Preoperative identification of cytokeratin 19 status of hepatocellular carcinoma based on diffusion kurtosis imaging

被引:9
作者
Chen, Jiejun [1 ,2 ]
Liu, Dingxia [1 ,2 ]
Guo, Yixian [2 ]
Zhang, Yunfei [3 ]
Guo, Yinglong [2 ]
Jiang, Mengmeng [1 ,2 ]
Dai, Yongming [3 ]
Yao, Xiuzhong [1 ,2 ]
机构
[1] Shanghai Inst Med Imaging, Shanghai, Peoples R China
[2] Fudan Univ, Zhongshan Hosp, Dept Radiol, 130 Fenglin Rd, Shanghai 200032, Peoples R China
[3] United Imaging Healthcare, Cent Res Inst, Shanghai 200032, Peoples R China
关键词
Hepatocellular carcinoma (HCC); Cytokeratin; 19; Diffusion kurtosis imaging (DKI); Magnetic resonance imaging (MRI); MICROVASCULAR INVASION; FEATURES; RISK; DWI; MRI;
D O I
10.1007/s00261-022-03736-6
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
Purpose To explore the potential value of diffusion kurtosis imaging (DKI) for identification of cytokeratin 19 (CK19) status of HCCs. Methods This study was approved by the local institute review board and written informed consent was obtained. 73 patients with pathologically confirmed HCCs were included in this prospective study. All the diffusion-weighted (DW) images were acquired using a 3.0-T MR scanner with 4 b-values (0, 800, 1500 and 2000 s/mm(2)). The mean diffusion value (MD) and mean kurtosis coefficient (MK) from DKI, apparent diffusion coefficient (ADC) from DW imaging (b = 0, 500 s/mm(2)), and tumor-to-liver signal intensity ratios on ADC map (SIRADC) and DW images with b-value of 500 s/mm(2) (SIRb500) were calculated and compared between CK19-positive (n = 23) and CK19-negative (n = 50) HCC groups. Univariate and multivariate logistic regression analyses were used to identify risk factors for the positive expression of CK19. Results Increased a-fetoprotein level (p = 0.021) and SIRb500 (p = 0.006) and decreased ADC (p = 0.021) and MD (p < 0.001) were significantly correlated with CK19-positive HCCs at univariate analysis. Decreased MD value (odds ratio: 0.042, p = 0.002) and a-fetoprotein level (odds ratio: 5.139, p = 0.015) were the independent risk factors for CK19-positive HCCs at multivariate analysis. The area under the curve of MD value by receiver operating characteristic analysis was 0.823 with a sensitivity of 86.96% and a specificity of 76% for the prediction of CK19-positive HCCs. Conclusion The decreased MD value derived from DKI is potential quantitative biomarker for predicting CK19-positive HCCs.
引用
收藏
页码:579 / 589
页数:11
相关论文
共 29 条
[1]   Evidence-Based Diagnosis, Staging, and Treatment of Patients With Hepatocellular Carcinoma [J].
Bruix, Jordi ;
Reig, Maria ;
Sherman, Morris .
GASTROENTEROLOGY, 2016, 150 (04) :835-853
[2]   Histological subtypes of hepatocellular carcinoma are related to gene mutations and molecular tumour classification [J].
Calderaro, Julien ;
Couchy, Gabrielle ;
Imbeaud, Sandrine ;
Amaddeo, Giuliana ;
Letouze, Eric ;
Blanc, Jean-Frederic ;
Laurent, Christophe ;
Hajji, Yacine ;
Azoulay, Daniel ;
Bioulac-Sage, Paulette ;
Nault, Jean-Charles ;
Zucman-Rossi, Jessica .
JOURNAL OF HEPATOLOGY, 2017, 67 (04) :727-738
[3]   Diffusion kurtosis imaging (DKI) of hepatocellular carcinoma: correlation with microvascular invasion and histologic grade [J].
Cao, Likun ;
Chen, Jie ;
Duan, Ting ;
Wang, Min ;
Jiang, Hanyu ;
Wei, Yi ;
Xia, Chunchao ;
Zhou, Xiaoyue ;
Yan, Xu ;
Song, Bin .
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2019, 9 (04) :590-602
[4]   Noninvasive prediction of HCC with progenitor phenotype based on gadoxetic acid-enhanced MRI [J].
Chen, Jie ;
Wu, Zhenru ;
Xia, Chunchao ;
Jiang, Hanyu ;
Liu, Xijiao ;
Duan, Ting ;
Cao, Likun ;
Ye, Zheng ;
Zhang, Zhen ;
Ma, Ling ;
Song, Bin ;
Shi, Yujun .
EUROPEAN RADIOLOGY, 2020, 30 (02) :1232-1242
[5]   Liver Imaging Reporting and Data System (LI-RADS) Version 2018: Imaging of Hepatocellular Carcinoma in At-Risk Patients [J].
Chernyak, Victoria ;
Fowler, Kathryn J. ;
Kamaya, Aya ;
Kielar, Ania Z. ;
Elsayes, Khaled M. ;
Bashir, Mustafa R. ;
Kono, Yuko ;
Do, Richard K. ;
Mitchell, Donald G. ;
Singal, Amit G. ;
Tang, An ;
Sirlin, Claude B. .
RADIOLOGY, 2018, 289 (03) :816-830
[6]   Imaging Features of Gadoxetic Acid-enhanced and Diffusion-weighted MR Imaging for Identifying Cytokeratin 19-positive Hepatocellular Carcinoma: A Retrospective Observational Study [J].
Choi, Seo-Youn ;
Kim, Seong Hyun ;
Park, Cheol Keun ;
Min, Ji Hye ;
Lee, Ji Eun ;
Choi, Yoon-Hyeong ;
Lee, Bo Ra .
RADIOLOGY, 2018, 286 (03) :917-928
[7]   Gadolinium Deposition in the Brain: A Systematic Review of Existing Guidelines and Policy Statement Issued by the Canadian Association of Radiologists [J].
Costa, Andreu F. ;
van der Pol, Christian B. ;
Maralani, Pejman Jabehdar ;
McInnes, Matthew D. F. ;
Shewchuk, Jason R. ;
Verma, Raman ;
Hurrell, Casey ;
Schieda, Nicola .
CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES, 2018, 69 (04) :373-382
[8]   Non-Gaussian diffusion imaging: a brief practical review [J].
De Santis, Silvia ;
Gabrielli, Andrea ;
Palombo, Marco ;
Maraviglia, Bruno ;
Capuani, Silvia .
MAGNETIC RESONANCE IMAGING, 2011, 29 (10) :1410-1416
[9]   Keratin 19: a key role player in the invasion of human hepatocellular carcinomas [J].
Govaere, Olivier ;
Komuta, Mina ;
Berkers, Johannes ;
Spee, Bart ;
Janssen, Carl ;
de Luca, Francesca ;
Katoonizadeh, Aezam ;
Wouters, Jasper ;
van Kempen, Leon C. ;
Durnez, Anne ;
Verslype, Chris ;
De Kock, Joery ;
Rogiers, Vera ;
van Grunsven, Leo A. ;
Topal, Baki ;
Pirenne, Jacques ;
Vankelecom, Hugo ;
Nevens, Frederik ;
van den Oord, Joost ;
Pinzani, Massimo ;
Roskams, Tania .
GUT, 2014, 63 (04) :674-685
[10]   Beyond the vascular profile: conventional DWI, IVIM and kurtosis in the assessment of hepatocellular carcinoma [J].
Granata, V ;
Fusco, R. ;
Amato, D. M. ;
Albino, V ;
Patrone, R. ;
Izzo, F. ;
Petrillo, A. .
EUROPEAN REVIEW FOR MEDICAL AND PHARMACOLOGICAL SCIENCES, 2020, 24 (13) :7284-7293