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Published in: European Radiology 5/2018

01-05-2018 | Gastrointestinal

Prediction of the histopathologic findings of intrahepatic cholangiocarcinoma: qualitative and quantitative assessment of diffusion-weighted imaging

Authors: Sara Lewis, Cecilia Besa, Mathilde Wagner, Kartik Jhaveri, Shingo Kihira, Hongfa Zhu, Nima Sadoughi, Sandra Fischer, Amogh Srivastava, Eric Yee, Koenraad Mortele, James Babb, Swan Thung, Bachir Taouli

Published in: European Radiology | Issue 5/2018

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Abstract

Objective

To correlate qualitative and quantitative diffusion weighted imaging (DWI) characteristics of intrahepatic cholangiocarcinoma (ICC) with histopathologic tumour grade and fibrosis content.

Methods

Fifty-one patients (21M/30F; mean age 61y) with ICC and MRI including DWI were included in this IRB-approved multicentre retrospective study. Qualitative tumour features were assessed. Tumour apparent diffusion coefficient (ADC) mean, minimum, and normalized (nADCliver) values were computed. Tumour grade [well(G1), moderately(G2), or poorly differentiated(G3)] and tumour fibrosis content [minimal(1), moderate(2), or abundant(3)] were categorized pathologically. Imaging findings and ADC values were compared with pathologic measures. Utility of ADC values for predicting tumour grade was assessed using ROC analysis.

Results

51 ICCs (mean size 6.5±1.1 cm) were assessed. 33/51(64%) of ICCs demonstrated diffuse hyperintensity and 15/51(29%) demonstrated target appearance on DWI. Infiltrative morphology (p=0.02) and tumour size (p=0.04) were associated with G3. ADCmean and nADCmean of G3 (1.32±0.47x10-3 mm2/sec and 0.97±0.95) were lower than G1+G2 (1.57±0.39x10-3 mm2/sec and 1.24±0.49; p=0.03 and p=0.04). ADCmean and nADCmean were inversely correlated with tumour grade (p<0.025). No correlation was found between ADC and tumour fibrosis content. AUROC, sensitivity and specificity of nADCmean for G3 versus G1+G2 were 0.71, 89.5% and 55.5%.

Conclusion

ADC quantification has reasonable accuracy for predicting ICC grade.

Key Points

• ADC quantification was useful for predicting ICC tumour grade.
• Infiltrative tumour morphology and size were associated with poorly differentiated ICCs.
• ADC values depended more on ICC tumour grade than fibrosis content.
• Ability to predict ICC tumour grade non-invasively could impact patient management.
Appendix
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Literature
1.
3.
go back to reference Kawarada Y, Yamagiwa K, Das BC (2002) Analysis of the relationships between clinicopathologic factors and survival time in intrahepatic cholangiocarcinoma. Am J Surg 183:679–685CrossRefPubMed Kawarada Y, Yamagiwa K, Das BC (2002) Analysis of the relationships between clinicopathologic factors and survival time in intrahepatic cholangiocarcinoma. Am J Surg 183:679–685CrossRefPubMed
4.
go back to reference DeOliveira ML, Cunningham SC, Cameron JL et al (2007) Cholangiocarcinoma: thirty-one-year experience with 564 patients at a single institution. Ann Surg 245:755–762CrossRefPubMedPubMedCentral DeOliveira ML, Cunningham SC, Cameron JL et al (2007) Cholangiocarcinoma: thirty-one-year experience with 564 patients at a single institution. Ann Surg 245:755–762CrossRefPubMedPubMedCentral
5.
go back to reference Konstadoulakis MM, Roayaie S, Gomatos IP et al (2008) Fifteen-year, single-center experience with the surgical management of intrahepatic cholangiocarcinoma: operative results and long-term outcome. Surgery 143:366–374CrossRefPubMed Konstadoulakis MM, Roayaie S, Gomatos IP et al (2008) Fifteen-year, single-center experience with the surgical management of intrahepatic cholangiocarcinoma: operative results and long-term outcome. Surgery 143:366–374CrossRefPubMed
6.
go back to reference Choi SB, Kim KS, Choi JY et al (2009) The prognosis and survival outcome of intrahepatic cholangiocarcinoma following surgical resection: association of lymph node metastasis and lymph node dissection with survival. Ann Surg Oncol 16:3048–3056CrossRefPubMed Choi SB, Kim KS, Choi JY et al (2009) The prognosis and survival outcome of intrahepatic cholangiocarcinoma following surgical resection: association of lymph node metastasis and lymph node dissection with survival. Ann Surg Oncol 16:3048–3056CrossRefPubMed
7.
go back to reference Saiura A, Yamamoto J, Kokudo N et al (2011) Intrahepatic cholangiocarcinoma: analysis of 44 consecutive resected cases including 5 cases with repeat resections. Am J Surg 201:203–208CrossRefPubMed Saiura A, Yamamoto J, Kokudo N et al (2011) Intrahepatic cholangiocarcinoma: analysis of 44 consecutive resected cases including 5 cases with repeat resections. Am J Surg 201:203–208CrossRefPubMed
8.
go back to reference Miura JT, Johnston FM, Tsai S et al (2015) Chemotherapy for Surgically Resected Intrahepatic Cholangiocarcinoma. Ann Surg Oncol 22:3716–3723CrossRefPubMed Miura JT, Johnston FM, Tsai S et al (2015) Chemotherapy for Surgically Resected Intrahepatic Cholangiocarcinoma. Ann Surg Oncol 22:3716–3723CrossRefPubMed
9.
go back to reference Kajiyama K, Maeda T, Takenaka K, Sugimachi K, Tsuneyoshi M (1999) The significance of stromal desmoplasia in intrahepatic cholangiocarcinoma: a special reference of 'scirrhous-type' and 'nonscirrhous-type' growth. Am J Surg Pathol 23:892–902CrossRefPubMed Kajiyama K, Maeda T, Takenaka K, Sugimachi K, Tsuneyoshi M (1999) The significance of stromal desmoplasia in intrahepatic cholangiocarcinoma: a special reference of 'scirrhous-type' and 'nonscirrhous-type' growth. Am J Surg Pathol 23:892–902CrossRefPubMed
10.
go back to reference Parikh T, Drew SJ, Lee VS et al (2008) Focal liver lesion detection and characterization with diffusion-weighted MR imaging: comparison with standard breath-hold T2-weighted imaging. Radiology 246:812–822CrossRefPubMed Parikh T, Drew SJ, Lee VS et al (2008) Focal liver lesion detection and characterization with diffusion-weighted MR imaging: comparison with standard breath-hold T2-weighted imaging. Radiology 246:812–822CrossRefPubMed
11.
go back to reference Lewis S, Dyvorne H, Cui Y, Taouli B (2014) Diffusion-weighted imaging of the liver: techniques and applications. Magn Reson Imaging Clin N Am 22:373–395CrossRefPubMedPubMedCentral Lewis S, Dyvorne H, Cui Y, Taouli B (2014) Diffusion-weighted imaging of the liver: techniques and applications. Magn Reson Imaging Clin N Am 22:373–395CrossRefPubMedPubMedCentral
12.
go back to reference Le Bihan D (1991) Molecular diffusion nuclear magnetic resonance imaging. Magn Reson Q 7:1-30 Le Bihan D (1991) Molecular diffusion nuclear magnetic resonance imaging. Magn Reson Q 7:1-30
13.
14.
go back to reference 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
15.
go back to reference Cui XY, Chen HW, Cai S et al (2012) Diffusion-weighted MR imaging for detection of extrahepatic cholangiocarcinoma. Eur J Radiol 81:2961–2965CrossRefPubMed Cui XY, Chen HW, Cai S et al (2012) Diffusion-weighted MR imaging for detection of extrahepatic cholangiocarcinoma. Eur J Radiol 81:2961–2965CrossRefPubMed
16.
go back to reference Park HJ, Kim YK, Park MJ, Lee WJ (2013) Small intrahepatic mass-forming cholangiocarcinoma: target sign on diffusion-weighted imaging for differentiation from hepatocellular carcinoma. Abdom Imaging 38:793–801CrossRefPubMed Park HJ, Kim YK, Park MJ, Lee WJ (2013) Small intrahepatic mass-forming cholangiocarcinoma: target sign on diffusion-weighted imaging for differentiation from hepatocellular carcinoma. Abdom Imaging 38:793–801CrossRefPubMed
17.
go back to reference Fattach HE, Dohan A, Guerrache Y et al (2015) Intrahepatic and hilar mass-forming cholangiocarcinoma: Qualitative and quantitative evaluation with diffusion-weighted MR imaging. Eur J Radiol 84:1444–1451CrossRefPubMed Fattach HE, Dohan A, Guerrache Y et al (2015) Intrahepatic and hilar mass-forming cholangiocarcinoma: Qualitative and quantitative evaluation with diffusion-weighted MR imaging. Eur J Radiol 84:1444–1451CrossRefPubMed
19.
go back to reference Grazioli L, Olivetti L, Fugazzola C et al (1999) The pseudocapsule in hepatocellular carcinoma: correlation between dynamic MR imaging and pathology. Eur Radiol 9:62–67CrossRefPubMed Grazioli L, Olivetti L, Fugazzola C et al (1999) The pseudocapsule in hepatocellular carcinoma: correlation between dynamic MR imaging and pathology. Eur Radiol 9:62–67CrossRefPubMed
20.
go back to reference Tonan T, Fujimoto K, Qayyum A (2010) Chronic hepatitis and cirrhosis on MR imaging. Magn Reson Imaging Clin N Am 18(383-402):ix Tonan T, Fujimoto K, Qayyum A (2010) Chronic hepatitis and cirrhosis on MR imaging. Magn Reson Imaging Clin N Am 18(383-402):ix
21.
go back to reference Tang LH, Berlin J, Branton P et al (2013) Protocol for the Examination of Specimens From Patients With Carcinoma of the Intrahepatic Bile Ducts. Tang LH, Berlin J, Branton P et al (2013) Protocol for the Examination of Specimens From Patients With Carcinoma of the Intrahepatic Bile Ducts.
22.
go back to reference Bedossa P, Poynard T (1996) An algorithm for the grading of activity in chronic hepatitis C. The METAVIR Cooperative Study Group. Hepatology 24:289–293 Bedossa P, Poynard T (1996) An algorithm for the grading of activity in chronic hepatitis C. The METAVIR Cooperative Study Group. Hepatology 24:289–293
23.
go back to reference Dale BM, Braithwaite AC, Boll DT, Merkle EM (2010) Field strength and diffusion encoding technique affect the apparent diffusion coefficient measurements in diffusion-weighted imaging of the abdomen. Invest Radiol 45:104–108CrossRefPubMed Dale BM, Braithwaite AC, Boll DT, Merkle EM (2010) Field strength and diffusion encoding technique affect the apparent diffusion coefficient measurements in diffusion-weighted imaging of the abdomen. Invest Radiol 45:104–108CrossRefPubMed
24.
go back to reference Chandarana H, Taouli B (2010) Diffusion and perfusion imaging of the liver. Eur J Radiol 76:348–358CrossRefPubMed Chandarana H, Taouli B (2010) Diffusion and perfusion imaging of the liver. Eur J Radiol 76:348–358CrossRefPubMed
25.
go back to reference Huang Z, Xu X, Meng X et al (2015) Correlations between ADC values and molecular markers of Ki-67 and HIF-1alpha in hepatocellular carcinoma. Eur J Radiol 84:2464–2469CrossRefPubMed Huang Z, Xu X, Meng X et al (2015) Correlations between ADC values and molecular markers of Ki-67 and HIF-1alpha in hepatocellular carcinoma. Eur J Radiol 84:2464–2469CrossRefPubMed
26.
go back to reference Choi JS, Kim MJ, Choi JY, Park MS, Lim JS, Kim KW (2010) Diffusion-weighted MR imaging of liver on 3.0-Tesla system: effect of intravenous administration of gadoxetic acid disodium. Eur Radiol 20:1052–1060CrossRefPubMed Choi JS, Kim MJ, Choi JY, Park MS, Lim JS, Kim KW (2010) Diffusion-weighted MR imaging of liver on 3.0-Tesla system: effect of intravenous administration of gadoxetic acid disodium. Eur Radiol 20:1052–1060CrossRefPubMed
27.
go back to reference Kitis O, Altay H, Calli C, Yunten N, Akalin T, Yurtseven T (2005) Minimum apparent diffusion coefficients in the evaluation of brain tumors. Eur J Radiol 55:393–400CrossRefPubMed Kitis O, Altay H, Calli C, Yunten N, Akalin T, Yurtseven T (2005) Minimum apparent diffusion coefficients in the evaluation of brain tumors. Eur J Radiol 55:393–400CrossRefPubMed
28.
go back to reference Lee EJ, Lee SK, Agid R, Bae JM, Keller A, Terbrugge K (2008) Preoperative grading of presumptive low-grade astrocytomas on MR imaging: diagnostic value of minimum apparent diffusion coefficient. AJNR Am J Neuroradiol 29:1872–1877CrossRefPubMed Lee EJ, Lee SK, Agid R, Bae JM, Keller A, Terbrugge K (2008) Preoperative grading of presumptive low-grade astrocytomas on MR imaging: diagnostic value of minimum apparent diffusion coefficient. AJNR Am J Neuroradiol 29:1872–1877CrossRefPubMed
30.
go back to reference Soyer P, Kanematsu M, Taouli B et al (2013) ADC normalization: a promising research track for diffusion-weighted MR imaging of the abdomen. Diagn Interv Imaging 94:571–573CrossRefPubMed Soyer P, Kanematsu M, Taouli B et al (2013) ADC normalization: a promising research track for diffusion-weighted MR imaging of the abdomen. Diagn Interv Imaging 94:571–573CrossRefPubMed
31.
go back to reference Do RK, Chandarana H, Felker E et al (2010) Diagnosis of liver fibrosis and cirrhosis with diffusion-weighted imaging: value of normalized apparent diffusion coefficient using the spleen as reference organ. AJR Am J Roentgenol 195:671–676CrossRefPubMed Do RK, Chandarana H, Felker E et al (2010) Diagnosis of liver fibrosis and cirrhosis with diffusion-weighted imaging: value of normalized apparent diffusion coefficient using the spleen as reference organ. AJR Am J Roentgenol 195:671–676CrossRefPubMed
32.
go back to reference Papanikolaou N, Gourtsoyianni S, Yarmenitis S, Maris T, Gourtsoyiannis N (2010) Comparison between two-point and four-point methods for quantification of apparent diffusion coefficient of normal liver parenchyma and focal lesions. Value of normalization with spleen. Eur J Radiol 73:305–309CrossRefPubMed Papanikolaou N, Gourtsoyianni S, Yarmenitis S, Maris T, Gourtsoyiannis N (2010) Comparison between two-point and four-point methods for quantification of apparent diffusion coefficient of normal liver parenchyma and focal lesions. Value of normalization with spleen. Eur J Radiol 73:305–309CrossRefPubMed
33.
go back to reference Endo I, Gonen M, Yopp AC et al (2008) Intrahepatic cholangiocarcinoma: rising frequency, improved survival, and determinants of outcome after resection. Ann Surg 248:84–96CrossRefPubMed Endo I, Gonen M, Yopp AC et al (2008) Intrahepatic cholangiocarcinoma: rising frequency, improved survival, and determinants of outcome after resection. Ann Surg 248:84–96CrossRefPubMed
34.
go back to reference Pascher A, Jonas S, Neuhaus P (2003) Intrahepatic cholangiocarcinoma: indication for transplantation. J Hepatobiliary Pancreat Surg 10:282–287CrossRefPubMed Pascher A, Jonas S, Neuhaus P (2003) Intrahepatic cholangiocarcinoma: indication for transplantation. J Hepatobiliary Pancreat Surg 10:282–287CrossRefPubMed
35.
go back to reference Sapisochin G, Rodriguez de Lope C, Gastaca M et al (2014) "Very early" intrahepatic cholangiocarcinoma in cirrhotic patients: should liver transplantation be reconsidered in these patients? Am J Transplant 14:660–667CrossRefPubMed Sapisochin G, Rodriguez de Lope C, Gastaca M et al (2014) "Very early" intrahepatic cholangiocarcinoma in cirrhotic patients: should liver transplantation be reconsidered in these patients? Am J Transplant 14:660–667CrossRefPubMed
Metadata
Title
Prediction of the histopathologic findings of intrahepatic cholangiocarcinoma: qualitative and quantitative assessment of diffusion-weighted imaging
Authors
Sara Lewis
Cecilia Besa
Mathilde Wagner
Kartik Jhaveri
Shingo Kihira
Hongfa Zhu
Nima Sadoughi
Sandra Fischer
Amogh Srivastava
Eric Yee
Koenraad Mortele
James Babb
Swan Thung
Bachir Taouli
Publication date
01-05-2018
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 5/2018
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-017-5156-6

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