Kimberly S Collins, Blessed W Aruldhas, Ingrid F Metzger, Jessica B L Lu, Michael A Heathman, Sara K Quinney, Zeruesenay Desta
{"title":"以咪达唑仑为探针的人群药代动力学方法了解依非韦伦对健康志愿者CYP3A活性的影响。","authors":"Kimberly S Collins, Blessed W Aruldhas, Ingrid F Metzger, Jessica B L Lu, Michael A Heathman, Sara K Quinney, Zeruesenay Desta","doi":"10.1002/psp4.70116","DOIUrl":null,"url":null,"abstract":"<p><p>Efavirenz induces and inhibits multiple drug-metabolizing enzymes, contributing to significant drug-drug interactions. This study quantified the impact of multiple doses of efavirenz on CYP3A activity via midazolam metabolism using a population pharmacokinetic approach. Healthy volunteers received 1 mg midazolam orally in two sessions: first with a single 600 mg efavirenz dose and then after chronic efavirenz dosing (600 mg/day for 17 days). Midazolam and 1'-hydroxymidazolam were quantified via LC-MS/MS, and CYP2B6, CYP3A4, and CYP3A5 genotypes were assessed using TaqMan assays. Seventy-two volunteers (n = 72) completed sampling after the initial dose, and 58 completed both occasions. Non-linear mixed effects modeling was performed using the stochastic approximation expectation maximization estimation method in NONMEM. The base pharmacokinetic model employed was a two-compartment model with first-order absorption and first-order elimination, incorporating proportional error terms for midazolam and 1'-hydroxymidazolam. Covariate analysis utilized a full model approach to assess the impact of CYP3A4 and CYP3A5 genotypes, self-reported sex, and multiple doses of efavirenz as covariates affecting the formation clearance of 1-OH midazolam. CYP3A5 expressors exhibited a 1.27-fold increase in midazolam clearance compared to non-expressors, while CYP3A4 intermediate metabolizers showed a 0.94-fold decrease relative to normal metabolizers. Clearance was also 1.30-fold higher in females compared to males. Multiple doses of efavirenz increased midazolam clearance by 1.92-fold (95% CI 1.65-2.28) after accounting for inter-individual variability caused by other covariates. Furthermore, K<sub>a</sub> and bioavailability (F) increased with repeated efavirenz exposure. In conclusion, this population pharmacokinetic analysis effectively quantified the specific induction effect of multiple doses of efavirenz on CYP3A compared to a single dose of efavirenz. Trial Registration: ClinicalTrials.gov identifier: NCT00668395.</p>","PeriodicalId":10774,"journal":{"name":"CPT: Pharmacometrics & Systems Pharmacology","volume":" ","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Population Pharmacokinetic Approach to Understand the Effect of Efavirenz on CYP3A Activity in Healthy Volunteers Using Midazolam as a Probe.\",\"authors\":\"Kimberly S Collins, Blessed W Aruldhas, Ingrid F Metzger, Jessica B L Lu, Michael A Heathman, Sara K Quinney, Zeruesenay Desta\",\"doi\":\"10.1002/psp4.70116\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Efavirenz induces and inhibits multiple drug-metabolizing enzymes, contributing to significant drug-drug interactions. This study quantified the impact of multiple doses of efavirenz on CYP3A activity via midazolam metabolism using a population pharmacokinetic approach. Healthy volunteers received 1 mg midazolam orally in two sessions: first with a single 600 mg efavirenz dose and then after chronic efavirenz dosing (600 mg/day for 17 days). Midazolam and 1'-hydroxymidazolam were quantified via LC-MS/MS, and CYP2B6, CYP3A4, and CYP3A5 genotypes were assessed using TaqMan assays. Seventy-two volunteers (n = 72) completed sampling after the initial dose, and 58 completed both occasions. Non-linear mixed effects modeling was performed using the stochastic approximation expectation maximization estimation method in NONMEM. The base pharmacokinetic model employed was a two-compartment model with first-order absorption and first-order elimination, incorporating proportional error terms for midazolam and 1'-hydroxymidazolam. Covariate analysis utilized a full model approach to assess the impact of CYP3A4 and CYP3A5 genotypes, self-reported sex, and multiple doses of efavirenz as covariates affecting the formation clearance of 1-OH midazolam. CYP3A5 expressors exhibited a 1.27-fold increase in midazolam clearance compared to non-expressors, while CYP3A4 intermediate metabolizers showed a 0.94-fold decrease relative to normal metabolizers. Clearance was also 1.30-fold higher in females compared to males. Multiple doses of efavirenz increased midazolam clearance by 1.92-fold (95% CI 1.65-2.28) after accounting for inter-individual variability caused by other covariates. Furthermore, K<sub>a</sub> and bioavailability (F) increased with repeated efavirenz exposure. In conclusion, this population pharmacokinetic analysis effectively quantified the specific induction effect of multiple doses of efavirenz on CYP3A compared to a single dose of efavirenz. 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引用次数: 0
摘要
Efavirenz诱导和抑制多种药物代谢酶,导致显著的药物相互作用。本研究使用群体药代动力学方法量化了多剂量依非韦伦通过咪达唑仑代谢对CYP3A活性的影响。健康志愿者分两次口服1mg咪达唑仑:第一次服用600mg伊法韦伦,然后服用慢性伊法韦伦(600mg /天,连续17天)。采用LC-MS/MS定量咪达唑仑和1′-羟咪达唑仑,采用TaqMan检测CYP2B6、CYP3A4和CYP3A5基因型。72名志愿者(n = 72)在初始剂量后完成了采样,58名志愿者在两种情况下都完成了采样。采用随机逼近期望最大化估计方法对非线性混合效应进行建模。采用的基础药代动力学模型为一阶吸收和一阶消除的双室模型,并纳入咪达唑仑和1′-羟咪达唑仑的比例误差项。协变量分析采用全模型方法评估CYP3A4和CYP3A5基因型、自我报告的性别和多剂量依非韦伦作为影响1-OH咪达唑仑形成清除的协变量的影响。与非表达者相比,CYP3A5表达者对咪达唑仑的清除率增加了1.27倍,而CYP3A4中间代谢物相对于正常代谢物减少了0.94倍。女性的清除率也比男性高1.30倍。考虑到其他协变量引起的个体间差异,多剂量的依非韦伦使咪达唑仑清除率增加了1.92倍(95% CI 1.65-2.28)。此外,Ka和生物利用度(F)随着反复暴露于依非韦伦而增加。总之,这个群体药代动力学分析有效地量化了多剂量依非韦伦对CYP3A的特异性诱导作用,而不是单剂量依非韦伦。试验注册:ClinicalTrials.gov标识符:NCT00668395。
A Population Pharmacokinetic Approach to Understand the Effect of Efavirenz on CYP3A Activity in Healthy Volunteers Using Midazolam as a Probe.
Efavirenz induces and inhibits multiple drug-metabolizing enzymes, contributing to significant drug-drug interactions. This study quantified the impact of multiple doses of efavirenz on CYP3A activity via midazolam metabolism using a population pharmacokinetic approach. Healthy volunteers received 1 mg midazolam orally in two sessions: first with a single 600 mg efavirenz dose and then after chronic efavirenz dosing (600 mg/day for 17 days). Midazolam and 1'-hydroxymidazolam were quantified via LC-MS/MS, and CYP2B6, CYP3A4, and CYP3A5 genotypes were assessed using TaqMan assays. Seventy-two volunteers (n = 72) completed sampling after the initial dose, and 58 completed both occasions. Non-linear mixed effects modeling was performed using the stochastic approximation expectation maximization estimation method in NONMEM. The base pharmacokinetic model employed was a two-compartment model with first-order absorption and first-order elimination, incorporating proportional error terms for midazolam and 1'-hydroxymidazolam. Covariate analysis utilized a full model approach to assess the impact of CYP3A4 and CYP3A5 genotypes, self-reported sex, and multiple doses of efavirenz as covariates affecting the formation clearance of 1-OH midazolam. CYP3A5 expressors exhibited a 1.27-fold increase in midazolam clearance compared to non-expressors, while CYP3A4 intermediate metabolizers showed a 0.94-fold decrease relative to normal metabolizers. Clearance was also 1.30-fold higher in females compared to males. Multiple doses of efavirenz increased midazolam clearance by 1.92-fold (95% CI 1.65-2.28) after accounting for inter-individual variability caused by other covariates. Furthermore, Ka and bioavailability (F) increased with repeated efavirenz exposure. In conclusion, this population pharmacokinetic analysis effectively quantified the specific induction effect of multiple doses of efavirenz on CYP3A compared to a single dose of efavirenz. Trial Registration: ClinicalTrials.gov identifier: NCT00668395.