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Published in: European Radiology 12/2017

Open Access 01-12-2017 | Computed Tomography

The Effects of Iodine Attenuation on Pulmonary Nodule Volumetry using Novel Dual-Layer Computed Tomography Reconstructions

Authors: A. M. den Harder, F. Bangert, R. W. van Hamersvelt, T. Leiner, Julien Milles, A. M. R. Schilham, M. J. Willemink, P. A. de Jong

Published in: European Radiology | Issue 12/2017

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Abstract

Objectives

To assess the effect of iodine attenuation on pulmonary nodule volumetry using virtual non-contrast (VNC) and mono-energetic reconstructions.

Methods

A consecutive series of patients who underwent a contrast-enhanced chest CT scan were included. Images were acquired on a novel dual-layer spectral CT system. Conventional reconstructions as well as VNC and mono-energetic images at different keV levels were used for nodule volumetry.

Results

Twenty-four patients with a total of 63 nodules were included. Conventional reconstructions showed a median (interquartile range) volume and diameter of 174 (87 – 253) mm3 and 6.9 (5.4 – 9.9) mm, respectively. VNC reconstructions resulted in a significant volume reduction of 5.5% (2.6 – 11.2%; p<0.001). Mono-energetic reconstructions showed a correlation between nodule attenuation and nodule volume (Spearman correlation 0.77, (0.49 – 0.94)). Lowering the keV resulted in increased volumes while higher keV levels resulted in decreased pulmonary nodule volumes compared to conventional CT.

Conclusions

Novel dual-layer spectral CT offers the possibility to reconstruct VNC and mono-energetic images. Those reconstructions show that higher pulmonary nodule attenuation results in larger nodule volumes. This may explain the reported underestimation in nodule volume on non-contrast enhanced compared to contrast-enhanced acquisitions.

Key Points

Pulmonary nodule volumes were measured on virtual non-contrast and mono-energetic reconstructions
Mono-energetic reconstructions showed that higher attenuation results in larger volumes
This may explain the reported nodule volume underestimation on non-contrast enhanced CT
Mostly metastatic pulmonary nodules were evaluated, results might differ for benign nodules
Literature
1.
go back to reference Moyer VA, U.S. Preventive Services Task Force (2014) Screening for lung cancer: U.S. preventive services task force recommendation statement. Ann Intern Med 160:330–338PubMed Moyer VA, U.S. Preventive Services Task Force (2014) Screening for lung cancer: U.S. preventive services task force recommendation statement. Ann Intern Med 160:330–338PubMed
3.
go back to reference Callister ME, Baldwin DR, Akram AR et al (2015) British thoracic society guidelines for the investigation and management of pulmonary nodules. Thorax 70:ii1–ii54CrossRefPubMed Callister ME, Baldwin DR, Akram AR et al (2015) British thoracic society guidelines for the investigation and management of pulmonary nodules. Thorax 70:ii1–ii54CrossRefPubMed
4.
go back to reference Rampinelli C, Raimondi S, Padrenostro M et al (2010) Pulmonary nodules: Contrast-enhanced volumetric variation at different CT scan delays. AJR Am J Roentgenol 195:149–154CrossRefPubMed Rampinelli C, Raimondi S, Padrenostro M et al (2010) Pulmonary nodules: Contrast-enhanced volumetric variation at different CT scan delays. AJR Am J Roentgenol 195:149–154CrossRefPubMed
5.
go back to reference De Hoop B, Gietema H, van Ginneken B, Zanen P, Groenewegen G, Prokop M (2009) A comparison of six software packages for evaluation of solid lung nodules using semi-automated volumetry: What is the minimum increase in size to detect growth in repeated CT examinations. Eur Radiol 19:800–808CrossRefPubMed De Hoop B, Gietema H, van Ginneken B, Zanen P, Groenewegen G, Prokop M (2009) A comparison of six software packages for evaluation of solid lung nodules using semi-automated volumetry: What is the minimum increase in size to detect growth in repeated CT examinations. Eur Radiol 19:800–808CrossRefPubMed
6.
go back to reference Mohamed Hoesein FA, Bulbul M, De Jong PA (2016) Pulmonary nodule follow-up: Be careful with volumetry between contrast enhanced and unenhanced CT. Ann Transl Med 4:346CrossRefPubMedPubMedCentral Mohamed Hoesein FA, Bulbul M, De Jong PA (2016) Pulmonary nodule follow-up: Be careful with volumetry between contrast enhanced and unenhanced CT. Ann Transl Med 4:346CrossRefPubMedPubMedCentral
7.
go back to reference Den Harder AM, Willemink MJ, Van Hamersvelt RW et al (2016) Pulmonary nodule volumetry at different low computed tomography radiation dose levels with hybrid and model-based iterative reconstruction: A within patient analysis. J Comput Assist Tomogr. doi:10.1097/RCT.0000000000000408 Den Harder AM, Willemink MJ, Van Hamersvelt RW et al (2016) Pulmonary nodule volumetry at different low computed tomography radiation dose levels with hybrid and model-based iterative reconstruction: A within patient analysis. J Comput Assist Tomogr. doi:10.​1097/​RCT.​0000000000000408​
8.
go back to reference Petrou M, Quint LE, Nan B, Baker LH (2007) Pulmonary nodule volumetric measurement variability as a function of CT slice thickness and nodule morphology. AJR Am J Roentgenol 188:306–312CrossRefPubMed Petrou M, Quint LE, Nan B, Baker LH (2007) Pulmonary nodule volumetric measurement variability as a function of CT slice thickness and nodule morphology. AJR Am J Roentgenol 188:306–312CrossRefPubMed
9.
go back to reference De Jong PA, Leiner T, Lammers JW, Gietema HA (2012) Can low-dose unenhanced chest CT be used for follow-up of lung nodules? AJR Am J Roentgenol 199:777–780CrossRefPubMed De Jong PA, Leiner T, Lammers JW, Gietema HA (2012) Can low-dose unenhanced chest CT be used for follow-up of lung nodules? AJR Am J Roentgenol 199:777–780CrossRefPubMed
10.
go back to reference Den Harder AM, Willemink MJ, De Jong PA et al (2016) New horizons in cardiac CT. Clin Radiol 71:758–767CrossRef Den Harder AM, Willemink MJ, De Jong PA et al (2016) New horizons in cardiac CT. Clin Radiol 71:758–767CrossRef
11.
go back to reference Danad I, Fayad ZA, Willemink MJ, Min JK (2015) New applications of cardiac computed tomography: Dual-energy, spectral, and molecular CT imaging. JACC Cardiovasc Imaging 8:710–723CrossRefPubMedPubMedCentral Danad I, Fayad ZA, Willemink MJ, Min JK (2015) New applications of cardiac computed tomography: Dual-energy, spectral, and molecular CT imaging. JACC Cardiovasc Imaging 8:710–723CrossRefPubMedPubMedCentral
12.
go back to reference Kang MJ, Park CM, Lee CH, Goo JM, Lee HJ (2010) Dual-energy CT: Clinical applications in various pulmonary diseases. Radiographics 30:685–698CrossRefPubMed Kang MJ, Park CM, Lee CH, Goo JM, Lee HJ (2010) Dual-energy CT: Clinical applications in various pulmonary diseases. Radiographics 30:685–698CrossRefPubMed
13.
go back to reference Ozguner O, Halliburton S, Dhanantwari A, Wen G, Utrup S, Wen MS (2016) Objective image characterization of spectral CT with a dual-layer detector. Med Phys 43. Doi:10.1118/1.4957956 Ozguner O, Halliburton S, Dhanantwari A, Wen G, Utrup S, Wen MS (2016) Objective image characterization of spectral CT with a dual-layer detector. Med Phys 43. Doi:10.​1118/​1.​4957956
14.
go back to reference Boone JM, Strauss KJ, Cody DD, McCollough CH (2011) Size-specific dose estimates (SSDE) in pediatric and adult body CT examinations. AAPM Report No. 204 Boone JM, Strauss KJ, Cody DD, McCollough CH (2011) Size-specific dose estimates (SSDE) in pediatric and adult body CT examinations. AAPM Report No. 204
15.
go back to reference Honda O, Johkoh T, Sumikawa H et al (2007) Pulmonary nodules: 3D volumetric measurement with multidetector CT--effect of intravenous contrast medium. Radiology 245:881–887CrossRefPubMed Honda O, Johkoh T, Sumikawa H et al (2007) Pulmonary nodules: 3D volumetric measurement with multidetector CT--effect of intravenous contrast medium. Radiology 245:881–887CrossRefPubMed
16.
go back to reference Cohen JG, Goo JM, Yoo RE et al (2016) The effect of late-phase contrast enhancement on semi-automatic software measurements of CT attenuation and volume of part-solid nodules in lung adenocarcinomas. Eur J Radiol 85:1174–1180CrossRefPubMed Cohen JG, Goo JM, Yoo RE et al (2016) The effect of late-phase contrast enhancement on semi-automatic software measurements of CT attenuation and volume of part-solid nodules in lung adenocarcinomas. Eur J Radiol 85:1174–1180CrossRefPubMed
17.
go back to reference Gietema HA, Schaefer-Prokop CM, Mali WP, Groenewegen G, Prokop M (2007) Pulmonary nodules: Interscan variability of semiautomated volume measurements with multisection CT-- influence of inspiration level, nodule size, and segmentation performance. Radiology 245:888–894CrossRefPubMed Gietema HA, Schaefer-Prokop CM, Mali WP, Groenewegen G, Prokop M (2007) Pulmonary nodules: Interscan variability of semiautomated volume measurements with multisection CT-- influence of inspiration level, nodule size, and segmentation performance. Radiology 245:888–894CrossRefPubMed
18.
go back to reference Swensen SJ, Brown LR, Colby TV, Weaver AL (1995) Pulmonary nodules: CT evaluation of enhancement with iodinated contrast material. Radiology 194:393–398CrossRefPubMed Swensen SJ, Brown LR, Colby TV, Weaver AL (1995) Pulmonary nodules: CT evaluation of enhancement with iodinated contrast material. Radiology 194:393–398CrossRefPubMed
19.
go back to reference Chae EJ, Song JW, Krauss B et al (2010) Dual-energy computed tomography characterization of solitary pulmonary nodules. J Thorac Imaging 25:301–310CrossRefPubMed Chae EJ, Song JW, Krauss B et al (2010) Dual-energy computed tomography characterization of solitary pulmonary nodules. J Thorac Imaging 25:301–310CrossRefPubMed
20.
go back to reference Xiao H, Liu Y, Tan H et al (2015) A pilot study using low-dose spectral CT and ASIR (adaptive statistical iterative reconstruction) algorithm to diagnose solitary pulmonary nodules. BMC Med Imaging 15:015–0096-6CrossRef Xiao H, Liu Y, Tan H et al (2015) A pilot study using low-dose spectral CT and ASIR (adaptive statistical iterative reconstruction) algorithm to diagnose solitary pulmonary nodules. BMC Med Imaging 15:015–0096-6CrossRef
21.
go back to reference Lin JZ, Zhang L, Zhang CY, Yang L, Lou HN, Wang ZG (2016) Application of gemstone spectral computed tomography imaging in the characterization of solitary pulmonary nodules: Preliminary result. J Comput Assist Tomogr 40:907–911CrossRefPubMed Lin JZ, Zhang L, Zhang CY, Yang L, Lou HN, Wang ZG (2016) Application of gemstone spectral computed tomography imaging in the characterization of solitary pulmonary nodules: Preliminary result. J Comput Assist Tomogr 40:907–911CrossRefPubMed
22.
go back to reference Zhang Y, Cheng J, Hua X et al (2016) Can spectral CT imaging improve the differentiation between malignant and benign solitary pulmonary nodules? PLoS One 11:e0147537CrossRefPubMedPubMedCentral Zhang Y, Cheng J, Hua X et al (2016) Can spectral CT imaging improve the differentiation between malignant and benign solitary pulmonary nodules? PLoS One 11:e0147537CrossRefPubMedPubMedCentral
24.
go back to reference Swensen SJ, Viggiano RW, Midthun DE et al (2000) Lung nodule enhancement at CT: Multicenter study. Radiology 214:73–80CrossRefPubMed Swensen SJ, Viggiano RW, Midthun DE et al (2000) Lung nodule enhancement at CT: Multicenter study. Radiology 214:73–80CrossRefPubMed
Metadata
Title
The Effects of Iodine Attenuation on Pulmonary Nodule Volumetry using Novel Dual-Layer Computed Tomography Reconstructions
Authors
A. M. den Harder
F. Bangert
R. W. van Hamersvelt
T. Leiner
Julien Milles
A. M. R. Schilham
M. J. Willemink
P. A. de Jong
Publication date
01-12-2017
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 12/2017
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-017-4938-1

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