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Erschienen in: Abdominal Radiology 8/2017

24.03.2017

Evaluating histologic differentiation of hepatitis B virus-related hepatocellular carcinoma using intravoxel incoherent motion and AFP levels alone and in combination

verfasst von: Qungang Shan, Jingbiao Chen, Tianhui Zhang, Ronghua Yan, Jun Wu, Yunhong Shu, Zhuang Kang, Bingjun He, Zhongping Zhang, Jin Wang

Erschienen in: Abdominal Radiology | Ausgabe 8/2017

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Abstract

Purpose

To evaluate histologic differentiation of hepatitis B virus (HBV)-related hepatocellular carcinomas (HCCs) using apparent diffusion coefficient (ADC) and intravoxel incoherent motion (IVIM)-derived metrics and to compare findings with alpha-fetoprotein (AFP) levels alone and in combination.

Materials and method

One hundred and six chronic HBV-related HCC patients who underwent IVIM diffusion-weighted magnetic resonance imaging with eleven b values were enrolled. Mean ADC, diffusion coefficient (D), pseudodiffusion coefficient (D*), and perfusion fraction (f) values were determined for all detected lesions. The metrics and AFP levels of different histologically differentiated groups were compared. Spearman’s rank correlation was used to assess the statistical dependence among the histologically differentiated HCCs. Receiver operating characteristic (ROC) analysis was performed to evaluate diagnostic performance of these metrics and AFP levels alone and in combination.

Results

ADC, D, and f values and AFP levels were significantly different among well-, moderately, and poorly differentiated HCCs. The four metrics were significantly correlated with histologic differentiation. The area under the ROC curve (AUC-ROC) of ADC, D, f, and AFP for diagnosing well-differentiated HCCs was 0.903, 0.84, 0.782, and 0.806, respectively, and the AUC-ROC of above metrics for diagnosing poorly differentiated HCCs was 0.787, 0.726, 0.624, and 0.633, respectively. The combination of ADC and AFP provided an AUC-ROC of 0.945 for well-differentiated HCC. However, this did not provide better performance for diagnosing poorly differentiated HCC.

Conclusion

ADC, IVIM metrics, and AFP levels may be useful for evaluating histologic differentiation of HBV-related HCCs, and the combination of ADC and AFP provides better diagnostic performance for well-differentiated HCC.
Literatur
1.
Zurück zum Zitat Oishi K, Itamoto T, Amano H, et al. (2007) Clinicopathologic features of poorly differentiated hepatocellular carcinoma. J Surg Oncol 95:311–316CrossRefPubMed Oishi K, Itamoto T, Amano H, et al. (2007) Clinicopathologic features of poorly differentiated hepatocellular carcinoma. J Surg Oncol 95:311–316CrossRefPubMed
2.
Zurück zum Zitat Kaibori M, Ishizaki M, Matsui K, Kwon A (2010) Predictors of microvascular invasion before hepatectomy for hepatocellular carcinoma. J Surg Oncol 102:462–468CrossRefPubMed Kaibori M, Ishizaki M, Matsui K, Kwon A (2010) Predictors of microvascular invasion before hepatectomy for hepatocellular carcinoma. J Surg Oncol 102:462–468CrossRefPubMed
3.
Zurück zum Zitat Okusaka T, Okada S, Ueno H, et al. (2002) Satellite lesions in patients with small hepatocellular carcinoma with reference to clinicopathologic features. Cancer 95:1931–1937CrossRefPubMed Okusaka T, Okada S, Ueno H, et al. (2002) Satellite lesions in patients with small hepatocellular carcinoma with reference to clinicopathologic features. Cancer 95:1931–1937CrossRefPubMed
4.
Zurück zum Zitat Duvoux C, Roudot Thoraval F, Decaens T, et al. (2012) Liver transplantation for hepatocellular carcinoma: a model including α-fetoprotein improves the performance of Milan criteria. Gastroenterology 143:986–994CrossRefPubMed Duvoux C, Roudot Thoraval F, Decaens T, et al. (2012) Liver transplantation for hepatocellular carcinoma: a model including α-fetoprotein improves the performance of Milan criteria. Gastroenterology 143:986–994CrossRefPubMed
5.
Zurück zum Zitat Yaprak O, Akyildiz M, Dayangac M, et al. (2012) AFP level and histologic differentiation predict the survival of patients with liver transplantation for hepatocellular carcinoma. Hepatobiliary Pancreat Dis Int 11:256–261CrossRefPubMed Yaprak O, Akyildiz M, Dayangac M, et al. (2012) AFP level and histologic differentiation predict the survival of patients with liver transplantation for hepatocellular carcinoma. Hepatobiliary Pancreat Dis Int 11:256–261CrossRefPubMed
6.
Zurück zum Zitat Muhi A, Ichikawa T, Motosugi U, et al. (2009) High-b-value diffusion-weighted MR imaging of hepatocellular lesions: estimation of grade of malignancy of hepatocellular carcinoma. J Magn Reson Imaging 30:1005–1011CrossRefPubMed Muhi A, Ichikawa T, Motosugi U, et al. (2009) High-b-value diffusion-weighted MR imaging of hepatocellular lesions: estimation of grade of malignancy of hepatocellular carcinoma. J Magn Reson Imaging 30:1005–1011CrossRefPubMed
7.
Zurück zum Zitat Heo SH, Jeong YY, Shin SS, et al. (2010) Apparent diffusion coefficient value of diffusion-weighted imaging for hepatocellular carcinoma: correlation with the histologic differentiation and the expression of vascular endothelial growth factor. Korean J Radiol 11:295–303CrossRefPubMedPubMedCentral Heo SH, Jeong YY, Shin SS, et al. (2010) Apparent diffusion coefficient value of diffusion-weighted imaging for hepatocellular carcinoma: correlation with the histologic differentiation and the expression of vascular endothelial growth factor. Korean J Radiol 11:295–303CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Nishie A, Tajima T, Asayama Y, et al. (2011) Diagnostic performance of apparent diffusion coefficient for predicting histological grade of hepatocellular carcinoma. Eur J Radiol 80:e29–e33CrossRefPubMed Nishie A, Tajima T, Asayama Y, et al. (2011) Diagnostic performance of apparent diffusion coefficient for predicting histological grade of hepatocellular carcinoma. Eur J Radiol 80:e29–e33CrossRefPubMed
9.
Zurück zum Zitat Nakanishi M, Chuma M, Hige S, et al. (2012) Relationship between diffusion-weighted magnetic resonance imaging and histological tumor grading of hepatocellular carcinoma. Ann Surg Oncol 19:1302–1309CrossRefPubMed Nakanishi M, Chuma M, Hige S, et al. (2012) Relationship between diffusion-weighted magnetic resonance imaging and histological tumor grading of hepatocellular carcinoma. Ann Surg Oncol 19:1302–1309CrossRefPubMed
10.
Zurück zum Zitat Nasu K, Kuroki Y, Tsukamoto T, et al. (2009) Diffusion-weighted imaging of surgically resected hepatocellular carcinoma: imaging characteristics and relationship among signal intensity, apparent diffusion coefficient, and histopathologic grade. Am J Roentgenol 193:438–444CrossRef Nasu K, Kuroki Y, Tsukamoto T, et al. (2009) Diffusion-weighted imaging of surgically resected hepatocellular carcinoma: imaging characteristics and relationship among signal intensity, apparent diffusion coefficient, and histopathologic grade. Am J Roentgenol 193:438–444CrossRef
11.
Zurück zum Zitat Xu H, Li X, Xie J, Yang Z, Wang B (2007) Diffusion-weighted magnetic resonance imaging of focal hepatic nodules in an experimental hepatocellular carcinoma rat model. Acad Radiol 14:279–286CrossRefPubMed Xu H, Li X, Xie J, Yang Z, Wang B (2007) Diffusion-weighted magnetic resonance imaging of focal hepatic nodules in an experimental hepatocellular carcinoma rat model. Acad Radiol 14:279–286CrossRefPubMed
12.
Zurück zum Zitat Le Bihan D, Breton E, Lallemand D, Aubin M (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505CrossRefPubMed Le Bihan D, Breton E, Lallemand D, Aubin M (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505CrossRefPubMed
13.
Zurück zum Zitat Dyvorne HA, Galea N, Nevers T, Fiel MI (2013) Diffusion-weighted imaging of the liver with multiple b values: effect of diffusion gradient polarity and breathing acquisition on image quality and intravoxel incoherent motion parameters—a pilot study. Radiology 266:920–929CrossRefPubMedPubMedCentral Dyvorne HA, Galea N, Nevers T, Fiel MI (2013) Diffusion-weighted imaging of the liver with multiple b values: effect of diffusion gradient polarity and breathing acquisition on image quality and intravoxel incoherent motion parameters—a pilot study. Radiology 266:920–929CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Cohen AD, Schieke MC, Hohenwalter MD, Schmainda KM (2015) The effect of low b-values on the intravoxel incoherent motion derived pseudodiffusion parameter in liver. Magn Reson Med 73:306–311CrossRefPubMed Cohen AD, Schieke MC, Hohenwalter MD, Schmainda KM (2015) The effect of low b-values on the intravoxel incoherent motion derived pseudodiffusion parameter in liver. Magn Reson Med 73:306–311CrossRefPubMed
15.
Zurück zum Zitat Woo S, Lee JM, Yoon JH, et al. (2014) Intravoxel incoherent motion diffusion-weighted MR imaging of hepatocellular carcinoma: correlation with enhancement degree and histologic grade. Radiology 270:758–767CrossRefPubMed Woo S, Lee JM, Yoon JH, et al. (2014) Intravoxel incoherent motion diffusion-weighted MR imaging of hepatocellular carcinoma: correlation with enhancement degree and histologic grade. Radiology 270:758–767CrossRefPubMed
16.
Zurück zum Zitat de Martel C, Maucort-Boulch D, Plummer M, Franceschi S (2015) World-wide relative contribution of hepatitis B and C viruses in hepatocellular carcinoma. Hepatology 62:1190–1200CrossRefPubMedPubMedCentral de Martel C, Maucort-Boulch D, Plummer M, Franceschi S (2015) World-wide relative contribution of hepatitis B and C viruses in hepatocellular carcinoma. Hepatology 62:1190–1200CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Yang JD, Roberts LR (2010) Epidemiology and management of hepatocellular carcinoma. Infect Dis Clin N Am 24:899–919CrossRef Yang JD, Roberts LR (2010) Epidemiology and management of hepatocellular carcinoma. Infect Dis Clin N Am 24:899–919CrossRef
19.
Zurück zum Zitat Zhou Y, Si X, Wu L, et al. (2011) Influence of viral hepatitis status on prognosis in patients undergoing hepatic resection for hepatocellular carcinoma: a meta-analysis of observational studies. World J Surg Oncol 9:108CrossRefPubMedPubMedCentral Zhou Y, Si X, Wu L, et al. (2011) Influence of viral hepatitis status on prognosis in patients undergoing hepatic resection for hepatocellular carcinoma: a meta-analysis of observational studies. World J Surg Oncol 9:108CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Kao W, Su C, Chau G, et al. (2011) A comparison of prognosis between patients with hepatitis B and C virus-related hepatocellular carcinoma undergoing resection surgery. World J Surg 35:858–867CrossRefPubMed Kao W, Su C, Chau G, et al. (2011) A comparison of prognosis between patients with hepatitis B and C virus-related hepatocellular carcinoma undergoing resection surgery. World J Surg 35:858–867CrossRefPubMed
21.
Zurück zum Zitat Kim SY, Lee SS, Byun JH, Park SH (2010) Malignant hepatic tumors: short-term reproducibility of apparent diffusion coefficients with breath-hold and respiratory-triggered diffusion weighted MR imaging. Radiology 255:815–823CrossRefPubMed Kim SY, Lee SS, Byun JH, Park SH (2010) Malignant hepatic tumors: short-term reproducibility of apparent diffusion coefficients with breath-hold and respiratory-triggered diffusion weighted MR imaging. Radiology 255:815–823CrossRefPubMed
23.
Zurück zum Zitat Wagner M, Doblas S, Daire J, Paradis V (2012) Diffusion-weighted MR imaging for the regional characterization of liver tumors. Radiology 264:464–472CrossRefPubMed Wagner M, Doblas S, Daire J, Paradis V (2012) Diffusion-weighted MR imaging for the regional characterization of liver tumors. Radiology 264:464–472CrossRefPubMed
24.
Zurück zum Zitat Delong ER, Delong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845CrossRefPubMed Delong ER, Delong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845CrossRefPubMed
25.
Zurück zum Zitat Lin Y, Li J, Zhang Z, et al. (2015) Comparison of intravoxel incoherent motion diffusion-weighted MR imaging and arterial spin labeling MR imaging in gliomas. BioMed Res Int 2015:1–10 Lin Y, Li J, Zhang Z, et al. (2015) Comparison of intravoxel incoherent motion diffusion-weighted MR imaging and arterial spin labeling MR imaging in gliomas. BioMed Res Int 2015:1–10
26.
Zurück zum Zitat Lemke A, Laun FB, Simon D, Stieltjes B, Schad LR (2010) An in vivo verification of the intravoxel incoherent motion effect in diffusion-weighted imaging of the abdomen. Magn Reson Med 64:1580–1585CrossRefPubMed Lemke A, Laun FB, Simon D, Stieltjes B, Schad LR (2010) An in vivo verification of the intravoxel incoherent motion effect in diffusion-weighted imaging of the abdomen. Magn Reson Med 64:1580–1585CrossRefPubMed
27.
28.
Zurück zum Zitat Lewin M, Fartoux L, Vignaud A, et al. (2011) The diffusion-weighted imaging perfusion fraction f is a potential marker of sorafenib treatment in advanced hepatocellular carcinoma: a pilot study. Eur Radiol 21:281–290CrossRefPubMed Lewin M, Fartoux L, Vignaud A, et al. (2011) The diffusion-weighted imaging perfusion fraction f is a potential marker of sorafenib treatment in advanced hepatocellular carcinoma: a pilot study. Eur Radiol 21:281–290CrossRefPubMed
29.
Zurück zum Zitat Kakite S, Dyvorne H, Besa C, et al. (2015) Hepatocellular carcinoma: short-term reproducibility of apparent diffusion coefficient and intravoxel incoherent motion parameters at 3.0 T. J Magn Reson Imaging 41:149–156CrossRefPubMed Kakite S, Dyvorne H, Besa C, et al. (2015) Hepatocellular carcinoma: short-term reproducibility of apparent diffusion coefficient and intravoxel incoherent motion parameters at 3.0 T. J Magn Reson Imaging 41:149–156CrossRefPubMed
30.
Zurück zum Zitat Andreou A, Koh DM, Collins DJ, et al. (2013) Measurement reproducibility of perfusion fraction and pseudodiffusion coefficient derived by intravoxel incoherent motion diffusion-weighted MR imaging in normal liver and metastases. Eur Radiol 23:428–434CrossRefPubMed Andreou A, Koh DM, Collins DJ, et al. (2013) Measurement reproducibility of perfusion fraction and pseudodiffusion coefficient derived by intravoxel incoherent motion diffusion-weighted MR imaging in normal liver and metastases. Eur Radiol 23:428–434CrossRefPubMed
31.
Zurück zum Zitat Kandpal H, Sharma R, Madhusudhan KS, Kapoor KS (2009) Respiratory-triggered versus breath-hold diffusion-weighted MRI of liver lesions: comparison of image quality and apparent diffusion coefficient values. Am J Roentgenol 192:915–922CrossRef Kandpal H, Sharma R, Madhusudhan KS, Kapoor KS (2009) Respiratory-triggered versus breath-hold diffusion-weighted MRI of liver lesions: comparison of image quality and apparent diffusion coefficient values. Am J Roentgenol 192:915–922CrossRef
32.
Zurück zum Zitat Kim SY, Lee SS, Park B, Kim N (2012) Reproducibility of measurement of apparent diffusion coefficients of malignant hepatic tumors: effect of DWI techniques and calculation methods. J Magn Reson Imaging 36:1131–1138CrossRefPubMed Kim SY, Lee SS, Park B, Kim N (2012) Reproducibility of measurement of apparent diffusion coefficients of malignant hepatic tumors: effect of DWI techniques and calculation methods. J Magn Reson Imaging 36:1131–1138CrossRefPubMed
33.
Zurück zum Zitat Kwee TC, Takahara T, Koh D, Nievelstein RAJ, Luijten PR (2008) Comparison and reproducibility of ADC measurements in breathhold, respiratory triggered, and free-breathing diffusion-weighted MR imaging of the liver. J Magn Reson Imaging 28:1141–1148CrossRefPubMed Kwee TC, Takahara T, Koh D, Nievelstein RAJ, Luijten PR (2008) Comparison and reproducibility of ADC measurements in breathhold, respiratory triggered, and free-breathing diffusion-weighted MR imaging of the liver. J Magn Reson Imaging 28:1141–1148CrossRefPubMed
34.
Zurück zum Zitat Nasu K, Kuroki Y, Fujii H, Minami M (2007) Hepatic pseudo-anisotropy: a specific artifact in hepatic diffusion-weighted images obtained with respiratory triggering. Magn Reson Mater Phys 20:205–211CrossRef Nasu K, Kuroki Y, Fujii H, Minami M (2007) Hepatic pseudo-anisotropy: a specific artifact in hepatic diffusion-weighted images obtained with respiratory triggering. Magn Reson Mater Phys 20:205–211CrossRef
35.
Zurück zum Zitat Dyvorne H, Jajamovich G, Kakite S, Kuehn B, Taouli B (2014) Intravoxel incoherent motion diffusion imaging of the liver: optimal b-value subsampling and impact on parameter precision and reproducibility. Eur J Radiol 83:2109–2113CrossRefPubMedPubMedCentral Dyvorne H, Jajamovich G, Kakite S, Kuehn B, Taouli B (2014) Intravoxel incoherent motion diffusion imaging of the liver: optimal b-value subsampling and impact on parameter precision and reproducibility. Eur J Radiol 83:2109–2113CrossRefPubMedPubMedCentral
36.
Zurück zum Zitat Cercueil J, Petit J, Nougaret S, et al. (2015) Intravoxel incoherent motion diffusion-weighted imaging in the liver: comparison of mono-, bi- and tri-exponential modelling at 3.0-T. Eur Radiol 25:1541–1550CrossRefPubMed Cercueil J, Petit J, Nougaret S, et al. (2015) Intravoxel incoherent motion diffusion-weighted imaging in the liver: comparison of mono-, bi- and tri-exponential modelling at 3.0-T. Eur Radiol 25:1541–1550CrossRefPubMed
Metadaten
Titel
Evaluating histologic differentiation of hepatitis B virus-related hepatocellular carcinoma using intravoxel incoherent motion and AFP levels alone and in combination
verfasst von
Qungang Shan
Jingbiao Chen
Tianhui Zhang
Ronghua Yan
Jun Wu
Yunhong Shu
Zhuang Kang
Bingjun He
Zhongping Zhang
Jin Wang
Publikationsdatum
24.03.2017
Verlag
Springer US
Erschienen in
Abdominal Radiology / Ausgabe 8/2017
Print ISSN: 2366-004X
Elektronische ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-017-1107-6

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