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结核性脑膜炎治疗期间的药物遗传学变异性及作用靶点达到的概率:一项基于生理学的药代动力学建模与模拟研究。

Pharmacogenetic variability and the probability of site of action target attainment during tuberculosis meningitis treatment: A physiologically based pharmacokinetic modeling and simulations study.

作者信息

Mehta Krina, Narayanan Navaneeth, Heysell Scott K, Bisson Gregory P, Subbian Selvakumar, Kurepina Natalia, Kreiswirth Barry N, Vinnard Christopher

机构信息

Leiden University, Leiden, the Netherlands.

Rutgers University, Ernest Mario School of Pharmacy, Piscataway, NJ, USA.

出版信息

Tuberculosis (Edinb). 2022 Dec;137:102271. doi: 10.1016/j.tube.2022.102271. Epub 2022 Oct 20.

DOI:10.1016/j.tube.2022.102271
PMID:36375279
Abstract

OBJECTIVE AND METHODS

Our objective was to investigate the role of patient pharmacogenetic variability in determining site of action target attainment during tuberculous meningitis (TBM) treatment. Rifampin and isoniazid PBPK model that included SLCO1B1 and NAT2 effects on exposures respectively were obtained from literature, modified, and validated using available cerebrospinal-fluid (CSF) concentrations. Population simulations of isoniazid and rifampin concentrations in brain interstitial fluid and probability of target attainment according to genotypes and M. tuberculosis MIC levels, under standard and intensified dosing, were conducted.

RESULTS

The rifampin and isoniazid model predicted steady-state drug concentration within brain interstitial fluid matched with the observed CSF concentrations. At MIC level of 0.25 mg/L, 57% and 23% of the patients with wild type and heterozygous SLCO1B1 genotype respectively attained the target in CNS with rifampin standard dosing, improving to 98% and 91% respectively with 35 mg/kg dosing. At MIC level of 0.25 mg/L, 33% of fast acetylators attained the target in CNS with isoniazid standard dosing, improving to 90% with 7.5 mg/kg dosing.

CONCLUSION

In this study, the combined effects of pharmacogenetic and M. tuberculosis MIC variability were potent determinants of target attainment in CNS. The potential for genotype-guided dosing during TBM treatment should be further explored in prospective clinical studies.

摘要

目的与方法

我们的目的是研究患者药物遗传学变异性在结核性脑膜炎(TBM)治疗期间确定作用靶点达成情况方面的作用。分别纳入SLCO1B1和NAT2对暴露影响的利福平与异烟肼生理药代动力学(PBPK)模型取自文献,进行修改,并使用可用的脑脊液(CSF)浓度进行验证。根据基因型和结核分枝杆菌最低抑菌浓度(MIC)水平,在标准剂量和强化剂量下,对脑间质液中异烟肼和利福平浓度以及靶点达成概率进行群体模拟。

结果

利福平和异烟肼模型预测的脑间质液稳态药物浓度与观察到的脑脊液浓度相符。在MIC水平为0.25mg/L时,野生型和杂合型SLCO1B1基因型患者分别有57%和23%在利福平标准剂量下在中枢神经系统达到靶点,在35mg/kg剂量下分别提高到98%和91%。在MIC水平为0.25mg/L时,33%的快乙酰化者在异烟肼标准剂量下在中枢神经系统达到靶点,在7.5mg/kg剂量下提高到90%。

结论

在本研究中,药物遗传学和结核分枝杆菌MIC变异性的联合作用是中枢神经系统靶点达成的有力决定因素。TBM治疗期间基因型指导给药的潜力应在前瞻性临床研究中进一步探索。

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