Abstract
Objectives
To investigate early changes in tumour perfusion parameters by dynamic contrast-enhanced ultrasonography (D-CEUS) and to identify any correlation with survival and tumour response in patients with metastatic colorectal cancer (CRC) treated with bevacizumab (B).
Methods
Thirty-seven patients randomized to either chemotherapy (C) plus B or C alone were considered for this study. D-CEUS was performed at baseline and after the first treatment cycle (day 15). Four D-CEUS perfusion parameters were considered: derived peak intensity (DPI), area under the curve (AUC), slope of wash-in (A) and time to peak intensity (TPI).
Results
In patients treated with C plus B, a ≥22.5 % reduction in DPI, ≥20 % increase in TPI and ≥10 % reduction in AUC were correlated with higher progression-free survival in the C+B arm (p = 0.048, 0.024 and 0.010, respectively) but not in the C arm. None of the evaluated parameter modifications had a correlation with tumour response or overall survival.
Conclusions
D-CEUS could be useful for detecting and quantifying dynamic changes in tumour vascularity as early as 15 days after the start of B-based therapy. Although these changes may be predictive of progression-free survival, no correlation with response or overall survival was found.
Key Points
• D-CEUS showed early changes in liver metastasis perfusion in colorectal cancer.
• A decrease in tumour perfusion was associated with longer progression-free survival.
• The decrease in perfusion was not correlated with higher overall survival.
Similar content being viewed by others
Abbreviations
- AIFA:
-
Italian Medicines Agency
- AUC:
-
Area under the curve
- A:
-
Slope of wash-in
- B:
-
Bevacizumab
- C:
-
Chemotherapy
- CI:
-
Confidence interval
- CRC:
-
Colorectal cancer
- CT:
-
Computed tomography
- dB:
-
Decibel
- DCE-CT:
-
Dynamic contrast-enhanced computed tomography
- DCE-MRI:
-
Dynamic contrast-enhanced magnetic resonance imaging
- D-CEUS:
-
Dynamic contrast-enhanced ultrasonography
- DPI:
-
Derived peak intensity
- ECOG:
-
Eastern Cooperative Oncology Group
- EFSUMB:
-
European Federation of Societies for Ultrasound in Medicine and Biology
- FOLFOX:
-
Folinic acid, 5-fluorouracil and oxaliplatin
- FOLFIRI:
-
Folinic acid, 5-fluorouracil and irinotecan
- 5-FU:
-
5-Fluorouracil
- ITACa:
-
Italian Trial in Advanced Colorectal Cancer
- KRAS:
-
V-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog
- LV:
-
Leucovorin
- MI:
-
Mechanical index
- MTT:
-
Mean transit time
- OS:
-
Overall survival
- PD:
-
Progressive disease
- PET:
-
Positron emission tomography
- PFS:
-
Progression-free survival
- PS:
-
Performance status
- rBF:
-
Relative blood flow
- rBV:
-
Relative blood volume
- RECIST:
-
Response Evaluation Criteria in Solid Tumors
- ROC:
-
Receiver operating characteristic
- ROI:
-
Region of interest
- TPI:
-
Time to peak intensity
- V0 :
-
Initial intensity value
- VEGF:
-
Vascular endothelial growth factor
- Vmax :
-
Maximal intensity value
- XELIRI:
-
Capecitabine and irinotecan
- XELOX:
-
Capecitabine and oxaliplatin
References
Torre LA, Bray F, Siegel R et al (2015) Global cancer statistics, 2012. CA Cancer J Clin 65:87–108
Van Cutsem E, Cervantes A, Adam R et al (2016) ESMO consensus guidelines for the management of patients with metastatic colorectal cancer. Ann Oncol 27:1386–1422
Hurwitz H, Fehrenbacher L, Novotny W et al (2004) Bevacizumab plus irinotecan, fluorouracil, and leucovorin for metastatic colorectal cancer. N Engl J Med 350:2335–2342
Saltz LBCS, Díaz-Rubio E, Scheithauer W et al (2008) Bevacizumab in combination with oxaliplatin-based chemotherapy as first-line therapy in metastatic colorectal cancer: a randomized Phase III Study. J Clin Oncol 26:2013–2019
Cunningham D, Lang I, Marcuello E et al (2013) Bevacizumab plus capecitabine versus capecitabine alone in elderly patients with previously untreated metastatic colorectal cancer (AVEX): an open-label, randomised phase 3 trial. Lancet Oncol 14:1077–1085
Zocco MA, Garcovich M, Lupascu A et al (2013) Early prediction of response to sorafenib in patients with advanced hepatocellular carcinoma: the role of dynamic contrast enhanced ultrasound. J Hepatol 59:1014–1021
Lavisse S, Lejeune P, Rouffiac V et al (2008) Early quantitative evaluation of a tumor vasculature disruptive agent AVE8062 using dynamic contrast-enhanced ultrasonography. Invest Radiol 43:100–111
Lassau N, Lamuraglia M, Leclere J, Rouffiac V (2004) Functional and early evaluation of treatments in oncology: interest of ultrasonographic contrast agents. J Radiol 85:704–712
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 45:228–247
Baccala A Jr, Hedgepeth R, Kaouk J et al (2007) Pathological evidence of necrosis in recurrent renal mass following treatment with sunitinib. Int J Urol 14:1095–1097
Provenzale JM (2007) Imaging of angiogenesis: clinical techniques and novel imaging methods. AJR Am J Roentgenol 188:11–23
Chen BB, Shih TT (2014) DCE-MRI in hepatocellular carcinoma-clinical and therapeutic image biomarker. World J Gastroenterol 20:3125–3134
Strauch LS, Eriksen RØ, Sandgaard M, et al (2016) Assessing tumor response to treatment in patients with lung cancer using dynamic contrast-enhached CT. Diagnostics (Basel) 6: pii: E28
Eschbach RS, Fendler WP, Kazmierczak PM et al (2015) Correlation of perfusion MRI and 18F-FDG PET imaging biomarkers for monitoring regorafenib therapy in experimental colon carcinomas with immunohistochemical validation. PLoS One 10:e0115543
Cantisani V, Wilson SR (2015) CEUS: Where are we in 2015? Eur J Radiol 84:1621–1622
Pitre-Champagnat S, Leguerney I, Bosq J et al (2015) Dynamic contrast-enhanced ultrasound parametric maps to evaluate intratumoral vascularization. Invest Radiol 50:212–217
Ferraioli G, Meloni MF (2017) Contrast-enhanced ultrasonography of the liver using SonoVue. Ultrasonography Jul 12 (Epub ahead of print]
Broillet A, Hantson J, Ruegg C, Messager T, Schneider M (2005) Assessment of microvascular perfusion changes in a rat breast tumor model using SonoVue to monitor the effects of different anti-angiogenic therapies. Acad Radiol 12:S28–S33
Lucidarme O, Kono Y, Corbeil J et al (2006) Angiogenesis: noninvasive quantitative assessment with contrast-enhanced functional US in murine model. Radiology 239:730–739
Eschbach RS, Clevert DA, Hirner-Eppeneder H et al (2017) Contrast-enhanced ultrasound with VEGFR2-targeted microbubbles for monitoring regorafenib therapy effects in experimental colorectal adenocarcinomas in rats with DCE-MRI and immunohistochemical validation. PLoS One 12:e0169323
Lassau N, Lamuraglia M, Koscielny S et al (2006) Prognostic value of angiogenesis evaluated with high-frequency and colour Doppler sonography for preoperative assessment of primary cutaneous melanomas: correlation with recurrence after a 5 year follow-up period. Cancer Imaging 6:24–29
Fury MG, Zahalsky A, Wong R et al (2007) A Phase II study of SU5416 in patients with advanced or recurrent head and neck cancers. Invest New Drugs 25:165–172
Passardi A, Nanni O, Tassinari D et al (2015) Effectiveness of bevacizumab added to standard chemotherapy in metastatic colorectal cancer: final results for first-line treatment from the ITACa randomized clinical trial. Ann Oncol 26:1201–1207
Claudon M, Dietrich CF, Choi BI et al (2013) Guidelines and good clinical practice recommendations for Contrast Enhanced Ultrasound (CEUS) in the liver - update 2012: A WFUMB-EFSUMB initiative in cooperation with representatives of AFSUMB, AIUM, ASUM, FLAUS and ICUS. Ultrasound Med Biol 39:187–210
Schwartz LH, Litiere S, de Vries E et al (2016) RECIST 1.1-Update and clarification: from the RECIST committee. Eur J Cancer 62:132–137
Piscaglia F, Nolsoe C, Dietrich CF et al (2012) The EFSUMB Guidelines and recommendations on the clinical practice of contrast enhanced ultrasound (CEUS): update 2011 on non-hepatic applications. Ultraschall Med 33:33–59
Lassau N, Chapotot L, Benatsou B et al (2012) Standardization of dynamic contrast-enhanced ultrasound for the evaluation of antiangiogenic therapies: the French multicenter Support for Innovative and Expensive Techniques Study. Invest Radiol 47:711–716
Lassau N, Koscielny S, Albiges L et al (2010) Metastatic renal cell carcinoma treated with sunitinib: early evaluation of treatment response using dynamic contrast-enhanced ultrasonography. Clin Cancer Res 16:1216–1225
Lassau N, Koscielny S, Chami L et al (2011) Advanced hepatocellular carcinoma: early evaluation of response to bevacizumab therapy at dynamic contrast-enhanced US with quantification-preliminary results. Radiology 258:291–300
Smith AD, Lieber ML, Shah SN (2010) Assessing tumor response and detecting recurrence in metastatic renal cell carcinoma on targeted therapy: importance of size and attenuation on contrast-enhanced CT. AJR Am J Roentgenol 194:157–165
Lassau N, Coiffier B, Kind M et al (2016) Selection of an early biomarker for vascular normalization using dynamic contrast-enhanced ultrasonography to predict outcomes of metastatic patients treated with bevacizumab. Ann Oncol 2016:1922–1928
Lassau N, Bonastre J, Kind M et al (2014) Validation of dynamic contrast-enhanced ultrasound in predicting outcomes of antiangiogenic therapy for solid tumors: the French multicenter support for innovative and expensive techniques study. Invest Radiol 49:794–800
Dong FJ, JF X, Du D et al (2016) 3D analysis is superior to 2D analysis for contrast-enhanced ultrasound in revealing vascularity in focal liver lesions - A retrospective analysis of 83 cases. Ultrasonics 70:221–226
Piscaglia F, Cucchetti A, Dietrich CF, Salvatore V (2013) Towards new tools for refined management of patients with advanced hepatocellular carcinoma under systemic therapy: some enthusiasm with a word of caution. J Hepatol 59:924–925
Acknowledgements
The authors thank the ITACa study investigators and participating patients, and Cristiano Verna for editorial assistance.
Funding
This study was funded by the Italian Medicines Agency (AIFA) [grant number FARM6FJJAY]. The study sponsor was not involved in the study design nor in the collection, analysis, and interpretation of data. The study sponsor did not provide writing support for the report.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Guarantor
The scientific guarantor of this publication is Alessandro Passardi.
Conflict of interest
The authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article.
Statistics and biometry
The Corresponding Author, Emanuela Scarpi, is an expert in statistics.
Informed consent
Written informed consent was obtained from all subjects (patients) in this study.
Ethical approval
Institutional Review Board approval was obtained.
Study subjects or cohorts overlap
Some study subjects or cohorts have been previously reported in the ITACa trial paper published in Annals of Oncology in 2015 (Passardi et al, Ann Oncol 2015;26(6):1201-7).
Methodology
• Prospective
• Case-control study/randomized controlled trial
• Performed at one institution
Rights and permissions
About this article
Cite this article
Amadori, M., Barone, D., Scarpi, E. et al. Dynamic contrast-enhanced ultrasonography (D-CEUS) for the early prediction of bevacizumab efficacy in patients with metastatic colorectal cancer. Eur Radiol 28, 2969–2978 (2018). https://doi.org/10.1007/s00330-017-5254-5
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00330-017-5254-5