Skip to main content
Top
Published in: Abdominal Radiology 11/2019

01-11-2019 | Rectal Cancer | Special Section: Rectal Cancer

A prospective feasibility study evaluating the role of multimodality imaging and liquid biopsy for response assessment in locally advanced rectal carcinoma

Authors: Zahra Kassam, Kyle Burgers, Joanna C. Walsh, Ting-Yim Lee, Hon S. Leong, Barbara Fisher

Published in: Abdominal Radiology | Issue 11/2019

Login to get access

Abstract

Purpose

Colorectal cancer is a commonly encountered disease that poses several diagnostic and therapeutic challenges. The inherent heterogeneity of tumor biology and propensity to relapse despite “curative” resection pose significant challenges with regard to response assessment. Although MR imaging already plays a key role in primary staging of patients with rectal carcinoma, its reliability in restaging after neoadjuvant therapy is debatable (Van der broek et al. in Dis Colon Rectum 60(3):274–283, 2017). Therefore, there is significant interest in developing additional methods which may improve diagnostic accuracy. This study aims to evaluate the role of multimodality imaging and liquid biopsy in therapeutic response assessment.

Methods

Seventeen patients were enrolled into the study over a span of 24 months. All underwent hybrid PET-MRI and CT-perfusion (CT-P), prior to and following neoadjuvant therapy for locally advanced rectal carcinoma. Twelve of the 17 patients also underwent liquid biopsy, which consisted of blood sampling and analysis of circulating tumor cells (CTCs) and extracellular vesicles (EVs), including cell fragments and microparticles (MPs), using the Cell Search System (Menarini Silicon Biosystems). SUV, DWI, and ADC were calculated during PET-MRI, and several parameters were evaluated during CT-perfusion, including average perfusion, blood flow (BF), blood volume (BV), mean transit time (MTT), permeability-surface area product (PS), contrast extraction efficiency (E), and K-trans (K). Changes observed pre- and post-neoadjuvant therapy in each modality were compared to tumor response at histopathology using a modified Ryan tumor regression grading system.

Results

Of the 17 patients included in the study, 14 were classified as non-responders, and 3 were classified as responders as determined by the modified Ryan Tumor Regression Grade (TRG) scoring system (Van der broek et al. in Dis Colon Rectum 60(3):274–283, 2017). When combined, blood markers and CT-P parameters (mean transit time (MTT), K-trans, and permeability-surface area product (PS)) produced the strongest models (p < 0.01). PET (SUV measurement) combined with CT-P-derived K-trans produced a marginally significant (p = 0.057) model for predicting response. MRI-derived ADC value did not provide a significant model for response prediction.

Conclusion

A model of CT-P parameters plus liquid biopsy more accurately predicts tumor response than PET-MRI, CT-P alone, or liquid biopsy alone. These results suggest that in the evaluation of treatment response, liquid biopsy could provide additional information to functional imaging modalities such as CT-P and should therefore be explored further in a trial with larger sample size.
Literature
1.
go back to reference Jemal, A., Bray, F., Center, M. M., Ferlay, J., Ward, E., & Forman, D. (2011) Global cancer statistics. CA Cancer J Clin. 61(2):69–90CrossRef Jemal, A., Bray, F., Center, M. M., Ferlay, J., Ward, E., & Forman, D. (2011) Global cancer statistics. CA Cancer J Clin. 61(2):69–90CrossRef
2.
go back to reference Meyer, J. (2010) Increasing Incidence of Rectal Cancer in Patients Aged Younger Than 40 Years: An Analysis of the Surveillance, Epidemiology, and End Results Database. Cancer 116(18):4354–4359.CrossRef Meyer, J. (2010) Increasing Incidence of Rectal Cancer in Patients Aged Younger Than 40 Years: An Analysis of the Surveillance, Epidemiology, and End Results Database. Cancer 116(18):4354–4359.CrossRef
3.
go back to reference Kapiteijn E, Marijnen CA, Nagtegaal ID, et al. (2001) Preoperative radiotherapy combined with total mesorectal excision for resectable rectal cancer. N Engl J Med. 345(9):638–46CrossRef Kapiteijn E, Marijnen CA, Nagtegaal ID, et al. (2001) Preoperative radiotherapy combined with total mesorectal excision for resectable rectal cancer. N Engl J Med. 345(9):638–46CrossRef
4.
go back to reference Sauer R, Becker H, Hohenberger W, et al. (2004) Preoperative versus postoperative chemoradiotherapy for rectal cancer. N Engl J Med. 351(17):1731–40CrossRef Sauer R, Becker H, Hohenberger W, et al. (2004) Preoperative versus postoperative chemoradiotherapy for rectal cancer. N Engl J Med. 351(17):1731–40CrossRef
5.
go back to reference Wei IH, Garcia-aguilar J. (2018) Non-operative management of rectal cancer: understanding tumor biology. Minerva Chir. 73(6):601–618.CrossRef Wei IH, Garcia-aguilar J. (2018) Non-operative management of rectal cancer: understanding tumor biology. Minerva Chir. 73(6):601–618.CrossRef
6.
go back to reference Taylor FG, Quirke P, Heald RJ, et al. (2014) Preoperative magnetic resonance imaging assessment of circumferential resection margin predicts disease-free survival and local recurrence: 5-year follow-up results of the MERCURY study. J Clin Oncol. 32(1):34–43.CrossRef Taylor FG, Quirke P, Heald RJ, et al. (2014) Preoperative magnetic resonance imaging assessment of circumferential resection margin predicts disease-free survival and local recurrence: 5-year follow-up results of the MERCURY study. J Clin Oncol. 32(1):34–43.CrossRef
7.
go back to reference Klein CA. (2009) Parallel progression of primary tumours and metastases. Nat Rev Cancer. 9(4):302–12.CrossRef Klein CA. (2009) Parallel progression of primary tumours and metastases. Nat Rev Cancer. 9(4):302–12.CrossRef
8.
go back to reference Kim, SH et al. (2009) Locally advanced rectal cancer: added value of diffusion-weighted MR imaging in the evaluation of tumor response to neoadjuvant chemo- and radiation therapy. Radiology 253:116–125.CrossRef Kim, SH et al. (2009) Locally advanced rectal cancer: added value of diffusion-weighted MR imaging in the evaluation of tumor response to neoadjuvant chemo- and radiation therapy. Radiology 253:116–125.CrossRef
9.
go back to reference Goh, V., & Glynne-Jones, R. (2014) Perfusion CT imaging of colorectal cancer. The British Journal of Radiology. 87(1034):20130811.CrossRef Goh, V., & Glynne-Jones, R. (2014) Perfusion CT imaging of colorectal cancer. The British Journal of Radiology. 87(1034):20130811.CrossRef
10.
go back to reference Mandeville HC, Ng QS, Daley FM, et al. (2012) Operable non-small cell lung cancer: correlation of volumetric helical dynamic contrast-enhanced CT parameters with immunohistochemical markers of tumor hypoxia. Radiology 264(2):581–9.CrossRef Mandeville HC, Ng QS, Daley FM, et al. (2012) Operable non-small cell lung cancer: correlation of volumetric helical dynamic contrast-enhanced CT parameters with immunohistochemical markers of tumor hypoxia. Radiology 264(2):581–9.CrossRef
11.
go back to reference Wang CC, Tseng CC, Chang HC, et al. (2017) Circulating microparticles are prognostic biomarkers in advanced non-small cell lung cancer patients. Oncotarget 8(44):75952–75967.PubMedPubMedCentral Wang CC, Tseng CC, Chang HC, et al. (2017) Circulating microparticles are prognostic biomarkers in advanced non-small cell lung cancer patients. Oncotarget 8(44):75952–75967.PubMedPubMedCentral
12.
go back to reference Hardingham JE, Grover P, Winter M, Hewett PJ, Price TJ, Thierry B. (2015) Detection and Clinical Significance of Circulating Tumor Cells in Colorectal Cancer–20 Years of Progress. Mol Med. 21 Suppl 1:S25–31.CrossRef Hardingham JE, Grover P, Winter M, Hewett PJ, Price TJ, Thierry B. (2015) Detection and Clinical Significance of Circulating Tumor Cells in Colorectal Cancer–20 Years of Progress. Mol Med. 21 Suppl 1:S25–31.CrossRef
13.
go back to reference Eiber M, Martinez-möller A, Souvatzoglou M, et al. (2011) Value of a Dixon-based MR/PET attenuation correction sequence for the localization and evaluation of PET-positive lesions. Eur J Nucl Med Mol Imaging. 38(9):1691–701.CrossRef Eiber M, Martinez-möller A, Souvatzoglou M, et al. (2011) Value of a Dixon-based MR/PET attenuation correction sequence for the localization and evaluation of PET-positive lesions. Eur J Nucl Med Mol Imaging. 38(9):1691–701.CrossRef
14.
go back to reference Cohen SJ, Alpaugh RK, Gross S, et al. (2006) Isolation and characterization of circulating tumor cells in patients with metastatic colorectal cancer. Clin Colorectal Cancer. 6(2):125–32.CrossRef Cohen SJ, Alpaugh RK, Gross S, et al. (2006) Isolation and characterization of circulating tumor cells in patients with metastatic colorectal cancer. Clin Colorectal Cancer. 6(2):125–32.CrossRef
15.
go back to reference Biggs, CN. (2016) Prostate extracellular vesicles in patient plasma as a liquid biopsy platform for prostate cancer using nanoscale flow cytometry. Oncotarget 7:8839–8849.CrossRef Biggs, CN. (2016) Prostate extracellular vesicles in patient plasma as a liquid biopsy platform for prostate cancer using nanoscale flow cytometry. Oncotarget 7:8839–8849.CrossRef
16.
go back to reference Kim SH, Chang HJ, Kim DY, et al. (2016) What Is the Ideal Tumor Regression Grading System in Rectal Cancer Patients after Preoperative Chemoradiotherapy? Cancer Res Treat. 48(3):998–1009.CrossRef Kim SH, Chang HJ, Kim DY, et al. (2016) What Is the Ideal Tumor Regression Grading System in Rectal Cancer Patients after Preoperative Chemoradiotherapy? Cancer Res Treat. 48(3):998–1009.CrossRef
17.
go back to reference MERCURY Study Group. (2006) Diagnostic accuracy of preoperative magnetic resonance imaging in predicting curative resection of rectal cancer: prospective observational study. BMJ (Clinical Research Ed.) 333(7572):779.CrossRef MERCURY Study Group. (2006) Diagnostic accuracy of preoperative magnetic resonance imaging in predicting curative resection of rectal cancer: prospective observational study. BMJ (Clinical Research Ed.) 333(7572):779.CrossRef
18.
go back to reference Van den broek JJ, Van der wolf FS, Lahaye MJ, et al. (2017) Accuracy of MRI in Restaging Locally Advanced Rectal Cancer After Preoperative Chemoradiation. Dis Colon Rectum. 60(3):274–283.CrossRef Van den broek JJ, Van der wolf FS, Lahaye MJ, et al. (2017) Accuracy of MRI in Restaging Locally Advanced Rectal Cancer After Preoperative Chemoradiation. Dis Colon Rectum. 60(3):274–283.CrossRef
19.
go back to reference Goh, V. Glynne-jones, R. (2013) Perfusion CT imaging of colorectal cancer. Br J Radiol. 87(1034):20130811.CrossRef Goh, V. Glynne-jones, R. (2013) Perfusion CT imaging of colorectal cancer. Br J Radiol. 87(1034):20130811.CrossRef
20.
go back to reference Curvo-Semedo, L., Portilha, M. A., Ruivo, C., Borrego, M., Leite, J. S., Caseiro-Alves, F. (2012) Usefulness of Perfusion CT to Assess Response to Neoadjuvant Combined Chemoradiotherapy in Patients with Locally Advanced Rectal Cancer. Academic Radiology. 19(2):203-13.CrossRef Curvo-Semedo, L., Portilha, M. A., Ruivo, C., Borrego, M., Leite, J. S., Caseiro-Alves, F. (2012) Usefulness of Perfusion CT to Assess Response to Neoadjuvant Combined Chemoradiotherapy in Patients with Locally Advanced Rectal Cancer. Academic Radiology. 19(2):203-13.CrossRef
21.
go back to reference Sahani, D. V., Kalva, S. P., Hamberg, L. M., Hahn, P. F., Willett, C. G., Saini, S., Lee, T.-Y. (2005) Assessing Tumor Perfusion and Treatment Response in Rectal Cancer with Multisection CT: Initial Observations. Radiology. 234(3):785–92.CrossRef Sahani, D. V., Kalva, S. P., Hamberg, L. M., Hahn, P. F., Willett, C. G., Saini, S., Lee, T.-Y. (2005) Assessing Tumor Perfusion and Treatment Response in Rectal Cancer with Multisection CT: Initial Observations. Radiology. 234(3):785–92.CrossRef
22.
go back to reference Deantonio L, Caroli A, Puta E, et al. (2018) Does baseline [18F] FDG-PET/CT correlate with tumor staging, response after neoadjuvant chemoradiotherapy, and prognosis in patients with rectal cancer? Radiat Oncol. 13(1):211.CrossRef Deantonio L, Caroli A, Puta E, et al. (2018) Does baseline [18F] FDG-PET/CT correlate with tumor staging, response after neoadjuvant chemoradiotherapy, and prognosis in patients with rectal cancer? Radiat Oncol. 13(1):211.CrossRef
23.
go back to reference Travaini LL, Zampino MG, Colandrea M, et al. (2016) PET/CT with Fluorodeoxyglucose During Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer. Ecancermedicalscience. 10:629.CrossRef Travaini LL, Zampino MG, Colandrea M, et al. (2016) PET/CT with Fluorodeoxyglucose During Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer. Ecancermedicalscience. 10:629.CrossRef
24.
go back to reference Rosenberg R, Herrmann K, Gertler R, et al. (2009) The predictive value of metabolic response to preoperative radiochemotherapy in locally advanced rectal cancer measured by PET/CT. Int J Colorectal Dis. 24(2):191–200.CrossRef Rosenberg R, Herrmann K, Gertler R, et al. (2009) The predictive value of metabolic response to preoperative radiochemotherapy in locally advanced rectal cancer measured by PET/CT. Int J Colorectal Dis. 24(2):191–200.CrossRef
25.
go back to reference Burz C, Pop VV, Buiga R, et al. (2018) Circulating tumor cells in clinical research and monitoring patients with colorectal cancer. Oncotarget. 9(36):24561–24571.CrossRef Burz C, Pop VV, Buiga R, et al. (2018) Circulating tumor cells in clinical research and monitoring patients with colorectal cancer. Oncotarget. 9(36):24561–24571.CrossRef
26.
go back to reference Willms A, Müller C, Julich H, et al. (2016) Tumour-associated circulating microparticles: A novel liquid biopsy tool for screening and therapy monitoring of colorectal carcinoma and other epithelial neoplasia. Oncotarget. 7(21):30867–75.CrossRef Willms A, Müller C, Julich H, et al. (2016) Tumour-associated circulating microparticles: A novel liquid biopsy tool for screening and therapy monitoring of colorectal carcinoma and other epithelial neoplasia. Oncotarget. 7(21):30867–75.CrossRef
27.
go back to reference Tie J, Wang Y, Tomasetti C, et al. Circulating tumor DNA analysis detects minimal residual disease and predicts recurrence in patients with stage II colon cancer. Sci Transl Med. 2016;8(346):346ra92.CrossRef Tie J, Wang Y, Tomasetti C, et al. Circulating tumor DNA analysis detects minimal residual disease and predicts recurrence in patients with stage II colon cancer. Sci Transl Med. 2016;8(346):346ra92.CrossRef
28.
go back to reference Harvey, C. (1999). Imaging of tumour therapy responses by dynamic CT. European Journal of Radiology 30(3):221–226.CrossRef Harvey, C. (1999). Imaging of tumour therapy responses by dynamic CT. European Journal of Radiology 30(3):221–226.CrossRef
29.
go back to reference Bellomi M, Petralia G, Sonzogni A, Zampino MG, Rocca A. (2007) CT perfusion for the monitoring of neoadjuvant chemotherapy and radiation therapy in rectal carcinoma: initial experience. Radiology. 244(2):486–93.CrossRef Bellomi M, Petralia G, Sonzogni A, Zampino MG, Rocca A. (2007) CT perfusion for the monitoring of neoadjuvant chemotherapy and radiation therapy in rectal carcinoma: initial experience. Radiology. 244(2):486–93.CrossRef
30.
go back to reference Aiba T, Uehara K, Nihashi T, et al. (2014) MRI and FDG-PET for assessment of response to neoadjuvant chemotherapy in locally advanced rectal cancer. Ann Surg Oncol. 21(6):1801–8.CrossRef Aiba T, Uehara K, Nihashi T, et al. (2014) MRI and FDG-PET for assessment of response to neoadjuvant chemotherapy in locally advanced rectal cancer. Ann Surg Oncol. 21(6):1801–8.CrossRef
31.
go back to reference Jia S, Zhang R, Li Z, Li J. (2017) Clinical and biological significance of circulating tumor cells, circulating tumor DNA, and exosomes as biomarkers in colorectal cancer. Oncotarget 8(33):55632–55645.CrossRef Jia S, Zhang R, Li Z, Li J. (2017) Clinical and biological significance of circulating tumor cells, circulating tumor DNA, and exosomes as biomarkers in colorectal cancer. Oncotarget 8(33):55632–55645.CrossRef
32.
go back to reference Shi D, Cai G, Peng J, et al. (2015) The preoperative SUVmax for (18)F-FDG uptake predicts survival in patients with colorectal cancer. BMC Cancer 15:991.CrossRef Shi D, Cai G, Peng J, et al. (2015) The preoperative SUVmax for (18)F-FDG uptake predicts survival in patients with colorectal cancer. BMC Cancer 15:991.CrossRef
33.
go back to reference Ozis, S. E., Soydal, C., Akyol, C., Can, N., Kucuk, O. N., Yagcı, C., Kuzu, M. A. (2014) The role of 18F-fluorodeoxyglucose positron emission tomography/computed tomography in the primary staging of rectal cancer. World Journal of Surgical Oncology. Ozis, S. E., Soydal, C., Akyol, C., Can, N., Kucuk, O. N., Yagcı, C., Kuzu, M. A. (2014) The role of 18F-fluorodeoxyglucose positron emission tomography/computed tomography in the primary staging of rectal cancer. World Journal of Surgical Oncology.
34.
go back to reference Krebs MG, Renehan AG, Backen A, et al. (2015) Circulating Tumor Cell Enumeration in a Phase II Trial of a Four-Drug Regimen in Advanced Colorectal Cancer. Clin Colorectal Cancer. 14(2):115-22.e1-2.CrossRef Krebs MG, Renehan AG, Backen A, et al. (2015) Circulating Tumor Cell Enumeration in a Phase II Trial of a Four-Drug Regimen in Advanced Colorectal Cancer. Clin Colorectal Cancer. 14(2):115-22.e1-2.CrossRef
35.
go back to reference Rahbari NN, Aigner M, Thorlund K, et al. (2010) Meta-analysis shows that detection of circulating tumor cells indicates poor prognosis in patients with colorectal cancer. Gastroenterology. 138(5):1714–26.CrossRef Rahbari NN, Aigner M, Thorlund K, et al. (2010) Meta-analysis shows that detection of circulating tumor cells indicates poor prognosis in patients with colorectal cancer. Gastroenterology. 138(5):1714–26.CrossRef
Metadata
Title
A prospective feasibility study evaluating the role of multimodality imaging and liquid biopsy for response assessment in locally advanced rectal carcinoma
Authors
Zahra Kassam
Kyle Burgers
Joanna C. Walsh
Ting-Yim Lee
Hon S. Leong
Barbara Fisher
Publication date
01-11-2019
Publisher
Springer US
Published in
Abdominal Radiology / Issue 11/2019
Print ISSN: 2366-004X
Electronic ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-019-02135-8

Other articles of this Issue 11/2019

Abdominal Radiology 11/2019 Go to the issue