Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 18 de 18
Filtrar
1.
Clin Transl Sci ; 15(12): 2878-2887, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36126231

RESUMO

Randomized, placebo-controlled trials for binge eating disorder (BED) have revealed highly variable, and often marked, rates of short-term placebo response. Several quantitative based analyses in patients with BED have inconsistently demonstrated which patient factors attribute to an increase in placebo response. The objective of this study is to utilize machine learning (ML) algorithms to identify moderators of placebo response in patients with BED. Data were pooled from 12 randomized placebo-controlled trials evaluating different treatment options for BED. The final dataset consisted of 189 adults receiving placebo with complete information of baseline variables. Placebo responders were defined as patients experiencing ≥75% reduction in binge eating frequency (BEF) at study end point. Nine patient prerandomization variables were included as predictors. Patients were divided into training and testing subsets according to an 75%:25% distribution while preserving the proportion of placebo responders. All analysis was performed in the software Pumas 2.0. Gaussian Naïve Bayes algorithm showed the best cross-validation accuracy (~64%) and was chosen as the final algorithm. Shapley analysis suggested that patients with low baseline BEF and anxiety status were strong moderators of placebo response. Upon applying the final algorithm on the test dataset, the resulting sensitivity was 88% and prediction accuracy was 72%. This is the first application of ML to identify moderators of placebo response in BED. The results of this analysis confirm previous findings of lesser baseline disease severity and adds that patients with no anxiety are more susceptible to placebo response.


Assuntos
Transtorno da Compulsão Alimentar , Adulto , Humanos , Transtorno da Compulsão Alimentar/diagnóstico , Transtorno da Compulsão Alimentar/tratamento farmacológico , Teorema de Bayes , Resultado do Tratamento , Efeito Placebo , Aprendizado de Máquina , Método Duplo-Cego
2.
BMJ ; 378: e067606, 2022 08 02.
Artigo em Inglês | MEDLINE | ID: mdl-35918097

RESUMO

OBJECTIVES: To characterize individual participant level response distributions to acute monotherapy for major depressive disorder in randomized, placebo controlled trials submitted to the US Food and Drug Administration from 1979 to 2016. DESIGN: Individual participant data analysis. POPULATION: 232 randomized, double blind, placebo controlled trials of drug monotherapy for major depressive disorder submitted by drug developers to the FDA between 1979 and 2016, comprising 73 388 adult and child participants meeting the inclusion criteria for efficacy studies on antidepressants. MAIN OUTCOME MEASURES: Responses were converted to Hamilton Rating Scale for Depression (HAMD17) equivalent scores where other measures were used to assess efficacy. Multivariable analyses examined the effects of age, sex, baseline severity, and year of the study on improvements in depressive symptoms in the antidepressant and placebo groups. Response distributions were analyzed with finite mixture models. RESULTS: The random effects mean difference between drug and placebo favored drug (1.75 points, 95% confidence interval 1.63 to 1.86). Differences between drug and placebo increased significantly (P<0.001) with greater baseline severity. After controlling for participant characteristics at baseline, no trends in treatment effect or placebo response over time were found. The best fitting model of response distributions was three normal distributions, with mean improvements from baseline to end of treatment of 16.0, 8.9, and 1.7 points. These distributions were designated Large, Non-specific, and Minimal responses, respectively. Participants who were treated with a drug were more likely to have a Large response (24.5% v 9.6%) and less likely to have a Minimal response (12.2.% v 21.5%). CONCLUSIONS: The trimodal response distributions suggests that about 15% of participants have a substantial antidepressant effect beyond a placebo effect in clinical trials, highlighting the need for predictors of meaningful responses specific to drug treatment.


Assuntos
Transtorno Depressivo Maior , Adulto , Antidepressivos/uso terapêutico , Criança , Análise de Dados , Transtorno Depressivo Maior/tratamento farmacológico , Método Duplo-Cego , Humanos , Efeito Placebo , Estados Unidos , United States Food and Drug Administration
3.
Pharm Res ; 39(5): 827-836, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35552966

RESUMO

OBJECTIVES: Results from previous ex-vivo continuous renal replacement therapy (CRRT) models have successfully demonstrated similar extraction coefficients (EC) identified from in-vivo clinical trials. The objectives of this study are to develop an ex-vivo in-vivo correlation (EVIVC) model to predict drug clearance for commonly used antiepileptics and to evaluate similarity in drug extraction across different CRRT modalities to extrapolate dosing recommendations. METHODS: Levetiracetam, lacosamide, and phenytoin CRRT clearance was evaluated using the Prismaflex CRRT system and M150 hemodiafilters using an albumin containing normal saline (ALB-NS) vehicle with 3 different albumin concentrations (2 g/dL, 3 g/dL, and 4 g/dL) and a human plasma vehicle at 3 different effluent flow rates (1 L/hr, 2 L/hr, and 3 L/hr). Blood and effluent/dialysate concentrations were collected after circuit priming. ECs were calculated for each drug, modality, vehicle, and experimental arm combination. RESULTS: The calculated average EC for levetiracetam and lacosamide was approximated to the fraction unbound from plasma protein. Human plasma and ALB-NS vehicles demonstrated adequate prediction of in-vivo CRRT clearance. Geometric mean ratios indicated similarity in extraction coefficients when comparing between hemofiltration and hemodiafiltration modalities and between filtration and dialysis modalities at effluent flow rates ≤ 2L/hr. Evaluation of phenytoin provided inconsistent findings with regards to extraction coefficient similarity across different CRRT modalities. CONCLUSION: The findings indicate that an ex-vivo study can be used as a surrogate to predict in-vivo levetiracetam and lacosamide clearance in patients receiving CRRT.


Assuntos
Terapia de Substituição Renal Contínua , Albuminas , Anticonvulsivantes/uso terapêutico , Estado Terminal/terapia , Vias de Eliminação de Fármacos , Humanos , Lacosamida , Levetiracetam , Fenitoína/uso terapêutico
4.
Perfusion ; 37(8): 812-818, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-34192981

RESUMO

Antiepileptic dosing information used to manage neonatal patients receiving extracorporeal membrane oxygenation (ECMO) is limited. The objective of this study is to quantify the extent of sequestration of various antiepileptic drugs using an ex-vivo neonatal ECMO circuit. Two neonatal closed-loop ECMO circuits were prepared using a Rotaflow centrifugal pump, custom polyvinylchloride tubing and a Quadrox-i Neonatal membrane oxygenator. After 5 minutes of circuit priming and stabilization with normal saline/albumin or expired human whole blood, single boluses of levetiracetam (200 mg), lacosamide (20 mg), and phenytoin (200 mg) were injected into the circuit. To account for spontaneous drug degradation, two polyvinylchloride beakers were filled with normal saline/albumin or expired human whole blood and equivalent antiepileptic drug doses were prepared. Simultaneous pharmacokinetic samples were collected from the control solution and the pre-centrifugal pump, pre-oxygenator, and post-oxygenator sampling ports from each circuit. Similar drug recovery profiles were observed among the three sampling sites investigated. Percent drug sequestration after a 24-hour circuit flow period was relatively similar between the two different circuits and ranged between 5.5%-13.2% for levetiracetam, 18.4%-22.3% for lacosamide, and 24.5%-30.2% for phenytoin. A comparison at 12 and 24 hours demonstrated similar percent drug sequestration across all three drugs in each circuit. Percent drug sequestrations for levetiracetam and lacosamide were less than 20% and for phenytoin were as high as 30% based on the sampling following single bolus dose administration into a neonatal ECMO circuit. Careful consideration of patient clinical status should be taken in consideration when optimizing antiepileptic therapy in neonates receiving ECMO.


Assuntos
Anticonvulsivantes , Oxigenação por Membrana Extracorpórea , Recém-Nascido , Humanos , Anticonvulsivantes/uso terapêutico , Lacosamida , Levetiracetam , Fenitoína , Solução Salina , Oxigenadores de Membrana , Albuminas
5.
J Clin Pharmacol ; 61 Suppl 1: S117-S124, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-34185904

RESUMO

Pediatric labeling information for novel atypical antipsychotics can be significantly delayed as the result of time lag between initial drug approval in adults and the completion of pediatric clinical trials. This delay can lead health care providers to rely on limited evidence-based literature to make critical therapeutic decisions for pediatric patients. Effective and scientifically justified dosing recommendations are needed to improve treatment outcomes in pediatric patients with schizophrenia and bipolar I disorder. Extrapolation-based drug development strategies rely on leveraging prior data to reduce evidentiary requirements for newer data in establishing drug efficacy. On January 13, 2020, the US Food and Drug Administration (FDA) released a general advice letter to sponsors highlighting the acceptance of extrapolating efficacy of atypical antipsychotics to pediatric patients. This review provides insight into the FDA's justification for extrapolating efficacy from adult to pediatric patients and provides a rationale for dose selection in pediatric patients with schizophrenia and bipolar I disorder.


Assuntos
Medicina do Adolescente/métodos , Antipsicóticos/administração & dosagem , Transtorno Bipolar/tratamento farmacológico , Pediatria/métodos , Esquizofrenia/tratamento farmacológico , Adolescente , Antipsicóticos/efeitos adversos , Interpretação Estatística de Dados , Desenvolvimento de Medicamentos , Humanos , Resultado do Tratamento
6.
J Clin Pharmacol ; 61(10): 1324-1333, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-33997992

RESUMO

This analysis compared the results from noncompartmental analysis and population pharmacokinetic (PopPK) predictions of exposure changes in patients with renal impairment (RI) for 27 new molecular entities (NMEs) approved between 2000 and 2015. Renal function was identified as a covariate in the final PopPK model for 17 NMEs. The final PopPK model was used to simulate (n = 1000 replicates/individual) the results of a dedicated PK study in subjects with renal impairment. For the majority of NMEs, concordance between observed, and predicted area under the curve (AUC) geometric mean ratio (GMR) was observed (ie, in 17, 11, and 11 NMEs for mild, moderate, and severe renal impairment groups, respectively, the observed and predicted AUC GMR were within the same fold of change). Inclusion of colinear covariates in the PopPK model appeared to be the major driver for the NMEs for which there was discordance. PopPK, when done properly, is a valuable tool for supporting labeling recommendations for subjects with renal impairment.


Assuntos
Drogas em Investigação/farmacocinética , Modelos Biológicos , Insuficiência Renal/metabolismo , Área Sob a Curva , Humanos , Taxa de Depuração Metabólica , Gravidade do Paciente , Estados Unidos , United States Food and Drug Administration
7.
Br J Clin Pharmacol ; 87(11): 4375-4385, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-33855736

RESUMO

AIMS: Although the use of continuous renal replacement therapy (CRRT) has increased, limited dosing information exists on the effect of CRRT on antiepileptic drug pharmacokinetics. The objectives of this practice-based study are to evaluate the pharmacokinetics of lacosamide and recommend individualized dosing recommendations in critically ill patients receiving continuous venovenous haemofiltration (CVVH). METHODS: Seven patients receiving lacosamide and CVVH in a neurocritical care unit were enrolled. Pre-filter, post-filter and ultrafiltrate samples were obtained at baseline, right after the completion of the infusion, and up to six additional sampling time points post-administration. Patient-specific flow rates and clinical measures were also collected simultaneously at the time of sampling. Plasma concentrations were measured using a validated high-performance liquid chromatography with ultraviolet radiation detection (HPLC-UV) bioanalytical method. Non-compartmental analysis was utilized to characterize the pharmacokinetics of lacosamide. RESULTS: The observed mean sieving coefficient for lacosamide was 0.80 ± 0.10, suggesting high removal of lacosamide. Concentrations measured in six out of seven patients were observed to be outside the therapeutic range (5-12 mg/L). The estimated average volume of distribution was found to be similar to healthy patients (0.58 L/kg). The mean bias and precision of the estimated total clearance was -2.53% and 14.9%, respectively. Simulations of various doses suggest that effluent flow rate-based dosing regimens could be used to individualize lacosamide therapeutics. CONCLUSIONS: CVVH clearance contributed a major fraction of the total lacosamide clearance in neurocritically ill patients. Given that drug clearance increases with higher effluent flow rates, lacosamide dosing regimens should be increased to match exposures observed in patients with normal renal function.


Assuntos
Terapia de Substituição Renal Contínua , Hemofiltração , Antibacterianos , Estado Terminal/terapia , Humanos , Lacosamida , Estudos Prospectivos , Raios Ultravioleta
9.
Int J Cardiol ; 331: 109-113, 2021 05 15.
Artigo em Inglês | MEDLINE | ID: mdl-33529664

RESUMO

BACKGROUND/OBJECTIVES: Despite lower major bleeding rates associated with direct oral anticoagulants (DOACs) as compared to conventional warfarin therapy, bleeding rates remain higher in older patients compared to younger patients suggesting a potential role for DOAC measurements. The objective of this study is to examine the effect of age on the relationship between apixaban concentrations and anti-Factor Xa activity in patients with non-valvular atrial fibrillation (NVAF). METHODS: This is a retrospective analysis based on a database created using data from the ARISTOTLE study. Outpatient, stable adult patients with NVAF receiving apixaban were included in this study. Data collection consisted of apixaban concentration, anti-Factor Xa activity, age, weight, creatinine, and co-medications. RESULTS: The database composed of 2058 patients receiving apixaban. Distribution of race, NVAF subtype, and aspirin use was fairly similar across each age quantile. Older patients received a higher number of co-medications and received the 2.5 mg apixaban dose more often as compared to younger patients (22% vs. < 1%). Linear regression demonstrated that the unadjusted slope for apixaban concentration effect on anti-Factor Xa activity was similar across each age quantile. Although, the overall adjusted linear regression analysis demonstrated that the age by concentration interaction was statistically significant, relative differences in anti-Factor Xa activity (< 8%) were not clinically meaningful. CONCLUSION: Data on apixaban concentrations and anti-Factor Xa activity from a pivotal randomized double-blind study of apixaban for the prevention of stroke in NVAF patients have confirmed that the chromogenic anti-Factor Xa activity assay can accurately assess apixaban concentrations in patients regardless of age. Age was not associated with a clinically relevant change in the apixaban vs. anti-Factor Xa activity response relationship and target ranges are unchanged.


Assuntos
Fibrilação Atrial , Acidente Vascular Cerebral , Adulto , Idoso , Anticoagulantes , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/tratamento farmacológico , Inibidores do Fator Xa , Humanos , Pirazóis , Piridonas , Estudos Retrospectivos
10.
Clin Transl Sci ; 13(5): 950-959, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32223067

RESUMO

Limited data exist on the effect of continuous renal replacement therapy (CRRT) methods on anti-epileptic drug pharmacokinetics (PK). This prospective practice-based PK study aims to assess the impact of continuous venovenous hemofiltration (CVVH), a modality of CRRT, on levetiracetam PK in critically ill patients and to derive individualized dosing recommendations. Eleven patients receiving oral or intravenous levetiracetam and CVVH in various intensive care units at a large academic medical center were enrolled to investigate the need for dosing adjustments. Prefilter, postfilter, and ultrafiltrate samples were obtained before dosing, after the completion of the infusion or 1-hour postoral dose, and up to 6 additional time points postinfusion or postoral administration. Patient-specific blood and ultrafiltrate flow rates and laboratory values were also collected at the time of sampling. The average sieving coefficient (SC) for levetiracetam was 0.89 ± 0.1, indicating high filter efficiency. Six of the 11 patients experienced concentrations outside the reported therapeutic range (12-46 mg/L). The average volume of distribution was 0.73 L/kg. CVVH clearance contributes a major fraction of the total levetiracetam clearance (36-73%) in neurocritically ill patients. The average bias and precision of the estimated vs. observed total clearance value was ~ 10.6% and 21.5%. Major dose determinants were identified to be SC and effluent flow rate. Patients with higher ultrafiltrate rates will have increased drug clearance and, therefore, will require higher doses in order to match exposures seen in patients with normal renal function.


Assuntos
Injúria Renal Aguda/terapia , Anticonvulsivantes/farmacocinética , Terapia de Substituição Renal Contínua/efeitos adversos , Levetiracetam/farmacocinética , Convulsões/tratamento farmacológico , Centros Médicos Acadêmicos , Injúria Renal Aguda/sangue , Injúria Renal Aguda/fisiopatologia , Administração Intravenosa , Administração Oral , Idoso , Anticonvulsivantes/administração & dosagem , Área Sob a Curva , Estado Terminal/terapia , Relação Dose-Resposta a Droga , Feminino , Taxa de Filtração Glomerular/fisiologia , Humanos , Unidades de Terapia Intensiva , Levetiracetam/administração & dosagem , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Eliminação Renal/fisiologia
11.
Pharmacotherapy ; 40(3): 211-220, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31957057

RESUMO

STUDY OBJECTIVES: Obese patients with sepsis or septic shock may have altered vancomycin pharmacokinetics compared with the general population that may result in improper dosing or inadequate drug concentrations. The objective of this study was to characterize vancomycin pharmacokinetics in obese patients with sepsis or septic shock, and to develop a novel pharmacokinetic dosing model based on pharmacokinetic-pharmacodynamic target requirements. DESIGN: Prospective observational pharmacokinetic study. SETTING: Large quaternary academic medical center. PATIENTS: Sixteen obese (body mass index [BMI] 30 kg/m2 or higher) adults with sepsis and either a gram-positive bacteremia or requiring vasopressor support (septic shock), who were receiving vancomycin between November 2016 and June 2018, were included. Patients were excluded if they were receiving renal replacement therapy or extracorporeal membrane oxygenation, treatment for central nervous system infections, pregnant, or receiving vancomycin for surgical prophylaxis. INTERVENTION: Four blood samples per patient were collected following a single dose of vancomycin: one peak serum vancomycin level (within 1-2 hrs of infusion completion), two random levels during the dosing interval, and one trough level (within 30-60 min of the next dose) were measured. MEASUREMENTS AND MAIN RESULTS: A population pharmacokinetic model was developed to describe vancomycin concentrations over time. Simulations to determine optimal dosing were performed using the pharmacokinetic model with different ranges of creatinine clearance (Clcr ) and different vancomycin daily doses. Median age of the patients was 62 years; median BMI was 36.1 kg/m2 , Acute Physiology and Chronic Health Evaluation II score was 26, and Sequential Organ Failure Assessment score was 11. Eleven patients (69%) had an acute kidney injury. Median initial vancomycin dose was 15 mg/kg; median vancomycin trough concentration was 17 mg/L. A one-compartment model best characterized the pharmacokinetics of vancomycin in obese patients with sepsis or septic shock. Volume of distribution was slightly increased in this population (0.8 L/kg) compared with the general population (0.7 L/kg). Only Clcr effect on drug clearance was found to be significant (decrease in the objective function value by 16.4 points), confirming that it is a strong predictor of vancomycin clearance. CONCLUSION: To our knowledge, this study provides the first population-based pharmacokinetic model in obese patients with sepsis or septic shock. The nomograms generated from this pharmacokinetic model provide a simplified approach to vancomycin dosing in this patient population.


Assuntos
Antibacterianos/farmacocinética , Obesidade Mórbida , Sepse/tratamento farmacológico , Vancomicina/farmacocinética , Adulto , Idoso , Antibacterianos/administração & dosagem , Antibacterianos/uso terapêutico , Área Sob a Curva , Feminino , Humanos , Infusões Intravenosas , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Sepse/sangue , Choque Séptico/sangue , Choque Séptico/tratamento farmacológico , Resultado do Tratamento , Vancomicina/administração & dosagem , Vancomicina/uso terapêutico
12.
J Clin Pharmacol ; 60(7): 848-859, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-31994186

RESUMO

Despite agreement that early-onset schizophrenia is continuous with the adult-onset form, quantitative relationships between antipsychotic exposure and clinical response are relatively unexplored in adolescents, compared to adults. Clinical efficacy data from second-generation antipsychotic development programs (N = 5951 adults and N = 1035 adolescents ranging from 12 to 17 years old) were collected from available new drug applications submitted to the US Food and Drug Administration from 1993 to 2017. The developed disease-drug trial models adequately predicted the longitudinal trend in total positive and negative syndrome scale scores in both adults and adolescents using a Weibull placebo response, time-delayed drug effect, and a Weibull structural dropout model. Maximum drug effect was similar between the two populations and was estimated to be between a range of 5% to 11% in adults and 5% to 7% in adolescents. Half maximal effective concentration parameter estimates also indicated similar exposure-response relationships in adults and adolescents across all 4 antipsychotics. Simulated adolescent data using final model parameter estimates from the adult model were in agreement with adolescent observations. This analysis confirms similarity in exposure-response for efficacy and could expedite the development of second-generation antipsychotics for adolescents.


Assuntos
Antipsicóticos/farmacocinética , Antipsicóticos/uso terapêutico , Ensaios Clínicos como Assunto , Esquizofrenia/tratamento farmacológico , Adolescente , Adulto , Idoso , Criança , Simulação por Computador , Bases de Dados Factuais , Relação Dose-Resposta a Droga , Aprovação de Drogas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Efeito Placebo , Escalas de Graduação Psiquiátrica , Resultado do Tratamento , Estados Unidos , United States Food and Drug Administration , Adulto Jovem
13.
Clin Transl Sci ; 13(1): 88-97, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31386273

RESUMO

As with other psychiatric disorders, development of drugs to treat binge-eating disorder (BED) has been hampered by high placebo response and dropout rates in randomized controlled trials (RCTs). Although not approved for use in BED, several RCTs have suggested that topiramate is efficacious for BED in obese individuals. Using data from a positive investigator-initiated RCT of topiramate in 61 obese individuals with BED, the objective of the present study is (i) to develop a quantitative disease-drug-trial framework to inform future BED clinical trial designs, and (ii) to determine the optimal topiramate dose to achieve therapeutic efficacy. Disease-drug-trial models were developed separately for the two efficacy measures, namely, longitudinal normalized weekly binge-eating episode frequency (BEF) and binge day frequency (BDF). Model building consisted of (i) developing a placebo effect model that describes response from the placebo group, (ii) adding a drug effect to the placebo model to describe dose-response relationships, and (iii) developing a parametric time to event model to characterize patient dropout patterns. The placebo effect on normalized BEF and BDF over time demonstrated a maximum decrease of ~ 57% by 5 weeks. Participants had a higher dropout probability if no weight loss occurred during the trial period. The identified dose-response relationship demonstrated a daily dose of 125 mg was needed to exhibit a marked reduction in weekly BEF. The developed comprehensive disease-drug-trial model will be utilized to simulate different clinical trial designs to increase the success for future BED drug development programs.


Assuntos
Transtorno da Compulsão Alimentar/tratamento farmacológico , Desenvolvimento de Medicamentos/métodos , Modelos Psicológicos , Projetos de Pesquisa , Topiramato/administração & dosagem , Adulto , Transtorno da Compulsão Alimentar/complicações , Transtorno da Compulsão Alimentar/diagnóstico , Transtorno da Compulsão Alimentar/psicologia , Relação Dose-Resposta a Droga , Método Duplo-Cego , Humanos , Estudos Longitudinais , Modelos Estatísticos , Obesidade/tratamento farmacológico , Obesidade/etiologia , Uso Off-Label , Pacientes Desistentes do Tratamento/psicologia , Pacientes Desistentes do Tratamento/estatística & dados numéricos , Efeito Placebo , Placebos/administração & dosagem , Placebos/efeitos adversos , Ensaios Clínicos Controlados Aleatórios como Assunto/estatística & dados numéricos , Índice de Gravidade de Doença , Topiramato/efeitos adversos , Resultado do Tratamento
14.
Artigo em Inglês | MEDLINE | ID: mdl-31871076

RESUMO

The percentage of the time that the free drug concentration remains above a concentration threshold (%fT > concentration threshold) has frequently been identified to be the optimal pharmacokinetic (PK)-pharmacodynamic (PD) target of interest for tazobactam using in vitro infection models. Similar in vitro models suggested that an 85% fT > concentration threshold of 2 µg/ml for tazobactam is required to demonstrate a 2-log10-unit decrease in the number of CFU per milliliter from that at the baseline at 24 h for high-level ß-lactamase-producing Escherichia coli strains. The objective of this study was to characterize the tazobactam concentrations in a cohort of critically ill patients with Gram-negative bacterial infections, determine if traditional dosing regimens achieve a prespecified PK/PD target of an 80% fT > concentration threshold of 2 µg/ml, and propose alternative dosing regimens. Hospitalized critically ill adult patients receiving piperacillin-tazobactam (TZP) for a culture-positive Gram-negative bacterial infection were eligible to consent for study inclusion. Two blood samples were drawn, one during the midpoint of the dosing interval and one at the time of the trough concentration once the patient achieved PK steady state. A population PK model was developed using Phoenix NLME (v8.1) software to characterize the observed concentration-time profile of tazobactam, explore potential covariates to explain the variability in the clearance and volume parameters, and to simulate potential dosing regimens that would achieve the PK/PD target. The PK of tazobactam were adequately described by a one-compartment model with first-order elimination in 18 patients who provided consent. The final model incorporated creatinine clearance as a covariate on clearance. Simulations demonstrated target attainments of less than 50% for tazobactam using traditional dosing regimens (4/0.5 g over 30 min every 6 h). Target attainments of greater than 75% were achieved when using extended infusion times of 4 to 6 h or when administering TZP as a continuous infusion (16/2 g over 24 h). Traditional tazobactam dosing regimens fail to achieve conservative PK/PD targets in critically ill patients. Increases in the tazobactam dose or prolongation of the infusion rate may be warranted to achieve activity against ß-lactamase-producing Gram-negative bacteria.


Assuntos
Estado Terminal , Tazobactam/sangue , Tazobactam/farmacocinética , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Combinação Piperacilina e Tazobactam/sangue , Combinação Piperacilina e Tazobactam/farmacocinética , Estudos Prospectivos , Inibidores de beta-Lactamases/sangue , Inibidores de beta-Lactamases/farmacocinética
15.
Neuropsychiatr Dis Treat ; 15: 2365-2370, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31692521

RESUMO

Although clozapine has demonstrated superior efficacy in patients with schizophrenia and other serious mental health illness, drug utilization rates are significantly low due to safety concerns and administration challenges. Previous research indicates that current barriers to clozapine use include lack of confidence and knowledge by prescriber, therapeutic monitoring requirements, lack of support and infrastructure to for adequate monitoring and patient adherence, and inadequate understanding of clozapine's benefit-risk profile by policy makers and payers. One potential solution to optimizing clozapine therapy and improving clinical outcomes is the use of point-of-care testing (POCT) devices. Although the drug development process for currently used therapeutics is widely acknowledged, little is known regarding the development of POCT devices by the clinical community. The aim of this review is to provide a summary of the regulatory approval process and current availability of POCT devices for monitoring clozapine therapeutics. The potential role of POCT devices in clinical trials to inform personalized dosing strategies and improve patient outcomes will also be discussed.

16.
Clin Pharmacol Ther ; 106(5): 1046-1055, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31069784

RESUMO

Early-onset schizophrenia, or "adolescent schizophrenia," has a global incidence ranging up to 4% of all schizophrenia cases. Clinical data from antipsychotic programs were collected from new drug applications submitted to the US Food and Drug administration from 1993 to 2015. A placebo response-dropout model was developed to describe the time course of total positive and negative syndrome scale (PANSS) scores in adults and adolescents. The final model in both populations suggested that patients with higher baseline scores exhibited a greater absolute reduction from baseline. Higher baseline total PANSS, enrollment in US trials, and increases or small improvements in total PANSS were found to be predictors of dropout in both populations. Simulated adolescent data using the final adult placebo response model resembled the observed adolescent data. By confirming similar changes in disease symptomology during an acute exacerbation, efficient regulatory pathways for adolescents can be facilitated by using the extrapolation paradigm.


Assuntos
Antipsicóticos/uso terapêutico , Ensaios Clínicos como Assunto/organização & administração , Modelos Teóricos , Esquizofrenia/tratamento farmacológico , Adolescente , Adulto , Idade de Início , Idoso , Criança , Ensaios Clínicos como Assunto/normas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Uso Off-Label , Efeito Placebo , Fatores de Tempo , Estados Unidos , United States Food and Drug Administration , Adulto Jovem
17.
Biomed Chromatogr ; 32(8): e4257, 2018 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-29633294

RESUMO

Limited clinical data exists on the effects of continuous renal replacement therapy (CRRT) on drug pharmacokinetics. A high-performance liquid chromatography with ultraviolet detection method was developed and validated to determine levetiracetam concentrations in human plasma and CRRT effluent samples. Five hundred microliters of human plasma and 250 µL effluent samples were used to quantify levetiracetam. Plasma samples were purified by protein precipitation, evaporated under nitrogen gas at room temperature and reconstituted in 50 mm potassium dihydrogen phosphate buffer (pH of 4.5). Reverse-phase chromatographic separation was achieved within 20 min using a mobile phase eluting gradient of 50 mm potassium dihydrogen phosphate and acetonitrile. UV detection was set at 195 nm. The calibration curve was found to be linear over the range of 2-80µg/mL. Inter- and intra-day precisions were < 8% for both plasma and effluent samples. The accuracy was determined to be within -12-10% of nominal concentrations. The method was selective and sensitive with a lower limit of quantification of 2 µg/mL. Overall recovery of levetiracetam from plasma was ~100%. The validated assay was successfully applied in a pharmacokinetic study to determine potential dose adjustments in patients undergoing CRRT and receiving levetiracetam.


Assuntos
Cromatografia Líquida de Alta Pressão/métodos , Estado Terminal/terapia , Piracetam/análogos & derivados , Terapia de Substituição Renal , Espectrofotometria Ultravioleta/métodos , Estabilidade de Medicamentos , Humanos , Levetiracetam , Modelos Lineares , Piracetam/sangue , Piracetam/química , Piracetam/farmacocinética , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
18.
Pharmacotherapy ; 38(2): e17-e21, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-29160945

RESUMO

Lacosamide is a new-generation antiepileptic drug (AED) that is eliminated by both hepatic and renal mechanisms. Lacosamide elimination by continuous renal replacement therapy (CRRT) has never been studied. The objective of this case report was to describe lacosamide pharmacokinetics in the setting of CRRT. We describe a single patient admitted to the study center with status epilepticus and multiorgan failure. The patient required both continuous venovenous hemofiltration (CVVH) and several AEDs. He was receiving intravenous lacosamide 200 mg twice/day at steady state prior to sampling. Plasma lacosamide concentrations were derived using a validated high-performance liquid chromatography method. Parameters were calculated using Phoenix WinNonlin 7.1 software. The peak concentration at steady state was 7.7 mg/L, the trough concentration was 5.9 mg/L (goal 5-12 mg/L). The volume of distribution was 0.7 L/kg, the elimination half-life was 21 hours, and the sieving coefficient was 0.8 (± 0.06). Lacosamide was cleared by CVVH as demonstrated by the sieving coefficient, but plasma concentrations remained within goal range throughout the dosing interval. These results may suggest that lacosamide 200 mg twice/day is a useful dosing strategy for critically ill patients who require CVVH.


Assuntos
Anticonvulsivantes/sangue , Estado Terminal/terapia , Hemofiltração/tendências , Lacosamida/sangue , Anticonvulsivantes/farmacocinética , Anticonvulsivantes/uso terapêutico , Humanos , Lacosamida/farmacocinética , Lacosamida/uso terapêutico , Masculino , Pessoa de Meia-Idade , Estado Epiléptico/sangue , Estado Epiléptico/tratamento farmacológico
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA
...