Hollow Fiber System & Experimental Therapeutics Laboratories, Praedicare Inc, Dallas, TX, USA.
Quantitative Preclinical and Clinical Sciences Department, Praedicare Inc, Dallas, TX, USA.
J Antimicrob Chemother. 2023 Apr 3;78(4):953-964. doi: 10.1093/jac/dkad029.
The hollow-fibre system model of tuberculosis (HFS-TB) has been endorsed by regulators; however, application of HFS-TB requires a thorough understanding of intra- and inter-team variability, statistical power and quality controls.
Three teams evaluated regimens matching those in the Rapid Evaluation of Moxifloxacin in Tuberculosis (REMoxTB) study, plus two high-dose rifampicin/pyrazinamide/moxifloxacin regimens, administered daily for up to 28 or 56 days against Mycobacterium tuberculosis (Mtb) under log-phase growth, intracellular growth or semidormant growth under acidic conditions. Target inoculum and pharmacokinetic parameters were pre-specified, and the accuracy and bias at achieving these calculated using percent coefficient of variation (%CV) at each sampling point and two-way analysis of variance (ANOVA).
A total of 10 530 individual drug concentrations, and 1026 individual cfu counts were measured. The accuracy in achieving intended inoculum was >98%, and >88% for pharmacokinetic exposures. The 95% CI for the bias crossed zero in all cases. ANOVA revealed that the team effect accounted for <1% of variation in log10 cfu/mL at each timepoint. The %CV in kill slopes for each regimen and different Mtb metabolic populations was 5.10% (95% CI: 3.36%-6.85%). All REMoxTB arms exhibited nearly identical kill slopes whereas high dose regimens were 33% faster. Sample size analysis revealed that at least three replicate HFS-TB units are needed to identify >20% difference in slope, with a power of >99%.
HFS-TB is a highly tractable tool for choosing combination regimens with little variability between teams, and between replicates.
中空纤维系统结核模型(HFS-TB)已得到监管机构的认可;然而,应用 HFS-TB 需要充分了解团队内部和团队之间的变异性、统计能力和质量控制。
三个团队评估了与快速评估莫西沙星治疗结核(REMoxTB)研究中相匹配的方案,以及两种高剂量利福平/吡嗪酰胺/莫西沙星方案,每天给药,持续 28 或 56 天,针对对数期生长、细胞内生长或酸性条件下半休眠生长的结核分枝杆菌(Mtb)。目标接种量和药代动力学参数预先指定,并使用每个采样点的变异系数(%CV)和双向方差分析(ANOVA)计算达到这些目标的准确性和偏差。
共测量了 10530 个药物浓度个体值和 1026 个菌落形成单位(cfu)个体值。达到预期接种量的准确性>98%,药代动力学暴露的准确性>88%。在所有情况下,95%置信区间(CI)的偏差均交叉为零。方差分析显示,在每个时间点,团队效应仅占对数 10cfu/mL 变异的<1%。每个方案和不同 Mtb 代谢群体的杀菌斜率的%CV 为 5.10%(95%CI:3.36%-6.85%)。所有 REMoxTB 组的杀菌斜率几乎相同,而高剂量方案快 33%。样本量分析显示,至少需要三个重复的 HFS-TB 单元来识别斜率差异>20%,且具有>99%的功率。
HFS-TB 是一种非常可行的工具,用于选择组合方案,团队之间和重复之间的变异性很小。