Skip to main content
Top
Published in: Abdominal Radiology 2/2018

01-02-2018 | Pictorial essay

Assessment of iodine uptake by pancreatic cancer following chemotherapy using dual-energy CT

Authors: Satomi Kawamoto, Matthew. K. Fuld, Daniel Laheru, Peng Huang, Elliot K. Fishman

Published in: Abdominal Radiology | Issue 2/2018

Login to get access

Abstract

Pancreatic cancer remains a major health problem, and only less than 20% of patients have resectable disease at the time of initial diagnosis. Systemic chemotherapy is often used in the patients with borderline resectable, locally advanced unresectable disease and metastatic disease. CT is often used to assess for therapeutic response; however, conventional imaging including CT may not correctly reflect treatment response after chemotherapy. Dual-energy (DE) CT can acquire datasets at two different photon spectra in a single CT acquisition, and permits separating materials and extract iodine by applying a material decomposition algorithm. Quantitative iodine mapping may have an added value over conventional CT imaging for monitoring the treatment effects in patients with pancreatic cancer and potentially serve as a unique biomarker for treatment response. In this pictorial essay, we will review the technique for iodine quantification of pancreatic cancer by DECT and discuss our observations of iodine quantification at baseline and after systemic chemotherapy with conventional cytotoxic agents, and illustrate example cases.
Literature
2.
go back to reference Loehrer AP, Kinnier CV, Ferrone CR (2016) Treatment of locally advanced pancreatic ductal adenocarcinoma. Adv Surg 50:115–128CrossRefPubMed Loehrer AP, Kinnier CV, Ferrone CR (2016) Treatment of locally advanced pancreatic ductal adenocarcinoma. Adv Surg 50:115–128CrossRefPubMed
4.
go back to reference Ferrone CR, Marchegiani G, Hong TS, et al. (2015) Radiological and surgical implications of neoadjuvant treatment with FOLFIRINOX for locally advanced and borderline resectable pancreatic cancer. Ann Surg 261:12–17CrossRefPubMedPubMedCentral Ferrone CR, Marchegiani G, Hong TS, et al. (2015) Radiological and surgical implications of neoadjuvant treatment with FOLFIRINOX for locally advanced and borderline resectable pancreatic cancer. Ann Surg 261:12–17CrossRefPubMedPubMedCentral
5.
go back to reference Al-Hawary MM, Francis IR, Chari ST, et al. (2014) Pancreatic ductal adenocarcinoma radiology reporting template: consensus statement of the Society of Abdominal Radiology and the American Pancreatic Association. Radiology 270:248–260CrossRefPubMed Al-Hawary MM, Francis IR, Chari ST, et al. (2014) Pancreatic ductal adenocarcinoma radiology reporting template: consensus statement of the Society of Abdominal Radiology and the American Pancreatic Association. Radiology 270:248–260CrossRefPubMed
7.
go back to reference Katz MH, Fleming JB, Bhosale P, et al. (2012) Response of borderline resectable pancreatic cancer to neoadjuvant therapy is not reflected by radiographic indicators. Cancer 118:5749–5756CrossRefPubMed Katz MH, Fleming JB, Bhosale P, et al. (2012) Response of borderline resectable pancreatic cancer to neoadjuvant therapy is not reflected by radiographic indicators. Cancer 118:5749–5756CrossRefPubMed
9.
go back to reference Balachandran A, Bhosale PR, Charnsangavej C, Tamm EP (2014) Imaging of pancreatic neoplasms. Surg Oncol Clin N Am 23:751–788CrossRefPubMed Balachandran A, Bhosale PR, Charnsangavej C, Tamm EP (2014) Imaging of pancreatic neoplasms. Surg Oncol Clin N Am 23:751–788CrossRefPubMed
10.
go back to reference Brennan DD, Zamboni GA, Raptopoulos VD, Kruskal JB (2007) Comprehensive preoperative assessment of pancreatic adenocarcinoma with 64-section volumetric CT. Radiographics 27:1653–1666CrossRefPubMed Brennan DD, Zamboni GA, Raptopoulos VD, Kruskal JB (2007) Comprehensive preoperative assessment of pancreatic adenocarcinoma with 64-section volumetric CT. Radiographics 27:1653–1666CrossRefPubMed
12.
go back to reference Dibble EH, Karantanis D, Mercier G, et al. (2012) PET/CT of cancer patients: part 1, pancreatic neoplasms. AJR Am J Roentgenol 199:952–967CrossRefPubMed Dibble EH, Karantanis D, Mercier G, et al. (2012) PET/CT of cancer patients: part 1, pancreatic neoplasms. AJR Am J Roentgenol 199:952–967CrossRefPubMed
13.
go back to reference Sahani DV, Bonaffini PA, Catalano OA, Guimaraes AR, Blake MA (2012) State-of-the-art PET/CT of the pancreas: current role and emerging indications. Radiographics 32:1133–1158CrossRefPubMed Sahani DV, Bonaffini PA, Catalano OA, Guimaraes AR, Blake MA (2012) State-of-the-art PET/CT of the pancreas: current role and emerging indications. Radiographics 32:1133–1158CrossRefPubMed
14.
go back to reference Johnson TRC (2012) Dual-Energy CT: General Principles. Am J Roentgenol 199:S3–S8CrossRef Johnson TRC (2012) Dual-Energy CT: General Principles. Am J Roentgenol 199:S3–S8CrossRef
15.
go back to reference Johnson TRC, Krauss B, Sedlmair M, et al. (2007) Material differentiation by dual energy CT: initial experience. Eur Radiol 17:1510–1517CrossRefPubMed Johnson TRC, Krauss B, Sedlmair M, et al. (2007) Material differentiation by dual energy CT: initial experience. Eur Radiol 17:1510–1517CrossRefPubMed
16.
go back to reference Baxa J, Matouskova T, Krakorova G, et al. (2016) Dual-phase dual-energy CT in patients treated with Erlotinib for advanced non-small cell lung cancer: possible benefits of iodine quantification in response assessment. Eur Radiol 26:2828–2836CrossRefPubMed Baxa J, Matouskova T, Krakorova G, et al. (2016) Dual-phase dual-energy CT in patients treated with Erlotinib for advanced non-small cell lung cancer: possible benefits of iodine quantification in response assessment. Eur Radiol 26:2828–2836CrossRefPubMed
17.
go back to reference Agrawal MD, Pinho DF, Kulkarni NM, et al. (2014) Oncologic applications of dual-energy CT in the abdomen. Radiographics 34:589–612CrossRefPubMed Agrawal MD, Pinho DF, Kulkarni NM, et al. (2014) Oncologic applications of dual-energy CT in the abdomen. Radiographics 34:589–612CrossRefPubMed
18.
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 45:228–247CrossRefPubMed 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 45:228–247CrossRefPubMed
19.
go back to reference Conroy T, Desseigne F, Ychou M, et al. (2011) FOLFIRINOX versus gemcitabine for metastatic pancreatic cancer. N Engl J Med 364:1817–1825CrossRefPubMed Conroy T, Desseigne F, Ychou M, et al. (2011) FOLFIRINOX versus gemcitabine for metastatic pancreatic cancer. N Engl J Med 364:1817–1825CrossRefPubMed
20.
go back to reference Faris JE, Blaszkowsky LS, McDermott S, et al. (2013) FOLFIRINOX in locally advanced pancreatic cancer: the Massachusetts General Hospital Cancer Center experience. Oncologist 18:543–548CrossRefPubMedPubMedCentral Faris JE, Blaszkowsky LS, McDermott S, et al. (2013) FOLFIRINOX in locally advanced pancreatic cancer: the Massachusetts General Hospital Cancer Center experience. Oncologist 18:543–548CrossRefPubMedPubMedCentral
21.
go back to reference Garcia-Figueiras R, Goh VJ, Padhani AR, et al. (2013) CT perfusion in oncologic imaging: a useful tool? AJR Am J Roentgenol 200:8–19CrossRefPubMed Garcia-Figueiras R, Goh VJ, Padhani AR, et al. (2013) CT perfusion in oncologic imaging: a useful tool? AJR Am J Roentgenol 200:8–19CrossRefPubMed
22.
go back to reference Sahani DV, Kalva SP, Hamberg LM, et al. (2005) Assessing tumor perfusion and treatment response in rectal cancer with multisection CT: Initial observations. Radiology 234:785–792CrossRefPubMed Sahani DV, Kalva SP, Hamberg LM, et al. (2005) Assessing tumor perfusion and treatment response in rectal cancer with multisection CT: Initial observations. Radiology 234:785–792CrossRefPubMed
23.
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 244:486–493CrossRefPubMed 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 244:486–493CrossRefPubMed
24.
go back to reference Kiessling F, Boese J, Corvinus C, et al. (2004) Perfusion CT in patients with advanced bronchial carcinomas: a novel chance for characterization and treatment monitoring? Eur Radiol 14:1226–1233PubMed Kiessling F, Boese J, Corvinus C, et al. (2004) Perfusion CT in patients with advanced bronchial carcinomas: a novel chance for characterization and treatment monitoring? Eur Radiol 14:1226–1233PubMed
25.
go back to reference Lissoni P, Fugamalli E, Malugani F, et al. (2000) Chemotherapy and angiogenesis in advanced cancer: vascular endothelial growth factor (VEGF) decline as predictor of disease control during taxol therapy in metastatic breast cancer. Int J Biol Markers 15:308–311PubMed Lissoni P, Fugamalli E, Malugani F, et al. (2000) Chemotherapy and angiogenesis in advanced cancer: vascular endothelial growth factor (VEGF) decline as predictor of disease control during taxol therapy in metastatic breast cancer. Int J Biol Markers 15:308–311PubMed
26.
go back to reference Miles KA, Lee TY, Goh V, et al. (2012) Current status and guidelines for the assessment of tumour vascular support with dynamic contrast-enhanced computed tomography. Eur Radiol 22:1430–1441CrossRefPubMed Miles KA, Lee TY, Goh V, et al. (2012) Current status and guidelines for the assessment of tumour vascular support with dynamic contrast-enhanced computed tomography. Eur Radiol 22:1430–1441CrossRefPubMed
27.
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–S51CrossRefPubMed 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–S51CrossRefPubMed
28.
go back to reference Zamboni GA, Bernardin L, Pozzi Mucelli R (2012) Dynamic MDCT of the pancreas: is time-density curve morphology useful for the differential diagnosis of solid lesions? A preliminary report. Eur J Radiol 81:e381–e385CrossRefPubMed Zamboni GA, Bernardin L, Pozzi Mucelli R (2012) Dynamic MDCT of the pancreas: is time-density curve morphology useful for the differential diagnosis of solid lesions? A preliminary report. Eur J Radiol 81:e381–e385CrossRefPubMed
29.
go back to reference D’Onofrio M, Gallotti A, Mantovani W, et al. (2013) Perfusion CT can predict tumoral grading of pancreatic adenocarcinoma. Eur J Radiol 82:227–233CrossRefPubMed D’Onofrio M, Gallotti A, Mantovani W, et al. (2013) Perfusion CT can predict tumoral grading of pancreatic adenocarcinoma. Eur J Radiol 82:227–233CrossRefPubMed
31.
go back to reference Kaza RK, Platt JF, Cohan RH, et al. (2012) Dual-energy CT with single- and dual-source scanners: current applications in evaluating the genitourinary tract. Radiographics 32:353–369CrossRefPubMed Kaza RK, Platt JF, Cohan RH, et al. (2012) Dual-energy CT with single- and dual-source scanners: current applications in evaluating the genitourinary tract. Radiographics 32:353–369CrossRefPubMed
32.
go back to reference Kim YN, Lee HY, Lee KS, et al. (2012) Dual-energy CT in patients treated with anti-angiogenic agents for non-small cell lung cancer: New method of monitoring tumor response? Korean J Radiol 13:702–710CrossRefPubMedPubMedCentral Kim YN, Lee HY, Lee KS, et al. (2012) Dual-energy CT in patients treated with anti-angiogenic agents for non-small cell lung cancer: New method of monitoring tumor response? Korean J Radiol 13:702–710CrossRefPubMedPubMedCentral
33.
go back to reference Uhrig M, Simons D, Ganten MK, Hassel JC, Schlemmer HP (2015) Histogram analysis of iodine maps from dual energy computed tomography for monitoring targeted therapy of melanoma patients. Future Oncol 11:591–606CrossRefPubMed Uhrig M, Simons D, Ganten MK, Hassel JC, Schlemmer HP (2015) Histogram analysis of iodine maps from dual energy computed tomography for monitoring targeted therapy of melanoma patients. Future Oncol 11:591–606CrossRefPubMed
34.
go back to reference Knobloch G, Jost G, Huppertz A, Hamm B, Pietsch H (2014) 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. Eur Radiol 24:1896–1905CrossRefPubMed Knobloch G, Jost G, Huppertz A, Hamm B, Pietsch H (2014) 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. Eur Radiol 24:1896–1905CrossRefPubMed
35.
go back to reference Jacobsen M, Wood C, Cody D (2016) WE-FG-207B-08: dual-energy CT iodine accuracy across vendors and platforms. Med Phys 43:3835–3836CrossRef Jacobsen M, Wood C, Cody D (2016) WE-FG-207B-08: dual-energy CT iodine accuracy across vendors and platforms. Med Phys 43:3835–3836CrossRef
36.
go back to reference Marin D, Pratts-Emanuelli JJ, Mileto A, et al. (2015) Interdependencies of acquisition, detection, and reconstruction techniques on the accuracy of iodine quantification in varying patient sizes employing dual-energy CT. Eur Radiol 25:679–686CrossRefPubMed Marin D, Pratts-Emanuelli JJ, Mileto A, et al. (2015) Interdependencies of acquisition, detection, and reconstruction techniques on the accuracy of iodine quantification in varying patient sizes employing dual-energy CT. Eur Radiol 25:679–686CrossRefPubMed
37.
go back to reference Chandarana H, Megibow AJ, Cohen BA, et al. (2011) Iodine quantification with dual-energy CT: phantom study and preliminary experience with renal masses. Am J Roentgenol 196:W693–W700CrossRef Chandarana H, Megibow AJ, Cohen BA, et al. (2011) Iodine quantification with dual-energy CT: phantom study and preliminary experience with renal masses. Am J Roentgenol 196:W693–W700CrossRef
38.
go back to reference Mileto A, Marin D, Ramirez-Giraldo JC, et al. (2014) Accuracy of contrast-enhanced dual-energy MDCT for the Assessment of iodine uptake in renal lesions. Am J Roentgenol 202:W466–W474CrossRef Mileto A, Marin D, Ramirez-Giraldo JC, et al. (2014) Accuracy of contrast-enhanced dual-energy MDCT for the Assessment of iodine uptake in renal lesions. Am J Roentgenol 202:W466–W474CrossRef
39.
go back to reference Herts BR, Coll DM, Novick AC, et al. (2002) Enhancement characteristics of papillary renal neoplasms revealed on triphasic helical CT of the kidneys. Am J Roentgenol 178:367–372CrossRef Herts BR, Coll DM, Novick AC, et al. (2002) Enhancement characteristics of papillary renal neoplasms revealed on triphasic helical CT of the kidneys. Am J Roentgenol 178:367–372CrossRef
40.
go back to reference Ruppert-Kohlmayr AJ, Uggowitzer M, Meissnitzer T, Ruppert G (2004) Differentiation of renal clear cell carcinoma and renal papillary carcinoma using quantitative CT enhancement parameters. Am J Roentgenol 183:1387–1391CrossRef Ruppert-Kohlmayr AJ, Uggowitzer M, Meissnitzer T, Ruppert G (2004) Differentiation of renal clear cell carcinoma and renal papillary carcinoma using quantitative CT enhancement parameters. Am J Roentgenol 183:1387–1391CrossRef
Metadata
Title
Assessment of iodine uptake by pancreatic cancer following chemotherapy using dual-energy CT
Authors
Satomi Kawamoto
Matthew. K. Fuld
Daniel Laheru
Peng Huang
Elliot K. Fishman
Publication date
01-02-2018
Publisher
Springer US
Published in
Abdominal Radiology / Issue 2/2018
Print ISSN: 2366-004X
Electronic ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-017-1338-6

Other articles of this Issue 2/2018

Abdominal Radiology 2/2018 Go to the issue