Skip to main content
Top
Published in: Radiation Oncology 1/2014

Open Access 01-12-2014 | Methodology

Radiotherapy treatment planning with contrast-enhanced computed tomography: feasibility of dual-energy virtual unenhanced imaging for improved dose calculations

Authors: Sachiko Yamada, Takashi Ueguchi, Toshiyuki Ogata, Hirokazu Mizuno, Ryota Ogihara, Masahiko Koizumi, Takeshi Shimazu, Kenya Murase, Kazuhiko Ogawa

Published in: Radiation Oncology | Issue 1/2014

Login to get access

Abstract

Background

In radiotherapy treatment planning, intravenous administration of an iodine-based contrast agent during computed tomography (CT) improves the accuracy of delineating target volumes. However, increased tissue attenuation resulting from the high atomic number of iodine may result in erroneous dose calculations because the contrast agent is absent during the actual procedure. The purpose of this proof-of-concept study was to present a novel framework to improve the accuracy of dose calculations using dual-energy virtual unenhanced CT in the presence of an iodine-based contrast agent.

Methods

Simple phantom experiments were designed to assess the feasibility of the proposed concept. By utilizing a “second-generation” dual-source CT scanner equipped with a tin filter for improved spectral separation, four CT datasets were obtained using both a water phantom and an iodine phantom: “true unenhanced” images with attenuation values of 2 ± 11 Hounsfield Units (HU), “enhanced” images with attenuation values of 274 ± 23 HU, and two series of “virtual unenhanced” images synthesized from dual-energy scans of the iodine phantom, each with a different combination of tube voltages. Two series of virtual unenhanced images demonstrated attenuation values of 12 ± 29 HU (with 80 kVp/140 kVp) and 34 ± 10 HU (with 100 kVp/140 kVp) after removing the iodine component from the contrast-enhanced images. Dose distributions of the single photon beams calculated from the enhanced images and two series of virtual unenhanced images were compared to those from true unenhanced images as a reference.

Results

The dose distributions obtained from both series of virtual unenhanced images were almost equivalent to that from the true unenhanced images, whereas the dose distribution obtained from the enhanced images indicated increased beam attenuation caused by the high attenuation characteristics of iodine. Compared to the reference dose distribution from the true unenhanced images, the dose distribution pass rates from both series of virtual unenhanced images were greater than 90%, while those from the enhanced images were less than approximately 50–60%.

Conclusions

Dual-energy virtual unenhanced CT improves the accuracy of dose distributions in radiotherapy treatment planning by removing the iodine component from contrast-enhanced images.
Appendix
Available only for authorised users
Literature
1.
go back to reference Ramm U, Damrau M, Mose S, Manegold KH, Rahl CG, Böttcher HD: Influence of CT contrast agents on dose calculations in a 3D treatment planning system. Phys Med Biol 2001, 46: 2631-2635.CrossRefPubMed Ramm U, Damrau M, Mose S, Manegold KH, Rahl CG, Böttcher HD: Influence of CT contrast agents on dose calculations in a 3D treatment planning system. Phys Med Biol 2001, 46: 2631-2635.CrossRefPubMed
2.
go back to reference Liauw SL, Amdur RJ, Mendenhall WM, Palta J, Kim S: The effect of intravenous contrast on intensity-modulated radiation therapy dose calculations for head and neck cancer. Am J Clin Oncol 2005, 28: 456-459.CrossRefPubMed Liauw SL, Amdur RJ, Mendenhall WM, Palta J, Kim S: The effect of intravenous contrast on intensity-modulated radiation therapy dose calculations for head and neck cancer. Am J Clin Oncol 2005, 28: 456-459.CrossRefPubMed
3.
go back to reference Lees J, Holloway L, Fuller M, Forstner D: Effect of intravenous contrast on treatment planning system dose calculations in the lung. Australas Phys Eng Sci Med 2005, 28: 190-195.CrossRefPubMed Lees J, Holloway L, Fuller M, Forstner D: Effect of intravenous contrast on treatment planning system dose calculations in the lung. Australas Phys Eng Sci Med 2005, 28: 190-195.CrossRefPubMed
4.
go back to reference Weber DC, Rouzaud M, Miralbell R: Bladder opacification does not significantly influence dose distribution in conformal radiotherapy of prostate cancer. Radiother Oncol 2001, 59: 95-97.CrossRefPubMed Weber DC, Rouzaud M, Miralbell R: Bladder opacification does not significantly influence dose distribution in conformal radiotherapy of prostate cancer. Radiother Oncol 2001, 59: 95-97.CrossRefPubMed
5.
go back to reference Shibamoto Y, Naruse A, Fukuma H, Ayakawa S, Sugie C, Tomita N: Influence of contrast materials on dose calculation in radiotherapy planning using computed tomography for tumors at various anatomical regions: a prospective study. Radiother Oncol 2007, 84: 52-55.CrossRefPubMed Shibamoto Y, Naruse A, Fukuma H, Ayakawa S, Sugie C, Tomita N: Influence of contrast materials on dose calculation in radiotherapy planning using computed tomography for tumors at various anatomical regions: a prospective study. Radiother Oncol 2007, 84: 52-55.CrossRefPubMed
6.
go back to reference Zabel-du Bois A, Ackermann B, Hauswald H, Schramm O, Sroka-Perez G, Huber P, Debus J, Milker-Zabel S: Influence of intravenous contrast agent on dose calculation in 3-D treatment planning for radiosurgery of cerebral arteriovenous malformations. Strahlenther Onkol 2009, 185: 318-324.CrossRefPubMed Zabel-du Bois A, Ackermann B, Hauswald H, Schramm O, Sroka-Perez G, Huber P, Debus J, Milker-Zabel S: Influence of intravenous contrast agent on dose calculation in 3-D treatment planning for radiosurgery of cerebral arteriovenous malformations. Strahlenther Onkol 2009, 185: 318-324.CrossRefPubMed
7.
go back to reference Wertz H, Jäkel O: Influence of iodine contrast agent on the range of ion beams for radiotherapy. Med Phys 2004, 31: 767-773.CrossRefPubMed Wertz H, Jäkel O: Influence of iodine contrast agent on the range of ion beams for radiotherapy. Med Phys 2004, 31: 767-773.CrossRefPubMed
8.
go back to reference Johnson TR, Krauß B, Sedlmair M, Grasruck M, Bruder H, Morhard D, Fink C, Weckbach S, Lenhard M, Schmidt B, Flohr T, Reiser MF, Becker CR: Material differentiation by dual energy CT: initial experience. Eur Radiol 2007, 17: 1510-1517.CrossRefPubMed Johnson TR, Krauß B, Sedlmair M, Grasruck M, Bruder H, Morhard D, Fink C, Weckbach S, Lenhard M, Schmidt B, Flohr T, Reiser MF, Becker CR: Material differentiation by dual energy CT: initial experience. Eur Radiol 2007, 17: 1510-1517.CrossRefPubMed
9.
go back to reference Barrett T, Bowden DJ, Shaida N, Godfrey EM, Taylor A, Lomas DJ, Shaw AS: Virtual unenhanced second generation dual-source CT of the liver: is it time to discard the conventional unenhanced phase? Eur J Radiol 2012, 81: 1438-1445.CrossRefPubMed Barrett T, Bowden DJ, Shaida N, Godfrey EM, Taylor A, Lomas DJ, Shaw AS: Virtual unenhanced second generation dual-source CT of the liver: is it time to discard the conventional unenhanced phase? Eur J Radiol 2012, 81: 1438-1445.CrossRefPubMed
10.
go back to reference Toepker M, Moritz T, Krauss B, Weber M, Euller G, Mang T, Wolf F, Herold CJ, Ringl H: Virtual non-contrast in second-generation, dual-energy computed tomography: reliability of attenuation values. Eur J Radiol 2012, 81: e398-405.CrossRefPubMed Toepker M, Moritz T, Krauss B, Weber M, Euller G, Mang T, Wolf F, Herold CJ, Ringl H: Virtual non-contrast in second-generation, dual-energy computed tomography: reliability of attenuation values. Eur J Radiol 2012, 81: e398-405.CrossRefPubMed
11.
go back to reference Sommer CM, Schwarzwaelder CB, Stiller W, Schindera ST, Stampfl U, Bellemann N, Holzschuh M, Schmidt J, Weitz J, Grenacher L, Kauczor HU, Radeleff BA: Iodine removal in intravenous dual-energy CT-cholangiography: is virtual non-enhanced imaging effective to replace true non-enhanced imaging? Eur J Radiol 2012, 81: 692-699.CrossRefPubMed Sommer CM, Schwarzwaelder CB, Stiller W, Schindera ST, Stampfl U, Bellemann N, Holzschuh M, Schmidt J, Weitz J, Grenacher L, Kauczor HU, Radeleff BA: Iodine removal in intravenous dual-energy CT-cholangiography: is virtual non-enhanced imaging effective to replace true non-enhanced imaging? Eur J Radiol 2012, 81: 692-699.CrossRefPubMed
12.
go back to reference Kawai T, Shibamoto Y, Hara M, Arakawa T, Nagai K, Ohashi K: Can dual-energy CT evaluate contrast enhancement of ground-glass attenuation? Phantom and preliminary clinical studies. Acad Radiol 2011, 18: 682-689.CrossRefPubMed Kawai T, Shibamoto Y, Hara M, Arakawa T, Nagai K, Ohashi K: Can dual-energy CT evaluate contrast enhancement of ground-glass attenuation? Phantom and preliminary clinical studies. Acad Radiol 2011, 18: 682-689.CrossRefPubMed
13.
go back to reference Kawai T, Takeuchi M, Hara M, Ohashi K, Suzuki H, Yamada K, Sugimura Y, Shibamoto Y: Accuracy of iodine removal using dual-energy CT with or without a tin filter: an experimental phantom study. Acta Radiol 2013, 54: 954-960.CrossRefPubMed Kawai T, Takeuchi M, Hara M, Ohashi K, Suzuki H, Yamada K, Sugimura Y, Shibamoto Y: Accuracy of iodine removal using dual-energy CT with or without a tin filter: an experimental phantom study. Acta Radiol 2013, 54: 954-960.CrossRefPubMed
14.
go back to reference Kaufmann S, Sauter A, Spira D, Gatidis S, Ketelsen D, Heuschmid M, Claussen CD, Thomas C: Tin-filter enhanced dual-energy-CT: image quality and accuracy of CT numbers in virtual noncontrast imaging. Acad Radiol 2013, 20: 596-603.CrossRefPubMed Kaufmann S, Sauter A, Spira D, Gatidis S, Ketelsen D, Heuschmid M, Claussen CD, Thomas C: Tin-filter enhanced dual-energy-CT: image quality and accuracy of CT numbers in virtual noncontrast imaging. Acad Radiol 2013, 20: 596-603.CrossRefPubMed
15.
go back to reference De Cecco CN, Darnell A, Macías N, Ayuso JR, Rodríguez S, Rimola J, Pagés M, García-Criado Á, Rengo M, Laghi A, Ayuso C: Virtual unenhanced images of the abdomen with second-generation dual-source dual-energy computed tomography: image quality and liver lesion detection. Invest Radiol 2013, 48: 1-9.CrossRefPubMed De Cecco CN, Darnell A, Macías N, Ayuso JR, Rodríguez S, Rimola J, Pagés M, García-Criado Á, Rengo M, Laghi A, Ayuso C: Virtual unenhanced images of the abdomen with second-generation dual-source dual-energy computed tomography: image quality and liver lesion detection. Invest Radiol 2013, 48: 1-9.CrossRefPubMed
16.
go back to reference Primak AN, Ramirez Giraldo JC, Liu X, Yu L, McCollough CH: Improved dual-energy material discrimination for dual-source CT by means of additional spectral filtration. Med Phys 2009, 36: 1359-1369.PubMedCentralCrossRefPubMed Primak AN, Ramirez Giraldo JC, Liu X, Yu L, McCollough CH: Improved dual-energy material discrimination for dual-source CT by means of additional spectral filtration. Med Phys 2009, 36: 1359-1369.PubMedCentralCrossRefPubMed
17.
go back to reference Primak AN, Giraldo JC, Eusemann CD, Schmidt B, Kantor B, Fletcher JG, McCollough CH: Dual-source dual-energy CT with additional tin filtration: dose and image quality evaluation in phantoms and in vivo. AJR Am J Roentgenol 2010, 195: 1164-1174.PubMedCentralCrossRefPubMed Primak AN, Giraldo JC, Eusemann CD, Schmidt B, Kantor B, Fletcher JG, McCollough CH: Dual-source dual-energy CT with additional tin filtration: dose and image quality evaluation in phantoms and in vivo. AJR Am J Roentgenol 2010, 195: 1164-1174.PubMedCentralCrossRefPubMed
18.
go back to reference Van Dyk J, Barnett RB, Cygler JE, Shragge PC: Commissioning and quality assurance of treatment planning computers. Int J Radiat Oncol Biol Phys 1993, 26: 261-273.CrossRefPubMed Van Dyk J, Barnett RB, Cygler JE, Shragge PC: Commissioning and quality assurance of treatment planning computers. Int J Radiat Oncol Biol Phys 1993, 26: 261-273.CrossRefPubMed
19.
go back to reference Ogata T, Ueguchi T, Yagi M, Yamada S, Tanaka C, Ogihara R, Isohashi F, Yoshioka Y, Tomiyama N, Ogawa K, Koizumi M: Feasibility and accuracy of relative electron density determined by virtual monochromatic CT value subtraction at two different energies using the gemstone spectral imaging. Radiat Oncol 2013, 8: 83.PubMedCentralCrossRefPubMed Ogata T, Ueguchi T, Yagi M, Yamada S, Tanaka C, Ogihara R, Isohashi F, Yoshioka Y, Tomiyama N, Ogawa K, Koizumi M: Feasibility and accuracy of relative electron density determined by virtual monochromatic CT value subtraction at two different energies using the gemstone spectral imaging. Radiat Oncol 2013, 8: 83.PubMedCentralCrossRefPubMed
20.
go back to reference Yagi M, Ueguchi T, Koizumi M, Ogata T, Yamada S, Takahashi Y, Sumida I, Akino Y, Konishi K, Isohashi F, Tomiyama N, Yoshioka Y, Ogawa K: Gemstone spectral imaging: determination of CT to ED conversion curves for radiotherapy treatment planning. J Appl Clin Med Phys 2013, 14: 173-186.PubMed Yagi M, Ueguchi T, Koizumi M, Ogata T, Yamada S, Takahashi Y, Sumida I, Akino Y, Konishi K, Isohashi F, Tomiyama N, Yoshioka Y, Ogawa K: Gemstone spectral imaging: determination of CT to ED conversion curves for radiotherapy treatment planning. J Appl Clin Med Phys 2013, 14: 173-186.PubMed
21.
go back to reference Saito M: Potential of dual-energy subtraction for converting CT numbers to electron density based on a single linear relationship. Med Phys 2012, 39: 2021-2030.CrossRefPubMed Saito M: Potential of dual-energy subtraction for converting CT numbers to electron density based on a single linear relationship. Med Phys 2012, 39: 2021-2030.CrossRefPubMed
Metadata
Title
Radiotherapy treatment planning with contrast-enhanced computed tomography: feasibility of dual-energy virtual unenhanced imaging for improved dose calculations
Authors
Sachiko Yamada
Takashi Ueguchi
Toshiyuki Ogata
Hirokazu Mizuno
Ryota Ogihara
Masahiko Koizumi
Takeshi Shimazu
Kenya Murase
Kazuhiko Ogawa
Publication date
01-12-2014
Publisher
BioMed Central
Published in
Radiation Oncology / Issue 1/2014
Electronic ISSN: 1748-717X
DOI
https://doi.org/10.1186/1748-717X-9-168

Other articles of this Issue 1/2014

Radiation Oncology 1/2014 Go to the issue