Gabutti Luca, Ferrari Nicola, Mombelli Giorgio, Marone Claudio
Division of Nephrology, Department of Internal Medicine, Carità Hospital, Locarno, Switzerland.
J Nephrol. 2004 Sep-Oct;17(5):673-8.
Cystatin C is increasingly used to estimate renal function, but its large intraindividual variability limits its practical value. This study aimed at verifying whether the clinical practice of associating cystatin C determination with serum creatinine (Cr) improved the ability of the Cockcroft and Gault formula to estimate creatinine clearance (CrCl).
It was an observational cross-sectional study of 134 in-patients with mildly impaired renal function. Using the Hoek et al formula (glomerular filtration rate (GFR)/1.73m2 = - 4.32 + 80.35/cystatin C mg/L), multivariate linear regressions (LREG) and artificial neural networks (ANN), we integrated cystatin C in the Cockcroft and Gault formula and analyzed the potential superiority of this procedure by comparing its performance with that of the two algorithms taken separately.
The inclusion of cystatin C in the Cockcroft and Gault formula using the data of an LREG (CrCl = 0.371 x (Hoek et al) + 0.589 x Cockcroft and Gault), a simple mean between the two algorithms or ANN ameliorated the CrCl estimation precision allowing an absolute error reduction of approximately 4, 4 and 6%, respectively (relative values 12, 12 and 17%).
Although the combination of the Hoek et al and Cockcroft and Gault formulae using both linear and non-linear mathematical methods allowed a statistically significant reduction in the estimation error generated by Cockcroft and Gault, considering the small impact on the estimation precision and the large intraindividual variation of both cystatin C and Cr, this procedure probably has no clinical relevance.
胱抑素C越来越多地用于评估肾功能,但其个体内差异较大限制了其实际应用价值。本研究旨在验证将胱抑素C测定与血清肌酐(Cr)相结合的临床实践是否能提高Cockcroft和Gault公式估算肌酐清除率(CrCl)的能力。
这是一项对134例肾功能轻度受损住院患者的观察性横断面研究。我们使用Hoek等人的公式(肾小球滤过率(GFR)/1.73m² = - 4.32 + 80.35/胱抑素C mg/L)、多元线性回归(LREG)和人工神经网络(ANN),将胱抑素C纳入Cockcroft和Gault公式,并通过将其性能与单独使用的两种算法进行比较,分析该方法的潜在优势。
使用LREG数据(CrCl = 0.371×(Hoek等人的公式)+ 0.589×Cockcroft和Gault公式)将胱抑素C纳入Cockcroft和Gault公式,两种算法的简单均值或ANN改善了CrCl估算精度,绝对误差分别降低了约4%、4%和6%(相对值分别为12%、12%和17%)。
尽管使用线性和非线性数学方法将Hoek等人的公式与Cockcroft和Gault公式相结合,使Cockcroft和Gault公式产生的估算误差在统计学上有显著降低,但考虑到对估算精度的影响较小以及胱抑素C和Cr的个体内差异较大,该方法可能无临床意义。