Evidence map›Paper›PMID 42400611›Full record

ArticleAbdominal radiology (New York)2026

Differentiating cholangiocyte phenotype hepatocellular carcinoma and assessing early recurrence risk using contrast-enhanced ultrasound features and clinical indicators.

Meiqing Zhao, Ying Liang, Yafei Wu, Jie Shi, Yuxin Li, Dan Lu, Shuihua Yang, Fangyan Jiang, Junjie Liu, Ningjing Lin

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Article in Abdominal radiology (New York), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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10 authors.

Meiqing ZhaoDepartment of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China.
Ying LiangDepartment of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China.
Yafei WuDepartment of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China.
Jie ShiDepartment of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China.
Yuxin LiDepartment of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China.
Dan LuGuangxi Zhuang Autonomous Region Molecular Medical Engineering Research Center for Cancer, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China.
Shuihua YangDepartment of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China.
Fangyan Jiang *Department of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China. jiangfy1984@hotmail.com.
Junjie Liu *Department of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China. liujunjie@gxmu.edu.cn.
Ningjing Lin *Department of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, No.71 Hedi Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, P.R. China. linningjing309@163.com.

Funding

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6 · The paper itself

Abstract

objectiveTo establish a clinical prediction model for cholangiocyte phenotype hepatocellular carcinoma (HCC) using contrast-enhanced ultrasound (CEUS) and clinical indicators; evaluate its diagnostic performance; and assess the risk of early recurrence after hepatectomy.

methodsWe conducted a retrospective analysis of clinical data from 150 patients with HCC who were treated at our institution between July 2022 and December 2023. All patients underwent preoperative CEUS, and immunohistochemical analysis of surgical specimens served as the reference standard for histopathological diagnosis. We systematically evaluated and compared clinical presentations, conventional ultrasound characteristics and CEUS imaging features between cholangiocyte phenotype HCC (n = 79) and classical HCC (n = 71). Using multivariate logistic regression, we identified independent predictors of cholangiocyte phenotype HCC and developed a predictive model. Model performance-including discriminative accuracy and clinical net benefit-was rigorously assessed using receiver operating characteristic (ROC) curve analysis and decision curve analysis (DCA). Finally, Kaplan-Meier survival analysis was performed to evaluate the risk of early recurrence in patients with cholangiocyte phenotype HCC.

resultsThis retrospective study enrolled 150 patients with HCC. Independent predictors of cholangiocyte phenotype HCC comprised three ultrasound features-ill-defined tumor margins, heterogeneous arterial-phase enhancement and early washout-as well as three clinical variables: multifocality, serum alpha-fetoprotein (AFP) ≥ 400 ng/ml, and alkaline phosphatase (ALP) ≥ 150 U/L. A predictive model incorporating these six factors yielded an area under the receiver operating characteristic curve (AUC) of 0.891 (95% confidence interval [CI]: 0.841-0.942), with a sensitivity of 73.0% and specificity of 90.0%. Patients with cholangiocyte phenotype HCC exhibited significantly shorter recurrence-free survival (RFS) following hepatectomy, with a median RFS of 29.5 months (95% CI: 20.50-29.50) (p < 0.001). Among molecular subgroups, the CK7-/CK19 + cholangiocyte phenotype HCC cohort showed the poorest RFS, with median RFS of 17.00 months (95% CI: 5.50-22.00).

conclusionCEUS combined with clinical indicators may aid in predicting cholangiocyte phenotype HCC. Patients with cholangiocyte phenotype HCC exhibit a poorer prognosis following hepatectomy, and CK19 positivity may serve as a prognostic indicator in this subtype.

Indexed as

Cholangiocyte phenotypeCK19CK7Contrast-enhanced ultrasoundHepatocellular carcinoma

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.