医学
肝活检
接收机工作特性
HBeAg
乙型肝炎表面抗原
内科学
逻辑回归
胃肠病学
丙氨酸转氨酶
乙型肝炎
活检
曲线下面积
丙氨酸转氨酶
纤维化
肝纤维化
阿卡克信息准则
乙型肝炎病毒
免疫学
统计
病毒
数学
作者
Ling Li,Yongan Ye,Yun Ran,Shuyan Liu,Qiyuan Tang,Yaya Liu,Xuejiao Liao,Juanjuan Zhang,Guohui Xiao,Jian Lu,Guoliang Zhang,Qing He,Shiping Hu
出处
期刊:Medicine
[Wolters Kluwer]
日期:2021-04-28
卷期号:100 (17): e25581-e25581
被引量:1
标识
DOI:10.1097/md.0000000000025581
摘要
Early and accurate diagnosis of liver fibrosis is necessary for HBeAg-positive chronic hepatitis B (CHB) patients with normal or slightly increased alanine aminotransferase (ALT), Liver biopsy and many non-invasive predicting markers have several application restrictions in grass-roots hospitals. We aimed to construct a non-invasive model based on routinely serum markers to predict liver fibrosis for this population.A total of 363 CHB patients with HBeAg-positive, ALT ≤2-fold the upper limit of normal and liver biopsy data were randomly divided into training (n = 266) and validation groups (n = 97). Two non-invasive models were established based on multivariable logistic regression analysis in the training group. Model 2 with a lower Akaike information criterion (AIC) was selected as a better predictive model. Receiver operating characteristic (ROC) was used to evaluate the model and was then independently validated in the validation group.The formula of Model 2 was logit (Model value) = 5.67+0.08 × Age -2.44 × log10 [the quantification of serum HBsAg (qHBsAg)] -0.60 × log10 [the quantification of serum HBeAg (qHBeAg)]+0.02 × ALT+0.03 × aspartate aminotransferase (AST). The area under the ROC curve (AUC) was 0.89 for the training group and 0.86 for the validation group. Using 2 cut-off points of -2.61 and 0.25, 59% of patients could be identified with liver fibrosis and antiviral treatment decisions were made without liver biopsies, and 149 patients were recommended to undergo liver biopsy for accurate diagnosis.In this study, the non-invasive model could predict liver fibrosis and may reduce the need for liver biopsy in HBeAg-positive CHB patients with normal or slightly increased ALT.
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