed to children with single ventricle heart defects. These children have unique hepatic physiology with elevated hepatic pressures, which may alter drug pharmacokinetics. We sought to determine the impact of hepatic pressure on sildenafil pharmacokinetics in children with single ventricle heart defects.MethodsA population pharmacokinetic model was developed using data from 20 single ventricle children receiving single-dose intravenous sildenafil during cardiac catheterisation. Non-linear mixed effect modelling was used for model development, and covariate effects were evaluated based on estimated precision and clinical significance.ResultsThe analysis included a median (range) of 4 (2–5) pharmacokinetic samples per child. The final structural model was a two-compartment model for sildenafil with a one-compartment model for des-methyl-sildenafil (active metabolite), with assumed 100% sildenafil to des-methyl-sildenafil conversion. Sildenafil clearance was unaffected by hepatic pressure (clearance=0.62 L/hour/kg); however, clearance of des-methyl-sildenafil (1.94×(hepatic pressure/9)−1.33 L/hour/kg) was predicted to decrease ~7-fold as hepatic pressure increased from 4 to 18 mmHg. Predicted drug exposure was increased by ~1.5-fold in subjects with hepatic pressures ⩾10 versus <10 mmHg (median area under the curve=533 versus 792 µg*h/L).DiscussionElevated hepatic pressure delays clearance of the sildenafil metabolite – des-methyl-sildenafil – and increases drug exposure. We speculate that this results from impaired biliary clearance. Hepatic pressure should be considered when prescribing sildenafil to children. These data demonstrate the importance of pharmacokinetic assessments in patients with unique cardiovascular physiology that may affect drug metabolism.

Association analysis of polymorphisms in genes related to sunitinib pharmacokinetics.

2013 ◽  
Vol 31 (15_suppl) ◽  
pp. 4580-4580
Author(s):  
Meta Diekstra ◽  
Heinz Josef Klümpen ◽  
Martijn P. J. K. Lolkema ◽  
Huixin Yu ◽  
Jacqueline S.L. Kloth ◽  
...  
Keyword(s):  
Drug Exposure ◽  
Plasma Concentrations ◽  
Significant Snps ◽  
Population Pharmacokinetic ◽  
Nucleotide Polymorphisms ◽  
Replication Studies ◽  
Significance Threshold ◽  
Potential Association ◽  
Individual Snps ◽  
Genes Encoding

4580 Background: Sunitinib is approved as systemic therapy for mRCC, GIST and pNET. Interpatient variability in the pharmacokinetics (PK) of sunitinib is high, which may have serious consequences for efficacy and toxicity of the drug. The objective of this study was to evaluate whether polymorphisms in candidate genes involved in sunitinib metabolism are related to the PK of sunitinib and its active metabolite SU12662. Methods: In this multicenter study, steady state sunitinib plasma concentrations and genotypes were prospectively obtained from 115 patients. Single nucleotide polymorphisms (SNPs) and haplotypes in 8 genes encoding CYP1A1, CYP3A4, CYP3A5, ABCB1, ABCG2, NR1I2, NR1I3, and PORwere evaluated as covariates in a population pharmacokinetic model describing both sunitinib and SU12662 PK using NONMEM. First, candidate genotypes/haplotypes were individually tested for a potential association with sunitinib or SU12662 clearance. Next, potential significant SNPs (p<0.05) were simultaneously included in a multivariate model and tested by backward elimination with a significance threshold of p<0.0005. Results: Four out of 37 screened genotypes (from 14 different SNPs) were related to sunitinib clearance (CYP3A4*22 CC and CT, CYP3A5*3 GG, and ABCB1 (2677 TT)). CYP3A5*3 AG genotype was associated with clearance of SU12662. In the multivariate analysis, none of the SNPs reached the predefined significance threshold of p<0.0005. Nevertheless, CYP3A4*22T allele carriers showed a 22.5% decreased clearance of sunitinib (p<0.01). Conclusions: Our data suggest that individual SNPs or haplotypes in CYP1A1, CYP3A4, CYP3A5, ABCB1, ABCG2, NR1I2, NR1I3 and POR are not clearly associated with sunitinib or SU12662 clearance. Several (environmental) factors may also influence the PK of sunitinib. Interestingly, the recently identified CYP3A4*22 SNP potentially has an impact on drug exposure. Replication studies in larger groups of patients are needed to verify the role of CYP3A4*22 for sunitinib clearance.

scholarly journals Fluconazole Population Pharmacokinetics and Dosing for Prevention and Treatment of Invasive Candidiasis in Children Supported with Extracorporeal Membrane Oxygenation

2015 ◽  
Vol 59 (7) ◽  
pp. 3935-3943 ◽  
Author(s):  
Kevin M. Watt ◽  
Daniel Gonzalez ◽  
Daniel K. Benjamin ◽  
Kim L. R. Brouwer ◽  
Kelly C. Wade ◽  
...  
Keyword(s):  
Extracorporeal Membrane Oxygenation ◽  
Compartment Model ◽  
Volume Of Distribution ◽  
Mixed Effect ◽  
Final Model ◽  
Content Type ◽  
Membrane Oxygenation ◽  
Nonlinear Mixed Effect ◽  
Nonlinear Mixed Effect Modeling ◽  
Drug Pharmacokinetics

ABSTRACTCandidainfections are a leading cause of infectious disease-related death in children supported by extracorporeal membrane oxygenation (ECMO). The ECMO circuit can alter drug pharmacokinetics (PK); thus, standard fluconazole dosing may result in suboptimal drug exposures. The objective of our study was to determine the PK of fluconazole in children on ECMO. Forty children with 367 PK samples were included in the analysis. The PK data were analyzed using nonlinear mixed-effect modeling (NONMEM). A one-compartment model best described the data. Weight was included in the base model for clearance (CL) and volume of distribution (V). The final model included the effect of serum creatinine (SCR) level on CL and the effect of ECMO onVas follows: CL (in liters per hour) = 0.019 × weight × (SCR/0.4)−0.29× exp(ηCL) andV(in liters) = 0.93 × weight × 1.4ECMO× exp(ηV). The fluconazoleVwas increased in children supported by ECMO. Consequently, children on ECMO require a higher fluconazole loading dose for prophylaxis (12 mg/kg of body weight) and treatment (35 mg/kg) paired with standard maintenance doses to achieve exposures similar to those of children not on ECMO.

scholarly journals Pharmacokinetic Properties of Sulfadoxine-Pyrimethamine in Pregnant Women

2009 ◽  
Vol 53 (10) ◽  
pp. 4368-4376 ◽  
Author(s):  
Harin A. Karunajeewa ◽  
Sam Salman ◽  
Ivo Mueller ◽  
Francisca Baiwog ◽  
Servina Gomorrai ◽  
...  
Keyword(s):  
High Performance ◽  
Plasma Concentrations ◽  
Population Pharmacokinetic ◽  
Third Trimester ◽  
Presumptive Treatment ◽  
Time Curve ◽  
Population Pharmacokinetic Modeling ◽  
Pharmacokinetic Properties ◽  
Intermittent Presumptive Treatment ◽  
Papua New Guinean

ABSTRACT To determine the pharmacokinetic disposition of sulfadoxine (SDOX) and pyrimethamine (PYR) when administered as intermittent presumptive treatment during pregnancy (IPTp) for malaria, 30 Papua New Guinean women in the second or third trimester of pregnancy and 30 age-matched nonpregnant women were given a single dose of 1,500 mg of SDOX plus 75 mg of pyrimethamine PYR. Blood was taken at baseline and 1, 2, 4, 6, 12, 18, 24, 30, 48, and 72 h and at 7, 10, 14, 28, and 42 days posttreatment in all women. Plasma samples were assayed for SDOX, N-acetylsulfadoxine (NASDOX), and PYR by high-performance liquid chromatography. Population pharmacokinetic modeling was performed using NONMEM v6.2.0. Separate user-defined mamillary models were fitted to SDOX/NASDOX and PYR. When the covariate pregnancy was applied to clearance, there was a significant improvement in the base model for both treatments. Pregnancy was associated with a significantly lower area under the concentration-time curve from 0 to ∞ for SDOX (22,315 versus 33,284 mg·h/liter), NASDOX (801 versus 1,590 mg·h/liter), and PYR (72,115 versus 106,065 μg·h/liter; P < 0.001 in each case). Because lower plasma concentrations of SDOX and PYR could compromise both curative efficacy and posttreatment prophylaxis in pregnant patients, IPTp regimens incorporating higher mg/kg doses than those recommended for nonpregnant patients should be considered.

scholarly journals The influence of CYP2C8*3 on carbamazepine serum concentration in epileptic pediatric patients

2016 ◽  
Vol 19 (1) ◽  
pp. 21-28 ◽  
Author(s):  
DD Milovanovic ◽  
JR Milovanovic ◽  
M Radovanovic ◽  
I Radosavljevic ◽  
S Obradovic ◽  
...  
Keyword(s):  
Serum Concentration ◽  
High Performance ◽  
Dose Adjustment ◽  
Pediatric Patients ◽  
Plasma Concentrations ◽  
Clinical Importance ◽  
Population Pharmacokinetic Analysis ◽  
Pharmacokinetic Analysis ◽  
Population Pharmacokinetic ◽  
Allele Specific

AbstractThe aim of the present study was to investigate the distribution of CYP2C8 variants *3 and *5, as well as their effect on carbamazepine pharmacokinetic properties, in 40 epileptic pediatric patients on carbamazepine treatment. Genotyping was conducted using polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP), and allele-specific (AS)-PCR methods, and steady-state carbamazepine plasma concentrations were determined by high performance liquid chromatography (HPLC). The CYP2C8 *3 and *5 polymorphisms were found at frequencies of 17.5 and 0.0%, respectively. After dose adjustment, there was a difference in daily dose in CYP2C8*3 carriers compared to non carriers [mean ± standard deviation (SD): 14.19 ± 5.39 vs. 15.46 ± 4.35 mg/kg; p = 0.5]. Dose-normalized serum concentration of carbamazepine was higher in CYP2C8*3 (mean ± SD: 0.54 ± 0.18 vs. 0.43 ± 0.11 mg/mL, p = 0.04), and the observed correlation between weight-adjusted carbamazepine dose and carbamazepine concentration after dose adjustment was significant only in CYP2C8*3 non carriers (r = 0.52, p = 0.002). However, the population pharmacokinetic analysis failed to demonstrate any significant effect of CYP2C8 *3 polymorphism on carbamazepine clearance [CL L/h = 0.215 + 0.0696*SEX+ 0.000183*DD]. The results indicated that the CYP2C8*3 polymorphism might not be of clinical importance for epilepsy treatment in pediatric populations.

scholarly journals Prediction of steady-state plasma concentrations of olanzapine in Chinese Han in patients based on a retrospective population pharmacokinetic model

2021 ◽  
Vol 20 (11) ◽  
pp. 2433-2441
Author(s):  
Xiaoyue Wang ◽  
Yong Han ◽  
Hong Zhou ◽  
Bin Cao ◽  
Miaomiao Zhu ◽  
...  
Keyword(s):  
Steady State ◽  
Smoking Status ◽  
Mental Health Center ◽  
Plasma Concentrations ◽  
Visual Predictive Check ◽  
Apparent Volume ◽  
Population Pharmacokinetic ◽  
Chinese Han ◽  
Mixed Effect ◽  
State Plasma

Purpose: To develop robust methods of establishing a population pharmacokinetics (Pop-PK) model of olanzapine, using existing hospital in-patient information, in order to predict the steady-state plasma concentration of olanzapine tablets in Chinese Han inpatients, thus providing guidance for individualized therapy for mental disorders.Methods: A retrospective study analyzing and predicting the steady-state plasma olanzapineconcentration was performed using nonlinear mixed-effect modeling (Phoenix® NLME8). The effects of ten potential covariates, including age, gender, Body Mass Index, fasting lipid, family history, alcohol and smoking status in 107 Chinese Han patients with steady-state plasma olanzapine concentration were collected from the hospital information system (HIS) in Wuhan Mental Health Center from Feb 2017 to Jul 2019.Results: The final model was validated using bootstrap and visual predictive check (VPC) and was found to fit the one-compartment mixed error model. Smoking status was found to be the only factor affecting olanzapine tablets clearance. The standard Pop-PK parameters apparent volume of distribution (VL/F) and clearance (CL/F) were 223 L and 12.4 Lꞏh-1, respectively.Conclusion: The Pop-PK model for olanzapine established with the data from HIS is effective inpredicting the plasma olanzapine tablets concentration of individual Chinese in-patients. This Pop-PK model approach can now be adapted to optimize other antipsychotic drugs.

scholarly journals Estimation of Pharmacokinetic Parameters of Continuous Intravenous Flucloxacillin infusion in the Outpatient Settings (PKFLUCLOX)

2018 ◽  
Author(s):  
Nilar Lwin ◽  
Zheng Liu ◽  
Mark Loewenthal ◽  
Pauline Dobson ◽  
Ji Woong Yoo ◽  
...  
Keyword(s):  
Steady State ◽  
Continuous Infusion ◽  
Time Course ◽  
Plasma Concentrations ◽  
Compartment Model ◽  
Pharmacokinetic Analysis ◽  
Pharmacokinetic Parameters ◽  
Population Pharmacokinetic ◽  
Device Removal ◽  
Standard Dosage

Flucloxacillin, a beta-lactam antibiotic of the penicillin class, is considered first line therapy for methicillin sensitive Staphylococcus aureus (MSSA) in Australia. At our tertiary referral hospital in the home (HITH) program, it has been prescribed in a standard dosage of 8 grams per day by continuous infusion for more than 20 years. The aim of this observational study was to characterize the pharmacokinetic profile of flucloxacillin in patients who receive continuous infusion in the HITH setting, and to undertake population pharmacokinetic analysis performed with NONMEM software by comparing various structural models. This study utilised flucloxacillin concentrations from 44 separate specimens obtained from 23 patients. Twenty-five of these were collected immediately after elastomeric device removal, representing steady-state concentrations, and the remaining 19 were each collected at least 45 minutes after device removal to determine clearance of the drug. Plasma concentrations ranged from 13 to 194 mg/L with median steady-state concentration of 51.5 mg/L and inter-quartile range of 24.6 mg/L. The time-course of flucloxacillin was best described by a 1-compartment model. The best three covariates, CrCL (ΔOFV= -11.7), eGFR (ΔOFV= -5.9) and serum albumin (ΔOFV= -5.8) were found to be equivalent in terms of decreasing the OFV. CrCL was superior in explaining inter individual variability. The best model for flucloxacillin clearance was a one compartment model with CrCL as the sole covariate. The estimated population parameters were 9.5 L for volume of distribution and 8.1 L/h for flucloxacillin clearance.

scholarly journals Pharmacokinetics of Tedizolid in Plasma and Sputum of Adults with Cystic Fibrosis

2018 ◽  
Vol 62 (9) ◽  
Author(s):  
A young J. Park ◽  
Joshua Wang ◽  
Jordanna Jayne ◽  
Lynn Fukushima ◽  
Adupa P. Rao ◽  
...  
Keyword(s):  
Cystic Fibrosis ◽  
Dosage Form ◽  
Plasma Concentrations ◽  
Compartment Model ◽  
Pharmacokinetic Analysis ◽  
Population Pharmacokinetic ◽  
Published Data ◽  
Total Clearance ◽  
Content Type ◽  
Complicated Skin

ABSTRACT Over the past decade, the prevalence of infections involving methicillin-resistant Staphylococcus aureus (MRSA) in patients with cystic fibrosis (CF) has increased significantly. Tedizolid (TZD) demonstrates excellent activity against MRSA and a favorable safety profile. The pharmacokinetics of several antibiotics have been shown to be altered in CF patients. The purpose of this study was to characterize the pharmacokinetics of tedizolid in this population. Eleven patients with CF were randomized to receive tedizolid phosphate at 200 mg orally or intravenously once daily for 3 doses with a minimum 2-day washout, followed by crossover to the remaining dosage form. Plasma and expectorated sputum were collected following the third dose of each dosage form for analysis. Population pharmacokinetic analysis was performed using the maximum likelihood expectation maximization method, and the disposition of TZD was described by a two-compartment model. The sputum concentrations exceeded the unbound plasma concentrations with an estimated mean sputum-to-unbound plasma penetration ratio of 2.88 (coefficient of variation, 50.3%). The estimated population mean ± standard deviation of total clearance, central volume of distribution, and bioavailability were 9.72 ± 1.62 liters/h, 61.6 ± 6.94 liters, and 1.04 ± 0.232, respectively. The total clearance was higher in CF patients than in healthy volunteers; however, it was similar to published data for patients with complicated skin and skin structure infections (cSSSIs). This study demonstrates that the oral bioavailability of tedizolid is excellent in patients with CF and that the plasma pharmacokinetics are similar to those reported for patients with cSSSIs.

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