Department of Mathematical Sciences, Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden.
Department of Clinical Chemistry, Sahlgrenska University Hospital, Gothenburg, Sweden.
Clin Chem. 2022 Sep 1;68(9):1211-1218. doi: 10.1093/clinchem/hvac098.
Few studies are available on how to optimize time points for sampling and how to estimate effects of analytical uncertainty when glomerular filtration rate (GFR) is calculated.
We explored the underlying regression mathematics of how analytical variation of a kidney filtration marker affects 1-compartment, slope-and-intercept GFR calculations, using 2 or 3 time points following a bolus injection, and used this to examine the results from 731 routine 3-point iohexol plasma clearance measurements.
GFR calculations inflated analytical uncertainty if the time points were taken too late after the bolus injection and too close after each other. The uncertainty in GFR calculation was, however, the same as the analytical uncertainty if optimal time points were used. The middle of the 3 samples was of little value. The first sample should be taken as early as possible after the distribution phase. Sampling before the patient specific half-life of the kidney filtration marker resulted in an exponential error inflation whereas no error inflation was seen when sampling occurred later than 2 half-lives. Theoretical GFR uncertainty could be lowered 2.6-fold if individually optimized time points for sampling had been used in our 731 clearance measurements. Using Taylor expansions to approximate the moments of transformed random variables, the uncertainty of an individual GFR measurement could be calculated in a simple enough way to be applicable by laboratory software.
We provide a theoretical foundation to select patient-optimal time points that may both limit errors and allow calculation of GFR uncertainty.
关于如何优化采样时间点以及如何估计分析不确定性对肾小球滤过率(GFR)计算的影响,相关研究较少。
我们使用 2 或 3 个时间点来探索分析性肾脏滤过标志物变异如何影响单室斜率截距 GFR 计算的基本回归数学,这些时间点是在推注后,并且彼此之间的时间间隔过近或过远。我们使用此方法来检验 731 例常规碘海醇血浆清除率 3 点测量的结果。
如果时间点在推注后太晚或彼此之间太近,GFR 计算会使分析不确定性膨胀。但是,如果使用最佳时间点,则 GFR 计算的不确定性与分析不确定性相同。3 个样本的中间值几乎没有价值。第一份样本应在分布阶段后尽早采集。在患者特有的肾脏滤过标志物半衰期之前进行采样会导致指数误差膨胀,而在采样时间晚于 2 个半衰期时则不会出现误差膨胀。如果在我们的 731 次清除测量中使用单独优化的采样时间点,则可以将理论 GFR 不确定性降低 2.6 倍。使用泰勒展开式近似转换随机变量的矩,可以以足够简单的方式计算单个 GFR 测量的不确定性,以便实验室软件应用。
我们提供了选择患者最佳时间点的理论基础,这些时间点既可以限制误差,又可以计算 GFR 不确定性。