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应用ROC曲线建立儿童外科感染预测模型的研究

Evaluation of children’s surgery infection prediction with C reactive protein by using ROC analysis

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【作者】 李波吴建国廖兵谢义民

【Author】 LI Bo1,WU Jian-guo2,LIAO Bing2,et al.(Chongqing Three Gorges Central Hospital Children’s Hospital Branch:1.Clinical Laboratory Department;2.Pediatric Surgery Department,Chongqing 404000,China)

【机构】 重庆三峡中心医院儿童分院检验科重庆三峡中心医院儿童分院儿外科

【摘要】 目的采用受试者操作特性曲线(ROC)评价C反应蛋白(CRP)对儿童外科感染的发生的预测价值。方法根据临床转归结果分组,对276名该院儿童外科患者分别逐日记录其住院期间的CRP、白细胞(WBC)水平及中性粒细胞比例(N%)进行ROC分析。结果各组患者感染比例由小到大依次为:未手术、Ⅰ类切口、Ⅱ类切口、Ⅲ类切口(P<0.01)。各组感染患者住院时间均长于无感染患者(P<0.01)。各组患者CRP、WBC拐点出现时间均在感染确诊前(P<0.01),中性粒细胞比例(N%)拐点时间与感染确诊时间无显著差异(P>0.05)。各组中感染组术后CRP的拐点值大于未感染组(P<0.01)。经ROC分析,术后CRP峰值达到32.7mg/dL以上的患儿存在较大的术后感染风险(P<0.01,预测敏感性为88.4%,特异性为94.4%)。并将ROC分析结果应用ACCESS数据库编程的方式,建立儿童术后感染的早期预测模型。结论术后CRP拐点值作为独立预测感染发生概率的指标较WBC及中性粒细胞比例有更高的敏感性和特异性,且CRP拐点出现时间早于后述两指标,使预测结果对于患者的及时救治有更积极的意义。数据编程的应用为模型的使用及大样本量数据的搜集提供了可能。

【Abstract】 Objective To evaluate the prediction of children surgery infection with C reactive protein by using ROC analysis.Methods C reactive protein (CRP),white blood cells (WBC) and neutrophils ratio (N%) were investigated daily in 276 children surgery patients during hospitalization period.ROC analysis was made basing on clinic outcomes.Results Infection incidences were lining up as non-surgery < type I incision < type II incision < type III incision (P<0.01).Hospitalization time was significantly longer in all infection groups than in correspondent non-infection groups (P<0.01),respectively.Inflection point of CRP and WBC appeared before infection was confirmed (P<0.01) in all groups,while the inflection point of N% not.The inflection point value was significantly higher in all infection groups than in correspondent non-infection groups (P<0.01),respectively.ROC analysis showed that children with CRP peak over 32.7 mg/dL after surgery had significantly higher infection risk (P<0.01,sensitivity 88.4%,specificity 94.4%).Conclusion Infection is a common complication of children surgery,and its incidence is associated with incision type.Hospitalization time will be prolonged once infection happens.It has higher sensitivity and specificity than either WBC or N% using the inflection point of CRP as an independent index of infection incidence.Moreover,as the inflection point of CRP appears earlier than both WBC and N%,children patients can be treated promptly after infection happens by using CRP to diagnose infection.

  • 【文献出处】 国际检验医学杂志 ,International Journal of Laboratory Medicine , 编辑部邮箱 ,2010年11期
  • 【分类号】R726.5
  • 【被引频次】6
  • 【下载频次】103
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