Preoperative subcategorization based on magnetic resonance imaging in intrahepatic cholangiocarcinoma

被引:12
|
作者
Xiao, Yuyao [1 ]
Zhou, Changwu [1 ,2 ]
Ni, Xiaoyan [1 ]
Huang, Peng [1 ]
Wu, Fei [1 ]
Yang, Chun [1 ]
Zeng, Mengsu [1 ,2 ,3 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Dept Radiol, 180 Fenglin Rd, Shanghai 200032, Peoples R China
[2] Shanghai Inst Med Imaging, 180 Fenglin Rd, Shanghai 200032, Peoples R China
[3] Fudan Univ, Zhongshan Hosp, Dept Canc Ctr, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Cholangiocarcinoma; Liver neoplasms; Magnetic resonance imaging; Diagnosis criteria;
D O I
10.1186/s40644-023-00533-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundAppropriate preoperative identification of iCCA subtype is essential for personalized management, so the aim of this study is to investigate the role of MR imaging features in preoperatively differentiating the iCCA subtype.MethodsNinety-three patients with mass-forming intrahepatic cholangiocarcinoma (iCCA, 63 small duct type and 30 large duct type) were retrospectively enrolled according to the latest 5th WHO classification (mean age, males vs. females: 60.66 +/- 10.53 vs. 61.88 +/- 12.82, 50 men). Significant imaging features for differentiating large duct iCCA and small duct iCCA were identified using univariate and multivariate logistic regression analyses, and a regression-based predictive model was then generated. Furthermore, diagnostic performance parameters of single significant imaging features and the predictive model were obtained, and corresponding receiver operating characteristic (ROC) curves were subsequently presented.ResultsThe univariate analysis showed that tumor in vein, arterial phase hypoenhancement, intrahepatic duct dilatation, lack of targetoid restriction and lack of targetoid appearance in T2 were predictors of large duct type iCCA. Arterial phase hypoenhancement, intrahepatic duct dilatation and lack of targetoid restriction were independent predictors for large duct type iCCA in multivariate analysis. The regression-based predictive model has achieved the best preoperative prediction performance in iCCA subcategorization so far. The area under the ROC curve of the regression-based predictive model was up to 0.91 (95% CI: 0.85, 0.98), and it was significantly higher than every single significant imaging feature.ConclusionsArterial phase hypoenhancement, intrahepatic duct dilatation and lack of targetoid restriction could be considered reliable MR imaging indicators of large duct type iCCA. MR imaging features can facilitate noninvasive prediction of iCCA subtype with satisfactory predictive performance.
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页数:9
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