首页 | 本学科首页   官方微博 | 高级检索  
     


Evaluation of a logistic regression model for predicting liver necroinflammation in hepatitis B e antigen‐negative chronic hepatitis B patients with normal and minimally increased alanine aminotransferase levels
Authors:Yao Xie  Wei Yi  Lu Zhang  Yao Lu  Hong‐Xiao Hao  Yuan‐Jiao Gao  Chong‐Ping Ran  Hui‐Hui Lu  Qi‐Qi Chen  Ge Shen  Shu‐Ling Wu  Ming Chang  Lei Ping‐Hu  Rui‐Yu Liu  Lei Sun  Gang Wan  Ming‐Hui Li
Abstract:Liver necroinflammation is the indicator for treating patients with chronic hepatitis B (CHB) infection. However, there is no suitable non‐invasive index for diagnosing liver necroinflammation. This study aimed to create a non‐invasive index to predict liver necroinflammation in patients who lack clear‐cut clinical inflammation parameters. Patients who were hepatitis B e antigen (HBeAg)‐negative and underwent liver histological diagnosis, had a normal or minimally increased alanine aminotransferase (ALT) level were enrolled. Liver necroinflammation was defined as histological active index ≥4. A logistic regression model (LRM) was established based on the parameters independently associated with liver necroinflammation. Of all 550 patients, 36.73% had necroinflammation. In patients with an abnormal ALT level, the rate of necroinflammation was 52.49%. The area under the curve (AUC) of the ALT level for predicting necroinflammation was 0.655 (95% confidence interval [CI], 0.609‐0.702), and that of the HBV DNA level ≥2000 IU/mL combined with an abnormal ALT level was 0.618. By using the LRM, the AUC improved to 0.769 (95% CI, 0.723‐0.815) with a Youden index of 0.519 and diagnostic accuracy of 75.3%. The cutoff value ≥0.7 in the LRM had a specificity of 97.4% and positive predictive value of 85.0% for predicting necroinflammation. By using the cutoff value <0.15 in the LRM, the presence of necroinflammation could be excluded with a negative predictive value of 90.8%. This study indicated that the LRM can be used to effectively diagnose liver necroinflammation in HBeAg‐negative patients with CHB who have normal or minimally elevated ALT levels.
Keywords:ALT level  chronic hepatitis B  HBeAg negative  liver inflammation  logistic regression model
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号