Service de Pharmacologie Clinique, CHU Monastir/ Faculté de Médecine, Université de Monastir, Tunisia.
Service de Pharmacologie Clinique, CHU Monastir/ Faculté de Médecine, Université de Monastir, Tunisia.
Int J Infect Dis. 2021 Mar;104:562-567. doi: 10.1016/j.ijid.2021.01.033. Epub 2021 Jan 19.
To develop a pharmacokinetic model of isoniazid (INH) concentration taking into account demographic factors and genetic variables [N-acetyltransferase 2 (NAT2) genotype], and to propose an initial INH dosage that could maximize the probability of achieving the desired INH concentration.
A retrospective analysis was undertaken of INH concentration data collected from patients with tuberculosis in Tunisia.
In total, 118 patients were included in this study. The one-compartment model [volume of distribution (V), elimination rate (Ke)] was found to have good predictive performance. Multi-variate analysis showed that NAT2 affected both V and Ke significantly, but age, gender and weight did not. Internal validation of the final model showed correlation of 0.95 between individual predicted INH concentration 3 h after drug intake (C3) and observed C3. External validation showed that percentage mean absolute prediction error and percentage root mean squared error were 9.11% (range 0.62-35.8%) and 11.6%, respectively. Monte-Carlo simulation showed that doses of at least 225 mg/24 h and at least 450 mg/24 h attained a therapeutic concentration in >80% of patients in the NAT2 slow acetylator group and the NAT2 rapid/intermediate acetylator group, respectively.
The pharmacokinetic model allowed optimization of individual dosing regimens of INH in patients with tuberculosis in Tunisia. This tool may facilitate improved efficacy of INH and prevent its toxicity in this population.
建立异烟肼(INH)浓度的药代动力学模型,考虑人口统计学因素和遗传变量(N-乙酰转移酶 2(NAT2)基因型),并提出初始 INH 剂量,以最大程度地提高达到所需 INH 浓度的概率。
对突尼斯结核病患者的 INH 浓度数据进行回顾性分析。
本研究共纳入 118 例患者。单室模型[分布容积(V)、消除率(Ke)]具有良好的预测性能。多变量分析表明,NAT2 显著影响 V 和 Ke,但年龄、性别和体重无影响。最终模型的内部验证显示,个体摄入药物后 3 小时预测的 INH 浓度(C3)与观察到的 C3 之间的相关性为 0.95。外部验证显示,平均绝对预测误差百分比和均方根误差百分比分别为 9.11%(范围 0.62-35.8%)和 11.6%。蒙特卡罗模拟显示,NAT2 慢乙酰化酶组和 NAT2 快速/中间乙酰化酶组患者的 INH 剂量至少为 225 mg/24 h 和至少 450 mg/24 h,可使治疗浓度达到>80%的患者。
该药代动力学模型可优化突尼斯结核病患者的 INH 个体化给药方案。该工具可能有助于提高 INH 的疗效并预防其在该人群中的毒性。