Predicting histologic differentiation of solitary hepatocellular carcinoma up to 5 cm on gadoxetate disodium-enhanced MRI

被引:5
作者
Yang, Ting [1 ]
Wei, Hong [1 ]
Wu, Yuanan [2 ]
Qin, Yun [1 ]
Chen, Jie [1 ]
Jiang, Hanyu [1 ]
Song, Bin [1 ,3 ]
机构
[1] Sichuan Univ, West China Hosp, Dept Radiol, 37 Guoxue Alley, Chengdu 610041, Peoples R China
[2] Univ Elect Sci & Technol China, Big Data Res Ctr, Chengdu 610000, Sichuan, Peoples R China
[3] Sanya Peoples Hosp, Dept Radiol, Sanya, Hainan, Peoples R China
基金
中国国家自然科学基金;
关键词
Carcinoma (Hepatocellular); Histologic differentiation; Gadolinium ethoxybenzyl DTPA; Magnetic resonance imaging; HETEROGENEITY; RECURRENCE; STAGE; LIVER; CT;
D O I
10.1186/s13244-022-01354-w
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background To establish a preoperative score based on gadoxetate disodium-enhanced magnetic resonance imaging (EOB-MRI) and clinical indicators for predicting histologic differentiation of solitary HCC up to 5 cm. Methods From July 2015 to January 2022, consecutive patients with surgically proven solitary HCC measuring <= 5 cm at preoperative EOB-MRI were retrospectively enrolled. All MR images were independently evaluated by two radiologists who were blinded to all clinical and pathologic information. Univariate and multivariate logistic regression analyses were performed to identify significant clinicoradiological features associated with poorly differentiated (PD) HCC, which were then incorporated into the predictive score. The predictive score was validated in an independent validation set by area under the receiver operating characteristic curve (AUC), sensitivity, specificity, and accuracy. Results A total of 182 patients were included, 42 (23%) with PD HCC. According to the multivariate analysis, marked hepatobiliary phase hypointensity (odds ratio [OR], 9.98), LR-M category (OR, 5.60), and serum alpha-fetoprotein (AFP) level > 400 ng/mL (OR, 3.58) were incorporated into the predictive model; the predictive score achieved an AUC of 0.802 and 0.830 on the training and validation sets, respectively. The sensitivity, specificity, and accuracy of the predictive score were 66.7%, 85.7%, and 81.3%, respectively, on the training set and 66.7%, 81.0%, and 77.8%, respectively, on the validation set. Conclusion The proposed score integrating two EOB-MRI features and AFP level can accurately predict PD HCC in the preoperative setting.
引用
收藏
页数:13
相关论文
共 50 条
[21]   Prediction of microvascular invasion of hepatocellular carcinoma: Usefulness of peritumoral hypointensity seen on gadoxetate disodium-enhanced hepatobiliary phase images [J].
Kim, Kyung Ah ;
Kim, Myeong-Jin ;
Jeon, Hyae Min ;
Kim, Kyung Sik ;
Choi, Jin-Sub ;
Ahn, Sang Hoon ;
Cha, Soon Joo ;
Chung, Young Eun .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2012, 35 (03) :629-634
[22]   Hypervascular hepatocellular carcinomas: detection with gadoxetate disodium-enhanced MR imaging and multiphasic multidetector CT [J].
Onishi, Hiromitsu ;
Kim, Tonsok ;
Imai, Yasuharu ;
Hori, Masatoshi ;
Nagano, Hiroaki ;
Nakaya, Yasuhiro ;
Tsuboyama, Takahiro ;
Nakamoto, Atsushi ;
Tatsumi, Mitsuaki ;
Kumano, Seishi ;
Okada, Masahiro ;
Takamura, Manabu ;
Wakasa, Kenichi ;
Tomiyama, Noriyuki ;
Murakami, Takamichi .
EUROPEAN RADIOLOGY, 2012, 22 (04) :845-854
[23]   Enhancement patterns and pseudo-washout of hepatic haemangiomas on gadoxetate disodium-enhanced liver MRI [J].
Kim, Bohyun ;
Byun, Jae Ho ;
Kim, Hyoung Jung ;
Won, Hyung Jin ;
Kim, So Yeon ;
Shin, Yong Moon ;
Kim, Pyo Nyun .
EUROPEAN RADIOLOGY, 2016, 26 (01) :191-198
[24]   Distinction Between Hepatocellular Carcinoma and Hypervascular Liver Metastases in Non-cirrhotic Patients Using Gadoxetate Disodium-Enhanced Magnetic Resonance Imaging [J].
Ichikawa, Shintaro ;
Morisaka, Hiroyuki ;
Omiya, Yoshie ;
Onishi, Hiroshi .
CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES, 2022, 73 (04) :639-646
[25]   Value of discrepancy of the central scar-like structure between dynamic CT and gadoxetate disodium-enhanced MRI in differentiation of focal nodular hyperplasia and hepatocellular adenoma [J].
Park, Hyo Jung ;
Byun, Jae Ho ;
Kang, Ji Hun ;
Kang, Hyo Jeong ;
Yu, Eunsil ;
Lee, So Jung ;
Kim, So Yeon ;
Won, Hyung Jin ;
Shin, Yong Moon ;
Kim, Pyo Nyun .
EUROPEAN JOURNAL OF RADIOLOGY, 2021, 139
[26]   Enhancement patterns and pseudo-washout of hepatic haemangiomas on gadoxetate disodium-enhanced liver MRI [J].
Bohyun Kim ;
Jae Ho Byun ;
Hyoung Jung Kim ;
Hyung Jin Won ;
So Yeon Kim ;
Yong Moon Shin ;
Pyo Nyun Kim .
European Radiology, 2016, 26 :191-198
[27]   Gadoxetate disodium-enhanced MRI for diagnosis of hepatocellular carcinoma in patients with chronic liver disease: late portal venous phase may improve identification of enhancing capsule [J].
Kim, Hyeji ;
Kim, Seung Soo ;
Shin, Hyeong Cheol ;
Choi, Seo-Youn ;
Lee, Ji Eun ;
Lee, Woong Hee ;
Park, Chan Ho ;
Lee, Hyoung Nam ;
Kim, Shin Young ;
Park, Hyerim ;
Heo, Nam Hun .
ABDOMINAL RADIOLOGY, 2023, 48 (02) :621-629
[28]   Gadoxetate disodium-enhanced MR imaging: Differentiation between early-enhancing non-tumorous lesions and hypervascular hepatocellular carcinomas [J].
Goshima, Satoshi ;
Kanematsu, Masayuki ;
Watanabe, Haruo ;
Kondo, Hiroshi ;
Mizuno, Nozomi ;
Kawada, Hiroshi ;
Shiratori, Yoshimune ;
Onozuka, Minoru ;
Moriyama, Noriyuki ;
Bae, Kyongtae T. .
EUROPEAN JOURNAL OF RADIOLOGY, 2011, 79 (02) :E108-E112
[29]   Pseudolesion of the Liver on Gadoxetate Disodium-Enhanced MR Images Obtained After Transarterial Chemoembolization for Hepatocellular Carcinoma: Clinicoradiologic Correlation [J].
Shinagawa, Yoshinobu ;
Sakamoto, Keiko ;
Fujimitsu, Ritsuko ;
Shimakura, Mikiko ;
Kora, Shin-ichi ;
Takano, Koichi ;
Yoshimitsu, Kengo .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2012, 199 (05) :1010-1017
[30]   Extended application of subtraction arterial phase imaging in LI-RADS version 2018: a strategy to improve the diagnostic performance for hepatocellular carcinoma on gadoxetate disodium-enhanced MRI [J].
Kim, Seung-seob ;
Lee, Sunyoung ;
Bae, Heejin ;
Chung, Yong Eun ;
Choi, Jin-Young ;
Park, Mi-Suk ;
Kim, Myeong-Jin .
EUROPEAN RADIOLOGY, 2021, 31 (03) :1620-1629