Validation of Population Pharmacokinetic Models for Clozapine Dosage Prediction.

BACKGROUND: Clozapine is unique in its capacity to ameliorate severe schizophrenia but at high risk of toxicity. A relationship between blood concentration and clinical response and evidence for concentration-response relationships to some adverse effects justify therapeutic drug monitoring of clozapine. However, the relationship between drug dose and blood concentration is quite variable. This variability is, in part, due to inductive and inhibitory interactions varying the activity of cytochrome P450 1A2 (CYP1A2), the principal pathway for clozapine elimination. Several population pharmacokinetic models have been presented to facilitate dose selection and to identify poor adherence in individual patients. These models have faced little testing for validity in independent populations or even for persisting validity in the source population. METHODS: Therefore, we collected a large population of clozapine-treated patients (127 patients, 1048 timed plasma concentrations) in whom dosing and covariate information could be obtained with high certainty. A population pharmacokinetic model was constructed with data collected in the first 6 weeks from study enrolment (448 plasma concentrations), to estimate covariate influences and to allow alignment with previously published models. The model was tested for its performance in predicting the concentrations observed at later time intervals up to 5 years. The predictive performances of 6 published clozapine population models were then assessed in the entire population. RESULTS: The population pharmacokinetic model based on the first 6 weeks identified significant influences of sex, smoking, and cotreatment with fluvoxamine on clozapine clearance. The model built from the first 6 weeks had acceptable predictive performance in the same patient population up to the first 26 weeks using individual parameters, with a median predictive error (PE) of -0.1% to -15.9% and median absolute PE of 22.9%-27.1%. Predictive performance fell progressively with time after 26 weeks. Bayesian addition of plasma concentration observations within each prediction period improved individual predictions. Three additional observations extended acceptable predictive performance into the second 6 months of therapy. When the published models were tested with the entire data set, median PE ranged from -8% to +35% with a median absolute PE of >39% in all models. Thus, none of the tested models was successful in external validation. Bayesian addition of single patient observations improved individual predictions from all models but still without achieving acceptable performances. CONCLUSIONS: We conclude that the relationship between covariates and blood clozapine concentrations differs between populations and that relationships are not stable over time within a population. Current population models for clozapine are not capturing influential covariates.

Two-Photon Polymerization: Fundamentals, Materials, and Chemical Modification Strategies.

Two-photon polymerization (TPP) has become a premier state-of-the-art method for microscale fabrication of bespoke polymeric devices and surfaces. With applications ranging from the production of optical, drug delivery, tissue engineering, and microfluidic devices, TPP has grown immensely in the past two decades. Significantly, the field has expanded from standard acrylate- and epoxy-based photoresists to custom formulated monomers designed to change the hydrophilicity, surface chemistry, mechanical properties, and more of the resulting structures. This review explains the essentials of TPP, from its initial conception through to standard operating principles and advanced chemical modification strategies for TPP materials. At the outset, the fundamental chemistries of radical and cationic polymerization are described, along with strategies used to tailor mechanical and functional properties. This review then describes TPP systems and introduces an array of commonly used photoresists including hard polyacrylic resins, soft hydrogel acrylic esters, epoxides, and organic/inorganic hybrid materials. Specific examples of each class-including chemically modified photoresists-are described to inform the understanding of their applications to the fields of tissue-engineering scaffolds, micromedical, optical, and drug delivery devices.

Hematocrit Correction of Whole Blood Phosphatidylethanol Concentrations to Estimate Erythrocyte PEth Concentrations: Sensitivity, Specificity and Influence on Test Utility.

Phosphatidylethanol (PEth) forms in erythrocyte membranes after alcohol consumption, offering a persisting biomarker, that is measurable in whole blood, washed erythrocytes and dried blood spots. For a predominantly erythrocyte-restricted analyte, erythrocyte concentrations seem to have most validity in patients who are anemic through alcoholism or other pathologies, despite preparation increasing assay complexity. Differences in specimen preparation alter PEth concentrations for the same patient, meaning that criteria for interpreting PEth results should relate to specimen type, presenting a barrier to achieving harmonization. We therefore tested whether erythrocyte PEth might be validly calculated by hematocrit correction of a whole blood PEth measurement. PEth testing primarily serves to distinguish drinkers from non-drinkers. In choosing between specimen types, it is important to compare their utility in separating those two groups. We therefore processed 281 blood samples from 17 non-drinkers and 61 drinkers, to prepare matched whole blood and washed erythrocyte specimens. These were assayed by liquid chromatography-tandem mass spectrometry and compared in identifying alcohol consumption. The erythrocyte PEth concentration in the whole blood specimens was also calculated by correcting whole blood concentration by the specimen's hematocrit, as an alternative to prepare washed erythrocytes. The hematocrit-corrected erythrocyte concentrations were included in these comparisons. Predictably, this work found that sensitivity was consistently better at the lower cut-off of 8 µg/L than at 20 µg/L. Sensitivities were also higher for washed erythrocytes than whole blood, explained by the lower erythrocyte mass in the same volume of whole blood. Hematocrit-corrected whole blood PEth concentrations correlated with erythrocyte concentrations, except for the four highest values, which did not influence comparative sensitivity. Specificity was 100% for washed erythrocytes, whole blood and hematocrit-corrected whole blood at either cut-off because non-drinkers had undetectable PEth. We conclude that hematocrit correction of whole blood PEth concentrations theoretically provides an alternative to the preparation of washed erythrocytes.

Validation of a liquid chromatography tandem mass spectrometry (LC-MS/MS) method for erythrocyte phosphatidylethanol revealing critical considerations for its use as a clinical biomarker.

Erythrocyte membrane-incorporated phosphatidylethanol (PEth) forms only in the presence of ethanol and, once formed, provides a persisting marker for historical alcohol consumption. Relationships between PEth concentration, extent of consumption and time from consumption are under investigation. Threshold values of PEth have been proposed as indicators for any, or for harmful alcohol consumption. Here, we describe an assay for erythrocyte PEth 16:0/18:1 that offers the efficiency needed for routine clinical deployment, in the context of a fully validated methodology. However, we observe that conventional procedures for validating assay methodology are insufficient where the analyte of interest, membrane-incorporated PEth 16:0/18:1, has different physicochemical properties to the soluble PEth 16:0/18:1 and PEth 16:0/18:1-d5 that are used for making calibrator, controls and internal standards. Whereas the internal standard did fully correct for differences in matrix effects and recovery when different extraction solvents were applied to calibrators and controls (in soluble form), it failed to correct for a 1.5-fold difference in the relative efficiency of two solvents, in this case, acetonitrile and isopropanol in extracting PEth from erythrocyte membrane in clinical samples. Differences in the efficiency of the extraction of membrane-bound PEth translate to different results from the same specimen. That can mean that threshold values derived by one methodology cannot be safely generalised to another. That hampers the generalisability of individual laboratory's experience with PEth assay results. Harmonising extraction methodology between laboratories becomes very important where membrane-incorporated PEth itself remains unavailable as an assay standard.

Evaluating the Efficacy, Toxicity and Pharmacokinetic Profile of Oral Busulfan in Allogeneic Stem Cell Transplant Patients.

Background: Oral busulfan and intravenous cyclophosphamide (Bu/Cy) are common myeloablative preparations used in allogeneic hematopoietic stem cell transplantation (HSCT). Herein, we investigated the safety of (Bu/Cy) administration during HSCT. Methods: Patients administered Bu/Cy for allogeneic HSCT at Royal Perth Hospital and Fiona Stanley Hospital between 2007 and 2017 were reviewed for inclusion in the study. We performed busulfan pharmacokinetic (PK) testing for a subset of patients and allometric scaling modeling to assess the best method of busulfan dosing in patients at extremes of weight. Results: Sixty-nine patients were included in the clinical outcome analysis. The median follow-up period was 32 months (range, 9-114 months). The three-year overall survival rate was 62% (95% confidence interval (CI), 51%-75%), and transplant-related mortality was 4% at 6 months (95% CI, 1-7%), with a low rate of sinusoidal obstruction syndrome of the liver being observed. In addition, relapse was 38% (95% CI, 30%-44%) at 3 years. The PK information of 15 patients receiving busulfan was available after oral dosing. The average per-dose busulfan exposure was 1,350 µmol.min/L (range, 878-1,717 µmol.min/L), and the within target range was 1,000-1,500 µmol.min/L in 73% of patients. Of the size measures investigated, ideal and adjusted body weight (ABW40) provided the best fit. No association was observed between busulfan exposure, toxicity, and relapse. Conclusions: Overall, Bu/Cy administration appeared safe when dosed in relation to weight, showing a low early transplant-related mortality rate following adequate busulfan exposure in majority of the cases. Body size measures, such as ideal body weight or ABW40, are likely more suitable for use during busulfan dosing, particularly at high extremes of the body mass index classification.

A rapid, LC-MS/MS assay for quantification of piperacillin and tazobactam in human plasma and pleural fluid; application to a clinical pharmacokinetic study.

Piperacillin, in combination with tazobactam is a common first-line antibiotic used for the treatment of pleural infection, however its pleural pharmacokinetics and penetration has not previously been reported. The objective of this work was to develop and validate a rapid and sensitive liquid chromatography with tandem mass spectrometry (LC-MS/MS) assay for quantification of piperacillin (PIP) and tazobactam (TAZ). PIP and TAZ were extracted from both human plasma and pleural fluid samples by protein precipitation in methanol containing the internal standards (IS) piperacillin-d5 (PIP-d5) and sulbactam (SUL). Briefly, 5 µL of sample was mixed with 125 µL of methanol containing IS, vortexed and centrifuged. Supernatant (50 µL) was diluted into 500 µL of mobile phase containing 10 mM of ammonium bicarbonate in LCMS grade water and transferred to the autosampler tray. Electrospray ionization in positive mode and multiple reaction monitoring (MRM) were used for PIP and PIP-d5 at the transitions m/z 518.2 → 143.2 and m/z 523.2 → 148.2 respectively, and electrospray ionization in negative mode and MRM were used for TAZ and SUL at the transitions m/z 299.1 → 138.1 and m/z 232.4 → 140.1. The chromatographic separation was achieved using an Acquity BEH C-18 column with gradient elution of mobile phase containing 10 mmol/L ammonium bicarbonate in water and methanol. A linear range was observed over the concentration range of 0.25-352 mg/L and 0.25-50.5 mg/L for PIP and TAZ respectively. Complete method validation was performed according to US FDA guidelines for selectivity, specificity, precision and accuracy, LLOQ, matrix effects, recovery and stability, with all results within acceptable limits. This method was successfully applied to two patients with pleural infection and is suitable for further pharmacokinetic studies and therapeutic drug monitoring.

Development of a population pharmacokinetic model for parecoxib and its active metabolite valdecoxib after parenteral parecoxib administration in children.

BACKGROUND: Parecoxib is a cyclooxygenase-2 selective inhibitor used in management of postoperative pain in adults. This study aimed to provide pediatric pharmacokinetic information for parecoxib and its active metabolite valdecoxib. METHODS: Thirty-eight children undergoing surgery received parecoxib (1 mg/kg IV to a maximum of 40 mg) at induction of anesthesia, and plasma samples were collected for drug measurement. Population pharmacokinetic parameters were estimated using nonlinear mixed effects modeling. Area under the valdecoxib concentration-time curve and time above cyclooxygenase-2 in vitro 50% inhibitory concentration for free valdecoxib were simulated. RESULTS: A three-compartment model best represented parecoxib disposition, whereas one compartment was adequate for valdecoxib. Age was linearly correlated with parecoxib clearance (5.0% increase/yr). There was a sigmoid relationship between age and both valdecoxib clearance and distribution volume. Time to 50% maturation was 87 weeks postmenstrual age for both. In simulations using allometric-based doses the 90% prediction interval of valdecoxib concentration-time curve in children 2-12.7 yr included the mean for adults given 40 mg parecoxib IV. Simulated free valdecoxib plasma concentration remained above the in vitro 50% inhibitory concentrations for more than 12 h. In children younger than 2 yr, a dose reduction is likely required due to ongoing metabolic maturation. CONCLUSIONS: The final pharmacokinetic model gave a robust representation of parecoxib and valdecoxib disposition. Area under the valdecoxib concentration-time curve was similar to that in adults (40 mg), and simulated free valdecoxib concentration was above the cyclooxygenase-2 in vitro 50% inhibitory concentration for free valdecoxib for at least 12 h.

Transfer of parecoxib and its primary active metabolite valdecoxib via transitional breastmilk following intravenous parecoxib use after cesarean delivery: a comparison of naive pooled data analysis and nonlinear mixed-effects modeling.

BACKGROUND: Multimodal analgesia, including nonopioid analgesics, is usually used for several days after cesarean delivery. Because the breastfed infant receives transitional milk during this same period, it is important to know how much of a maternal analgesic drug is received by the infant. We designed this study to estimate infant exposure to parecoxib and its active metabolite valdecoxib (a cyclooxygenase-2 inhibitor) after a single IV maternal dose of parecoxib after cesarean delivery. METHODS: Forty women and their infants participated in the study. Parecoxib (40 mg) was administered IV at a mean of 41 hours after birth. Milk (4 samples) and plasma (1 sample) were collected from the women over the subsequent 24 hours and drug content was measured by liquid chromatography-tandem mass spectrometry. The infants were assessed the day after parecoxib dosing. Absolute (AID) and relative infant doses (RID) of both parecoxib and valdecoxib through milk were estimated by standard methods using the naïve pooled datasets, and where possible milk/plasma (M/P) concentration ratios were calculated. Nonlinear mixed-effects modeling was also used to fit the valdecoxib milk and plasma datasets to a compartmental model and to predict M/P, AID, and RID. RESULTS: M/P ratios (median [interquartile range; IQR]) were 0.5 (0.15 to 1.15) for parecoxib and 0.14 (0.11 to 0.18) for valdecoxib. Using the naïve pooled datasets, AID (drug concentration in milk×daily milk intake/kg) was 0.24 (0.05 to 1.85) µg/kg/day for parecoxib, and 1.82 (1.12 to 2.73) µg/kg/day, for valdecoxib. RID was 0.04 (0.01 to 0.43) % of the weight-adjusted maternal dose (one dose in 24 hours) for parecoxib and 0.47 (0.29 to 0.69) % for valdecoxib (as parecoxib equivalents). Compartmental modeling of valdecoxib alone produced a mean (interindividual variability) M/P of 0.149 (26%), median (IQR) AID of 1.47 (0.96 to 2.03) µg/kg/day, and median (IQR) RID of 0.39 (0.28 to 0.47) %. Neonatal neurologic and adaptive capacity scores (mean=34, 95% CI 33 to 35) were consistent with a normal expected score of 35. CONCLUSIONS: Both the naïve pooling of data and the modeling analyses gave similar results. The RID of both parecoxib and valdecoxib was low. We conclude that a single 40 mg IV dose of the cyclooxygenase-2 inhibitor parecoxib administered to lactating women after cesarean delivery is unlikely to cause adverse effects in breastfed infants.

MexTAg mice exposed to asbestos develop cancer that faithfully replicates key features of the pathogenesis of human mesothelioma.

Animal models provide an important tool for investigating the biology of cancer and for testing the efficacy of novel treatments. Here we describe several aspects of the transgenic MexTAg mouse that develops asbestos-induced mesothelioma. Targeted expression of the TAg transgene causes mesothelioma to develop more rapidly after asbestos exposure in wild-type mice with 100% incidence compared to 30% incidence in wild-type mice. MexTAg mice do not develop spontaneous mesothelioma and exhibit a very low incidence of other tumours. Here we show that TAg does not affect the aggressiveness or rate of progression of the mesotheliomas, suggesting that the oncogene alters only the rate at which disease is initiated. The instillation of an alternative inflammatory agent, thioglycollate, did not induce mesotheliomas, demonstrating acute inflammation is not sufficient for tumour development in MexTAg mice. We found that neither the age of a mouse at the time of exposure nor its gender were prognostic factors. MexTAg mice with mesotheliomas respond to treatment with a cytotoxic drug in a similar way to that of patients with mesothelioma, demonstrating the validity of the model. We also show that long-term treatment with a COX-2 inhibitor prior to the development of disease does not have a survival benefit, suggesting that this is not a useful cancer prevention therapy for asbestos-exposed individuals. The model is robust and suitable for testing a wide variety of protocols and a range of translational studies.

Therapeutic drug monitoring for busulfan in plasma during conditioning chemotherapy for autologous stem cell transplantation in relapsed primary cerebral lymphoma.

Therapeutic drug monitoring for busulfan in plasma during conditioning chemotherapy for autologous stem cell transplantation in relapsed primary cerebral lymphoma has not previously been reported. This case involved a 49-year-old man with relapsed primary cerebral lymphoma who received busulfan (8 mg/kg total dose; 2.67 mg/kg as a 3-hour IV infusion each of days -6 through -4) as part of a multiagent chemotherapy conditioning regimen. Multiple plasma samples were collected for all 3 doses and busulfan was quantified by liquid chromatography tandem mass spectrometry. A 1-compartment model was individually fitted to the concentration-time data for each dose. Clearance decreased across the 3 days of treatment (4.84, 4.06, and 3.04 mL/min/kg, respectively), whereas at the same times half-life increased (2.64, 3.18, and 4.17 hours, respectively), as did area under the plasma concentration-time curve0-infinity (9170, 10,900, and 14,600 microg h/L, respectively). Volume of distribution was similar across this time (1-1.1 L/kg). Indices of both renal and hepatic function did not indicate any significant diminution in likely clearance capacity for busulfan. There was also no compelling evidence for drug interactions that could decrease clearance. We conclude that therapeutic drug monitoring should be recommended for future cases of this rare disease, with a view to developing a target-concentration intervention strategy and improving outcomes.

Pharmacokinetic properties of azithromycin in pregnancy.

Azithromycin (AZI) is an azalide antibiotic with antimalarial activity that is considered safe in pregnancy. To assess its pharmacokinetic properties when administered as intermittent preventive treatment in pregnancy (IPTp), two 2-g doses were given 24 h apart to 31 pregnant and 29 age-matched nonpregnant Papua New Guinean women. All subjects also received single-dose sulfadoxine-pyrimethamine (SP) (1,500 mg or 75 mg) or chloroquine (450-mg base daily for 3 days). Blood samples were taken at 0, 1, 2, 3, 6, 12, 24, 32, 40, 48, and 72 h and on days 4, 5, 7, 10, and 14 for AZI assay by ultra-high-performance liquid chromatography-tandem mass spectrometry. The treatments were well tolerated. Using population pharmacokinetic modeling, a three-compartment model with zero-order followed by first-order absorption and no lag time provided the best fit. The areas under the plasma concentration-time curve (AUC(0-infinity)) (28.7 and 31.8 mg.h liter(-1) for pregnant and nonpregnant subjects, respectively) were consistent with the results of previous studies, but the estimated terminal elimination half-lives (78 and 77 h, respectively) were generally longer. The only significant relationship for a range of potential covariates, including malarial parasitemia, was with pregnancy, which accounted for an 86% increase in the volume of distribution of the central compartment relative to bioavailability without a significant change in the AUC(0-infinity). These data suggest that AZI can be combined with compounds with longer half-lives, such as SP, in combination IPTp without the need for dose adjustment.

Prospective study of 101 patients with suspected drink spiking.

OBJECTIVE: To evaluate cases of suspected drink spiking presenting to the ED by the prospective collection of standardized relevant historical, clinical and laboratory data. METHODS: A prospective observational study of 101 patients presenting to metropolitan hospital ED with suspected drink spiking within the previous 12 h. Clinical history, including details surrounding the alleged drink spiking incident, and examination. Blood ethanol concentration measurement, together with the analysis of urine and blood samples for illicit and sedative drugs. RESULTS: Of the 97 alleged drink spiking cases included, there were only 9 plausible cases. We did not identify a single case where a sedative drug was likely to have been illegally placed in a drink in a pub or nightclub. Illicit drugs were detected in 28% of the study group. Ethanol was commonly detected, with the mean number of standard drinks consumed being 7.7 +/- 3.9 SD, and the median blood ethanol concentration at the time of presentation was 0.096% (96 mg/dL). At follow-up there were no major sequelae and no police prosecutions. Thirty five per cent of patients still believed that they had been a victim of drink spiking irrespective of the results. CONCLUSION: Our study did not reflect the current public perception of drink spiking. Drink spiking with sedative or illicit drugs appears to be rare. If drink spiking does occur, ethanol appears to be the most common agent used. Of greater concern was the frequency of illicit drug use and excessive ethanol consumption within the study population, making it difficult to determine whether a person had truly had a drink spiked.

Evaluation of a deuterium-labeled internal standard for the measurement of sirolimus by high-throughput HPLC electrospray ionization tandem mass spectrometry.

BACKGROUND: Matrix effects in HPLC-electrospray ionization-tandem mass spectrometry (HPLC-ESI-MS/MS)1 can cause differences in the ionization of an internal standard (IS) compared with the analyte of interest. Unless sample cleanup or chromatographic conditions eliminate or minimize ion suppression or enhancement, variability in interpatient matrices may cause erroneous results. A stable isotope-labeled IS can be used to minimize analytical interpatient variation. METHODS: We used protein precipitation and HPLC-ESI-MS/MS to quantify sirolimus (SIR) with both desmethoxyrapamycin (DMR) and deuterium-labeled sirolimus (SIR-d(3)) as the IS to analyze a range of whole-blood and extraction-matrix samples, and to estimate recovery, matrix effects, process efficiency, and interpatient variation. We also analyzed a series of blood samples from 72 patients taking SIR, including external proficiency-testing samples, with these ISs. RESULTS: The range of interpatient assay imprecision (CV) values for the SIR assay was consistently lower with SIR-d(3) (2.7%-5.7%) than with DMR (7.6%-9.7%). The results obtained with the 2 different ISs for the patient samples showed a linear relationship, but the results were higher with DMR as the IS than with SIR-d(3). CONCLUSIONS: The use of SIR-d(3) as the IS in the high-throughput HPLC-ESI-MS/MS assay of SIR yielded improved results compared with the use of DMR. SIR-d(3) appears to be less affected by differences in the ionization of SIR and its IS caused by the variability of interpatient matrices. The IS-related difference in SIR estimation needs further investigation.