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Published in: European Radiology 8/2019

01-08-2019 | Ultrasound

Comparison between M-score and LR-M in the reporting system of contrast-enhanced ultrasound LI-RADS

Authors: Li-Da Chen, Si-Min Ruan, Yuan Lin, Jin-Yu Liang, Shun-Li Shen, Hang-Tong Hu, Yang Huang, Wei Li, Zhu Wang, Xiao-Yan Xie, Ming-De Lu, Ming Kuang, Wei Wang

Published in: European Radiology | Issue 8/2019

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Abstract

Objective

To develop a contrast-enhanced ultrasound (CEUS) M-score and compare it with LR-M in CEUS Liver Imaging Reporting and Data System (LI-RADS).

Methods

We retrospectively enrolled 105 consecutive high-risk patients with hepatocellular carcinoma (HCC) and 105 with intrahepatic cholangiocarcinoma (ICC). The subjects were selected by propensity score matching between November 2003 and December 2017. A CEUS M-score for predicting ICC was constructed based on specific CEUS features by the least absolute shrinkage and selection operator regularised regression. M-score was used to develop a modified CEUS LI-RADS. The diagnostic performance of the modified CEUS LI-RADS using M-score for diagnosing HCC and ICC was compared with American College of Radiology (ACR) CEUS LI-RADS using LR-M.

Results

The most useful features for ICC were as follows: poorly circumscribed (69.52%), rim enhancement (63.81%), early washout (92.38%), intratumoural vein (56.19%), obscure boundary of intratumoural non-enhanced area (57.14%), and marked washout (59.05%, all p < 0.001). For predicting ICC, the M-score had a higher specificity (88.57% vs. 63.81%) with lower sensitivity (89.52% vs. 95.24%) compared with LR-M. For diagnosing HCC, the sensitivity of modified LI-RADS (80.95%) was much higher than that of ACR LI-RADS (57.14%), but the specificity was lower (90.48% vs. 96.19%). The area under the curve (AUC) of modified LI-RADS (0.857) was much higher than that of ACR LI-RADS (0.767, p = 0.0001). The modified positive predictive value (PPV) of ACR LI-RADS and modified LI-RADS were 99.42% and 98.99%, respectively.

Conclusions

The modified LI-RADS with M-score had higher sensitivity for diagnosing HCC and higher specificity for diagnosing ICC than ACR LI-RADS.

Key Points

• For predicting ICC, the M-score had a higher specificity (88.57% vs. 63.81%) with lower sensitivity (89.52% vs. 95.24%) compared with LR-M.
• A CEUS M-score for predicting ICC consisted of more detailed CEUS features (poorly circumscribed, rim enhancement, early washout, intratumoural vein, obscure boundary of intratumoural non-enhanced area, and marked washout) was constructed.
• For diagnosing HCC, the sensitivity of modified LI-RADS (80.95%) was much higher than that of ACR LI-RADS (57.14%), but the specificity was lower (90.48% vs. 96.19%). The modified positive predictive value (PPV) of ACR LI-RADS and modified LI-RADS were 99.42% and 98.99%, respectively.
Literature
1.
go back to reference Wildner D, Bernatik T, Greis C, Seitz K, Neurath MF, Strobel D (2015) CEUS in hepatocellular carcinoma and intrahepatic cholangiocellular carcinoma in 320 patients - early or late washout matters: a subanalysis of the DEGUM multicenter trial. Ultraschall Med 36:132–139CrossRefPubMed Wildner D, Bernatik T, Greis C, Seitz K, Neurath MF, Strobel D (2015) CEUS in hepatocellular carcinoma and intrahepatic cholangiocellular carcinoma in 320 patients - early or late washout matters: a subanalysis of the DEGUM multicenter trial. Ultraschall Med 36:132–139CrossRefPubMed
2.
go back to reference Bohle W, Clemens PU, Heubach T, Zoller WG (2012) Contrast-enhanced ultrasound (CEUS) for differentiating between hepatocellular and cholangiocellular carcinoma. Ultraschall Med 33:E191–E195CrossRefPubMed Bohle W, Clemens PU, Heubach T, Zoller WG (2012) Contrast-enhanced ultrasound (CEUS) for differentiating between hepatocellular and cholangiocellular carcinoma. Ultraschall Med 33:E191–E195CrossRefPubMed
3.
go back to reference Dietrich CF, Cui XW, Boozari B, Hocke M, Ignee A (2012) Contrast-enhanced ultrasound (CEUS) in the diagnostic algorithm of hepatocellular and cholangiocellular carcinoma, comments on the AASLD guidelines. Ultraschall Med 33 Suppl(1):S57–S66 Dietrich CF, Cui XW, Boozari B, Hocke M, Ignee A (2012) Contrast-enhanced ultrasound (CEUS) in the diagnostic algorithm of hepatocellular and cholangiocellular carcinoma, comments on the AASLD guidelines. Ultraschall Med 33 Suppl(1):S57–S66
4.
go back to reference Bruix J, Sherman M, Practice Guidelines Committee, American Association for the Study of Liver Diseases (2005) Management of hepatocellular carcinoma. Hepatology 42:1208–1236CrossRefPubMed Bruix J, Sherman M, Practice Guidelines Committee, American Association for the Study of Liver Diseases (2005) Management of hepatocellular carcinoma. Hepatology 42:1208–1236CrossRefPubMed
5.
go back to reference Bruix J, Sherman M, American Association for the Study of Liver Diseases (2011) Management of hepatocellular carcinoma: an update. Hepatology 53:1020–1022 Bruix J, Sherman M, American Association for the Study of Liver Diseases (2011) Management of hepatocellular carcinoma: an update. Hepatology 53:1020–1022
6.
go back to reference Vilana R, Forner A, Bianchi L et al (2010) Intrahepatic peripheral cholangiocarcinoma in cirrhosis patients may display a vascular pattern similar to hepatocellular carcinoma on contrast-enhanced ultrasound. Hepatology 51:2020–2029CrossRefPubMed Vilana R, Forner A, Bianchi L et al (2010) Intrahepatic peripheral cholangiocarcinoma in cirrhosis patients may display a vascular pattern similar to hepatocellular carcinoma on contrast-enhanced ultrasound. Hepatology 51:2020–2029CrossRefPubMed
7.
go back to reference Omata M, Lesmana LA, Tateishi R et al (2010) Asian Pacific Association for the Study of the Liver consensus recommendations on hepatocellular carcinoma. Hepatol Int 4:439–474CrossRefPubMedPubMedCentral Omata M, Lesmana LA, Tateishi R et al (2010) Asian Pacific Association for the Study of the Liver consensus recommendations on hepatocellular carcinoma. Hepatol Int 4:439–474CrossRefPubMedPubMedCentral
8.
go back to reference Barreiros AP, Piscaglia F, Dietrich CF (2012) Contrast enhanced ultrasound for the diagnosis of hepatocellular carcinoma (HCC): comments on AASLD guidelines. J Hepatol 57:930–932CrossRefPubMed Barreiros AP, Piscaglia F, Dietrich CF (2012) Contrast enhanced ultrasound for the diagnosis of hepatocellular carcinoma (HCC): comments on AASLD guidelines. J Hepatol 57:930–932CrossRefPubMed
9.
go back to reference Quaia E, Lorusso A, Grisi G, Stacul F, Cova MA (2012) The role of CEUS in the characterization of hepatocellular nodules detected during the US surveillance program--current practices in Europe. Ultraschall Med 33(Suppl 1):S48–S56PubMed Quaia E, Lorusso A, Grisi G, Stacul F, Cova MA (2012) The role of CEUS in the characterization of hepatocellular nodules detected during the US surveillance program--current practices in Europe. Ultraschall Med 33(Suppl 1):S48–S56PubMed
11.
go back to reference Terzi E, Iavarone M, Pompili M et al (2018) Contrast ultrasound LI-RADS LR-5 identifies hepatocellular carcinoma in cirrhosis in a multicenter restropective study of 1,006 nodules. J Hepatol 68:485–492CrossRefPubMed Terzi E, Iavarone M, Pompili M et al (2018) Contrast ultrasound LI-RADS LR-5 identifies hepatocellular carcinoma in cirrhosis in a multicenter restropective study of 1,006 nodules. J Hepatol 68:485–492CrossRefPubMed
12.
go back to reference Wilson SR, Lyshchik A, Piscaglia F et al (2018) CEUS LI-RADS: algorithm, implementation, and key differences from CT/MRI. Abdom Radiol (NY) 43:127–142CrossRef Wilson SR, Lyshchik A, Piscaglia F et al (2018) CEUS LI-RADS: algorithm, implementation, and key differences from CT/MRI. Abdom Radiol (NY) 43:127–142CrossRef
13.
go back to reference Stroffolini T, Gaeta GB, Mele A (2007) AASLD practice guidelines on chronic hepatitis B and HBV infection in Italy. Hepatology 46:608–609 author reply 609CrossRefPubMed Stroffolini T, Gaeta GB, Mele A (2007) AASLD practice guidelines on chronic hepatitis B and HBV infection in Italy. Hepatology 46:608–609 author reply 609CrossRefPubMed
14.
15.
go back to reference Piscaglia F, Wilson SR, Lyshchik A et al (2017) American College of Radiology Contrast Enhanced Ultrasound Liver Imaging Reporting and Data System (CEUS LI-RADS) for the diagnosis of hepatocellular carcinoma: a pictorial essay. Ultraschall Med 38:320–324CrossRefPubMed Piscaglia F, Wilson SR, Lyshchik A et al (2017) American College of Radiology Contrast Enhanced Ultrasound Liver Imaging Reporting and Data System (CEUS LI-RADS) for the diagnosis of hepatocellular carcinoma: a pictorial essay. Ultraschall Med 38:320–324CrossRefPubMed
16.
go back to reference Catalano O, Nunziata A, Lobianco R, Siani A (2005) Real-time harmonic contrast material-specific US of focal liver lesions. Radiographics 25:333–349CrossRefPubMed Catalano O, Nunziata A, Lobianco R, Siani A (2005) Real-time harmonic contrast material-specific US of focal liver lesions. Radiographics 25:333–349CrossRefPubMed
17.
go back to reference Xu HX, Lu MD, Liu GJ et al (2006) Imaging of peripheral cholangiocarcinoma with low-mechanical index contrast-enhanced sonography and SonoVue: initial experience. J Ultrasound Med 25:23–33CrossRefPubMed Xu HX, Lu MD, Liu GJ et al (2006) Imaging of peripheral cholangiocarcinoma with low-mechanical index contrast-enhanced sonography and SonoVue: initial experience. J Ultrasound Med 25:23–33CrossRefPubMed
18.
go back to reference Chen LD, Xu HX, Xie XY et al (2010) Intrahepatic cholangiocarcinoma and hepatocellular carcinoma: differential diagnosis with contrast-enhanced ultrasound. Eur Radiol 20:743–753CrossRefPubMed Chen LD, Xu HX, Xie XY et al (2010) Intrahepatic cholangiocarcinoma and hepatocellular carcinoma: differential diagnosis with contrast-enhanced ultrasound. Eur Radiol 20:743–753CrossRefPubMed
19.
go back to reference Zhang JX, Song W, Chen ZH et al (2013) Prognostic and predictive value of a microRNA signature in stage II colon cancer: a microRNA expression analysis. Lancet Oncol 14:1295–1306CrossRefPubMed Zhang JX, Song W, Chen ZH et al (2013) Prognostic and predictive value of a microRNA signature in stage II colon cancer: a microRNA expression analysis. Lancet Oncol 14:1295–1306CrossRefPubMed
20.
go back to reference Kono Y, Lyshchik A, Cosgrove D et al (2017) Contrast enhanced ultrasound (CEUS) liver imaging reporting and data system (LI-RADS(R)): the official version by the American College of Radiology (ACR). Ultraschall Med 38:85–86CrossRefPubMed Kono Y, Lyshchik A, Cosgrove D et al (2017) Contrast enhanced ultrasound (CEUS) liver imaging reporting and data system (LI-RADS(R)): the official version by the American College of Radiology (ACR). Ultraschall Med 38:85–86CrossRefPubMed
21.
go back to reference Huang XW, Liao B, Huang Y et al (2018) Non-invasive diagnostic criteria for hepatocellular carcinoma in hepatitis B virus-endemic areas: is cirrhosis indispensable? Dig Dis 36:228–235CrossRefPubMed Huang XW, Liao B, Huang Y et al (2018) Non-invasive diagnostic criteria for hepatocellular carcinoma in hepatitis B virus-endemic areas: is cirrhosis indispensable? Dig Dis 36:228–235CrossRefPubMed
22.
go back to reference Joo I, Lee JM, Lee SM, Lee JS, Park JY, Han JK (2016) Diagnostic accuracy of liver imaging reporting and data system (LI-RADS) v2014 for intrahepatic mass-forming cholangiocarcinomas in patients with chronic liver disease on gadoxetic acid-enhanced MRI. J Magn Reson Imaging 44:1330–1338CrossRefPubMed Joo I, Lee JM, Lee SM, Lee JS, Park JY, Han JK (2016) Diagnostic accuracy of liver imaging reporting and data system (LI-RADS) v2014 for intrahepatic mass-forming cholangiocarcinomas in patients with chronic liver disease on gadoxetic acid-enhanced MRI. J Magn Reson Imaging 44:1330–1338CrossRefPubMed
23.
go back to reference Xu HX, Chen LD, Liu LN, Zhang YF, Guo LH, Liu C (2012) Contrast-enhanced ultrasound of intrahepatic cholangiocarcinoma: correlation with pathological examination. Br J Radiol 85:1029–1037CrossRefPubMedPubMedCentral Xu HX, Chen LD, Liu LN, Zhang YF, Guo LH, Liu C (2012) Contrast-enhanced ultrasound of intrahepatic cholangiocarcinoma: correlation with pathological examination. Br J Radiol 85:1029–1037CrossRefPubMedPubMedCentral
24.
go back to reference Choi SH, Byun JH, Kim SY et al (2016) Liver imaging reporting and data system v2014 with gadoxetate disodium-enhanced magnetic resonance imaging: validation of LI-RADS category 4 and 5 criteria. Invest Radiol 51:483–490CrossRefPubMed Choi SH, Byun JH, Kim SY et al (2016) Liver imaging reporting and data system v2014 with gadoxetate disodium-enhanced magnetic resonance imaging: validation of LI-RADS category 4 and 5 criteria. Invest Radiol 51:483–490CrossRefPubMed
25.
go back to reference Kim YY, An C, Kim S, Kim MJ (2018) Diagnostic accuracy of prospective application of the liver imaging reporting and data system (LI-RADS) in gadoxetate-enhanced MRI. Eur Radiol 28:2038–2046CrossRefPubMed Kim YY, An C, Kim S, Kim MJ (2018) Diagnostic accuracy of prospective application of the liver imaging reporting and data system (LI-RADS) in gadoxetate-enhanced MRI. Eur Radiol 28:2038–2046CrossRefPubMed
Metadata
Title
Comparison between M-score and LR-M in the reporting system of contrast-enhanced ultrasound LI-RADS
Authors
Li-Da Chen
Si-Min Ruan
Yuan Lin
Jin-Yu Liang
Shun-Li Shen
Hang-Tong Hu
Yang Huang
Wei Li
Zhu Wang
Xiao-Yan Xie
Ming-De Lu
Ming Kuang
Wei Wang
Publication date
01-08-2019
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 8/2019
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-018-5927-8

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