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Published in: EJNMMI Research 1/2017

Open Access 01-12-2017 | Original research

Quantitative analysis of dynamic 18F-FDG PET/CT for measurement of lung inflammation

Authors: Christopher Coello, Marie Fisk, Divya Mohan, Frederick J. Wilson, Andrew P. Brown, Michael I. Polkey, Ian Wilkinson, Ruth Tal-Singer, Philip S. Murphy, Joseph Cheriyan, Roger N. Gunn

Published in: EJNMMI Research | Issue 1/2017

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Abstract

Background

An inflammatory reaction in the airways and lung parenchyma, comprised mainly of neutrophils and alveolar macrophages, is present in some patients with chronic obstructive pulmonary disease (COPD). Thoracic fluorodeoxyglucose (18F-FDG) positron emission tomography (PET) has been proposed as a promising imaging biomarker to assess this inflammation. We sought to introduce a fully quantitative analysis method and compare this with previously published studies based on the Patlak approach using a dataset comprising 18F-FDG PET scans from COPD subjects with elevated circulating inflammatory markers (fibrinogen) and matched healthy volunteers (HV). Dynamic 18F-FDG PET scans were obtained for high-fibrinogen (>2.8 g/l) COPD subjects (N = 10) and never smoking HV (N = 10). Lungs were segmented using co-registered computed tomography images and subregions (upper, middle and lower) were semi-automatically defined. A quantitative analysis approach was developed, which corrects for the presence of air and blood in the lung (qABL method), enabling direct estimation of the metabolic rate of FDG in lung tissue. A normalised Patlak analysis approach was also performed to enable comparison with previously published results. Effect sizes (Hedge’s g) were used to compare HV and COPD groups.

Results

The qABL method detected no difference (Hedge’s g = 0.15 [−0.76 1.04]) in the tissue metabolic rate of FDG in the whole lung between HV (μ = 6.0 ± 1.9 × 10−3 ml cm−3 min−1) and COPD (μ = 5.7 ± 1.7 × 10−3 ml cm−3 min−1). However, analysis with the normalised Patlak approach detected a significant difference (Hedge’s g = −1.59 [−2.57 −0.48]) in whole lung between HV (μ = 2.9 ± 0.5 × 10−3 ml cm−3 min−1) and COPD (μ = 3.9 ± 0.7 × 10−3 ml cm−3 min−1). The normalised Patlak endpoint was shown to be a composite measure influenced by air volume, blood volume and actual uptake of 18F-FDG in lung tissue.

Conclusions

We have introduced a quantitative analysis method that provides a direct estimate of the metabolic rate of FDG in lung tissue. This work provides further understanding of the underlying origin of the 18F-FDG signal in the lung in disease groups and helps interpreting changes following standard or novel therapies.
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Literature
3.
5.
go back to reference Phelps ME, Huang SC, Hoffman E, Selin C, Sokoloff L, Kuhl DE. Tomographic measurement of local cerebral glucose metabolic rate in humans with validation of method. Ann Neurol. 1979;6(5):371–88.CrossRefPubMed Phelps ME, Huang SC, Hoffman E, Selin C, Sokoloff L, Kuhl DE. Tomographic measurement of local cerebral glucose metabolic rate in humans with validation of method. Ann Neurol. 1979;6(5):371–88.CrossRefPubMed
7.
go back to reference Chen DL, Azulay D-O, Atkinson JJ, et al. Reproducibility of positron emission tomography (PET)-measured [18F]fluorodeoxyglucose ([18F]FDG) uptake as a marker of lung inflammation in chronic obstructive pulmonary disease (COPD). In: Society AT, ed. American Thoracic Society International Conference Abstracts. Vol American Thoracic Society; 2011:A6449-A6449. doi:10.1164/ajrccm-conference.2011.183.1_MeetingAbstracts.A6449. Chen DL, Azulay D-O, Atkinson JJ, et al. Reproducibility of positron emission tomography (PET)-measured [18F]fluorodeoxyglucose ([18F]FDG) uptake as a marker of lung inflammation in chronic obstructive pulmonary disease (COPD). In: Society AT, ed. American Thoracic Society International Conference Abstracts. Vol American Thoracic Society; 2011:A6449-A6449. doi:10.​1164/​ajrccm-conference.​2011.​183.​1_​MeetingAbstracts​.​A6449.
8.
go back to reference Subramanian DR, Jenkins L, Edgar R, Quraishi N, Stockley R a, Parr DG. Assessment of pulmonary neutrophilic inflammation in emphysema by quantitative positron emission tomography. Am J Respir Crit Care Med. 2012;186(11):1125–32. doi:10.1164/rccm.201201-0051OC.CrossRefPubMed Subramanian DR, Jenkins L, Edgar R, Quraishi N, Stockley R a, Parr DG. Assessment of pulmonary neutrophilic inflammation in emphysema by quantitative positron emission tomography. Am J Respir Crit Care Med. 2012;186(11):1125–32. doi:10.​1164/​rccm.​201201-0051OC.CrossRefPubMed
9.
go back to reference Jones HA, Cadwallader KA, White JF, Uddin M, Peters AM, Chilvers ER. Dissociation between respiratory burst activity and deoxyglucose uptake in human neutrophil granulocytes: implications for interpretation of 18F-FDG PET images. J Nucl Med. 2002;43(5):652–7.PubMed Jones HA, Cadwallader KA, White JF, Uddin M, Peters AM, Chilvers ER. Dissociation between respiratory burst activity and deoxyglucose uptake in human neutrophil granulocytes: implications for interpretation of 18F-FDG PET images. J Nucl Med. 2002;43(5):652–7.PubMed
15.
go back to reference Miller BE, Tal-Singer R, Rennard SI, et al. Plasma fibrinogen qualification as a drug development tool in COPD: perspective of the COPD biomarker qualification consortium. Am J Respir Crit Care Med. 2016;193(6):607–13. doi:10.1164/rccm.201509-1722PP.CrossRefPubMed Miller BE, Tal-Singer R, Rennard SI, et al. Plasma fibrinogen qualification as a drug development tool in COPD: perspective of the COPD biomarker qualification consortium. Am J Respir Crit Care Med. 2016;193(6):607–13. doi:10.​1164/​rccm.​201509-1722PP.CrossRefPubMed
18.
go back to reference Fisk M, Mohan D, Cheriyan J, et al. Evaluation of losmapimod in patients with chronic obstructive pulmonary disease (COPD) with systemic inflammation stratified using fibrinogen (‘EVOLUTION’): RATIONALE and protocol. Artery Res. 2014;8(1):24–34. doi:10.1016/j.artres.2013.10.380.CrossRef Fisk M, Mohan D, Cheriyan J, et al. Evaluation of losmapimod in patients with chronic obstructive pulmonary disease (COPD) with systemic inflammation stratified using fibrinogen (‘EVOLUTION’): RATIONALE and protocol. Artery Res. 2014;8(1):24–34. doi:10.​1016/​j.​artres.​2013.​10.​380.CrossRef
19.
go back to reference Patlak CS, Blasberg RG, Fenstermacher JD. Graphical evaluation of blood-to-brain transfer constants from multiple-time uptake data. Generalizations. J Cereb Blood Flow Metab. 1983;3(4):584–90. doi:10.1038/jcbfm.1985.87. Patlak CS, Blasberg RG, Fenstermacher JD. Graphical evaluation of blood-to-brain transfer constants from multiple-time uptake data. Generalizations. J Cereb Blood Flow Metab. 1983;3(4):584–90. doi:10.​1038/​jcbfm.​1985.​87.
23.
go back to reference Schroeder T, Melo MFV, Musch G, Harris RS, Venegas JG, Winkler T. Modeling pulmonary kinetics of 2-deoxy-2-[18F]fluoro-D-glucose during acute lung injury. Acad. 2008;15(6):763–75. doi:10.1016/j.acra.2007.12.016. Schroeder T, Melo MFV, Musch G, Harris RS, Venegas JG, Winkler T. Modeling pulmonary kinetics of 2-deoxy-2-[18F]fluoro-D-glucose during acute lung injury. Acad. 2008;15(6):763–75. doi:10.​1016/​j.​acra.​2007.​12.​016.
24.
25.
go back to reference Cuplov V, Holman B, Hutton B, Groves A, Thielemans K. Issues in quantification of registered respiratory gated PET/CT in the lung. J Nucl Med. 2015;56(supplement 3):537. Cuplov V, Holman B, Hutton B, Groves A, Thielemans K. Issues in quantification of registered respiratory gated PET/CT in the lung. J Nucl Med. 2015;56(supplement 3):537.
26.
go back to reference Holman B, Cuplov V, Millner L, Hutton B, Groves A, Thielemans K. Failure to account for density variation during respiration can significantly affect PET quantitation in the lung. J Nucl Med. 2015;56(supplement 3):1770. Holman B, Cuplov V, Millner L, Hutton B, Groves A, Thielemans K. Failure to account for density variation during respiration can significantly affect PET quantitation in the lung. J Nucl Med. 2015;56(supplement 3):1770.
Metadata
Title
Quantitative analysis of dynamic 18F-FDG PET/CT for measurement of lung inflammation
Authors
Christopher Coello
Marie Fisk
Divya Mohan
Frederick J. Wilson
Andrew P. Brown
Michael I. Polkey
Ian Wilkinson
Ruth Tal-Singer
Philip S. Murphy
Joseph Cheriyan
Roger N. Gunn
Publication date
01-12-2017
Publisher
Springer Berlin Heidelberg
Published in
EJNMMI Research / Issue 1/2017
Electronic ISSN: 2191-219X
DOI
https://doi.org/10.1186/s13550-017-0291-2

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