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对比增强CT后肾功能降低的概率:基于血清肌酐水平、患者年龄和估计肾小球滤过率的模型

Probability of reduced renal function after contrast-enhanced CT: a model based on serum creatinine level, patient age, and estimated glomerular filtration rate.

作者信息

Herts Brian R, Schneider Erika, Obuchowski Nancy, Poggio Emilio, Jain Anil, Baker Mark E

机构信息

Imaging Institute, Cleveland Clinic, 9500 Euclid Ave., Desk Hb6, Cleveland, OH 44195, USA.

出版信息

AJR Am J Roentgenol. 2009 Aug;193(2):494-500. doi: 10.2214/AJR.08.1908.

Abstract

OBJECTIVE

The objectives of our study were to develop a model to predict the probability of reduced renal function after outpatient contrast-enhanced CT (CECT)--based on patient age, sex, and race and on serum creatinine level before CT or directly based on estimated glomerular filtration rate (GFR) before CT--and to determine the relationship between patients with changes in creatinine level that characterize contrast-induced nephropathy and patients with reduced GFR after CECT.

MATERIALS AND METHODS

Of 5,187 outpatients who underwent CECT, 963 (18.6%) had serum creatinine levels obtained within 6 months before and 4 days after CECT. The estimated GFR was calculated before and after CT using the four-variable Modification of Diet in Renal Disease (MDRD) Study equation. Pre-CT serum creatinine level, age, race, sex, and pre-CT estimated GFR were tested using multiple-variable logistic regression models to determine the probability of having an estimated GFR of < 60 and < 45 mL/min/1.73 m(2) after CECT. Two thirds of the patients were used to create and one third to test the models. We also determined discordance between patients who met standard definitions of contrast-induced nephropathy and those with a reduced estimated GFR after CECT.

RESULTS

Significant (p < 0.002) predictors for a post-CT estimated GFR of < 60 mL/min/1.73 m(2) were age, race, sex, pre-CT serum creatinine level, and pre-CT estimated GFR. Sex, serum creatinine level, and pre-CT estimated GFR were significant factors (p < 0.001) for predicting a post-CT estimated GFR of < 45 mL/min/1.73 m(2). The probability is [exp(y) / (1 + exp(y))], where y = 6.21 - (0.10 x pre-CT estimated GFR) for an estimated GFR of < 60 mL/min/1.73 m(2), and y = 3.66 - (0.087 x pre-CT estimated GFR) for an estimated GFR of < 45 mL/min/1.73 m(2). A discrepancy between those who met contrast-induced nephropathy criteria by creatinine changes and those with a post-CT estimated GFR of < 60 mL/min/1.73 m(2) was detected in 208 of the 963 patients (21.6%).

CONCLUSION

The probability of a reduced estimated GFR after CECT can be predicted by the pre-CT estimated GFR using the four-variable MDRD equation. Furthermore, standard criteria for contrast-induced nephropathy are poor predictors of poor renal function after CECT. Criteria need to be established for what is an acceptable risk to manage patients undergoing CECT.

摘要

目的

我们研究的目的是开发一种模型,基于患者的年龄、性别、种族以及CT检查前的血清肌酐水平,或者直接基于CT检查前的估计肾小球滤过率(GFR),来预测门诊患者在进行对比增强CT(CECT)后肾功能降低的概率,并确定以对比剂肾病特征性肌酐水平变化的患者与CECT后GFR降低的患者之间的关系。

材料与方法

在5187例行CECT的门诊患者中,963例(18.6%)在CECT前6个月内及CECT后4天内检测了血清肌酐水平。使用四变量肾脏疾病饮食改良(MDRD)研究方程在CT检查前后计算估计的GFR。使用多变量逻辑回归模型对CT检查前的血清肌酐水平、年龄、种族、性别以及CT检查前估计的GFR进行测试,以确定CECT后估计GFR<60和<45 mL/min/1.73 m²的概率。三分之二的患者用于创建模型,三分之一用于测试模型。我们还确定了符合对比剂肾病标准定义的患者与CECT后估计GFR降低的患者之间的不一致性。

结果

CT检查后估计GFR<60 mL/min/1.73 m²的显著(p<0.002)预测因素为年龄、种族、性别、CT检查前血清肌酐水平以及CT检查前估计的GFR。性别、血清肌酐水平以及CT检查前估计的GFR是预测CT检查后估计GFR<45 mL/min/1.73 m²的显著因素(p<0.001)。概率为[exp(y)/(1 + exp(y))],其中对于估计GFR<60 mL/min/1.73 m²,y = 6.21 - (0.10×CT检查前估计的GFR);对于估计GFR<45 mL/min/1.73 m²,y = 3.66 - (0.087×CT检查前估计的GFR)。在963例患者中的208例(21.6%)中,检测到肌酐变化符合对比剂肾病标准的患者与CT检查后估计GFR<60 mL/min/1.73 m²的患者之间存在差异。

结论

使用四变量MDRD方程,通过CT检查前估计的GFR可以预测CECT后估计GFR降低的概率。此外,对比剂肾病的标准标准对于预测CECT后肾功能不佳的效果较差。需要为接受CECT的患者确定可接受风险的标准。

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