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胱抑素C能否提高Cockcroft和Gault肌酐清除率估算的准确性?

Does cystatin C improve the precision of Cockcroft and Gault's creatinine clearance estimation?

作者信息

Gabutti Luca, Ferrari Nicola, Mombelli Giorgio, Marone Claudio

机构信息

Division of Nephrology, Department of Internal Medicine, Carità Hospital, Locarno, Switzerland.

出版信息

J Nephrol. 2004 Sep-Oct;17(5):673-8.

Abstract

BACKGROUND

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).

METHODS

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.

RESULTS

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%).

CONCLUSIONS

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.

摘要

背景

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。

方法

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。

结果

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%)。

结论

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。

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