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Published in: Journal of Nuclear Cardiology 4/2019

Open Access 01-08-2019 | Original Article

Assessment of attenuation correction for myocardial PET imaging using combined PET/MRI

Authors: Martin Lyngby Lassen, MSc, Sazan Rasul, MD, PhD, Dietrich Beitzke, MD, Marie-Elisabeth Stelzmüller, MD, Jacobo Cal-Gonzalez, PhD, Marcus Hacker, MD, Thomas Beyer, PhD

Published in: Journal of Nuclear Cardiology | Issue 4/2019

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Abstract

Objective

To evaluate the frequency of artifacts in MR-based attenuation correction (AC) maps and their impact on the quantitative accuracy of PET-based flow and metabolism measurements in a cohort of consecutive heart failure patients undergoing combined PET/MR imaging.

Methods

Myocardial viability studies were performed in 20 patients following a dual-tracer protocol involving the assessment of myocardial perfusion (13N-NH3: 813 ± 86 MBq) and metabolism (18F-FDG: 335 ± 38 MBq). All acquisitions were performed using a fully-integrated PET/MR system, with standard DIXON-attenuation correction (DIXON-AC) mapping for each PET scan. All AC maps were examined for spatial misalignment with the emission data, total lung volume, susceptibility artifacts, and tissue inversion (TI). Misalignment and susceptibility artifacts were corrected using rigid co-registration and retrospective filling of the susceptibility-induced gaps, respectively. The effects of the AC artifacts were evaluated by relative difference measures and perceived changes in clinical interpretations.

Results

Average respiratory misalignment of (7 ± 4) mm of the PET-emission data and the AC maps was observed in 18 (90%) patients. Substantial changes in the lung volumes of the AC maps were observed in the test–retest analysis (ratio: 1.0 ± 0.2, range: 0.8-1.4). Susceptibility artifacts were observed in 10 (50%) patients, while six (30%) patients had TI artifacts. Average differences of 14 ± 10% were observed for PET images reconstructed with the artifactual AC maps. The combined artifact effects caused false-positive findings in three (15%) patients.

Conclusion

Standard DIXON-AC maps must be examined carefully for artifacts and misalignment effects prior to AC correction of cardiac PET/MRI studies in order to avoid misinterpretation of biased perfusion and metabolism readings from the PET data.
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Literature
1.
go back to reference Di Carli MF, Lipton MJ. Cardiac PET and PET/CT Imaging. Berlin: Springer; 2007.CrossRef Di Carli MF, Lipton MJ. Cardiac PET and PET/CT Imaging. Berlin: Springer; 2007.CrossRef
4.
8.
go back to reference Schwaiger M, Muzik O. Assessment of myocardial perfusion by positron emission tomography. Am J Cardiol 1991;67:35D-43D.CrossRefPubMed Schwaiger M, Muzik O. Assessment of myocardial perfusion by positron emission tomography. Am J Cardiol 1991;67:35D-43D.CrossRefPubMed
9.
go back to reference Ostertag H, Kübler WK, Doll J, Lorenz WJ. Measured attenuation correction methods. Eur J Nucl Med 1989;15:722-6.CrossRefPubMed Ostertag H, Kübler WK, Doll J, Lorenz WJ. Measured attenuation correction methods. Eur J Nucl Med 1989;15:722-6.CrossRefPubMed
10.
go back to reference Beyer T, Kinahan PE, Townsend DW, Sashin D. The use of X-ray CT for attenuation correction of PET data. In: Nuclear Science Symposium and Medical Imaging Conference, 1994, IEEE Conference Record 1995; 4:1573-77. Beyer T, Kinahan PE, Townsend DW, Sashin D. The use of X-ray CT for attenuation correction of PET data. In: Nuclear Science Symposium and Medical Imaging Conference, 1994, IEEE Conference Record 1995; 4:1573-77.
11.
go back to reference Holm S, Toft P, Jensen M. Estimation of the noise contributions from blank, transmission and emission scans in PET. IEEE Trans Nucl Sci 1996;43:2285-91.CrossRef Holm S, Toft P, Jensen M. Estimation of the noise contributions from blank, transmission and emission scans in PET. IEEE Trans Nucl Sci 1996;43:2285-91.CrossRef
13.
go back to reference Martinez-Möller A, Souvatzoglou M, Delso G, et al. Tissue classification as a potential approach for attenuation correction in whole-body PET/MRI: Evaluation with PET/CT data. J Nucl Med 2009;50:520-6.CrossRefPubMed Martinez-Möller A, Souvatzoglou M, Delso G, et al. Tissue classification as a potential approach for attenuation correction in whole-body PET/MRI: Evaluation with PET/CT data. J Nucl Med 2009;50:520-6.CrossRefPubMed
14.
go back to reference Aznar MC, Sersar R, Saabye J, et al. Whole-body PET/MRI: The effect of bone attenuation during MR-based attenuation correction in oncology imaging. Eur J Radiol 2014;83:1177-83.CrossRefPubMed Aznar MC, Sersar R, Saabye J, et al. Whole-body PET/MRI: The effect of bone attenuation during MR-based attenuation correction in oncology imaging. Eur J Radiol 2014;83:1177-83.CrossRefPubMed
18.
go back to reference Lassen ML, Hacker M, Rausch I, Beyer T. Standard MR-based attenuation correction does not cause significant uptake errors in the myocardium. Eur J Nucl Med Mol Imaging 2014;41:S408. Lassen ML, Hacker M, Rausch I, Beyer T. Standard MR-based attenuation correction does not cause significant uptake errors in the myocardium. Eur J Nucl Med Mol Imaging 2014;41:S408.
20.
go back to reference Martinez-Möller A, Souvatzoglou M, Navab N, et al. Artifacts from misaligned CT in cardiac perfusion solutions. J Nucl Med 2007;48:188-94.PubMed Martinez-Möller A, Souvatzoglou M, Navab N, et al. Artifacts from misaligned CT in cardiac perfusion solutions. J Nucl Med 2007;48:188-94.PubMed
21.
go back to reference Pan T, Mawlawi O, Nehmeh SA, et al. Attenuation correction of PET images with respiration-averaged CT images in PET/CT. J Nucl Med 2005;46:1487. Pan T, Mawlawi O, Nehmeh SA, et al. Attenuation correction of PET images with respiration-averaged CT images in PET/CT. J Nucl Med 2005;46:1487.
24.
go back to reference Delso G, Fürst S, Jakoby B, et al. Performance measurements of the siemens mMR integrated whole-body PET/MR scanner. J Nucl Med 2011;52:1914-22.CrossRefPubMed Delso G, Fürst S, Jakoby B, et al. Performance measurements of the siemens mMR integrated whole-body PET/MR scanner. J Nucl Med 2011;52:1914-22.CrossRefPubMed
26.
go back to reference Ladefoged CN, Hansen AE, Keller SH, et al. Impact of incorrect tissue classification in Dixon-based MR-AC: Fat-water tissue inversion. EJNMMI Phys 2014;1:101.CrossRefPubMedPubMedCentral Ladefoged CN, Hansen AE, Keller SH, et al. Impact of incorrect tissue classification in Dixon-based MR-AC: Fat-water tissue inversion. EJNMMI Phys 2014;1:101.CrossRefPubMedPubMedCentral
27.
go back to reference Cerqueira MD, Weissman NJ, Dilsizian V, et al. Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart: A statement for healthcare professionals from the Cardiac Imaging Committee of the Council on Clinical Cardiology of the American Heart Association. J Nucl Cardiol 2002;9:240-5. https://doi.org/10.1067/mnc.2002.123122.CrossRefPubMed Cerqueira MD, Weissman NJ, Dilsizian V, et al. Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart: A statement for healthcare professionals from the Cardiac Imaging Committee of the Council on Clinical Cardiology of the American Heart Association. J Nucl Cardiol 2002;9:240-5. https://​doi.​org/​10.​1067/​mnc.​2002.​123122.CrossRefPubMed
28.
go back to reference Biehl KJ, Kong F-M, Dehdashti F, et al. 18F-FDG PET definition of gross tumor volume for radiotherapy of non-small cell lung cancer: Is a single standardized uptake value threshold approach appropriate? J Nucl Med 2006;47:1808-12.PubMed Biehl KJ, Kong F-M, Dehdashti F, et al. 18F-FDG PET definition of gross tumor volume for radiotherapy of non-small cell lung cancer: Is a single standardized uptake value threshold approach appropriate? J Nucl Med 2006;47:1808-12.PubMed
29.
go back to reference Boellaard R, Krak NC, Hoekstra OS, Lammertsma AA. Effects of noise, image resolution, and ROI definition on the accuracy of standard uptake values: A simulation study. J Nucl Med 2004;45:1519-27.PubMed Boellaard R, Krak NC, Hoekstra OS, Lammertsma AA. Effects of noise, image resolution, and ROI definition on the accuracy of standard uptake values: A simulation study. J Nucl Med 2004;45:1519-27.PubMed
30.
33.
go back to reference Pan T, Mawlawi O, Nehmeh SA, et al. Attenuation correction of PET images with respiration-averaged CT images in PET/CT. J Nucl Med 2005;46:1487. Pan T, Mawlawi O, Nehmeh SA, et al. Attenuation correction of PET images with respiration-averaged CT images in PET/CT. J Nucl Med 2005;46:1487.
Metadata
Title
Assessment of attenuation correction for myocardial PET imaging using combined PET/MRI
Authors
Martin Lyngby Lassen, MSc
Sazan Rasul, MD, PhD
Dietrich Beitzke, MD
Marie-Elisabeth Stelzmüller, MD
Jacobo Cal-Gonzalez, PhD
Marcus Hacker, MD
Thomas Beyer, PhD
Publication date
01-08-2019
Publisher
Springer International Publishing
Published in
Journal of Nuclear Cardiology / Issue 4/2019
Print ISSN: 1071-3581
Electronic ISSN: 1532-6551
DOI
https://doi.org/10.1007/s12350-017-1118-2

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