Liu Bo, Ni Xiaoying, Zhu Jin, Ding Shuang, Zheng Helin, Liu Daisong, Xu Hongrong, Cai Jinhua
Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health and Disorders, Department of Radiology, Children's Hospital of Chongqing Medical University, Chongqing 400014, China.
Department of Radiology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), Chongqing 401120, China.
Children (Basel). 2025 Jul 3;12(7):877. doi: 10.3390/children12070877.
The aim of this study was to investigate the diagnostic value of a scoring system based on diffusion tensor imaging (DTI) and blood biochemistry tests for biliary atresia (BA) in infants.
Seventy-four patients who had undergone DTI and blood biochemistry tests were included in this study. Among them, 51 (36 BA patients and 15 non-BA patients) were assigned to the training cohort, and 23 (14 BA patients and 9 non-BA patients) were assigned to the validation cohort. The characteristics that significantly differed between the groups in the training cohort were used to develop a scoring system for predicting the presence or absence of BA through binary logistic regression analysis. The scoring system was subsequently validated in the validation cohort, and its diagnostic performance was assessed with receiver operating characteristic curve analysis.
The mean apparent diffusion coefficient values of the hepatic right and caudate lobes and the serum levels of gamma glutamyl transpeptidase were selected for constructing the scoring system. The accuracy, sensitivity, and specificity of the system in predicting BA were 82.35%, 91.67% and 60%, respectively, in the training cohort and 95.65%, 100% and 88.89%, respectively, in the validation cohort. The areas under the receiver operating characteristic curve in the training cohort and validation cohort for predicting BA were 0.87 and 0.94 ( ≤ 0.001 each), respectively.
We developed a relatively noninvasive scoring system for diagnosing BA according to the results of DTI and blood biochemistry tests, which demonstrated good performance and may be a potential method for differentiating BA in infants.
本研究旨在探讨基于扩散张量成像(DTI)和血液生化检测的评分系统对婴儿胆道闭锁(BA)的诊断价值。
本研究纳入了74例接受DTI和血液生化检测的患者。其中,51例(36例BA患者和15例非BA患者)被分配到训练队列,23例(14例BA患者和9例非BA患者)被分配到验证队列。通过二元逻辑回归分析,利用训练队列中两组间有显著差异的特征建立预测BA有无的评分系统。随后在验证队列中对该评分系统进行验证,并通过受试者工作特征曲线分析评估其诊断性能。
选择肝右叶和尾状叶的平均表观扩散系数值以及γ-谷氨酰转肽酶的血清水平来构建评分系统。该系统在训练队列中预测BA的准确性、敏感性和特异性分别为82.35%、91.67%和60%,在验证队列中分别为95.65%、100%和88.89%。训练队列和验证队列中预测BA的受试者工作特征曲线下面积分别为0.87和0.94(均P≤0.001)。
我们根据DTI和血液生化检测结果开发了一种相对无创的BA诊断评分系统,该系统表现良好,可能是鉴别婴儿BA的一种潜在方法。