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Published in: International Journal of Computer Assisted Radiology and Surgery 5/2013

01-09-2013 | Original Article

Calibration of cone beam CT using relative attenuation ratio for quantitative assessment of bone density: a small animal study

Authors: Yifei Liu, Tobias Bäuerle, Leyun Pan, Antonia Dimitrakopoulou-Strauss, Ludwig G. Strauss, Christian Heiss, Reinhard Schnettler, Wolfhard Semmler, Liji Cao

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 5/2013

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Abstract

Purpose   Cone beam computed tomography (CBCT) has the disadvantage of providing non-quantitative results for bone density determination. The aim of this study is to calibrate CBCT results by using an internal reference (such as muscle) for quantitatively assessing bone density.
Methods We developed a new method using the relative attenuation ratio between two nearby materials (such as bone and muscle) for systemic error correction in CBCT that depends on the relative object position in the image volume. Phantom calibration was performed to calculate the acquired attenuation ratio in Hounsfield units (HU), comparable to the results from clinical multislice spiral computed tomography (MSCT). In addition, a small animal study with an osteoporotic rat model was evaluated to show the feasibility of this presented method to quantitatively assess bone density using a CBCT system.
Results The phantom study results showed that the calibration process successfully corrected the systemic inaccuracy from CBCT, and the calibrated HU values agreed with the values measured from MSCT. In the small animal study, the quantitative bone densities assessed from the calibrated CBCT results were consistent with the results from MSCT data.
Conclusion A practical method to quantitatively estimate attenuation (HU) values for bone tissues from CBCT scans that are comparable to MSCT scans is proposed. The method may improve the quantification ability of CBCT scanning without any additional hardware requirements.
Literature
1.
go back to reference Bäuerle T, Hilbig H, Bartling S, Kiessling F, Kersten A, Schmitt-Gräff A, Kauczor H, Delorme S, Berger M (2008) Bevacizumab inhibits breast cancer-induced osteolysis, surrounding soft tissue metastasis, and angiogenesis in rats as visualized by VCT and MRI. Neoplasia (New York, NY) 10(5):511 Bäuerle T, Hilbig H, Bartling S, Kiessling F, Kersten A, Schmitt-Gräff A, Kauczor H, Delorme S, Berger M (2008) Bevacizumab inhibits breast cancer-induced osteolysis, surrounding soft tissue metastasis, and angiogenesis in rats as visualized by VCT and MRI. Neoplasia (New York, NY) 10(5):511
2.
go back to reference Bäuerle T, Bartling S, Berger M, Schmitt-Gräff A, Hilbig H, Kauczor H, Delorme S (2010a) Imaging anti-angiogenic treatment response with DCE-VCT, DCE-MRI and DWI in an animal model of breast cancer bone metastasis. Eur J Radiol 73(2):280–287 Bäuerle T, Bartling S, Berger M, Schmitt-Gräff A, Hilbig H, Kauczor H, Delorme S (2010a) Imaging anti-angiogenic treatment response with DCE-VCT, DCE-MRI and DWI in an animal model of breast cancer bone metastasis. Eur J Radiol 73(2):280–287
3.
go back to reference Bäuerle T, Merz M, Komljenovic D, Zwick S, Semmler W (2010b) Drug-induced vessel remodeling in bone metastases as assessed by dynamic contrast enhanced magnetic resonance imaging and vessel size imaging: a longitudinal in vivo study. Clin Cancer Res 16(12):3215PubMedCrossRef Bäuerle T, Merz M, Komljenovic D, Zwick S, Semmler W (2010b) Drug-induced vessel remodeling in bone metastases as assessed by dynamic contrast enhanced magnetic resonance imaging and vessel size imaging: a longitudinal in vivo study. Clin Cancer Res 16(12):3215PubMedCrossRef
4.
go back to reference Bäuerle T, Komljenovic D, Merz M, Berger M, Goodman S,Semmler W (2011) Cilengitide inhibits progression of experimental breast cancer bone metastases as imaged noninvasively using VCT, MRI and DCE-MRI in a longitudinal in vivo study. Int J Cancer 128(10):2453–2462 Bäuerle T, Komljenovic D, Merz M, Berger M, Goodman S,Semmler W (2011) Cilengitide inhibits progression of experimental breast cancer bone metastases as imaged noninvasively using VCT, MRI and DCE-MRI in a longitudinal in vivo study. Int J Cancer 128(10):2453–2462
5.
go back to reference Chindasombatjaroen J, Kakimoto N, Shimamoto H, Murakami S, Furukawa S (2011) Correlation between pixel values in a cone-beam computed tomographic scanner and the computed tomographic values in a multidetector row computed tomographic scanner. J Comput Assist Tomogr 35(5):662 Chindasombatjaroen J, Kakimoto N, Shimamoto H, Murakami S, Furukawa S (2011) Correlation between pixel values in a cone-beam computed tomographic scanner and the computed tomographic values in a multidetector row computed tomographic scanner. J Comput Assist Tomogr 35(5):662
6.
go back to reference Cho P, Johnson R, Griffin T (1995) Cone-beam CT for radiotherapy applications. Phys Med Biol 40:1863PubMedCrossRef Cho P, Johnson R, Griffin T (1995) Cone-beam CT for radiotherapy applications. Phys Med Biol 40:1863PubMedCrossRef
7.
go back to reference Endo M, Tsunoo T, Nakamori N, Yoshida K (2001) Effect of scattered radiation on image noise in cone beam CT. Med Phys 28:469PubMedCrossRef Endo M, Tsunoo T, Nakamori N, Yoshida K (2001) Effect of scattered radiation on image noise in cone beam CT. Med Phys 28:469PubMedCrossRef
8.
go back to reference Goodpaster B, Kelley D, Thaete F, He J, Ross R (2000) Skeletal muscle attenuation determined by computed tomography is associated with skeletal muscle lipid content. J Appl Physiol 89(1): 104–110 Goodpaster B, Kelley D, Thaete F, He J, Ross R (2000) Skeletal muscle attenuation determined by computed tomography is associated with skeletal muscle lipid content. J Appl Physiol 89(1): 104–110
9.
go back to reference Greschus S, Kiessling F, Lichy M, Moll J, Mueller M, Savai R, Rose F, Ruppert C, Günther A, Luecke M et al (2005) Potential applications of flat-panel volumetric CT in morphologic and functional small animal imaging. Neoplasia (New York, NY) 7(8):730 Greschus S, Kiessling F, Lichy M, Moll J, Mueller M, Savai R, Rose F, Ruppert C, Günther A, Luecke M et al (2005) Potential applications of flat-panel volumetric CT in morphologic and functional small animal imaging. Neoplasia (New York, NY) 7(8):730
10.
go back to reference Hashimoto K, Arai Y, Iwai K, Araki M, Kawashima S, Terakado M et al (2003) A comparison of a new limited cone beam computed tomography machine for dental use with a multidetector row helical CT machine. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 95(3):371PubMedCrossRef Hashimoto K, Arai Y, Iwai K, Araki M, Kawashima S, Terakado M et al (2003) A comparison of a new limited cone beam computed tomography machine for dental use with a multidetector row helical CT machine. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 95(3):371PubMedCrossRef
11.
go back to reference Heiss C, Govindarajan P, Schlewitz G, Hemdan N, Schliefke N, Alt V, Thormann U, Lips K, Wenisch S, Langheinrich A et al (2012) Induction of osteoporosis with its influence on osteoporotic determinants and their interrelationships in rats by DEXA. Med Sci Monit Int Med J Exp Clin Res 18(6):BR199 Heiss C, Govindarajan P, Schlewitz G, Hemdan N, Schliefke N, Alt V, Thormann U, Lips K, Wenisch S, Langheinrich A et al (2012) Induction of osteoporosis with its influence on osteoporotic determinants and their interrelationships in rats by DEXA. Med Sci Monit Int Med J Exp Clin Res 18(6):BR199
12.
go back to reference Hohlweg-Majert B, Metzger M, Kummer T, Schulze D (2011) Morphometric analysis-Cone beam computed tomography to predict bone quality and quantity. J Cranio-Maxillofac Surg 39(5):330–334CrossRef Hohlweg-Majert B, Metzger M, Kummer T, Schulze D (2011) Morphometric analysis-Cone beam computed tomography to predict bone quality and quantity. J Cranio-Maxillofac Surg 39(5):330–334CrossRef
13.
go back to reference Kachelrieß M, Sourbelle K, Kalender W (2006) Empirical cupping correction: a first-order raw data precorrection for cone-beam computed tomography. Med Phys 33:1269PubMedCrossRef Kachelrieß M, Sourbelle K, Kalender W (2006) Empirical cupping correction: a first-order raw data precorrection for cone-beam computed tomography. Med Phys 33:1269PubMedCrossRef
14.
go back to reference Katsumata A, Hirukawa A, Okumura S, Naitoh M, Fujishita M, Ariji E, Langlais R (2007) Effects of image artifacts on gray-value density in limited-volume cone-beam computerized tomography. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 104(6): 829–836 Katsumata A, Hirukawa A, Okumura S, Naitoh M, Fujishita M, Ariji E, Langlais R (2007) Effects of image artifacts on gray-value density in limited-volume cone-beam computerized tomography. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 104(6): 829–836
15.
go back to reference Kröpil P, Hakimi A, Jungbluth P, Riegger C, Rubbert C, Miese F, Lanzman R, Wild M, Schek A, Scherer A et al (2012) Cone beam CT in assessment of tibial bone defect healing: an animal study. Acad Radiol 19(3):320–325 Kröpil P, Hakimi A, Jungbluth P, Riegger C, Rubbert C, Miese F, Lanzman R, Wild M, Schek A, Scherer A et al (2012) Cone beam CT in assessment of tibial bone defect healing: an animal study. Acad Radiol 19(3):320–325
16.
go back to reference Létourneau D, Wong J, Oldham M, Gulam M, Watt L, Jaffray D, Siewerdsen J, Martinez A (2005) Cone-beam-CT guided radiation therapy: technical implementation. Radiother Oncol 75(3):279–286PubMedCrossRef Létourneau D, Wong J, Oldham M, Gulam M, Watt L, Jaffray D, Siewerdsen J, Martinez A (2005) Cone-beam-CT guided radiation therapy: technical implementation. Radiother Oncol 75(3):279–286PubMedCrossRef
17.
go back to reference Liu Y, Cao L, Hillengass J, Delorme S, Schlewitz G, Schnettler R, Semmler W, Heiß C, Bäuerle T (2012) Quantitative assessment of microcirculation and diffusion in the bone marrow of osteoporotic rats using VCT, DCE-MRI, DW-MRI and histology. Acta Radiol. doi:10.1258/ar.2012.120508 Liu Y, Cao L, Hillengass J, Delorme S, Schlewitz G, Schnettler R, Semmler W, Heiß C, Bäuerle T (2012) Quantitative assessment of microcirculation and diffusion in the bone marrow of osteoporotic rats using VCT, DCE-MRI, DW-MRI and histology. Acta Radiol. doi:10.​1258/​ar.​2012.​120508
18.
go back to reference Mah P, Reeves T, McDavid W (2010) Deriving Hounsfield units using grey levels in cone beam computed tomography. Dentomaxillofac Radiol 39(6):323–335PubMedCrossRef Mah P, Reeves T, McDavid W (2010) Deriving Hounsfield units using grey levels in cone beam computed tomography. Dentomaxillofac Radiol 39(6):323–335PubMedCrossRef
19.
go back to reference Mozzo P, Procacci C, Tacconi A (1998) A new volumetric CT machine for dental imaging based on the cone-beam technique: preliminary results. Eur Radiol 8(9):1558–1564PubMedCrossRef Mozzo P, Procacci C, Tacconi A (1998) A new volumetric CT machine for dental imaging based on the cone-beam technique: preliminary results. Eur Radiol 8(9):1558–1564PubMedCrossRef
20.
go back to reference Naitoh M, Hirukawa A, Katsumata A, Ariji E (2010) Prospective study to estimate mandibular cancellous bone density using large-volume cone-beam computed tomography. Clin Oral Implant Res 21(12):1309–1313CrossRef Naitoh M, Hirukawa A, Katsumata A, Ariji E (2010) Prospective study to estimate mandibular cancellous bone density using large-volume cone-beam computed tomography. Clin Oral Implant Res 21(12):1309–1313CrossRef
21.
go back to reference Paulus M, Gleason S, Kennel S, Hunsicker P, Johnson D (2000) High resolution X-ray computed tomography: an emerging tool for small animal cancer research. Neoplasia (New York, NY) 2(1–2):62 Paulus M, Gleason S, Kennel S, Hunsicker P, Johnson D (2000) High resolution X-ray computed tomography: an emerging tool for small animal cancer research. Neoplasia (New York, NY) 2(1–2):62
22.
go back to reference Rinkel J, Gerfault L, Esteve F, Dinten J (2007) A new method for X-ray scatter correction: first assessment on a cone-beam CT experimental setup. Phys Med Biol 52:4633PubMedCrossRef Rinkel J, Gerfault L, Esteve F, Dinten J (2007) A new method for X-ray scatter correction: first assessment on a cone-beam CT experimental setup. Phys Med Biol 52:4633PubMedCrossRef
Metadata
Title
Calibration of cone beam CT using relative attenuation ratio for quantitative assessment of bone density: a small animal study
Authors
Yifei Liu
Tobias Bäuerle
Leyun Pan
Antonia Dimitrakopoulou-Strauss
Ludwig G. Strauss
Christian Heiss
Reinhard Schnettler
Wolfhard Semmler
Liji Cao
Publication date
01-09-2013
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Computer Assisted Radiology and Surgery / Issue 5/2013
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-012-0803-5

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