ROC曲线法评价简易无创模型预测乙型肝炎相关肝硬化  

Appraisement of simple non-invasive models for predicting hepatitis B related cirrhosis by ROC curve method

作　　者：张占卿[1] 曹婕[1] 陆伟[1] 史连国[1] 

机构地区：[1]复旦大学附属公共卫生临床中心肝病科,上海201508

出　　处：《胃肠病学和肝病学杂志》2009年第1期41-44,共4页Chinese Journal of Gastroenterology and Hepatology

基　　金：国家863计划生物和医药技术领域重大/重点项目基金(2006AA02A411)

摘　　要：目的评价简易无创模型AAR(AST-to-ALT ratio)、APRI(AST-to-platelet ratio index)、SPRI(spleen-to-platelet ratio index)、API(age-platelet index)、ASPRI(age-spleen-to-platelet ratio index)预测乙型肝炎相关肝硬化的临床价值。方法慢性乙型肝炎170例,其中病理诊断为非肝硬化138例,肝硬化32例。参照原始文献构建预测肝纤维化程度的简易无创模型。统计分析采用SPSS13.0软件。简易无创模型在非肝硬化与肝硬化患者之间的比较采用两独立样本t检验。简易无创模型预测肝硬化的评价采用ROC曲线法。结果肝硬化患者的平均AAR、SPRI、API、ASPRI显著大于非肝硬化患者(P=0.000、0.009、0.000、0.005),平均APRI相近于非肝硬化患者(P=0.223)。AAR、APRI、SPRI、API、ASPRI预测肝硬化的ROC曲线下面积为0.81、0.62、0.71、0.73、0.74,均显著大于诊断参考下面积(P=0.000、0.033、0.000、0.000、0.000)。结论AAR、APRI、SPRI、API、ASPRI均有预测乙型肝炎相关肝硬化的价值;其中,AAR的实践效能最大,APRI实践效能最小。Objective To appraise the clinical efficacy of simple non-invasive models of AST-to-ALT ratio （AAR）, AST-to-platelet ratio index （APRI）, spleen-to-platelet ratio index （SPRI）, age-platelet index （API）, age-spleen-to- platelet ratio index （ASPRI） for predicting hepatitis B related cirrhosis. Methods A total of 170 consecutive patients with chronic hepatitis B were retrospectively studied, in which 138 patients and 32 patients were diagnosed pathologically as non-cirrhosis and cirrhosis. The simple non-invasive models were calculated as described originally. SPSS 13.0 was used for statistical analyses. Independent samples t test was used for comparisons of the simple non-invasive models between patients with non-cirrhosis and cirrhosis. ROC curve was used for appraisement of simple non-invasive models to predict cirrhosis. Results The average AAR, SPRI, API, ASPR] in patients with cirrhosis were higher significantly than those in patients with non-cirrhosis （P = 0. 000, 0. 009, 0. 000, 0. 005 ） , but the average APRI in patients with cirrhosis was similar to that in patients with non-cirrhosis （P = 0. 223 ）. The areas under ROC curve of AAR, APRI, SPRI, API, ASPRI for predicting the cirrhosis were 0.81, 0.62, 0.71, 0.73, 0.74, respectively,which were larger than those under the diagnosis reference line （P = 0. 000, 0. 033,0. 000, 0. 000, 0. 000, respectively）. Conclusion All of the simple non-invasive models of AAR, APRI, SPRI, API, ASPRI can be used for predicting hepatitis B related cirrhosis ; thereinto, AAR has the most practical efficacy and APRI has the least practical efficacy for predicting hepatitis B related cirrhosis.

关 键 词：无创模型 肝硬化 乙型肝炎 ROC曲线 

分 类 号：R195[医药卫生—卫生统计学] R512.62[医药卫生—卫生事业管理]