Nuventra Pharma Sciences, Durham, North Carolina, USA.
PAION UK Ltd., Cambridge, UK.
Clin Transl Sci. 2021 Jan;14(1):326-334. doi: 10.1111/cts.12875. Epub 2020 Oct 12.
Remimazolam is an ultra-short acting benzodiazepine under development for procedural sedation and general anesthesia. Population pharmacokinetic analysis (PopPK) was conducted for remimazolam with arterial and venous samples previously, but results were limited by arterial-venous concentration differences and inaccurate central volume of distribution (V1) estimates. A new model was developed to describe covariate effects after accounting for arterial-venous differences. Arterial and venous plasma concentration-time data from 11 clinical trials were pooled for PopPK. Data from two constant-rate infusion studies were used to account for venous-to-arterial (VtoA) ratio within residual error and to accurately estimate V1. V1 and VtoA ratio from the pilot model were applied to the full dataset, where the optimal fixed/random effects and covariates were assessed. VtoA ratio was described using a maximum effect (E ) model during infusion and as a constant postdose. V1 was estimated as 4.83 L for a 70 kg subject and interindividual variability (IIV) on V1 could only be estimated in studies with early concentrations. IIV on clearance was low (22.9%). Covariates included effects of sex on clearance (women 10% > men), and race on clearance and steady-state volume of distribution (African Americans 16% < other races). Arterial-venous concentration differences were best described using an E model during infusion with a constant ratio after infusion, resulting in low residual error (20.7%). There are no clinically relevant dose adjustments needed for any covariates based on pharmacokinetic differences.
瑞马唑仑是一种超短效苯二氮䓬类药物,正在开发用于程序镇静和全身麻醉。先前已经对瑞马唑仑进行了群体药代动力学分析(PopPK),但结果受到动脉-静脉浓度差异和中央分布容积(V1)估计不准确的限制。为了描述协变量的影响,开发了一种新的模型,该模型在考虑动脉-静脉差异后进行了调整。将 11 项临床试验的动脉和静脉血浆浓度-时间数据合并进行 PopPK。使用两项恒速输注研究的数据来解释残差内的静脉至动脉(VtoA)比值,并准确估计 V1。从先导模型中得出的 V1 和 VtoA 比值被应用于完整数据集,其中评估了最佳固定/随机效应和协变量。在输注过程中,VtoA 比值通过最大效应(E)模型进行描述,而在输注后则作为常数进行描述。V1 被估计为 70kg 受试者的 4.83L,并且仅在具有早期浓度的研究中才能估计 V1 的个体间变异性(IIV)。清除率的 IIV 较低(22.9%)。协变量包括性别对清除率的影响(女性 10%>男性),以及种族对清除率和稳态分布容积的影响(非裔美国人 16%<其他种族)。在输注过程中,动脉-静脉浓度差异最好通过 E 模型进行描述,输注后使用恒定比值,从而产生较低的残差(20.7%)。根据药代动力学差异,不需要针对任何协变量进行临床相关的剂量调整。