Sepúlveda P O, Mora X
Universidad del Desarrollo, Santiago de Chile, Chile.
Rev Esp Anestesiol Reanim. 2012 Dec;59(10):542-8. doi: 10.1016/j.redar.2012.07.019. Epub 2012 Oct 4.
The first order plasma-effect-site equilibration rate constant (k(e0)) links the pharmacokinetics (PK) and pharmacodynamics (PD) of a given drug. This constant, calculated for each specific PK drug model, allowed us to predict the course of the effect in a target controlled infusion (TCI). The PK-PD model of propofol, published by Schnider et al., calculated a k(e0) value of 0.456min(-1) and a corresponding time to peak effect (t peak) of 1.6min. The aim of this study was to reevaluate the k(e0) value for the predicted Schnider model of propofol, with data from a complete effect curve obtained by monitoring the bispectral index (BIS).
The study included 35 healthy adult patients (18-90 years) scheduled for elective surgery with standard monitoring and using the BIS XP(®) (Aspect), and who received a propofol infusion to reach a plasma target of 12 μg/ml in 4min. The infusion was then stopped, obtaining a complete effect curve when the patient woke up. The Anestfusor™ (University of Chile) software was used to control the infusion pumps, calculate the plasma concentration plotted by Schnider PK model, and to store the BIS data every second. Loss (LOC) and recovery (ROC) of consciousness was assessed and recorded. Using a traditional parametric method using the "k(e0) Objective function" of the PK-PD tools for Excel, the individual and population k(e0) was calculated. Predictive Smith tests (Pk) and Student t test were used for statistical analysis. A P<.05 indicated significance.
The evaluation included 21 male and 14 female patients (18 to 90 years). We obtained 1,001 (±182) EEG data and the corresponding calculated plasma concentration for each case. The population k(e0) obtained was 0.144min(-1) (SD±0.048), very different from the original model (P<.001). This value corresponds with a t peak of 2.45min. The predictive performance (Pk) for the new model was 0.9 (SD±0.03), but only 0.78 (SD±0.06) for the original (P<.001). With a baseline BIS of 95.8 (SD±2.34), the BIS at LOC was 77.48 (SD±9.6) and 74.65(SD±6.3) at ROC (P=.027). The calculated Ce in the original model at LOC and ROC were 5.9 (SD±1.35)/1.08 μg/ml (SD±0.32) (P<.001), respectively, and 2.3 (SD±0.63)/2.0 μg/ml (SD±0.65) (NS) for the new model. The values between LOC/ROC were significantly different between the 2 models (P<.001). No differences in k(e0) value were found between males and females, but in the new model the k(e0) was affected by age as a covariable (0.26-[age×0.0022]) (P<.05).
The dynamic relationship between propofol plasma concentrations predicted by Schnider's pharmacokinetic model and its hypnotic effect measured with BIS was better characterized with a smaller k(e0) value (slower t½k(e0)) than that present in the original model, with an age effect also not described before.
一级血浆-效应室平衡速率常数(k(e0))将特定药物的药代动力学(PK)和药效动力学(PD)联系起来。针对每种特定的PK药物模型计算得出的该常数,使我们能够预测靶控输注(TCI)中效应的进程。Schnider等人发表的丙泊酚PK-PD模型计算出k(e0)值为0.456min⁻¹,相应的达峰效应时间(t峰)为1.6分钟。本研究的目的是利用通过监测脑电双频指数(BIS)获得的完整效应曲线数据,重新评估丙泊酚预测Schnider模型的k(e0)值。
本研究纳入35例计划接受择期手术的健康成年患者(18 - 90岁),采用标准监测并使用BIS XP(®)(Aspect公司),患者接受丙泊酚输注,在4分钟内达到血浆靶浓度12μg/ml。然后停止输注,在患者苏醒时获得完整的效应曲线。使用Anestfusor™(智利大学)软件控制输注泵,计算Schnider PK模型绘制的血浆浓度,并每秒存储BIS数据。评估并记录意识丧失(LOC)和意识恢复(ROC)情况。使用用于Excel的PK-PD工具的“k(e0)目标函数”的传统参数方法计算个体和群体的k(e0)。采用预测性Smith检验(Pk)和Student t检验进行统计分析。P<0.05表示有显著性差异。
评估纳入21例男性和14例女性患者(18至90岁)。我们获得了1001(±182)条脑电图数据以及每个病例相应计算出的血浆浓度。获得的群体k(e0)为0.144min⁻¹(标准差±0.048),与原始模型差异很大(P<0.001)。该值对应的t峰为2.45分钟。新模型的预测性能(Pk)为0.9(标准差±0.03),而原始模型仅为0.78(标准差±0.06)(P<0.001)。基线BIS为95.8(标准差±2.34),LOC时的BIS为77.48(标准差±9.6),ROC时为74.65(标准差±6.3)(P = 0.027)。原始模型在LOC和ROC时计算出的Ce分别为5.9(标准差±1.35)/1.08μg/ml(标准差±0.32)(P<0.001),新模型分别为2.3(标准差±0.63)/2.0μg/ml(标准差±0.65)(无显著性差异)。两种模型在LOC/ROC之间的值有显著差异(P<0.001)。男性和女性之间未发现k(e0)值有差异,但在新模型中,k(e0)受年龄作为协变量的影响(0.26 - [年龄×0.0022])(P<0.05)。
与原始模型相比,用较小的k(e0)值(较慢的t½k(e0))能更好地描述Schnider药代动力学模型预测的丙泊酚血浆浓度与其用BIS测量的催眠效应之间的动态关系,且年龄效应也是之前未描述过的。