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用贝叶斯方法对日本血吸虫感染两种检测方法进行评价

Evaluation of Two Tests for Detecting Schistosoma Japonicum Infection Using a Bayesian Approach

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【作者】 王显红周晓农李远林吕山李兰花贾铁武陈绍荣杨忠方文陈凤

【Author】 Wang Xianhong,Zhou Xiaonong,Li Yuanlin,et al.National Institute of Parasitic Diseases,Chinese Center for Disease Control and Prevention(200025),Shanghai

【机构】 中国疾病预防控制中心寄生虫病预防控制所云南省大理州血吸虫病防治研究所云南省大理州血吸虫病防治研究所 (200025)(200025)(671000)

【摘要】 目的探讨估计日本血吸虫感染两种检测方法(ELISA和Kato-Katz)在现场应用时的灵敏度和特异度的新方法。方法采用贝叶斯(Bayes)统计方法,利用2005年云南省洱源县现场调查资料,对两种方法在流行区和非流行区应用时的检测效果分别进行了评价。结果在流行区,ELISA灵敏度较高(0.913,中位数,下同)而特异度较低(0.584),Kato-Katz法灵敏度低(0.148)而特异度很高(0.994);在非流行区,ELISA灵敏度为0.766,特异度为0.908,Kato-Katz法灵敏度和特异度与其在流行区的相似。结论在无金标准的情况下,Bayes方法能够对检测方法做出科学的评价。

【Abstract】 Objective To explore a novel approach to estimate the sensitivities and specificities of two tests,i.e.,ELISA and Kato-Katz,for detecting schistosoma japonicum infection when used in the field.Methods A Bayesian approach was employed to evaluate the characteristics of the two tests when used in endemic and non-endemic areas,respectively,based on the data from the field investigation in Eryuan county of Yunnan province,2005.Results In endemic areas,a high sensitivity with the median of 0.913 and a low specificity with the median of 0.584 preserited in ELISA,and a low sensitivity with the median of 0.148 along with a very high specificity(0.994)appeared in Kato-Katz.In non-endemic areas,a moderate sensitivity of 0.766 with a high specmcity(0.908)was showed in ELISA,and the sensitivity and specificity of Kato-Katz was similar to that in endemic areas,respectively.Conclusion The Bayesian approach can evaluate the test pmpenies appropriately when there is no go1d standard.

【基金】 国家自然科学基金重大项目(编号30590373);联合国儿童基金会/联合国开发署/世界银行/世界卫生组织热带病研究与培训特别规划署资助项目(TDRA30298)
  • 【文献出处】 中国卫生统计 ,Chinese Journal of Health Statistics , 编辑部邮箱 ,2007年04期
  • 【分类号】R181.3
  • 【被引频次】12
  • 【下载频次】232
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