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估计肾小球滤过率是心脏手术相关急性肾损伤的早期生物标志物。

Estimated glomerular filtration rate is an early biomarker of cardiac surgery-associated acute kidney injury.

作者信息

Candela-Toha Ángel, Pardo María Carmen, Pérez Teresa, Muriel Alfonso, Zamora Javier

机构信息

Servicio de Anestesia y Reanimación, Hospital Universitario Ramón y Cajal (IRYCIS) Consorcio FRA (CIFRA) , Madrid, España.

Departamento de Estadística e Investigación Operativa, Facultad de Matemáticas, Universidad Complutense de Madrid , Madrid, España.

出版信息

Nefrologia (Engl Ed). 2018 Nov-Dec;38(6):596-605. doi: 10.1016/j.nefro.2018.01.002.

Abstract

BACKGROUND

and objective Acute kidney injury (AKI) diagnosis is still based on serum creatinine and diuresis. However, increases in creatinine are typically delayed 48h or longer after injury. Our aim was to determine the utility of routine postoperative renal function blood tests, to predict AKI one or 2days in advance in a cohort of cardiac surgery patients.

PATIENTS AND METHODS

Using a prospective database, we selected a sample of patients who had undergone major cardiac surgery between January 2002 and December 2013. The ability of the parameters to predict AKI was based on Acute Kidney Injury Network serum creatinine criteria. A cohort of 3,962 cases was divided into 2groups of similar size, one being exploratory and the other a validation sample. The exploratory group was used to show primary objectives and the validation group to confirm results. The ability to predict AKI of several kidney function parameters measured in routine postoperative blood tests, was measured with time-dependent ROC curves. The primary endpoint was time from measurement to AKI diagnosis.

RESULTS

AKI developed in 610 (30.8%) and 623 (31.4%) patients in the exploratory and validation samples, respectively. Estimated glomerular filtration rate using the MDRD-4 equation showed the best AKI prediction capacity, with values for the AUC ROC curves between 0.700 and 0.946. We obtained different cut-off values for estimated glomerular filtration rate depending on the degree of AKI severity and on the time elapsed between surgery and parameter measurement. Results were confirmed in the validation sample.

CONCLUSIONS

Postoperative estimated glomerular filtration rate using the MDRD-4 equation showed good ability to predict AKI following cardiac surgery one or 2days in advance.

摘要

背景与目的

急性肾损伤(AKI)的诊断仍基于血清肌酐和尿量。然而,肌酐升高通常在损伤后48小时或更长时间才出现。我们的目的是确定术后常规肾功能血液检查的效用,以在一组心脏手术患者中提前1或2天预测AKI。

患者与方法

利用前瞻性数据库,我们选取了2002年1月至2013年12月期间接受重大心脏手术的患者样本。参数预测AKI的能力基于急性肾损伤网络血清肌酐标准。3962例病例被分为两组,规模相似,一组为探索性样本,另一组为验证样本。探索性样本用于展示主要目标,验证样本用于确认结果。通过时间依赖性ROC曲线测量术后常规血液检查中测量的几个肾功能参数预测AKI的能力。主要终点是从测量到AKI诊断的时间。

结果

探索性样本和验证样本中分别有610例(30.8%)和623例(31.4%)患者发生AKI。使用MDRD-4方程估算的肾小球滤过率显示出最佳的AKI预测能力,AUC ROC曲线值在0.700至0.946之间。根据AKI严重程度以及手术与参数测量之间的时间间隔,我们获得了不同的估算肾小球滤过率临界值。结果在验证样本中得到证实。

结论

使用MDRD-4方程进行术后估算肾小球滤过率显示出良好的能力,能够在心脏手术后提前1或2天预测AKI。

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