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Evaluation of the diagnostic value of alpha-l-fucosidase, alpha-fetoprotein and thymidine kinase 1 with ROC and logistic regression for hepatocellular carcinoma

机译:ROC和logistic回归分析评价α-1-岩藻糖苷酶,α甲胎蛋白和胸苷激酶1对肝细胞癌的诊断价值

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The purpose of this study was to evaluate the diagnostic efficiency for hepatocellular carcinoma (HCC) with the combined analysis of alpha-l-fucosidase (AFU), alpha-fetoprotein (AFP) and thymidine kinase 1 (TK1). Serum levels of AFU, AFP and TK1 were measured in: 116 patients with HCC, 109 patients with benign hepatic diseases, and 104 normal subjects. The diagnostic value was analyzed using the logistic regression equation and receiver operating characteristic curves (ROC). Statistical distribution of the three tested tumor markers in every group was non-normally distributed (Kolmogorov-Sminov test, Z=0.156-0.517, P<0.001). The serum levels of AFP and TK1 in patients with HCC were significantly higher than those in patients with benign hepatic diseases (Mann-Whitney U test, Z=-8.570 to -5.943, all P<0.001). However, there was no statistically significant difference of AFU between these two groups (Mann-Whitney U test, Z=-1.820, P=0.069). The levels of AFU were significantly higher in patients with benign hepatic diseases than in normal subjects (Mann-Whitney U test, Z=-7.984, P<0.001). Receiver operating characteristic curves (ROC) in patients with HCC versus those without HCC indicated the optimal cut-off value was 40.80U/L for AFU, 10.86@mg/L for AFP and 1.92pmol/L for TK1, respectively. The area under ROC curve (AUC) was 0.718 for AFU, 0.832 for AFP, 0.773 for TK1 and 0.900 for the combination of the three tumor markers. The combination resulted in a higher Youden index and a sensitivity of 85.3%. The combined detection of serum AFU, AFP and TK1 could play a complementary role in the diagnosis of HCC, and could significantly improve the sensitivity for the diagnosis of HCC.
机译:这项研究的目的是通过对α-1-岩藻糖苷酶(AFU),α甲胎蛋白(AFP)和胸苷激酶1(TK1)的组合分析来评估肝细胞癌(HCC)的诊断效率。在116例HCC患者,109例良性肝病患者和104例正常受试者中测量了AFU,AFP和TK1的血清水平。使用逻辑回归方程和接收器工作特性曲线(ROC)分析了诊断值。每组中三种测试的肿瘤标志物的统计分布呈非正态分布(Kolmogorov-Sminov检验,Z = 0.156-0.517,P <0.001)。 HCC患者的血清AFP和TK1明显高于良性肝病患者(Mann-Whitney U检验,Z = -8.570至-5.943,所有P <0.001)。但是,两组之间的AFU差异无统计学意义(Mann-Whitney U检验,Z = -1.820,P = 0.069)。肝良性疾病患者的AFU水平显着高于正常受试者(Mann-Whitney U检验,Z = -7.984,P <0.001)。肝癌患者与非肝癌患者的接收器工作特征曲线(ROC)表明,AFU的最佳临界值为40.80U / L,AFP的最佳临界值为10.86 @ mg / L,TK1的最佳临界值为1.92pmol / L。 ROF曲线下面积(AUC)对于AFU是0.718,对于AFP是0.832,对于TK1是0.773,对于三种肿瘤标记物的组合是0.900。该组合导致较高的Youden指数和85.3%的灵敏度。血清AFU,AFP和TK1的联合检测在肝癌的诊断中可以起到补充作用,可以显着提高对肝癌的诊断敏感性。

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