Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Albinusdreef 2, 2333ZA, Leiden, the Netherlands.
Department of Internal Medicine (Nephrology), Leiden University Medical Center, Leiden, the Netherlands.
Clin Pharmacokinet. 2021 Sep;60(9):1201-1215. doi: 10.1007/s40262-021-00998-z. Epub 2021 Apr 17.
Iohexol plasma clearance-based glomerular filtration rate (GFR) determination provides an accurate method for renal function evaluation. This technique is increasingly advocated for clinical situations that dictate highly accurate renal function assessment, as an alternative to conventional serum creatinine-based methods with limited accuracy or poor feasibility. In the renal transplantation setting, this particularly applies to living renal transplant donor eligibility screening, renal transplant function monitoring and research purposes. The dependency of current iohexol GFR estimation techniques on extensive sampling, however, has limited its clinical application. We developed a population pharmacokinetic model and limited sampling schedules, implemented in the online InsightRX precision dosing platform, to facilitate pragmatic iohexol GFR assessment.
Iohexol concentrations (n = 587) drawn 5 min to 4 h after administration were available from 67 renal transplant recipients and 41 living renal transplant donor candidates with measured iohexol GFRs of 27-117 mL/min/1.73 m. These were split into a model development (n = 72) cohort and an internal validation (n = 36) cohort. External validation was performed with 1040 iohexol concentrations from 268 renal transplant recipients drawn between 5 min and 4 h after administration, and extended iohexol curves up to 24 h from 11 random patients with impaired renal function. Limited sampling schedules based on one to four blood draws within 4 h after iohexol administration were evaluated in terms of bias and imprecision, using the mean relative prediction error and mean absolute relative prediction error. The total deviation index and percentage of limited sampling schedule-based GFR predictions within ± 10% of those of the full model (P) were assessed to aid interpretation.
Iohexol pharmacokinetics was best described with a two-compartmental first-order elimination model, allometrically scaled to fat-free mass, with patient type as a covariate on clearance and the central distribution volume. Model validity was confirmed during the internal and external validation. Various limited sampling schedules based on three to four blood draws within 4 h showed excellent predictive performance (mean relative prediction error < ± 0.5%, mean absolute relative prediction error < 3.5%, total deviation index < 5.5%, P > 97%). The best limited sampling schedules based on three to four blood draws within 3 h showed reduced predictive performance (mean relative prediction error < ± 0.75%, mean absolute relative prediction error < 5.5%, total deviation index < 9.5%, P ≥ 85%), but may be considered for their enhanced clinical feasibility when deemed justified.
Our online pharmacometric tool provides an accurate, pragmatic, and ready-to-use technique for measured GFR-based renal function evaluation for clinical situations where conventional methods lack accuracy or show limited feasibility. Additional adaptation and validation of our model and limited sampling schedules for renal transplant recipients with GFRs below 30 mL/min is warranted before considering this technique in these patients.
基于碘海醇血浆清除率的肾小球滤过率(GFR)测定提供了一种准确的肾功能评估方法。该技术越来越多地被用于需要高度准确的肾功能评估的临床情况,可替代准确性有限或可行性较差的传统基于血清肌酐的方法。在肾移植环境中,这尤其适用于活体肾移植供者的资格筛选、肾移植功能监测和研究目的。然而,目前基于碘海醇的 GFR 估计技术对广泛采样的依赖性限制了其临床应用。我们开发了一种群体药代动力学模型和有限的采样方案,并将其实施在在线 InsightRX 精准给药平台中,以促进实用的碘海醇 GFR 评估。
从 67 名肾移植受者和 41 名活体肾移植供者候选者中获得了给药后 5 分钟至 4 小时采集的碘海醇浓度(n=587),这些患者的碘海醇 GFR 为 27-117 mL/min/1.73 m2。这些数据被分为模型开发(n=72)队列和内部验证(n=36)队列。对来自 268 名肾移植受者的 1040 个碘海醇浓度进行了外部验证,这些浓度在给药后 5 分钟至 4 小时内采集,对 11 名肾功能受损的随机患者进行了长达 24 小时的扩展碘海醇曲线采集。基于给药后 4 小时内采集 1 到 4 次血样的有限采样方案,从偏倚和不精密度两个方面进行了评估,使用平均相对预测误差和平均绝对相对预测误差。为了便于解释,评估了总偏差指数和基于有限采样方案的 GFR 预测值在全模型(P)的±10%范围内的百分比。
碘海醇药代动力学最好用两室一阶消除模型描述,根据无脂肪质量进行了比例缩放,并将患者类型作为清除率的协变量和中央分布容积。在内部和外部验证中都证实了模型的有效性。基于 3 到 4 次在 4 小时内采集的血样的各种有限采样方案显示出良好的预测性能(平均相对预测误差<±0.5%,平均绝对相对预测误差<3.5%,总偏差指数<5.5%,P>97%)。基于 3 到 4 次在 3 小时内采集的血样的最佳有限采样方案显示出降低的预测性能(平均相对预测误差<±0.75%,平均绝对相对预测误差<5.5%,总偏差指数<9.5%,P≥85%),但当认为合理时,也可以考虑用于其增强的临床可行性。
我们的在线药代动力学工具为基于测量的 GFR 的肾功能评估提供了一种准确、实用和易于使用的技术,适用于传统方法准确性有限或可行性较差的临床情况。在考虑将该技术用于 GFR<30 mL/min 的肾移植受者之前,有必要对我们的模型和有限采样方案进行进一步的适应性和验证。