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Nomogram based on Sonazoid contrast-enhanced ultrasound to differentiate intrahepatic cholangiocarcinoma and poorly differentiated hepatocellular carcinoma: a prospective multicenter study

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单位: [1]Department of Interventional Ultrasound, First Medical Center of Chinese PLA General Hospital, No.28 Fuxing Road, Beijing, 100853, China. [2]Chinese PLA Medical School, Beijing, 100853, China. [3]Department of Ultrasound, The First Affiliated Hospital of Henan University of Science and Technology, Luoyang, 471000, China. [4]Department of Ultrasound, Affiliated Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China. [5]Department of Ultrasound, The First Affiliated Hospital of Guangxi medical University, Nanning, 530021, China. [6]Department of Hepatobiliary Surgery, First Medical Center of Chinese PLA General Hospital, Beijing, 100853, China. [7]Department of Ultrasound, University of Chinese Academy of Sciences Shenzhen Hospital, Guangming District, Shenzhen, 518000, China. [8]Department of Ultrasound, Peking University Cancer Hospital & Institute, Beijing, 100142, China. [9]Department of Ultrasonography, Harbin Medical University Cancer Hospital, Harbin, 150000, China. [10]Department of Ultrasound Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China. [11]Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai, 200040, China. [12]Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, 300170, China. [13]Department of Ultrasound, Zhengzhou Central Hospital Affiliated to Zhengzhou University, Henan, 450007, China. [14]Department of Interventional Ultrasound, Fifth Medical Center of ChinesePLA General Hospital, No.28 Fuxing Road, Beijing, 100853, China
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关键词: Sonazoid contrast-enhanced ultrasound Poorly differentiated hepatocellular carcinoma Intrahepatic cholangiocarcinoma Nomogram

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The aim of this study was to develop a predictive model based on Sonazoid contrast-enhanced ultrasound (SCEUS) and clinical features to discriminate poorly differentiated hepatocellular carcinoma (P-HCC) from intrahepatic cholangiocarcinoma (ICC).Forty-one ICC and forty-nine P-HCC patients were enrolled in this study. The CEUS LI-RADS category was assigned according to CEUS LI-RADS version 2017. Based on SCEUS and clinical features, a predicated model was established. Multivariate logistic regression analysis and LASSO logistic regression were used to identify the most valuable features, 400 times repeated 3-fold cross-validation was performed on the nomogram model and the model performance was determined by its discrimination, calibration, and clinical usefulness.Multivariate logistic regression and LASSO logistic regression indicated that age (> 51 y), viral hepatitis (No), AFP level (≤  20 µg/L), washout time (≤  45 s), and enhancement level in the Kupffer phase (Defect) were valuable predictors related to ICC. The area under the receiver operating characteristic (AUC) of the nomogram was 0.930 (95% CI: 0.856-0.973), much higher than the subjective assessment by the sonographers and CEUS LI-RADS categories. The calibration curve showed that the predicted incidence was more consistent with the actual incidence of ICC, and 400 times repeated 3-fold cross-validation revealed good discrimination with a mean AUC of 0.851. Decision curve analysis showed that the nomogram could increase the net benefit for patients.The nomogram based on SCEUS and clinical features can effectively differentiate P-HCC from ICC.© 2023. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.

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出版当年[2022]版:
大类 | 3 区 医学
小类 | 3 区 核医学
最新[2025]版:
大类 | 3 区 医学
小类 | 4 区 核医学
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出版当年[2021]版:
Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
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Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING

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第一作者单位: [1]Department of Interventional Ultrasound, First Medical Center of Chinese PLA General Hospital, No.28 Fuxing Road, Beijing, 100853, China. [2]Chinese PLA Medical School, Beijing, 100853, China.
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