Skip to main content
Top
Published in: European Journal of Nuclear Medicine and Molecular Imaging 12/2011

01-12-2011 | Original Article

The importance of correction for tissue fraction effects in lung PET: preliminary findings

Authors: Tryphon Lambrou, Ashley M. Groves, Kjell Erlandsson, Nick Screaton, Raymondo Endozo, Thida Win, Joanna C Porter, Brian F. Hutton

Published in: European Journal of Nuclear Medicine and Molecular Imaging | Issue 12/2011

Login to get access

Abstract

Purpose

It has recently been recognized that PET/CT may play a role in diffuse parenchymal lung disease. However, interpretation can be confounded due to the variability in lung density both within and between individuals. To address this issue a novel correction method is proposed.

Methods

A CT scan acquired during shallow breathing is registered to a PET study and smoothed so as to match the PET resolution. This is used to derive voxel-based tissue fraction correction factors for the individual. The method was evaluated in a lung phantom study in which the lung was simulated by a Styrofoam/water mixture. The method was further evaluated using 18F-FDG in 12 subjects free from pulmonary disease where ranges before and after correction were considered.

Results

Correction resulted in similar activity concentrations for the lung and background regions, consistent with the experimental phantom set-up. Correction resulted in reduced inter- and intrasubject variability in the estimated SUV. The possible application of the method was further demonstrated in five subjects with interstitial lung changes where increased SUV was demonstrated. Single study pre- and post-treatment studies were also analysed to further illustrate the utility of the method.

Conclusion

The proposed tissue fraction correction method is a promising technique to account for variability of density in interpreting lung PET studies.
Literature
1.
go back to reference Inoue K, Okada K, Taki Y, Goto R, Kinomura S, Fukuda H. 18FDG uptake associated with CT density on PET/CT in lungs with and without chronic interstitial lung diseases. Ann Nucl Med. 2009;23:277–81.PubMed Inoue K, Okada K, Taki Y, Goto R, Kinomura S, Fukuda H. 18FDG uptake associated with CT density on PET/CT in lungs with and without chronic interstitial lung diseases. Ann Nucl Med. 2009;23:277–81.PubMed
2.
go back to reference Groves AM, Win T, Screaton NJ, Berovic M, Endozo R, Booth H, et al. Idiopathic pulmonary fibrosis and diffuse parenchymal lung disease: implications from initial experience with 18F-FDG PET/CT. J Nucl Med. 2009;50:538–45.PubMed Groves AM, Win T, Screaton NJ, Berovic M, Endozo R, Booth H, et al. Idiopathic pulmonary fibrosis and diffuse parenchymal lung disease: implications from initial experience with 18F-FDG PET/CT. J Nucl Med. 2009;50:538–45.PubMed
3.
go back to reference Umeda Y, Demura Y, Ishizaki T, Ameshima S, Miyamori I, Saito Y, et al. Dual-time-point 18F-FDG PET imaging for diagnosis of disease type and disease activity in patients with idiopathic interstitial pneumonia. Eur J Nucl Med Mol Imaging. 2009;36:1121–30.PubMed Umeda Y, Demura Y, Ishizaki T, Ameshima S, Miyamori I, Saito Y, et al. Dual-time-point 18F-FDG PET imaging for diagnosis of disease type and disease activity in patients with idiopathic interstitial pneumonia. Eur J Nucl Med Mol Imaging. 2009;36:1121–30.PubMed
4.
go back to reference Nusair S, Rubinstein R, Freedman NM, Amir G, Bogot NR, Izhar U, et al. Positron emission tomography in interstitial lung disease. Respirology. 2007;12:843–7.PubMed Nusair S, Rubinstein R, Freedman NM, Amir G, Bogot NR, Izhar U, et al. Positron emission tomography in interstitial lung disease. Respirology. 2007;12:843–7.PubMed
5.
go back to reference Meissner HH, Soo Hoo GW, Khonsary SA, Mandelkern M, Brown CV, Santiago SM. Idiopathic pulmonary fibrosis: evaluation with positron emission tomography. Respiration. 2006;73:197–202.PubMed Meissner HH, Soo Hoo GW, Khonsary SA, Mandelkern M, Brown CV, Santiago SM. Idiopathic pulmonary fibrosis: evaluation with positron emission tomography. Respiration. 2006;73:197–202.PubMed
6.
go back to reference Ambrosini V, Zompatori M, De Luca F, Antonia D, Allegri V, Nanni C, et al. 68Ga-DOTANOC PET/CT allows somatostatin receptor imaging in idiopathic pulmonary fibrosis: preliminary results. J Nucl Med. 2010;51(12):1950–5.PubMed Ambrosini V, Zompatori M, De Luca F, Antonia D, Allegri V, Nanni C, et al. 68Ga-DOTANOC PET/CT allows somatostatin receptor imaging in idiopathic pulmonary fibrosis: preliminary results. J Nucl Med. 2010;51(12):1950–5.PubMed
7.
go back to reference Lavalaye J, Grutters JC, van de Garde EM, van Buul MM, van den Bosch JM, Windhorst AD, et al. Imaging of fibrogenesis in patients with idiopathic pulmonary fibrosis with cis-4-[(18)F]-Fluoro-L: -proline PET. Mol Imaging Biol. 2009;11:123–7.PubMed Lavalaye J, Grutters JC, van de Garde EM, van Buul MM, van den Bosch JM, Windhorst AD, et al. Imaging of fibrogenesis in patients with idiopathic pulmonary fibrosis with cis-4-[(18)F]-Fluoro-L: -proline PET. Mol Imaging Biol. 2009;11:123–7.PubMed
8.
go back to reference Win T, Screaton NJ, Porter JC, Endozo R, Kayani I, Dickson JC, Reubi JC, Ell PJ, Groves AM. Novel PET/CT imaging of diffuse parenchymal lung disease combining a labelled somatostatin receptor analogue and 18F-FDG. Molecular Imaging. 2011 (in press March 2011). Win T, Screaton NJ, Porter JC, Endozo R, Kayani I, Dickson JC, Reubi JC, Ell PJ, Groves AM. Novel PET/CT imaging of diffuse parenchymal lung disease combining a labelled somatostatin receptor analogue and 18F-FDG. Molecular Imaging. 2011 (in press March 2011).
9.
go back to reference Robinson PJ, Kreel L. Pulmonary tissue attenuation with computed tomography: comparison of inspiration and expiration scans. J Comput Assist Tomogr. 1979;3:740–8.PubMed Robinson PJ, Kreel L. Pulmonary tissue attenuation with computed tomography: comparison of inspiration and expiration scans. J Comput Assist Tomogr. 1979;3:740–8.PubMed
10.
go back to reference Verschakelen JA, Van Fraeyenhoven L, Laureys G, Demedts M, Baert AL. Differences in CT density between dependent and nondependent portions of the lung: influence of lung volume. AJR Am J Roentgenol. 1993;161:713–7.PubMed Verschakelen JA, Van Fraeyenhoven L, Laureys G, Demedts M, Baert AL. Differences in CT density between dependent and nondependent portions of the lung: influence of lung volume. AJR Am J Roentgenol. 1993;161:713–7.PubMed
11.
go back to reference Miyuachi T, Wahl RL. Regional 2-[18F]fluoro-2-deoxy-D-glucose uptake varies in normal lung. Eur J Nucl Med. 1996;23:517–23. Miyuachi T, Wahl RL. Regional 2-[18F]fluoro-2-deoxy-D-glucose uptake varies in normal lung. Eur J Nucl Med. 1996;23:517–23.
12.
go back to reference Hudson HM, Larkin RS. Accelerated image reconstruction using ordered subsets of projection data. IEEE Trans Med Imaging. 1994;13:601–9.PubMed Hudson HM, Larkin RS. Accelerated image reconstruction using ordered subsets of projection data. IEEE Trans Med Imaging. 1994;13:601–9.PubMed
13.
go back to reference American Thoracic Society. American Thoracic Society/European Respiratory Society international multidisciplinary consensus classification of the idiopathic interstitial pneumonias. Am J Respir Crit Care Med. 2002;165:277–304. American Thoracic Society. American Thoracic Society/European Respiratory Society international multidisciplinary consensus classification of the idiopathic interstitial pneumonias. Am J Respir Crit Care Med. 2002;165:277–304.
14.
go back to reference Goerres GW, Burger C, Kamel E, Seifert B, Kaim AH, Buck A, et al. Respiration-induced attenuation artifact at PET/CT: technical considerations. Radiology. 2003;226:906–10.PubMed Goerres GW, Burger C, Kamel E, Seifert B, Kaim AH, Buck A, et al. Respiration-induced attenuation artifact at PET/CT: technical considerations. Radiology. 2003;226:906–10.PubMed
15.
go back to reference McQuaid S, Hutton BF. Sources of attenuation-correction artefacts in cardiac PET/CT and SPECT/CT. Eur J Nucl Med Mol Imaging. 2008;35:1117–23.PubMed McQuaid S, Hutton BF. Sources of attenuation-correction artefacts in cardiac PET/CT and SPECT/CT. Eur J Nucl Med Mol Imaging. 2008;35:1117–23.PubMed
16.
go back to reference Beyer T, Antoch G, Blodgett T, Freudenberg LF, Akhurst T, Mueller S. Dual-modality PET/CT imaging: the effect of respiratory motion on combined image quality in clinical oncology. Eur J Nucl Med Mol Imaging. 2003;30:588–96.PubMed Beyer T, Antoch G, Blodgett T, Freudenberg LF, Akhurst T, Mueller S. Dual-modality PET/CT imaging: the effect of respiratory motion on combined image quality in clinical oncology. Eur J Nucl Med Mol Imaging. 2003;30:588–96.PubMed
17.
go back to reference Osman MM, Cohade C, Nakamoto Y, Wahl RL. Respiratory motion artifacts on PET emission images obtained using CT attenuation correction on PET-CT. Eur J Nucl Med Mol Imaging. 2003;30:603–6.PubMed Osman MM, Cohade C, Nakamoto Y, Wahl RL. Respiratory motion artifacts on PET emission images obtained using CT attenuation correction on PET-CT. Eur J Nucl Med Mol Imaging. 2003;30:603–6.PubMed
18.
go back to reference Lau YH, Braun M, Hutton BF. Non-rigid image registration using a median-filtered coarse-to-fine displacement field and a symmetric correlation ratio. Phys Med Biol. 2001;46:1297–319.PubMed Lau YH, Braun M, Hutton BF. Non-rigid image registration using a median-filtered coarse-to-fine displacement field and a symmetric correlation ratio. Phys Med Biol. 2001;46:1297–319.PubMed
19.
go back to reference Bovik A. The essential guide to image processing. 2nd ed. New York: Academic Press; 2009. Bovik A. The essential guide to image processing. 2nd ed. New York: Academic Press; 2009.
20.
go back to reference Flaherty KR, Toews GB, Travis WD, et al. Clinical significance of histological classification of idiopathic interstitial pneumonia. Eur Respir J. 2002;19:275–83.PubMed Flaherty KR, Toews GB, Travis WD, et al. Clinical significance of histological classification of idiopathic interstitial pneumonia. Eur Respir J. 2002;19:275–83.PubMed
21.
go back to reference Katzenstein AL, Myers JL. Idiopathic pulmonary fibrosis: clinical relevance of pathologic classification. Am J Respir Crit Care Med. 1998;157:1301–15.PubMed Katzenstein AL, Myers JL. Idiopathic pulmonary fibrosis: clinical relevance of pathologic classification. Am J Respir Crit Care Med. 1998;157:1301–15.PubMed
22.
go back to reference Sanchez-Crespo A, Andreo P, Larsson SA. Positron flight in human tissues and its influence on PET image spatial resolution. Eur J Nucl Med Mol Imaging. 2004;31:44–51.PubMed Sanchez-Crespo A, Andreo P, Larsson SA. Positron flight in human tissues and its influence on PET image spatial resolution. Eur J Nucl Med Mol Imaging. 2004;31:44–51.PubMed
23.
go back to reference Kemerink GJ, Visser MG, Franssen R, Beijer E, Zamburlini M, Halders SG, et al. Effect of the positron range of 18F, 68Ga and 124I on PET/CT in lung-equivalent materials. Eur J Nucl Med Mol Imaging. 2011;38:940–8.PubMed Kemerink GJ, Visser MG, Franssen R, Beijer E, Zamburlini M, Halders SG, et al. Effect of the positron range of 18F, 68Ga and 124I on PET/CT in lung-equivalent materials. Eur J Nucl Med Mol Imaging. 2011;38:940–8.PubMed
24.
go back to reference Lehnert W, Gregoire M-C, Reilhac A, Meikle SR. Analytical positron range modeling in heterogeneous media for PET Monte Carlo simulation. Phys Med Biol. 2011;56:3313–35.PubMed Lehnert W, Gregoire M-C, Reilhac A, Meikle SR. Analytical positron range modeling in heterogeneous media for PET Monte Carlo simulation. Phys Med Biol. 2011;56:3313–35.PubMed
25.
go back to reference Zavaletta VA, Bartholmai BJ, Robb RA. High resolution multidetector CT-aided tissue analysis and quantification of lung fibrosis. Acad Radiol. 2007;14:772–87.PubMed Zavaletta VA, Bartholmai BJ, Robb RA. High resolution multidetector CT-aided tissue analysis and quantification of lung fibrosis. Acad Radiol. 2007;14:772–87.PubMed
26.
go back to reference Rhodes CG, Wollmer P, Fazio F, Jones T. Quantitative measurement of regional extravascular lung density using positron emission and transmission tomography. J Comput Assist Tomogr. 1981;5:783–91.PubMed Rhodes CG, Wollmer P, Fazio F, Jones T. Quantitative measurement of regional extravascular lung density using positron emission and transmission tomography. J Comput Assist Tomogr. 1981;5:783–91.PubMed
27.
go back to reference Evitzky MG. Pulmonary pathophysiology: a clinical approach. 3rd ed (Kindle edition). New York: McGraw-Hill Medical; 2009. Evitzky MG. Pulmonary pathophysiology: a clinical approach. 3rd ed (Kindle edition). New York: McGraw-Hill Medical; 2009.
Metadata
Title
The importance of correction for tissue fraction effects in lung PET: preliminary findings
Authors
Tryphon Lambrou
Ashley M. Groves
Kjell Erlandsson
Nick Screaton
Raymondo Endozo
Thida Win
Joanna C Porter
Brian F. Hutton
Publication date
01-12-2011
Publisher
Springer-Verlag
Published in
European Journal of Nuclear Medicine and Molecular Imaging / Issue 12/2011
Print ISSN: 1619-7070
Electronic ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-011-1906-x

Other articles of this Issue 12/2011

European Journal of Nuclear Medicine and Molecular Imaging 12/2011 Go to the issue