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Published in: CardioVascular and Interventional Radiology 6/2017

01-06-2017 | Clinical Investigation

Predicting Treatment Response of Colorectal Cancer Liver Metastases to Conventional Lipiodol-Based Transarterial Chemoembolization Using Diffusion-Weighted MR Imaging: Value of Pretreatment Apparent Diffusion Coefficients (ADC) and ADC Changes Under Therapy

Authors: Maximilian Lahrsow, Moritz H. Albrecht, Matthew W. Bickford, Thomas J. Vogl

Published in: CardioVascular and Interventional Radiology | Issue 6/2017

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Abstract

Purpose

To use absolute pretreatment apparent diffusion coefficients (ADC) derived from diffusion-weighted MR imaging (DWI) to predict response to repetitive cTACE for unresectable liver metastases of colorectal carcinoma (CRLM) at 1 and 3 months after start of treatment.

Materials and Methods

Fifty-five metastases in 34 patients were examined with DWI prior to treatment and 1 month after initial cTACE. Treatment was performed in 4-week intervals. Response was evaluated at 1 and 3 months after start of therapy. Metastases showing a decrease of ≥30% in axial diameter were classified as responding lesions.

Results

One month after initial cTACE, seven lesions showed early response. There was no significant difference in absolute pretreatment ADC values between responding and non-responding lesions (p = 0.94). Three months after initial cTACE, 17 metastases showed response. There was a significant difference (p = 0.021) between absolute pretreatment ADC values of lesions showing response (median 1.08 × 10−3 mm2/s) and no response (median 1.30 × 10−3 mm2/s). Pretreatment ADC showed fair diagnostic value to predict response (AUC 0.7). Lesions showing response at 3 months also revealed a significant increase in ADC between measurements before treatment and at one month after initial cTACE (p < 0.001). Applying an increase in ADC of 12.17%, response at 3 months after initial cTACE could be predicted with a sensitivity and specificity of 77 and 74%, respectively (AUC 0.817). Furthermore, there was a strong and significant correlation (r = 0.651, p < 0.001) between percentage change in size after third cTACE and percentage change in ADC.

Conclusion

In patients with CRLM, ADC measurements are potential biomarkers for assessing response to cTACE.
Literature
3.
go back to reference Gruber-Rouh T, Naguib NN, Eichler K, Ackermann H, Zangos S, Trojan J, et al. Transarterial chemoembolization of unresectable systemic chemotherapy-refractory liver metastases from colorectal cancer: long-term results over a 10-year period. Int J Cancer. 2014;134(5):1225–31. doi:10.1002/ijc.28443.CrossRefPubMed Gruber-Rouh T, Naguib NN, Eichler K, Ackermann H, Zangos S, Trojan J, et al. Transarterial chemoembolization of unresectable systemic chemotherapy-refractory liver metastases from colorectal cancer: long-term results over a 10-year period. Int J Cancer. 2014;134(5):1225–31. doi:10.​1002/​ijc.​28443.CrossRefPubMed
4.
go back to reference Koh D-M, Scurr E, Collins D, Kanber B, Norman A, Leach MO, et al. Predicting response of colorectal hepatic metastasis: value of pretreatment apparent diffusion coefficients. Am J Roentgenol. 2007;188(4):1001–8. doi:10.2214/AJR.06.0601.CrossRef Koh D-M, Scurr E, Collins D, Kanber B, Norman A, Leach MO, et al. Predicting response of colorectal hepatic metastasis: value of pretreatment apparent diffusion coefficients. Am J Roentgenol. 2007;188(4):1001–8. doi:10.​2214/​AJR.​06.​0601.CrossRef
5.
7.
go back to reference Koh DM, Collins DJ, Wallace T, Chau I, Riddell AM. Combining diffusion-weighted MRI with Gd-EOB-DTPA-enhanced MRI improves the detection of colorectal liver metastases. Br J Radiol. 1015;2012(85):980–9. doi:10.1259/bjr/91771639. Koh DM, Collins DJ, Wallace T, Chau I, Riddell AM. Combining diffusion-weighted MRI with Gd-EOB-DTPA-enhanced MRI improves the detection of colorectal liver metastases. Br J Radiol. 1015;2012(85):980–9. doi:10.​1259/​bjr/​91771639.
8.
go back to reference Qayyum A. Diffusion-weighted imaging in the abdomen and pelvis: concepts and applications. Radiogr A Rev Publ Radiol Soc North Am Inc. 2009;29(6):1797–810. doi:10.1148/rg.296095521. Qayyum A. Diffusion-weighted imaging in the abdomen and pelvis: concepts and applications. Radiogr A Rev Publ Radiol Soc North Am Inc. 2009;29(6):1797–810. doi:10.​1148/​rg.​296095521.
9.
go back to reference Chapiro J, Wood LD, Lin M, Duran R, Cornish T, Lesage D, et al. Radiologic-pathologic analysis of contrast-enhanced and diffusion-weighted MR imaging in patients with HCC after TACE: diagnostic accuracy of 3D quantitative image analysis. Radiology. 2014;273(3):746–58. doi:10.1148/radiol.14140033.CrossRefPubMedPubMedCentral Chapiro J, Wood LD, Lin M, Duran R, Cornish T, Lesage D, et al. Radiologic-pathologic analysis of contrast-enhanced and diffusion-weighted MR imaging in patients with HCC after TACE: diagnostic accuracy of 3D quantitative image analysis. Radiology. 2014;273(3):746–58. doi:10.​1148/​radiol.​14140033.CrossRefPubMedPubMedCentral
10.
go back to reference Chung JC, Naik NK, Lewandowski RJ, Deng J, Mulcahy MF, Kulik LM, et al. Diffusion-weighted magnetic resonance imaging to predict response of hepatocellular carcinoma to chemoembolization. World J Gastroenterol. 2010;16(25):3161–7.CrossRefPubMedPubMedCentral Chung JC, Naik NK, Lewandowski RJ, Deng J, Mulcahy MF, Kulik LM, et al. Diffusion-weighted magnetic resonance imaging to predict response of hepatocellular carcinoma to chemoembolization. World J Gastroenterol. 2010;16(25):3161–7.CrossRefPubMedPubMedCentral
11.
go back to reference Venturini M, Pilla L, Agostini G, Cappio S, Losio C, Orsi M, et al. Transarterial chemoembolization with drug-eluting beads preloaded with irinotecan as a first-line approach in uveal melanoma liver metastases: tumor response and predictive value of diffusion-weighted MR imaging in five patients. J Vasc Interv Radiol. 2012;23(7):937–41. doi:10.1016/j.jvir.2012.04.027.CrossRefPubMed Venturini M, Pilla L, Agostini G, Cappio S, Losio C, Orsi M, et al. Transarterial chemoembolization with drug-eluting beads preloaded with irinotecan as a first-line approach in uveal melanoma liver metastases: tumor response and predictive value of diffusion-weighted MR imaging in five patients. J Vasc Interv Radiol. 2012;23(7):937–41. doi:10.​1016/​j.​jvir.​2012.​04.​027.CrossRefPubMed
12.
go back to reference Schmeel FC, Simon B, Sabet A, Luetkens JA, Traber F, Schmeel LC, et al. Diffusion-weighted magnetic resonance imaging predicts survival in patients with liver-predominant metastatic colorectal cancer shortly after selective internal radiation therapy. Eur Radiol. 2016;. doi:10.1007/s00330-016-4430-3.PubMed Schmeel FC, Simon B, Sabet A, Luetkens JA, Traber F, Schmeel LC, et al. Diffusion-weighted magnetic resonance imaging predicts survival in patients with liver-predominant metastatic colorectal cancer shortly after selective internal radiation therapy. Eur Radiol. 2016;. doi:10.​1007/​s00330-016-4430-3.PubMed
13.
go back to reference Buijs M, Kamel IR, Vossen JA, Georgiades CS, Hong K, Geschwind JF. Assessment of metastatic breast cancer response to chemoembolization with contrast agent enhanced and diffusion-weighted MR imaging. J Vasc Interv Radiol. 2007;18(8):957–63. doi:10.1016/j.jvir.2007.04.025.CrossRefPubMed Buijs M, Kamel IR, Vossen JA, Georgiades CS, Hong K, Geschwind JF. Assessment of metastatic breast cancer response to chemoembolization with contrast agent enhanced and diffusion-weighted MR imaging. J Vasc Interv Radiol. 2007;18(8):957–63. doi:10.​1016/​j.​jvir.​2007.​04.​025.CrossRefPubMed
15.
16.
go back to reference Gruber-Rouh T, Marko C, Thalhammer A, Nour-Eldin NE, Langenbach M, Beeres M, et al. Current strategies in interventional oncology of colorectal liver metastases. Br J Radiol. 2016;89:20151060. doi:10.1259/bjr.20151060.CrossRef Gruber-Rouh T, Marko C, Thalhammer A, Nour-Eldin NE, Langenbach M, Beeres M, et al. Current strategies in interventional oncology of colorectal liver metastases. Br J Radiol. 2016;89:20151060. doi:10.​1259/​bjr.​20151060.CrossRef
17.
go back to reference El Kady RM, Choudhary AK, Tappouni R. Accuracy of apparent diffusion coefficient value measurement on pacs workstation: a comparative analysis. Am J Roentgenol. 2011;196(3):W280–4. doi:10.2214/AJR.10.4706.CrossRef El Kady RM, Choudhary AK, Tappouni R. Accuracy of apparent diffusion coefficient value measurement on pacs workstation: a comparative analysis. Am J Roentgenol. 2011;196(3):W280–4. doi:10.​2214/​AJR.​10.​4706.CrossRef
18.
go back to reference Deckers F, De Foer B, Van Mieghem F, Botelberge T, Weytjens R, Padhani A, et al. Apparent diffusion coefficient measurements as very early predictive markers of response to chemotherapy in hepatic metastasis: a preliminary investigation of reproducibility and diagnostic value. J Magn Reson Imaging. 2014;40(2):448–56. doi:10.1002/jmri.24359.CrossRefPubMed Deckers F, De Foer B, Van Mieghem F, Botelberge T, Weytjens R, Padhani A, et al. Apparent diffusion coefficient measurements as very early predictive markers of response to chemotherapy in hepatic metastasis: a preliminary investigation of reproducibility and diagnostic value. J Magn Reson Imaging. 2014;40(2):448–56. doi:10.​1002/​jmri.​24359.CrossRefPubMed
20.
go back to reference Vogl TJ, Gruber T, Balzer JO, Eichler K, Hammerstingl R, Zangos S. Repeated transarterial chemoembolization in the treatment of liver metastases of colorectal cancer: prospective study. Radiology. 2009;250(1):281–9. doi:10.1148/radiol.2501080295.CrossRefPubMed Vogl TJ, Gruber T, Balzer JO, Eichler K, Hammerstingl R, Zangos S. Repeated transarterial chemoembolization in the treatment of liver metastases of colorectal cancer: prospective study. Radiology. 2009;250(1):281–9. doi:10.​1148/​radiol.​2501080295.CrossRefPubMed
21.
go back to reference Evans JD. Straightforward statistics for the behavioral sciences. Pacific Grove: Brooks/Cole Publ. Co: An International Thomson Publ. Co; 1996. Evans JD. Straightforward statistics for the behavioral sciences. Pacific Grove: Brooks/Cole Publ. Co: An International Thomson Publ. Co; 1996.
22.
go back to reference Patterson DM, Padhani AR, Collins DJ. Technology insight: water diffusion MRI–a potential new biomarker of response to cancer therapy. Nat Clin Pract Oncol. 2008;5(4):220–33. doi:10.1038/ncponc1073.CrossRefPubMed Patterson DM, Padhani AR, Collins DJ. Technology insight: water diffusion MRI–a potential new biomarker of response to cancer therapy. Nat Clin Pract Oncol. 2008;5(4):220–33. doi:10.​1038/​ncponc1073.CrossRefPubMed
23.
go back to reference Kokabi N, Ludwig JM, Camacho JC, Xing M, Mittal PK, Kim HS. Baseline and early MR apparent diffusion coefficient quantification as a predictor of response of unresectable hepatocellular carcinoma to doxorubicin drug-eluting bead chemoembolization. J Vasc Interv Radiol. 2015;26(12):1777–86. doi:10.1016/j.jvir.2015.08.023.CrossRefPubMed Kokabi N, Ludwig JM, Camacho JC, Xing M, Mittal PK, Kim HS. Baseline and early MR apparent diffusion coefficient quantification as a predictor of response of unresectable hepatocellular carcinoma to doxorubicin drug-eluting bead chemoembolization. J Vasc Interv Radiol. 2015;26(12):1777–86. doi:10.​1016/​j.​jvir.​2015.​08.​023.CrossRefPubMed
24.
go back to reference Cui Y, Zhang X-P, Sun Y-S, Tang L, Shen L. Apparent diffusion coefficient: potential imaging biomarker for prediction and early detection of response to chemotherapy in hepatic metastases. Radiology. 2008;248(3):894–900. doi:10.1148/radiol.2483071407.CrossRefPubMed Cui Y, Zhang X-P, Sun Y-S, Tang L, Shen L. Apparent diffusion coefficient: potential imaging biomarker for prediction and early detection of response to chemotherapy in hepatic metastases. Radiology. 2008;248(3):894–900. doi:10.​1148/​radiol.​2483071407.CrossRefPubMed
25.
go back to reference Thoeny HC, De Keyzer F, Chen F, Vandecaveye V, Verbeken EK, Ahmed B, et al. Diffusion-weighted magnetic resonance imaging allows noninvasive in vivo monitoring of the effects of combretastatin a-4 phosphate after repeated administration. Neoplasia (New York, NY). 2005;7(8):779–87.CrossRef Thoeny HC, De Keyzer F, Chen F, Vandecaveye V, Verbeken EK, Ahmed B, et al. Diffusion-weighted magnetic resonance imaging allows noninvasive in vivo monitoring of the effects of combretastatin a-4 phosphate after repeated administration. Neoplasia (New York, NY). 2005;7(8):779–87.CrossRef
27.
go back to reference Mannelli L, Kim S, Hajdu CH, Babb JS, Taouli B. Serial diffusion-weighted MRI in patients with hepatocellular carcinoma: prediction and assessment of response to transarterial chemoembolization. Prelim Exp Eur J Radiol. 2013;82(4):577–82. doi:10.1016/j.ejrad.2012.11.026.CrossRef Mannelli L, Kim S, Hajdu CH, Babb JS, Taouli B. Serial diffusion-weighted MRI in patients with hepatocellular carcinoma: prediction and assessment of response to transarterial chemoembolization. Prelim Exp Eur J Radiol. 2013;82(4):577–82. doi:10.​1016/​j.​ejrad.​2012.​11.​026.CrossRef
28.
go back to reference Padhani AR, Liu G, Koh DM, Chenevert TL, Thoeny HC, Takahara T, et al. Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia (New York, NY). 2009;11(2):102–25.CrossRef Padhani AR, Liu G, Koh DM, Chenevert TL, Thoeny HC, Takahara T, et al. Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia (New York, NY). 2009;11(2):102–25.CrossRef
Metadata
Title
Predicting Treatment Response of Colorectal Cancer Liver Metastases to Conventional Lipiodol-Based Transarterial Chemoembolization Using Diffusion-Weighted MR Imaging: Value of Pretreatment Apparent Diffusion Coefficients (ADC) and ADC Changes Under Therapy
Authors
Maximilian Lahrsow
Moritz H. Albrecht
Matthew W. Bickford
Thomas J. Vogl
Publication date
01-06-2017
Publisher
Springer US
Published in
CardioVascular and Interventional Radiology / Issue 6/2017
Print ISSN: 0174-1551
Electronic ISSN: 1432-086X
DOI
https://doi.org/10.1007/s00270-017-1634-0

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