AKR1B10联合GPC-3在肝细胞癌免疫组化诊断中的应用
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国家自然科学基金(30921006,81072026),上海市科委重点项目(10411951000).


Application of AKR1B10 combined with GPC-3 in immunohistochemical diagnosis of hepatocellular carcinoma
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Supported by National Natural Science Foundation of China (30921006,81072026), and the Key Project of Shanghai Science and Technology Committee (10411951000).

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    摘要:

    目的 探讨AKR1B10和GPC-3联合应用对提高肝细胞癌(HCC)免疫组化诊断敏感性和特异性的价值。方法 制备75例HCC组织芯片作为训练集,进行AKR1B10和GPC-3免疫组化检测,建立Logistic回归诊断模型,以此构建ROC曲线(受试者工作特征曲线),利用其曲线下面积(AUC)对单个指标和联合指标的敏感性和特异性进行评估。将Logistic回归诊断模型用于200例HCC的测试集中,检测其有效性。 结果 训练集中,AKR1B10和GPC-3的AUC分别为0.773和0.800,联合诊断后的AUC提高至0.931;AKR1B10和GPC-3的敏感性分别为56%和61.3%,特异性均为98.7%,两者联合后的敏感性提高至88.0%,特异性为97.3%。测试集中,AKR1B10联合GPC-3对HCC诊断的敏感性和特异性分别为97.0%和96.5%。结论 AKR1B10联合GPC-3明显提高HCC免疫组化诊断的敏感性和特异性,可在常规病理检查中合理组合使用。

    Abstract:

    Objective To explore the value of AKR1B10 combined with GPC-3 in improving the sensitivity and specificity of immunohistochemical diagnosis of hepatocellular carcinoma (HCC). Methods The microarray including 75 HCC and adjacent tissues was subjected to immunohistochemistry detection of AKR1B10 and GPC-3 expression. A Logistic regression diagnostic model was established using the results of tissue microarray (training group). The ROC curves (the receiver-operating characteristic curve) and area under the curve (AUC) were used to evaluate the sensitivity and specificity of AKR1B10, GPC-3 or their combination. The Logistic regression diagnostic model was validated with 200 HCC and adjacent tissues (testing group). Results For the training group, the AUC values of AKR1B10, GPC-3, and AKR1B10 combined with GPC-3 were 0.773, 0.800, and 0.931, respectively. The sensitivity of AKR1B10 and GPC-3 were 56% and 61.3%, respectively, and their specificity was both 98.7%. AKR1B10 combined with GPC-3 yielded a sensitivity of 88.0% and a specificity of 97.3%.For the testing group, sensitivity and specificity of AKR1B10 combined with GPC-3 were 97.0% and 96.5%, respectively. Conclusion AKR1B10 combined with GPC-3 can greatly improve the sensitivity and specificity of HCC immunohistochemical diagnosis, and it should be used when necessary in addition to the routine pathological assessment.

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  • 收稿日期:2012-05-02
  • 最后修改日期:2012-06-01
  • 录用日期:2012-06-14
  • 在线发布日期: 2012-06-21
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