Abstract
Background
Respiratory motion can deteriorate image fidelity in cardiac perfusion SPECT. We determined the extent of respiratory motion, assessed its impact on image fidelity, and investigated the existence of gender differences, thereby examining the influence of respiratory motion in a large population of patients.
Methods
One thousand one hundred and three SPECT/CT patients underwent visual tracking of markers on their anterior surface during stress acquisition to track respiratory motion. The extent of motion was estimated by registration. Visual indicators of changes in cardiac slices with motion correction, and the correlation between the extent of motion with changes in segmental-counts were assessed.
Results
Respiratory motion in the head-to-feet direction was the largest component of motion, varying between 1.1 and 37.4 mm, and was statistically significantly higher (p = 0.002) for males than females. In 33.0% of the patients, motion estimates were larger than 10 mm. Patients progressively show more distinct visual changes with an increase in the extent of motion. The increase in segmental-count differences in the anterior, antero-lateral, and inferior segments correlated with the extent of motion.
Conclusions
Respiratory motion correction diminished the artefactual reduction in anterior and inferior wall counts associated with respiratory motion. The extent of improvement was strongly related to the magnitude of motion.
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Abbreviations
- SPECT:
-
Single photon emission computed tomography
- CT:
-
Computed tomography
- OSEM:
-
Ordered subset expectation maximization
- MLEM:
-
Maximum likelihood expectation maximization
- SSD:
-
Sum-squared-difference
- BMI:
-
Body mass index
- SEE:
-
Standard error of the estimate
- VOI:
-
Volume of interest
- 6-DOF:
-
6 degrees of freedom
- TEW:
-
Triple energy window
References
Pretorius PH, King MA. A study of possible causes of artifactual decreases in the left ventricular apex with SPECT cardiac perfusion imaging. IEEE Trans Nucl Sci 1999;46:1016-23.
Tsui BMW, Segars WP, Lalush DS. Effects of upward creep and respiratory motion in myocardial SPECT. IEEE Trans Nucl Sci 2000;47:1192-5.
Yang Y-WCJ-C, He X, Wang S-J, Tsui BMW. Evaluation of respiratory motion effect of defect detection in myocardial perfusion SPECT: A simulation study. IEEE Trans Nucl Sci 2009;56:671-6.
Pitman AG, Kalff V, Van Every B, Risa B, Barnden LR, Kelly MJ. Effect of mechanically simulated diaphragmatic respiratory motion on myocardial SPECT processed with and without attenuation correction. J Nucl Med 2002;43:1259-67.
Kovalski G, Israel O, Keidar Z, Frenkel A, Sachs J, Azhari H. Correction of heart motion due to respiration in clinical myocardial perfusion SPECT scans using respiratory gating. J Nucl Med 2007;48:630-6.
Ko CL, Wu YW, Cheng MF, Yen RF, Wu WC, Tzen KY. Data-driven respiratory motion tracking and compensation in CZT cameras: A comprehensive analysis of phantom and human images. J Nucl Cardiol 2015;22:308-18.
Cho K, Kumiata S, Okada S, Kumazaki T. Development of respiratory gated myocardial SPECT system. J Nucl Cardiol 1999;6:20-8.
Dey J, Segars WP, Pretorius PH, Walvick RP, Bruyant PP, Dahlberg S, et al. Estimation and correction of cardiac respiratory motion in SPECT in the presence of limited-angle effects due to irregular respiration. Med Phys 2010;37:6453-65.
Buechel RRHL, Pazhenkottil AP, Nkoulou R, Herzog BA, Vurger IA, Ghadri JR, Wolfrum M, Kaufman PA. Myocardial perfusion imaging with real-time respiratory triggering: impact of inspiration breath hold on left ventricular function parameters. J Nucl Cardiol 2010;17:848-52.
Bruyant PP, King MA, Pretorius PH. Correction of the respiratory motion of the heart by tracking of the center of mass of thresholded projections: A simulation study using the dynamic MCAT phantom. IEEE Trans Nucl Sci 2002;49:2159-66.
Mukherjee JM, McNamara JE, Johnson KL, Dey J, King MA. Estimation of rigid-body and respiratory motion of the heart from marker-tracking data for SPECT motion correction. IEEE Trans Nucl Sci 2009;56:147-55.
McNamara JE, Pretorius PH, Johnson K, Mukherjee JM, Dey J, Gennert MA, et al. A flexible multicamera visual-tracking system for detecting and correcting motion-induced artifacts in cardiac SPECT slices. Med Phys 2009;36:1913-23.
O’Connor JM, Pretorius PH, Johnson K, King MA. A method to synchronize signals from multiple patient monitoring devices through a single input channel for inclusion in list-mode acquisitions. Med Phys 2013;40:122502.
Feng B, Gifford HC, Beach RD, Boening G, Gennert MA, King MA. Use of three-dimensional Gaussian interpolation in the projector/backprojector pair of iterative reconstruction for compensation of known rigid-body motion in SPECT. IEEE Trans Med Imaging 2006;25:838-44.
Narayanan MV, King MA, Pretorius PH, Dahlberg ST, Spencer F, Simon E, et al. Human-observer receiver-operating-characteristic evaluation of attenuation, scatter, and resolution compensation strategies for Tc-99m myocardial perfusion imaging. J Nucl Med 2003;44:1725-34.
Ichihara T, Ogawa K, Motomura N, Kubo A, Hashimoto S. Compton scatter compensation using the triple-energy window method for single-isotope and dual-isotope SPECT. J Nucl Med 1993;34:2216-21.
Pretorius PH, Johnson KL, King MA. Evaluation of rigid-body motion compensation in cardiac perfusion SPECT employing polar-map quantification. IEEE Trans Nucl Sci 2016;63:1419-25.
Holly TA, Abbott BG, Al-Mallah M, Calnon DA, Cohen MC, DiFilippo FP, et al. Single photon-emission computed tomography. J Nucl Cardiol 2010;17:941-73.
McLeish K, Hill DLG, Atkinson D, Blackall JM, Razavi R. A study of the motion and deformation of the heart due to respiration. IEEE Trans Med Imaging 2002;21:1142-50.
Dey J, Pan TS, Choi DJ, Robotis D, Smyczynski MS, Pretorius PH, et al. Estimation of cardiac respiratory-motion by semi-automatic segmentation and registration of non-contrast-enhanced 4D-CT cardiac datasets. IEEE Trans Nuclear Sci 2009;56:3662-71.
Segars WP, Mok SP, Tsui BM. Investigation of respiratory gating in quantitative myocardial SPECT. IEEE Trans Nucl Sci 2009;56:91-6.
Arasaratnam P, Al-Zahrani A, Glenn Wells R, Beanlands RS, deKemp RA. Respiratory motion resulting in a pseudo-ischemia pattern on stress PET-CT imaging. J Nucl Cardiol 2016;23:159-60.
DePuey EG. How to detect and avoid myocardial perfusion SPECT artifacts. J Nucl Med 1994;35:699-702.
Corbett JRFEP. Clinical review of attenuation-corrected cardiac SPECT. J Nucl Cardiol 1999;6:54-68.
Burrell SMA. Artifacts and pitfalls in myocardial perfusion imaging. J Nucl Med Tech 2006;34:193-211.
Acknowledgments
This study was supported by the National Institute of Biomedical Imaging and Bioengineering (NIBIB) under Grant No R01 EB001457, the National Heart, Lung, and Blood Institute under Grant No R01 HL122484, and Philips Healthcare. The contents are solely the responsibility of the authors and do not necessarily represent the official views of the National Institutes of Health or Philips Healthcare. The authors would also like to acknowledge the assistance of the technologists within the Division of Nuclear medicine at UMass Memorial Medical Center who assisted in the recruitment and imaging of the patient volunteers.
Disclosure
All the authors were supported in part by the National Institute of Biomedical Imaging and Bioengineering (NIBIB) under Grant No R01 EB001457, and the National Heart, Lung, and Blood Institute under Grant No R01 HL122484. Philips Health Care assist by providing information regarding the list mode rebinning routine used herein.
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Pretorius, P.H., Johnson, K.L., Dahlberg, S.T. et al. Investigation of the physical effects of respiratory motion compensation in a large population of patients undergoing Tc-99m cardiac perfusion SPECT/CT stress imaging. J. Nucl. Cardiol. 27, 80–95 (2020). https://doi.org/10.1007/s12350-017-0890-3
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DOI: https://doi.org/10.1007/s12350-017-0890-3