Department of Clinical Pharmacy and Biochemistry, Institute of Pharmacy, Freie Universitaet Berlin, Berlin, Germany; Graduate Research Training Program PharMetrX, Berlin, Germany.
Integrated Research and Treatment Center (IFB), Adiposity Diseases, University of Leipzig, Leipzig, Germany; Department of Anaesthesiology and Intensive Care Medicine, University of Leipzig Medical Centre, Leipzig, Germany.
Eur J Pharm Sci. 2021 Feb 1;157:105607. doi: 10.1016/j.ejps.2020.105607. Epub 2020 Oct 22.
Target-site concentrations obtained via the catheter-based minimally invasive microdialysis technique often exhibit high variability. Catheter calibration is commonly performed via retrodialysis, in which a transformation factor, termed relative recovery (RR), is determined. Leveraging RR values from a rich data set of a very large clinical microdialysis study, promised to contribute critical insight into the origin of the reportedly high target-site variability. The present work aimed (i) to quantify and explain variability in RR associated with the patient (including non-obese vs. obese) and the catheter, and (ii) to derive recommendations on the design of future clinical microdialysis studies.
A prospective, age- and sex-matched parallel group, single-centre trial in non-obese and obese patients (BMI=18.7-86.9 kg/m) was performed. 1-3 RR values were obtained in the interstitial fluid of the subcutaneous fat tissue in one catheter per upper arm of 120 patients via the retrodialysis method (n=1008) for a panel of drugs (linezolid, meropenem, tigecycline, cefazolin, fosfomycin, piperacillin and acetaminophen). A linear mixed-effects model was developed to quantify the different types of variability in RR and to explore the association between RR and patient body size descriptors.
Estimated RR was highest for acetaminophen (69.7%, 95%CI=65.0% to 74.3%) and lowest for piperacillin (40.4%, 95%CI=34.6% to 46.0%). The linear mixed-effects modelling analysis showed that variability associated with the patient (σ=15.9%) was the largest contributor (46.7%) to overall variability, whereas the contribution of variability linked to the catheter (σ=5.55%) was ~1/6 (16.8%). The relative contribution of residual unexplained variability (σ=12.0%, including intracatheter variability) was ~1/3 (36.4%). The limits of agreement of repeated RR determinations in a single catheter ranged from 0.694-1.64-fold (linezolid) to 0.510-3.02-fold (cefazolin). Calculated fat mass affected RR, explaining the observed lower RR in obese (ΔRR= -29.7% relative reduction) versus non-obese patients (p<0.001); yet only 15.8% of interindividual variability was explained by this effect. No difference in RR was found between catheters implanted into the left or right arm (p=0.732).
Three recommendations for clinical microdialysis trial design were derived: 1) High interindividual variability underscored the necessity of measuring individual RR per patient. 2) The low relative contribution of intercatheter variability to overall variability indicated that measuring RR with a single catheter per patient is sufficient for reliable catheter calibration. 3) The wide limits of agreement from multiple RR in the same catheter implied an uncertainty of a factor of two in target-site drug concentration estimation necessitating to perform catheter calibration (retrodialysis sampling) multiple times per patient. To allow routine clinical use of microdialysis, research efforts should aim at further understanding and minimising the method-related variability. Optimised study designs in clinical trials will ultimately yield more informative microdialysis data and increase our understanding of this valuable sampling technique to derive target-site drug exposure.
通过基于导管的微创微透析技术获得的靶位浓度通常表现出高度的可变性。导管校准通常通过逆行透析进行,其中确定了一个称为相对回收率(RR)的转化因子。利用来自一项非常大型临床微透析研究的丰富数据集的 RR 值,有望深入了解据报道的靶位变异性的来源。本工作旨在(i)量化和解释与患者(包括非肥胖与肥胖)和导管相关的 RR 变异性,以及(ii)为未来的临床微透析研究设计提供建议。
在非肥胖和肥胖患者(BMI=18.7-86.9 kg/m)中进行了一项前瞻性、年龄和性别匹配的平行组、单中心试验。在 120 名患者的每个上臂的皮下脂肪组织的间质液中,通过逆行透析法(n=1008)获得了 1-3 个 RR 值,用于一组药物(利奈唑胺、美罗培南、替加环素、头孢唑林、磷霉素、哌拉西林和对乙酰氨基酚)。开发了一个线性混合效应模型来量化 RR 中的不同类型的变异性,并探索 RR 与患者身体大小描述符之间的关联。
对乙酰氨基酚的估计 RR 最高(69.7%,95%CI=65.0%至 74.3%),哌拉西林最低(40.4%,95%CI=34.6%至 46.0%)。线性混合效应模型分析表明,与患者相关的变异性(σ=15.9%)是总体变异性的最大贡献者(46.7%),而与导管相关的变异性(σ=5.55%)的贡献约为 1/6(16.8%)。剩余未解释的变异性(σ=12.0%,包括导管内变异性)的相对贡献约为 1/3(36.4%)。在单个导管中重复 RR 测定的一致性范围为 0.694-1.64 倍(利奈唑胺)至 0.510-3.02 倍(头孢唑林)。计算的脂肪量影响 RR,解释了肥胖患者观察到的较低 RR(ΔRR=-29.7%相对减少)与非肥胖患者(p<0.001);然而,这种效应仅解释了 15.8%的个体间变异性。左右臂植入的导管之间的 RR 没有差异(p=0.732)。
为临床微透析试验设计提出了三项建议:1)个体间的高度可变性突出了每个患者都需要测量个体 RR 的必要性。2)导管间变异性对总体变异性的相对贡献较低表明,每个患者使用单个导管测量 RR 就足以进行可靠的导管校准。3)同一导管中多次 RR 的宽一致性范围意味着靶位药物浓度估计的不确定性为两倍,因此需要对每个患者多次进行导管校准(逆行透析采样)。为了使微透析在临床中常规使用,研究工作应旨在进一步理解和最小化与方法相关的变异性。临床试验中的优化研究设计最终将产生更有信息的微透析数据,并增加我们对这种有价值的采样技术的理解,以获得靶位药物暴露。