RESUMO
Oxbryta (voxelotor) is a small-molecule inhibitor of sickle hemoglobin (Hb) polymerization approved for patients with sickle cell disease (SCD) aged greater than or equal to 12 years at a dose of 1500 mg once daily (q.d.). Voxelotor binds preferentially to Hb, and voxelotor partitioning into red blood cells is an effective predictor of Hb occupancy. The objectives of these analyses were to develop a population pharmacokinetic (PopPK) model for voxelotor in both plasma and whole blood in adults and adolescents to support the dose selection for optimal target engagement and to identify covariates that have a significant effect on voxelotor pharmacokinetics (PK) in plasma and whole blood. An integrated plasma and whole blood PopPK model with two compartments, first-order absorption and elimination, and a site-of-action effect compartment adequately described the concentration-time profiles of voxelotor in plasma and whole blood in patients treated up to 72 weeks. Covariates with significant effects on voxelotor PK included baseline blood volume on apparent volume of the central compartment and time-varying hematocrit and dose on whole blood partitioning, indicating that clinical markers of voxelotor effect can, in turn, influence its PK. Furthermore, the model confirmed that voxelotor PK in plasma and whole blood is linear with dose and time and comparable for adults and adolescents. No clinically important covariate effects on voxelotor PK that warranted dose adjustment were identified in this analysis. Overall, the PopPK analyses contributed significantly to the voxelotor label and support 1500 mg q.d. as the therapeutic dose in adults and adolescents with SCD.
Assuntos
Anemia Falciforme , Benzaldeídos , Adolescente , Adulto , Idoso , Anemia Falciforme/tratamento farmacológico , Benzaldeídos/farmacocinética , Benzaldeídos/uso terapêutico , Desenvolvimento de Medicamentos , Humanos , Modelos Biológicos , Pirazinas , PirazóisRESUMO
Sickle cell disease (SCD) is characterized by the production of sickle hemoglobin (HbS), which when deoxygenated, polymerizes leading to red blood cell damage and hemolytic anemia, a defining feature of SCD. Voxelotor (Oxbryta) is a small molecule inhibitor of HbS polymerization that disrupts the polymerization mechanism by binding HbS to increase HbS oxygen affinity. Voxelotor is approved in the United States for the treatment of SCD in patients greater than or equal to 12 years of age at a 1500 mg once-daily (q.d.) dose. These exposure-response analyses aimed to evaluate the relationships between voxelotor whole blood concentration and change from baseline (CFB) in clinical measures of anemia and hemolysis and between voxelotor whole blood and plasma concentrations and the incidence of selected safety end points to confirm the voxelotor mechanism of action and to support the clinical dose recommendation. In patients treated with voxelotor up to 72 weeks, CFB hemoglobin (Hb) increased linearly (p < 0.001) with increasing voxelotor concentration and percent Hb occupancy and increases in CFB Hb corresponded to improvements in measures of hemolysis. The target 1 g/dl increase in CFB Hb was achieved with 1500 mg voxelotor q.d. Significant relationships were observed between voxelotor exposures and grade greater than or equal to 1 increased alanine aminotransferase and decreased white blood cell count; however, most events were grade 1. No clinically important covariate effects on voxelotor efficacy or safety were observed. Overall, these analyses support 1500 mg q.d. as the therapeutic dose for voxelotor in adults and adolescents.
Assuntos
Anemia Falciforme , Hemólise , Adolescente , Adulto , Anemia Falciforme/tratamento farmacológico , Benzaldeídos , Desenvolvimento de Medicamentos , Hemoglobina Falciforme/química , Hemoglobina Falciforme/metabolismo , Hemoglobina Falciforme/uso terapêutico , Hemoglobinas , Humanos , Pirazinas , PirazóisRESUMO
Vismodegib (GDC-0449), a small-molecule Hedgehog pathway inhibitor, was well tolerated in patients with solid tumors and showed promising efficacy in advanced basal cell carcinoma in a Phase I trial. The purpose of the study presented here was to determine routes of elimination and the extent of vismodegib metabolism, including assessment and identification of metabolites in plasma, urine, and feces. Six healthy female subjects of nonchildbearing potential were enrolled; each received a single 30-ml oral suspension containing 150 mg of vismodegib with 6.5 µg of [(14)C]vismodegib to yield a radioactivity dose of approximately 37 kBq (1000 nCi). Plasma, urine, and feces samples were collected over 56 days to permit sample collection for up to 5 elimination half-lives. Nonradioactive vismodegib was measured in plasma using liquid chromatographic-tandem mass spectrometry, and total radioactivity in plasma, urine, and feces was measured using accelerator mass spectrometry. Vismodegib was slowly eliminated by a combination of metabolism and excretion of parent drug, most of which was recovered in feces. The estimated excretion of the administered dose was 86.6% on average, with 82.2 and 4.43% recovered in feces and urine, respectively. Vismodegib was predominant in plasma, with concentrations representing >98% of the total circulating drug-related components. Metabolic pathways of vismodegib in humans included oxidation, glucuronidation, and uncommon pyridine ring cleavage. We conclude that vismodegib and any associated metabolic products are mainly eliminated through feces after oral administration in healthy volunteers.
Assuntos
Anilidas/farmacocinética , Antineoplásicos/farmacocinética , Proteínas Hedgehog/antagonistas & inibidores , Piridinas/farmacocinética , Transdução de Sinais/efeitos dos fármacos , Administração Oral , Adolescente , Adulto , Idoso , Anilidas/sangue , Anilidas/urina , Antineoplásicos/sangue , Antineoplásicos/urina , Biotransformação , Cromatografia Líquida , Fezes/química , Feminino , Humanos , Inativação Metabólica , Pessoa de Meia-Idade , Piridinas/sangue , Piridinas/urina , Espectrometria de Massas em Tandem , Adulto JovemRESUMO
Intravenous ganciclovir and oral valganciclovir are effective in the prevention and treatment of pediatric cytomegalovirus (CMV) infection but various dosing regimens are used in medical practice. Population pharmacokinetic (PopPK) model-based simulations were used to propose a new ganciclovir pediatric dosing algorithm for regulatory review and to evaluate the approved valganciclovir pediatric dosing algorithm against published dosing recommendations derived from quantitative approaches. Oral valganciclovir (mg = 7 × body surface area (BSA) × creatinine clearance according to the Schwarz formula (CrCLS) daily) and i.v. ganciclovir (mg = 3 × BSA × CrCLS daily) are effective in reaching ganciclovir target exposure for the prevention of CMV (area under the concentration-time curve (AUC)0-24 40-60 µg â hour/mL) in most pediatric patients across the full pediatric age range. In contrast, ganciclovir and valganciclovir dosing based on body weight, as commonly used in medical practice, leads to underexposure, particularly in younger pediatric patients. This example shows that model-based dosing algorithms built on clinical pharmacology and implemented using good modeling practice can prevent underexposure and reduce the risk of treatment failure in pediatric patients.
Assuntos
Antivirais/administração & dosagem , Ganciclovir/administração & dosagem , Modelos Biológicos , Valganciclovir/administração & dosagem , Adolescente , Algoritmos , Antivirais/farmacocinética , Criança , Pré-Escolar , Simulação por Computador , Infecções por Citomegalovirus/prevenção & controle , Ganciclovir/farmacocinética , Humanos , Lactente , Recém-Nascido , Falha de Tratamento , Valganciclovir/farmacocinéticaRESUMO
BACKGROUND: Currently, the approved dosage of ribavirin has not been studied in patients with 'normal' alanine aminotransferase (ALT) levels. METHODS: Modelling and simulations were performed using generalised additive models (GAMs) to predict the incidence of anaemia and rate of sustained virological response (SVR) in patients with hepatitis C virus (HCV) genotype 1 and persistently 'normal' ALT levels treated with peginterferon alpha-2a (40KD) 180 microg/week plus ribavirin 1000/1200 mg/day for 48 weeks. RESULTS: Model-based simulations predicted that SVR rates would increase from 39 to 48% if patients with genotype 1 and persistently 'normal' ALT levels had received the standard weight-adjusted dose of ribavirin. This was similar to the predicted 49% SVR rate for genotype 1 patients with elevated ALT levels. The incidence of anaemia was predicted to increase from 13% to 23% in patients with persistently 'normal' ALT activity and was higher than that predicted for patients with elevated ALT levels; however, the difference appeared to be largely explained by the higher proportion of women in the former group. CONCLUSIONS: Simulations based on GAM suggest that regimens for patients with HCV genotype 1 should include the standard weight-adjusted dose of ribavirin, as similar SVR rates are predicted to be achieved, regardless of patients' ALT status at baseline.
Assuntos
Alanina Transaminase/sangue , Anemia/etiologia , Hepacivirus/genética , Hepatite C/tratamento farmacológico , Interferon-alfa/uso terapêutico , Polietilenoglicóis/uso terapêutico , Ribavirina/efeitos adversos , Simulação por Computador , Relação Dose-Resposta a Droga , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Feminino , Hepatite C/genética , Humanos , Interferon alfa-2 , Masculino , Modelos Teóricos , Proteínas Recombinantes , Ribavirina/uso terapêutico , Resultado do TratamentoRESUMO
An integrated model for the glucose-insulin system describing oral glucose tolerance test data was developed, extending on a previously introduced model for intravenous glucose provocations. Model extensions comprised the description of glucose absorption by a chain of transit compartments with a mean transit time of 35 minutes, a bioavailability of 80%, and a representation of the incretin effect, expressed as a direct effect of the glucose absorption rate on insulin secretion. The ability of the model to predict the incretin effect was assessed by simulating the observed difference in insulin response following an oral glucose tolerance test compared with an isoglycemic glucose infusion mimicking an oral glucose tolerance test profile. The extension of the integrated glucose-insulin model to gain information from oral glucose tolerance test data considerably expands its range of applications because the oral glucose tolerance test is one of the most common glucose challenge experiments for assessing the efficacy of hypoglycemic agents in clinical drug development.
Assuntos
Diabetes Mellitus Tipo 2/fisiopatologia , Glucose/metabolismo , Insulina/metabolismo , Modelos Biológicos , Simulação por Computador , Desenho de Fármacos , Feminino , Glucose/biossíntese , Teste de Tolerância a Glucose , Humanos , Secreção de Insulina , Cinética , Masculino , Pessoa de Meia-IdadeRESUMO
BACKGROUND: The major aim of this study was to develop a strategy for predicting human pharmacokinetics using physiologically based pharmacokinetic (PBPK) modelling. This was compared with allometry (of plasma concentration-time profiles using the Dedrick approach), in order to determine the best approaches and strategies for the prediction of human pharmacokinetics. METHODS: PBPK and Dedrick predictions were made for 19 F. Hoffmann-La Roche compounds. A strategy for the prediction of human pharmacokinetics using PBPK modelling was proposed in this study. Predicted values (pharmacokinetic parameters, plasma concentrations) were compared with observed values obtained after intravenous and oral administration in order to assess the accuracy of the prediction methods. RESULTS: By following the proposed strategy for PBPK, a prediction would have been made prospectively for approximately 70% of the compounds. The prediction accuracy for these compounds in terms of the percentage of compounds with an average-fold error of <2-fold was 83%, 50%, 75%, 67%, 92% and 100% for apparent oral clearance (CL/F), apparent volume of distribution during terminal phase after oral administration (V(z)/F), terminal elimination half-life (t(1/2)), peak plasma concentration (C(max)), area under the plasma concentration-time curve (AUC) and time to reach C(max) (t(max)), respectively. For the other 30% compounds, unacceptable prediction accuracy was obtained in animals; therefore, a prospective prediction of human pharmacokinetics would not have been made using PBPK. For these compounds, prediction accuracy was also poor using the Dedrick approach. In the majority of cases, PBPK gave more accurate predictions of pharmacokinetic parameters and plasma concentration-time profiles than the Dedrick approach. CONCLUSIONS: Based on the dataset evaluated in this study, PBPK gave reasonable predictions of human pharmacokinetics using preclinical data and is the recommended approach in the majority of cases. In addition, PBPK modelling is a useful tool to gain insights into the properties of a compound. Thus, PBPK can guide experimental efforts to obtain the relevant information necessary to understand the compound's properties before entry into human, ultimately resulting in a higher level of prediction accuracy.
Assuntos
Modelos Biológicos , Farmacocinética , Animais , Humanos , Preparações Farmacêuticas/metabolismoRESUMO
OBJECTIVE: Our objective was to investigate the clinical pharmacologic characteristics of saquinavir given as a soft gelatin capsule, either alone or in combination with nelfinavir, to children and adolescents with human immunodeficiency virus infection. METHODS: The pharmacokinetics of 50 mg/kg saquinavir 3 times a day (tid) alone versus 33 mg/kg saquinavir tid plus 30 mg/kg nelfinavir tid was assessed after single-dose administration and after short- and long-term administration. The single-dose pharmacokinetics of fixed (1200 mg) versus unrestricted weight-adjusted dosing (50 mg/kg) was also investigated. RESULTS: Saquinavir as the sole protease inhibitor resulted in lower saquinavir exposure in children (steady-state geometric mean area under the concentration-time curve from time zero to 24 hours [AUC (0-24 h)], 5790 ng x h/ml; steady-state concentration 8 hours after drug administration [C(8h,SS)], 65 ng/ml) and adolescents [steady-state geometric mean AUC(0-24 h), 5914 ng x h/ml] than that reported in adults treated with 1200 mg tid [steady-state geometric mean AUC(0-24 h), 21,700 ng x h/ml; C(8h,SS), 223 ng/ml]. This finding appeared to be attributable to markedly higher apparent oral clearance, potentially as a result of increased systemic clearance and reduced oral bioavailability. Nelfinavir combined with saquinavir reduced apparent oral clearance, increasing saquinavir exposure in children [steady-state geometric mean AUC(0-24 h), 11,070 ng x h/ml; C(8h,SS), 380 ng/ml] to levels that approach those observed in adults. A significant correlation between average trough concentration and sustained viral load suppression was observed in children. The apparent threshold for maintaining viral load suppression was a mean trough saquinavir concentration above 200 ng/ml. CONCLUSIONS: The pharmacokinetics of saquinavir in children is different from that of adults, and administration of saquinavir alone will not give consistently efficacious plasma levels. The best way of improving saquinavir exposure in children is through combination therapy with other protease inhibitors that inhibit saquinavir metabolism.
Assuntos
Infecções por HIV , Inibidores da Protease de HIV , Nelfinavir , Saquinavir , Adolescente , Área Sob a Curva , Proteínas Sanguíneas/metabolismo , Criança , Pré-Escolar , Esquema de Medicação , Quimioterapia Combinada , Infecções por HIV/tratamento farmacológico , Infecções por HIV/metabolismo , Inibidores da Protease de HIV/farmacocinética , Inibidores da Protease de HIV/farmacologia , Inibidores da Protease de HIV/uso terapêutico , Humanos , Nelfinavir/farmacocinética , Nelfinavir/uso terapêutico , Ensaios Clínicos Controlados Aleatórios como Assunto , Saquinavir/farmacocinética , Saquinavir/farmacologia , Saquinavir/uso terapêuticoRESUMO
The toxicity and efficacy of a series of 13 anti-tubercular sulphone esters has been evaluated using human and rat tissues. The toxicity studies involved comparison of the esters' ability to generate rat microsomally mediated NADPH-dependent methaemoglobin with that of dapsone. All the compounds formed significantly less methaemoglobin in the 1 compartment studies compared with dapsone itself. The ethyl, propyl, 3-methyl-butyl cyclopentyl esters and the carboxy parent derivative all yielded less than 5% of the methaemoglobin generated by dapsone. The 3-nitro benzoic acid ethyl and propyl esters generated 30 and 25% of dapsone's methaemoglobin formation. A similar effect was seen in the 2 compartment system, except for the butyl ester, which yielded similar haemoglobin oxidation to dapsone. The low toxicity ethyl and propyl esters, were also low in toxicity using human liver microsomes, producing less than 30% of the dapsone mediated methaemoglobin. All the compounds except the benzoic acid parent were superior to dapsone in terms of suppression of human neutrophil respiratory burst using a lucigenin-based chemiluminescence assay. The most potent derivatives were the phenyl, propyl and 3-nitro benzoic acid ethyl esters, which were between two- and threefold more potent compared with dapsone in arresting the respiratory burst. Overall, the ethyl ester showed the best combination of low toxicity in the rat and human microsomal systems and its IC(50) was approximately 40% lower than that of dapsone in neutrophil respiratory burst inhibition. These compounds indicate some promise for future development in their superior anti-inflammatory capability and lower toxicity compared with the parent sulphone, dapsone.
RESUMO
BACKGROUND AND OBJECTIVE: Dosing of therapeutic monoclonal antibodies (mAbs) is often based on body size, with the perception that body size-based dosing would reduce inter-subject variability in drug exposure. However, most mAbs are target specific with a relatively large therapeutic window and generally a small contribution of body size to pharmacokinetic variability. Therefore, the dosing paradigm for mAbs should be assessed in the context of these unique characteristics. The objective of this study was to review the current dosing strategy and to provide a scientific rationale for dosing of mAbs using a modelling and simulation approach. METHODS: In this analysis, the body weight-based or body weight-independent (fixed) dosing regimens for mAbs were systematically evaluated. A generic two-compartment first-order elimination model was developed. Individual or population pharmacokinetic profiles were simulated as a function of the body weight effects on clearance (θ(BW_CL)) and on the central volume of distribution (θ(BW_V1)). The variability in exposure (the area under the serum concentration-time curve [AUC], trough serum concentration [C(min)] and peak serum concentration [C(max)]) was compared between body weight-based dosing and fixed dosing in the entire population. The deviation of exposure for light and heavy subjects from median body weight subjects was also measured. The simulation results were then evaluated with clinical pharmacokinetic characteristics of various mAbs that were given either by body weight-based dosing or by fixed dosing in the case study. RESULTS: Results from this analysis demonstrated that exposure variability was dependent on the magnitude of the body weight effect on pharmacokinetics. In contrast to the conventional assumption, body weight-based dosing does not always offer advantages over fixed dosing in reducing exposure variability. In general, when the exponential functions of θ(BW_CL) and θ(BW_V1) in the population pharmacokinetic model are <0.5, fixed dosing results in less variability and less deviation than body weight-based dosing; when both θ(BW_CL) and θ(BW_V1) are >0.5, body weight-based dosing results in less variability and less deviation than fixed dosing. In the scenarios when either θ(BW_CL) or θ(BW_V1) is >0.5, the impact on exposure variability is different for each exposure measure. The case study demonstrated that most mAbs had little effect or a moderate body weight effect (θ(BW_CL) and θ(BW_V1) <0.5 or â¼0.5). The difference of variability in exposure between body weight-based and fixed dosing is generally less than 20% and the percentages of deviation for light and heavy subpopulations are less than 40%. CONCLUSIONS: The analysis provided insights into the conditions under which either fixed or body weight-based dosing would be superior in reducing pharmacokinetic variability and exposure differences between light and heavy subjects across the population. The pharmacokinetic variability introduced by either dosing regimen is moderate relative to the variability generally observed in pharmacodynamics, efficacy and safety. Therefore, mAb dosing can be flexible. Given many practical advantages, fixed dosing is recommended to be the first option in first-in-human studies with mAbs. The dosing strategy in later stages of clinical development could then be determined based on combined knowledge of the body weight effect on pharmacokinetics, safety and efficacy from the early clinical trials.
Assuntos
Anticorpos Monoclonais/administração & dosagem , Anticorpos Monoclonais/farmacocinética , Modelos Biológicos , Adulto , Anticorpos Monoclonais/sangue , Anticorpos Monoclonais/uso terapêutico , Superfície Corporal , Peso Corporal , Simulação por Computador , Bases de Dados Factuais , Árvores de Decisões , Relação Dose-Resposta a Droga , Feminino , Humanos , Masculino , Taxa de Depuração MetabólicaRESUMO
PURPOSE: In a phase I trial for patients with refractory solid tumors, hedgehog pathway inhibitor vismodegib (GDC-0449) showed little decline in plasma concentrations over 7 days after a single oral dose and nonlinearity with respect to dose and time after single and multiple dosing. We studied the role of GDC-0449 binding to plasma protein alpha-1-acid glycoprotein (AAG) to better understand these unusual pharmacokinetics. EXPERIMENTAL DESIGN: Sixty-eight patients received GDC-0449 at 150 (n = 41), 270 (n = 23), or 540 (n = 4) mg/d, with pharmacokinetic (PK) sampling at multiple time points. Total and unbound (dialyzed) GDC-0449 plasma concentrations were assessed by liquid chromatography/tandem mass spectrometry, binding kinetics by surface plasmon resonance-based microsensor, and AAG levels by ELISA. RESULTS: A linear relationship between total GDC-0449 and AAG plasma concentrations was observed across dose groups (R(2) = 0.73). In several patients, GDC-0449 levels varied with fluctuations in AAG levels over time. Steady-state, unbound GDC-0449 levels were less than 1% of total, independent of dose or total plasma concentration. In vitro, GDC-0449 binds AAG strongly and reversibly (K(D) = 13 µmol/L) and human serum albumin less strongly (K(D) = 120 µmol/L). Simulations from a derived mechanistic PK model suggest that GDC-0449 pharmacokinetics are mediated by AAG binding, solubility-limited absorption, and slow metabolic elimination. CONCLUSIONS: GDC-0449 levels strongly correlated with AAG levels, showing parallel fluctuations of AAG and total drug over time and consistently low, unbound drug levels, different from previously reported AAG-binding drugs. This PK profile is due to high-affinity, reversible binding to AAG and binding to albumin, in addition to solubility-limited absorption and slow metabolic elimination properties.
Assuntos
Anilidas/farmacocinética , Proteínas Hedgehog/antagonistas & inibidores , Neoplasias/tratamento farmacológico , Piridinas/farmacocinética , Transdução de Sinais/efeitos dos fármacos , Adulto , Idoso , Idoso de 80 Anos ou mais , Anilidas/metabolismo , Anilidas/uso terapêutico , Ligação Competitiva , Disponibilidade Biológica , Cromatografia Líquida , Relação Dose-Resposta a Droga , Feminino , Proteínas Hedgehog/metabolismo , Humanos , Masculino , Taxa de Depuração Metabólica , Pessoa de Meia-Idade , Metástase Neoplásica , Neoplasias/metabolismo , Neoplasias/patologia , Orosomucoide/metabolismo , Ligação Proteica , Piridinas/metabolismo , Piridinas/uso terapêutico , Albumina Sérica/metabolismo , Espectrometria de Massas em Tandem , Fatores de Tempo , Resultado do TratamentoAssuntos
Infecções por HIV/tratamento farmacológico , Inibidores da Protease de HIV/farmacocinética , Nelfinavir/farmacocinética , Saquinavir/administração & dosagem , Saquinavir/farmacocinética , Disponibilidade Biológica , Criança , Pré-Escolar , Relação Dose-Resposta a Droga , Esquema de Medicação , Quimioterapia Combinada , Feminino , Seguimentos , Infecções por HIV/diagnóstico , Inibidores da Protease de HIV/administração & dosagem , Humanos , Assistência de Longa Duração , Masculino , Nelfinavir/administração & dosagem , Estudos Prospectivos , Resultado do TratamentoRESUMO
PURPOSE: We developed a drug-disease simulation model to predict antitumor response and overall survival in phase III studies from longitudinal tumor size data in phase II trials. METHODS: We developed a longitudinal exposure-response tumor-growth inhibition (TGI) model of drug effect (and resistance) using phase II data of capecitabine (n = 34) and historical phase III data of fluorouracil (FU; n = 252) in colorectal cancer (CRC); and we developed a parametric survival model that related change in tumor size and patient characteristics to survival time using historical phase III data (n = 245). The models were validated in simulation of antitumor response and survival in an independent phase III study (n = 1,000 replicates) of capecitabine versus FU in CRC. RESULTS: The TGI model provided a good fit of longitudinal tumor size data. A lognormal distribution best described the survival time, and baseline tumor size and change in tumor size from baseline at week 7 were predictors (P < .00001). Predicted change of tumor size and survival time distributions in the phase III study for both capecitabine and FU were consistent with observed values, for example, 431 days (90% prediction interval, 362 to 514 days) versus 401 days observed for survival in the capecitabine arm. A modest survival improvement of 39 days (90% prediction interval, -21 to 110 days) versus 35 days observed was predicted for capecitabine. CONCLUSION: The modeling framework successfully predicted survival in a phase III trial on the basis of capecitabine phase II data in CRC. It is a useful tool to support end-of-phase II decisions and design of phase III studies.
Assuntos
Antimetabólitos Antineoplásicos/uso terapêutico , Ensaios Clínicos Fase II como Assunto , Ensaios Clínicos Fase III como Assunto , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/mortalidade , Modelos Biológicos , Ensaios Clínicos Controlados Aleatórios como Assunto , Capecitabina , Neoplasias Colorretais/patologia , Simulação por Computador , Técnicas de Apoio para a Decisão , Desoxicitidina/análogos & derivados , Desoxicitidina/uso terapêutico , Resistencia a Medicamentos Antineoplásicos , Fluoruracila/análogos & derivados , Fluoruracila/uso terapêutico , Humanos , Reprodutibilidade dos Testes , Estudos Retrospectivos , Análise de Sobrevida , Fatores de Tempo , Resultado do TratamentoRESUMO
We address the problem of designing pharmacokinetic experiments in multivariate response situations. Criteria, based on the Fisher information matrix, whose inverse according to the Rao-Cramer inequality is the lower bound of the variance-covariance matrix of any unbiased estimator of the parameters, have previously been developed for univariate response for an individual and a population. We extend these criteria to design individual and population studies where more than one response is measured, for example, when both parent drug and metabolites are measured in plasma, multi-compartment models, where measurements are taken at more than one site, or when drug concentration and pharmacodynamic data are collected simultaneously. We assume that measurements made at distinct times are independent, but measurements made of each concentration are correlated with a response variance-covariance matrix. We investigated a number of optimisation algorithms, namely simplex, exchange, adaptive random search, simulated annealing and a hybrid, to maximise the determinant of the Fisher information matrix as required by the D-optimality criterion. The multiresponse optimal design methodology developed was applied in two case studies, where the aim was to suggest optimal sampling times. The first was a restrospective iv infusion experiment aimed to characterise the disposition kinetics of tolcapone and its two metabolites in healthy volunteers. The second was a prospective iv bolus experiment designed to estimate the tissue disposition kinetics of eight beta-blockers in rat.
Assuntos
Modelos Biológicos , Farmacocinética , Antagonistas Adrenérgicos beta/administração & dosagem , Antagonistas Adrenérgicos beta/farmacocinética , Algoritmos , Animais , Antiparkinsonianos/sangue , Antiparkinsonianos/metabolismo , Antiparkinsonianos/farmacocinética , Benzofenonas/sangue , Benzofenonas/metabolismo , Benzofenonas/farmacocinética , Humanos , Infusões Intravenosas , Injeções Intravenosas , Análise Multivariada , Nitrofenóis/sangue , Nitrofenóis/metabolismo , Nitrofenóis/farmacocinética , Ratos , Software , Distribuição Tecidual , TolcaponaRESUMO
AIM: To assess the likelihood of a sustained virological response (SVR) vs. the likelihood of anaemia in patients with chronic hepatitis C. METHODS: Data from 1732 patients treated with peginterferon alfa-2a (40KD) plus ribavirin in two randomized, multinational studies were pooled. Probabilities of SVR and anaemia were modelled using the generalized additive logistic model, with numerous clinical variables considered for entry into the model. Baseline haemoglobin was only considered in the analysis for anaemia. RESULTS: The probability of anaemia increased from 6 to 16% as a function of the ribavirin dose kg(-1) (12-16 mg kg(-1)), whereas the relationship between SVR and ribavirin dose kg(-1) was influenced by hepatitis C virus (HCV) genotype. The probability of an SVR was not influenced by the ribavirin dose kg(-1) in patients with HCV genotype 2 or 3 infection, but increased as a function of ribavirin dose kg(-1) in patients with HCV genotype 1 infection (40-50% increase in probability of SVR for 12-16 mg kg(-1) dose ribavirin increase). The probability of an SVR in patients included with HCV genotype 1 decreased with increasing HCV RNA level to about 3 million copies ml(-1), but was relatively independent of increasing HCV RNA level thereafter. In addition, older age, a higher ribavirin apparent oral clearance and cirrhosis had a negative impact on achieving an SVR, but improved with increasing alanine aminotransferase (ALT) quotient. Sex and ribavirin dose kg(-1) were the most important prognostic factors for anaemia, followed by baseline haemoglobin, age, baseline ALT quotient and cirrhosis. CONCLUSION: This study supports individualizing ribavirin dosages by HCV genotype and body weight, and highlights several clinical variables that influence the likelihood of an SVR compared with anaemia in chronic hepatitis C patients treated with peginterferon alfa-2a (40KD) plus ribavirin.
Assuntos
Antivirais/efeitos adversos , Hepatite C Crônica/tratamento farmacológico , Interferon-alfa/efeitos adversos , Polietilenoglicóis/efeitos adversos , Ribavirina/efeitos adversos , Adulto , Idoso , Anemia/induzido quimicamente , Relação Dose-Resposta a Droga , Quimioterapia Combinada , Feminino , Genótipo , Humanos , Interferon alfa-2 , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Estudos Multicêntricos como Assunto , Ensaios Clínicos Controlados Aleatórios como Assunto , Proteínas Recombinantes , Medição de Risco , Fatores de Risco , Resultado do Tratamento , Carga ViralRESUMO
AIM: A population pharmacokinetic analysis was performed using plasma concentration data (n = 7025) from 380 patients to examine the relationship between ribavirin dose and its pharmacokinetics. METHODS: Ribavirin pharmacokinetics were described by a three-compartment model with sequential zero-order and a first-order absorption processes. Interoccasion variability and food effects were included. RESULTS: Lean body weight (range 41-91 kg) was the only covariate with a clinically significant influence on ribavirin pharmacokinetics, affecting clearance (15.3-23.9 l h(-1)) and the volume of the larger peripheral compartment. CONCLUSION: The model provided a good description of the available data, confirmed by accurate estimates of parameter values and low residual variability (17%).
Assuntos
Antivirais/farmacocinética , Hepatite C Crônica/tratamento farmacológico , Ribavirina/farmacocinética , Adolescente , Adulto , Idoso , Antivirais/administração & dosagem , Antivirais/sangue , Ensaios Clínicos Fase I como Assunto , Ensaios Clínicos Fase III como Assunto , Estudos Cross-Over , Combinação de Medicamentos , Feminino , Hepatite C Crônica/sangue , Humanos , Interferon alfa-2 , Interferon-alfa/administração & dosagem , Interferon-alfa/sangue , Interferon-alfa/farmacocinética , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Polietilenoglicóis/administração & dosagem , Polietilenoglicóis/farmacocinética , Proteínas Recombinantes , Ribavirina/administração & dosagem , Ribavirina/sangueRESUMO
Tolcapone is a potent, selective, and reversible inhibitor of cathecol-O-methyl-transferase (COMT). This enzyme plays a crucial role in the extraneural inactivation of catecholamine neurotransmitters. Tolcapone's ability to inhibit central COMT in humans at therapeutic concentrations is not yet clear. The aim was to determine the effect of tolcapone on central COMT activity in Parkinson's disease (PD) using (18)F-dopa positron emission tomography (PET). The study was a randomized two-way crossover study. Twelve PD patients were recruited. On the treatment days patients were given either tolcapone (200 mg) or placebo together with levodopa/carbidopa (100/125 mg) 1 h before the injection of (18)F-dopa. Data were acquired in 25 frames over 94 min for the first PET scan period. At the end of this period the patients were removed from the scanner for 90 min and subsequently repositioned and data acquired in six 10-min time frames over 60 min. Influx constants (Ki) were computed using a graphical approach with a plasma input function. Mean (18)F-dopa putamen Ki's for the first 30-90 min, primarily reflecting central dopa decarboxylase (DDC) activity, were similar in PD patients whether tolcapone was present (0.0078 +/- 0.0031 min(-1)) or absent (0.0078 +/- 0.0030 min(-1)). Mean putamen Ki values calculated 180-240 min after injection of (18)F-dopa, reflecting both central DDC and COMT activity, were unchanged from 30-90' values in the presence of tolcapone (0.0079 +/- 0.0030), implying blockade of central COMT, but were significantly reduced (0.0059 +/- 0.0028) in the absence of this drug. These findings are compatible with clinical doses of tolcapone having a significant blocking effect on peripheral and central COMT but not DDC activity in PD.