Skip to main content
Top
Published in: European Radiology 8/2014

01-08-2014 | Computed Tomography

Dual-energy computed tomography for the assessment of early treatment effects of regorafenib in a preclinical tumor model: comparison with dynamic contrast-enhanced CT and conventional contrast-enhanced single-energy CT

Authors: Gesine Knobloch, Gregor Jost, Alexander Huppertz, Bernd Hamm, Hubertus Pietsch

Published in: European Radiology | Issue 8/2014

Login to get access

Abstract

Objectives

The potential diagnostic value of dual-energy computed tomography (DE-CT) compared to dynamic contrast-enhanced CT (DCE-CT) and conventional contrast-enhanced CT (CE-CT) in the assessment of early regorafenib treatment effects was evaluated in a preclinical setting.

Methods

A rat GS9L glioma model was examined with contrast-enhanced dynamic DE-CT measurements (80 kV/140 kV) for 4 min before and on days 1 and 4 after the start of daily regorafenib or placebo treatment. Tumour time-density curves (0-240 s, 80 kV), DE-CT (60 s) derived iodine maps and the DCE-CT (0-30 s, 80 kV) based parameters blood flow (BF), blood volume (BV) and permeability (PMB) were calculated and compared to conventional CE-CT (60 s, 80 kV).

Results

The regorafenib group showed a marked decrease in the tumour time-density curve, a significantly lower iodine concentration and a significantly lower PMB on day 1 and 4 compared to baseline, which was not observed for the placebo group. CE-CT showed a significant decrease in tumour density on day 4 but not on day 1. The DE-CT-derived iodine concentrations correlated with PMB and BV but not with BF.

Conclusions

DE-CT allows early treatment monitoring, which correlates with DCE-CT. Superior performance was observed compared to single-energy CE-CT.

Key Points

Regorafenib treatment response was evaluated by CT in a rat tumour model.
Dual-energy contrast-enhanced CT allows early treatment monitoring of targeted anti-tumour therapies.
Dual-energy CT showed higher diagnostic potential than conventional contrast enhanced single-energy CT.
Dual-energy CT showed diagnostic potential comparable to dynamic contrast-enhanced CT.
Dual-energy CT is a promising method for efficient clinical treatment response evaluation.
Literature
1.
go back to reference Therasse P, Arbuck SG, Eisenhauer EA et al (2000) New guidelines to evaluate the response to treatment in solid tumors. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada. J Natl Cancer Inst 92(3):205–216PubMedCrossRef Therasse P, Arbuck SG, Eisenhauer EA et al (2000) New guidelines to evaluate the response to treatment in solid tumors. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada. J Natl Cancer Inst 92(3):205–216PubMedCrossRef
2.
go back to reference Eisenhauer EA, Therasse P, Bogaerts J et al (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45(2):228–247PubMedCrossRef Eisenhauer EA, Therasse P, Bogaerts J et al (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45(2):228–247PubMedCrossRef
3.
go back to reference Motzer RJ, Hutson TE, Tomczak P et al (2007) Sunitinib versus interferon alfa in metastatic renal-cell carcinoma. N Engl J Med 356(2):115–124PubMedCrossRef Motzer RJ, Hutson TE, Tomczak P et al (2007) Sunitinib versus interferon alfa in metastatic renal-cell carcinoma. N Engl J Med 356(2):115–124PubMedCrossRef
4.
go back to reference Benjamin RS, Choi H, Macapinlac HA et al (2007) We should desist using RECIST, at least in GIST. J Clin Oncol : Off J Am Soc Clin Oncol 25(13):1760–1764CrossRef Benjamin RS, Choi H, Macapinlac HA et al (2007) We should desist using RECIST, at least in GIST. J Clin Oncol : Off J Am Soc Clin Oncol 25(13):1760–1764CrossRef
5.
go back to reference Choi H, Charnsangavej C, Faria SC et al (2007) Correlation of computed tomography and positron emission tomography in patients with metastatic gastrointestinal stromal tumor treated at a single institution with imatinib mesylate: proposal of new computed tomography response criteria. J Clin Oncol : Off J Am Soc Clin Oncol 25(13):1753–1759CrossRef Choi H, Charnsangavej C, Faria SC et al (2007) Correlation of computed tomography and positron emission tomography in patients with metastatic gastrointestinal stromal tumor treated at a single institution with imatinib mesylate: proposal of new computed tomography response criteria. J Clin Oncol : Off J Am Soc Clin Oncol 25(13):1753–1759CrossRef
6.
go back to reference Ratain MJ, Eisen T, Stadler WM et al (2006) Phase II placebo-controlled randomized discontinuation trial of sorafenib in patients with metastatic renal cell carcinoma. J Clin Oncol Off J Am Soc Clin Oncol 24(16):2505–2512CrossRef Ratain MJ, Eisen T, Stadler WM et al (2006) Phase II placebo-controlled randomized discontinuation trial of sorafenib in patients with metastatic renal cell carcinoma. J Clin Oncol Off J Am Soc Clin Oncol 24(16):2505–2512CrossRef
7.
go back to reference Faivre S, Delbaldo C, Vera K et al (2006) Safety, pharmacokinetic, and antitumor activity of SU11248, a novel oral multitarget tyrosine kinase inhibitor, in patients with cancer. J Clin Oncol Off J Am Soc Clin Oncol 24(1):25–35CrossRef Faivre S, Delbaldo C, Vera K et al (2006) Safety, pharmacokinetic, and antitumor activity of SU11248, a novel oral multitarget tyrosine kinase inhibitor, in patients with cancer. J Clin Oncol Off J Am Soc Clin Oncol 24(1):25–35CrossRef
8.
go back to reference Choi H (2005) Critical issues in response evaluation on computed tomography: lessons from the gastrointestinal stromal tumor model. Curr Oncol Rep 7(4):307–311PubMedCrossRef Choi H (2005) Critical issues in response evaluation on computed tomography: lessons from the gastrointestinal stromal tumor model. Curr Oncol Rep 7(4):307–311PubMedCrossRef
9.
go back to reference Goh V, Halligan S, Daley F, Wellsted DM, Guenther T, Bartram CI (2008) Colorectal tumor vascularity: quantitative assessment with multidetector CT–do tumor perfusion measurements reflect angiogenesis? Radiology 249(2):510–517PubMedCrossRef Goh V, Halligan S, Daley F, Wellsted DM, Guenther T, Bartram CI (2008) Colorectal tumor vascularity: quantitative assessment with multidetector CT–do tumor perfusion measurements reflect angiogenesis? Radiology 249(2):510–517PubMedCrossRef
10.
go back to reference d’Assignies G, Couvelard A, Bahrami S et al (2009) Pancreatic endocrine tumors: tumor blood flow assessed with perfusion CT reflects angiogenesis and correlates with prognostic factors. Radiology 250(2):407–416PubMedCrossRef d’Assignies G, Couvelard A, Bahrami S et al (2009) Pancreatic endocrine tumors: tumor blood flow assessed with perfusion CT reflects angiogenesis and correlates with prognostic factors. Radiology 250(2):407–416PubMedCrossRef
11.
go back to reference Kan ZX, Phongkitkarun S, Kobayashi S et al (2005) Functional CT for quantifying tumor perfusion in antiangiogenic therapy in a rat model. Radiology 237(1):151–158PubMedCrossRef Kan ZX, Phongkitkarun S, Kobayashi S et al (2005) Functional CT for quantifying tumor perfusion in antiangiogenic therapy in a rat model. Radiology 237(1):151–158PubMedCrossRef
12.
go back to reference Lee TY, Purdie TG, Stewart E (2003) CT imaging of angiogenesis. Q J Nucl Med 47(3):171–187PubMed Lee TY, Purdie TG, Stewart E (2003) CT imaging of angiogenesis. Q J Nucl Med 47(3):171–187PubMed
13.
go back to reference Lind JS, Meijerink MR, Dingemans AM et al (2010) Dynamic contrast-enhanced CT in patients treated with sorafenib and erlotinib for non-small cell lung cancer: a new method of monitoring treatment? Eur Radiol 20(12):2890–2898PubMedCentralPubMedCrossRef Lind JS, Meijerink MR, Dingemans AM et al (2010) Dynamic contrast-enhanced CT in patients treated with sorafenib and erlotinib for non-small cell lung cancer: a new method of monitoring treatment? Eur Radiol 20(12):2890–2898PubMedCentralPubMedCrossRef
14.
go back to reference Cyran CC, Kazmierczak PM, Hirner H et al (2013) Regorafenib effects on human colon carcinoma xenografts monitored by dynamic contrast-enhanced computed tomography with immunohistochemical validation. PLoS ONE 8(9):e76009PubMedCentralPubMedCrossRef Cyran CC, Kazmierczak PM, Hirner H et al (2013) Regorafenib effects on human colon carcinoma xenografts monitored by dynamic contrast-enhanced computed tomography with immunohistochemical validation. PLoS ONE 8(9):e76009PubMedCentralPubMedCrossRef
15.
go back to reference Yuan F, Chen Y, Dellian M, Safabakhsh N, Ferrara N, Jain RK (1996) Time-dependent vascular regression and permeability changes in established human tumor xenografts induced by an anti-vascular endothelial growth factor/vascular permeability factor antibody. Proc Natl Acad Sci U S A 93(25):14765–14770PubMedCentralPubMedCrossRef Yuan F, Chen Y, Dellian M, Safabakhsh N, Ferrara N, Jain RK (1996) Time-dependent vascular regression and permeability changes in established human tumor xenografts induced by an anti-vascular endothelial growth factor/vascular permeability factor antibody. Proc Natl Acad Sci U S A 93(25):14765–14770PubMedCentralPubMedCrossRef
16.
go back to reference Winklehner A, Goetti R, Baumueller S et al (2011) Automated attenuation-based tube potential selection for thoracoabdominal computed tomography angiography: improved dose effectiveness. Invest Radiol 46(12):767–773PubMedCrossRef Winklehner A, Goetti R, Baumueller S et al (2011) Automated attenuation-based tube potential selection for thoracoabdominal computed tomography angiography: improved dose effectiveness. Invest Radiol 46(12):767–773PubMedCrossRef
17.
go back to reference Pontana F, Duhamel A, Pagniez J et al (2011) Chest computed tomography using iterative reconstruction vs filtered back projection (Part 2): image quality of low-dose CT examinations in 80 patients. Eur Radiol 21(3):636–643PubMedCrossRef Pontana F, Duhamel A, Pagniez J et al (2011) Chest computed tomography using iterative reconstruction vs filtered back projection (Part 2): image quality of low-dose CT examinations in 80 patients. Eur Radiol 21(3):636–643PubMedCrossRef
18.
go back to reference Brix G, Griebel J, Kiessling F, Wenz F (2010) Tracer kinetic modelling of tumour angiogenesis based on dynamic contrast-enhanced CT and MRI measurements. Eur J Nucl Med Mol Imaging 37(Suppl 1):S30–S51PubMedCrossRef Brix G, Griebel J, Kiessling F, Wenz F (2010) Tracer kinetic modelling of tumour angiogenesis based on dynamic contrast-enhanced CT and MRI measurements. Eur J Nucl Med Mol Imaging 37(Suppl 1):S30–S51PubMedCrossRef
19.
go back to reference Johnson TRC, Krauss B, Sedlmair M et al (2007) Material differentiation by dual energy CT: initial experience. Eur Radiol 17(6):1510–1517PubMedCrossRef Johnson TRC, Krauss B, Sedlmair M et al (2007) Material differentiation by dual energy CT: initial experience. Eur Radiol 17(6):1510–1517PubMedCrossRef
20.
go back to reference Henzler T, Fink C, Schoenberg SO, Schoepf UJ (2012) Dual-Energy CT: Radiation Dose Aspects. Am J Roentgenol 199(5):S16–S25CrossRef Henzler T, Fink C, Schoenberg SO, Schoepf UJ (2012) Dual-Energy CT: Radiation Dose Aspects. Am J Roentgenol 199(5):S16–S25CrossRef
21.
go back to reference Schenzle JC, Sommer WH, Neumaier K et al (2010) Dual Energy CT of the Chest: How About the Dose? Invest Radiol 45(6):347–353PubMed Schenzle JC, Sommer WH, Neumaier K et al (2010) Dual Energy CT of the Chest: How About the Dose? Invest Radiol 45(6):347–353PubMed
22.
go back to reference Kerl JM, Bauer R, Maurer T et al (2011) Dose levels at coronary CT angiography—a comparison of dual energy-, dual source- and 16-slice CT. Eur Radiol 21(3):530–537PubMedCrossRef Kerl JM, Bauer R, Maurer T et al (2011) Dose levels at coronary CT angiography—a comparison of dual energy-, dual source- and 16-slice CT. Eur Radiol 21(3):530–537PubMedCrossRef
23.
go back to reference Zordo T, Lutterotti K, Dejaco C et al (2012) Comparison of image quality and radiation dose of different pulmonary CTA protocols on a 128-slice CT: high-pitch dual source CT, dual energy CT and conventional spiral CT. Eur Radiol 22(2):279–286PubMedCrossRef Zordo T, Lutterotti K, Dejaco C et al (2012) Comparison of image quality and radiation dose of different pulmonary CTA protocols on a 128-slice CT: high-pitch dual source CT, dual energy CT and conventional spiral CT. Eur Radiol 22(2):279–286PubMedCrossRef
24.
go back to reference Simons D, Kachelriess M, Schlemmer HP (2014) Recent developments of dual-energy CT in oncology. Eur Radiol 24(4):930–939PubMedCrossRef Simons D, Kachelriess M, Schlemmer HP (2014) Recent developments of dual-energy CT in oncology. Eur Radiol 24(4):930–939PubMedCrossRef
25.
go back to reference Eisen T, Joensuu H, Nathan PD et al (2012) Regorafenib for patients with previously untreated metastatic or unresectable renal-cell carcinoma: a single-group phase 2 trial. Lancet Oncol 13(10):1055–1062PubMedCrossRef Eisen T, Joensuu H, Nathan PD et al (2012) Regorafenib for patients with previously untreated metastatic or unresectable renal-cell carcinoma: a single-group phase 2 trial. Lancet Oncol 13(10):1055–1062PubMedCrossRef
26.
go back to reference Wilhelm SM, Dumas J, Adnane L et al (2011) Regorafenib (BAY 73-4506): a new oral multikinase inhibitor of angiogenic, stromal and oncogenic receptor tyrosine kinases with potent preclinical antitumor activity. Int J Cancer 129(1):245–255PubMedCrossRef Wilhelm SM, Dumas J, Adnane L et al (2011) Regorafenib (BAY 73-4506): a new oral multikinase inhibitor of angiogenic, stromal and oncogenic receptor tyrosine kinases with potent preclinical antitumor activity. Int J Cancer 129(1):245–255PubMedCrossRef
27.
go back to reference Mahnken AH, Klotz E, Pietsch H et al (2010) Quantitative whole heart stress perfusion CT imaging as noninvasive assessment of hemodynamics in coronary artery stenosis: preliminary animal experience. Invest Radiol 45(6):298–305PubMed Mahnken AH, Klotz E, Pietsch H et al (2010) Quantitative whole heart stress perfusion CT imaging as noninvasive assessment of hemodynamics in coronary artery stenosis: preliminary animal experience. Invest Radiol 45(6):298–305PubMed
28.
go back to reference Jost G, Pietsch H, Grenacher L (2013) Dynamic contrast-enhanced computed tomography to assess antitumor treatment effects: comparison of two contrast agents with different pharmacokinetics. Invest Radiol 48(10):715–721PubMedCrossRef Jost G, Pietsch H, Grenacher L (2013) Dynamic contrast-enhanced computed tomography to assess antitumor treatment effects: comparison of two contrast agents with different pharmacokinetics. Invest Radiol 48(10):715–721PubMedCrossRef
29.
go back to reference Apfaltrer P, Meyer M, Meier C et al (2012) Contrast-enhanced dual-energy CT of gastrointestinal stromal tumors: is iodine-related attenuation a potential indicator of tumor response? Invest Radiol 47(1):65–70PubMedCrossRef Apfaltrer P, Meyer M, Meier C et al (2012) Contrast-enhanced dual-energy CT of gastrointestinal stromal tumors: is iodine-related attenuation a potential indicator of tumor response? Invest Radiol 47(1):65–70PubMedCrossRef
30.
go back to reference Dai X, Schlemmer HP, Schmidt B et al (2013) Quantitative therapy response assessment by volumetric iodine-uptake measurement: initial experience in patients with advanced hepatocellular carcinoma treated with sorafenib. Eur J Radiol 82(2):327–334PubMedCrossRef Dai X, Schlemmer HP, Schmidt B et al (2013) Quantitative therapy response assessment by volumetric iodine-uptake measurement: initial experience in patients with advanced hepatocellular carcinoma treated with sorafenib. Eur J Radiol 82(2):327–334PubMedCrossRef
Metadata
Title
Dual-energy computed tomography for the assessment of early treatment effects of regorafenib in a preclinical tumor model: comparison with dynamic contrast-enhanced CT and conventional contrast-enhanced single-energy CT
Authors
Gesine Knobloch
Gregor Jost
Alexander Huppertz
Bernd Hamm
Hubertus Pietsch
Publication date
01-08-2014
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 8/2014
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-014-3193-y

Other articles of this Issue 8/2014

European Radiology 8/2014 Go to the issue