Skip to main content
Top
Published in: Journal of Cardiovascular Magnetic Resonance 1/2015

Open Access 01-12-2015 | Research

Quantification of myocardial perfusion with self-gated cardiovascular magnetic resonance

Authors: Devavrat Likhite, Ganesh Adluru, Nan Hu, Chris McGann, Edward DiBella

Published in: Journal of Cardiovascular Magnetic Resonance | Issue 1/2015

Login to get access

Abstract

Background

Current myocardial perfusion measurements make use of an ECG-gated pulse sequence to track the uptake and washout of a gadolinium-based contrast agent. The use of a gated acquisition is a problem in situations with a poor ECG signal. Recently, an ungated perfusion acquisition was proposed but it is not known how accurately quantitative perfusion estimates can be made from such datasets that are acquired without any triggering signal.

Methods

An undersampled saturation recovery radial turboFLASH pulse sequence was used in 7 subjects to acquire dynamic contrast-enhanced images during free-breathing. A single saturation pulse was followed by acquisition of 4–5 slices after a delay of ~40 msec. This was repeated without pause and without any type of gating. The same pulse sequence, with ECG-gating, was used to acquire gated data as a ground truth. An iterative spatio-temporal constrained reconstruction was used to reconstruct the undersampled images. After reconstruction, the ungated images were retrospectively binned (“self-gated”) into two cardiac phases using a region of interest based technique and deformably registered into near-systole and near-diastole. The gated and the self-gated datasets were then quantified with standard methods.

Results

Regional myocardial blood flow estimates (MBFs) obtained using self-gated systole (0.64 ± 0.26 ml/min/g), self-gated diastole (0.64 ± 0.26 ml/min/g), and ECG-gated scans (0.65 ± 0.28 ml/min/g) were similar. Based on the criteria for interchangeable methods listed in the statistical analysis section, the MBF values estimated from self-gated and gated methods were not significantly different.

Conclusion

The self-gated technique for quantification of regional myocardial perfusion matched ECG-gated perfusion measurements well in normal subjects at rest. Self-gated systolic perfusion values matched ECG-gated perfusion values better than did diastolic values.
Appendix
Available only for authorised users
Literature
1.
go back to reference Dimick RN, Hedlund LW, Herfkens RJ, Fram EK, Utz J. Optimizing electrocardiograph electrode placement for cardiac-gated magnetic resonance imaging. Investig Radiol. 1987;22:17–22.CrossRef Dimick RN, Hedlund LW, Herfkens RJ, Fram EK, Utz J. Optimizing electrocardiograph electrode placement for cardiac-gated magnetic resonance imaging. Investig Radiol. 1987;22:17–22.CrossRef
2.
go back to reference Shetty AN. Suppression of radiofrequency interference in cardiac gated MRI: a simple design. Magn Reson Med. 1988;8:84–8.CrossRefPubMed Shetty AN. Suppression of radiofrequency interference in cardiac gated MRI: a simple design. Magn Reson Med. 1988;8:84–8.CrossRefPubMed
3.
go back to reference Laudon MK, Webster JG, Frayne R, Grist TM. Minimizing interference from magnetic resonance imagers during electrocardiography. IEEE Trans Biomed Eng. 1998;45:160–4.CrossRefPubMed Laudon MK, Webster JG, Frayne R, Grist TM. Minimizing interference from magnetic resonance imagers during electrocardiography. IEEE Trans Biomed Eng. 1998;45:160–4.CrossRefPubMed
4.
go back to reference Rokey R, Wendt RE, Johnston DL. Monitoring of acutely ill patients during nuclear magnetic resonance imaging: use of a time-varying filter electrocardiographic gating device to reduce gradient artifacts. Magn Reson Med. 1988;6:240–5.CrossRefPubMed Rokey R, Wendt RE, Johnston DL. Monitoring of acutely ill patients during nuclear magnetic resonance imaging: use of a time-varying filter electrocardiographic gating device to reduce gradient artifacts. Magn Reson Med. 1988;6:240–5.CrossRefPubMed
6.
go back to reference Fischer SE, Wickline SA, Lorenz CH. Novel real-time R-wave detection algorithm based on the vectorcardiogram for accurate gated magnetic resonance acquisitions. Magn Reson Med. 1999;42:361–70.CrossRefPubMed Fischer SE, Wickline SA, Lorenz CH. Novel real-time R-wave detection algorithm based on the vectorcardiogram for accurate gated magnetic resonance acquisitions. Magn Reson Med. 1999;42:361–70.CrossRefPubMed
7.
go back to reference Ingle RR, Santos JM, Overall WR, McConnell MV, Hu BS, Nishimura DG. Self-gated fat-suppressed cardiac cine MRI. Magn Reson Med. 2014 doi:10.1002/mrm.25291. Ingle RR, Santos JM, Overall WR, McConnell MV, Hu BS, Nishimura DG. Self-gated fat-suppressed cardiac cine MRI. Magn Reson Med. 2014 doi:10.1002/mrm.25291.
8.
go back to reference Buehrer M, Curcic J, Boesiger P, Kozerke S. Prospective self-gating for simultaneous compensation of cardiac and respiratory motion. Magn Reson Med. 2008;60:683–90.CrossRefPubMed Buehrer M, Curcic J, Boesiger P, Kozerke S. Prospective self-gating for simultaneous compensation of cardiac and respiratory motion. Magn Reson Med. 2008;60:683–90.CrossRefPubMed
9.
go back to reference Liu J, Spincemaille P, Codella NC, Nguyen TD, Prince MR, Wang Y. Respiratory and cardiac self-gated free-breathing cardiac CINE imaging with multiecho 3D hybrid radial SSFP acquisition. Magn Reson Med. 2010;63:1230–7.CrossRefPubMedCentralPubMed Liu J, Spincemaille P, Codella NC, Nguyen TD, Prince MR, Wang Y. Respiratory and cardiac self-gated free-breathing cardiac CINE imaging with multiecho 3D hybrid radial SSFP acquisition. Magn Reson Med. 2010;63:1230–7.CrossRefPubMedCentralPubMed
10.
go back to reference Offerman EJ, Koktzoglou I, Glielmi C, Sen A, Edelman RR. Prospective self-gated nonenhanced magnetic resonance angiography of the peripheral arteries. Magn Reson Med. 2013;69:158–62.CrossRefPubMedCentralPubMed Offerman EJ, Koktzoglou I, Glielmi C, Sen A, Edelman RR. Prospective self-gated nonenhanced magnetic resonance angiography of the peripheral arteries. Magn Reson Med. 2013;69:158–62.CrossRefPubMedCentralPubMed
11.
go back to reference Jerosch-Herold M, Wilke N, Stillman AE. Magnetic resonance quantification of the myocardial perfusion reserve with a Fermi function model for constrained deconvolution. Med Phys. 1998;25:73–84.CrossRefPubMed Jerosch-Herold M, Wilke N, Stillman AE. Magnetic resonance quantification of the myocardial perfusion reserve with a Fermi function model for constrained deconvolution. Med Phys. 1998;25:73–84.CrossRefPubMed
12.
go back to reference Christian TF, Aletras AH, Arai AE. Estimation of absolute myocardial blood flow during first-pass MR perfusion imaging using a dual-bolus injection technique: comparison to single-bolus injection method. J Magn Reson Imaging. 2008;27:1271–7.CrossRefPubMed Christian TF, Aletras AH, Arai AE. Estimation of absolute myocardial blood flow during first-pass MR perfusion imaging using a dual-bolus injection technique: comparison to single-bolus injection method. J Magn Reson Imaging. 2008;27:1271–7.CrossRefPubMed
13.
go back to reference Fritz-Hansen T, Hove JD, Kofoed KF, Kelbaek H, Larsson HB. Quantification of MRI measured myocardial perfusion reserve in healthy humans: a comparison with positron emission tomography. J Magn Reson Imaging. 2008;27:818–24.CrossRefPubMed Fritz-Hansen T, Hove JD, Kofoed KF, Kelbaek H, Larsson HB. Quantification of MRI measured myocardial perfusion reserve in healthy humans: a comparison with positron emission tomography. J Magn Reson Imaging. 2008;27:818–24.CrossRefPubMed
14.
go back to reference Pack NA, DiBella EV. Comparison of myocardial perfusion estimates from dynamic contrast-enhanced magnetic resonance imaging with four quantitative analysis methods. Magn Reson Med. 2010;64:125–37.CrossRefPubMedCentralPubMed Pack NA, DiBella EV. Comparison of myocardial perfusion estimates from dynamic contrast-enhanced magnetic resonance imaging with four quantitative analysis methods. Magn Reson Med. 2010;64:125–37.CrossRefPubMedCentralPubMed
15.
go back to reference Harrison A, Adluru G, Damal K, Shaaban AM, Wilson B, Kim D, et al. Rapid ungated myocardial perfusion cardiovascular magnetic resonance: preliminary diagnostic accuracy. J Cardiovasc Magn Reson. 2013;15:26.CrossRefPubMedCentralPubMed Harrison A, Adluru G, Damal K, Shaaban AM, Wilson B, Kim D, et al. Rapid ungated myocardial perfusion cardiovascular magnetic resonance: preliminary diagnostic accuracy. J Cardiovasc Magn Reson. 2013;15:26.CrossRefPubMedCentralPubMed
16.
go back to reference DiBella EVR, Iyer SK, Adluru G, Martin B, Likhite D, McGann C, Harrison A. Comparison of Quantitative Myocardial Perfusion from Self-gated and Gated Acquisitions. In Proc Intl Soc Mag Reson Med. 2012:157. DiBella EVR, Iyer SK, Adluru G, Martin B, Likhite D, McGann C, Harrison A. Comparison of Quantitative Myocardial Perfusion from Self-gated and Gated Acquisitions. In Proc Intl Soc Mag Reson Med. 2012:157.
17.
go back to reference Likhite D, Adluru G. McGann C. DiBella EVR: Use of Deformable Registration for Quantification of Cardiac Perfusion in Patients with Arrhythmia. In Proc Intl Soc Mag Reson Med; 2013:318. Likhite D, Adluru G. McGann C. DiBella EVR: Use of Deformable Registration for Quantification of Cardiac Perfusion in Patients with Arrhythmia. In Proc Intl Soc Mag Reson Med; 2013:318.
18.
go back to reference Chen D, Sharif B, Dharmakumar R, Thomson LE, Bairey Merz CN, Berman DS et al. Quantification of myocardial blood flow using non-ECG-triggered MR imaging. Magn Reson Med. 2014 doi:10.1002/mrm.25451. Chen D, Sharif B, Dharmakumar R, Thomson LE, Bairey Merz CN, Berman DS et al. Quantification of myocardial blood flow using non-ECG-triggered MR imaging. Magn Reson Med. 2014 doi:10.1002/mrm.25451.
19.
go back to reference Ishida M, Schuster A, Morton G, Chiribiri A, Hussain S, Paul M, et al. Development of a universal dual-bolus injection scheme for the quantitative assessment of myocardial perfusion cardiovascular magnetic resonance. J Cardiovasc Magn Reson. 2011;13:28.CrossRefPubMedCentralPubMed Ishida M, Schuster A, Morton G, Chiribiri A, Hussain S, Paul M, et al. Development of a universal dual-bolus injection scheme for the quantitative assessment of myocardial perfusion cardiovascular magnetic resonance. J Cardiovasc Magn Reson. 2011;13:28.CrossRefPubMedCentralPubMed
20.
go back to reference Adluru G, McGann C, Speier P, Kholmovski EG, Shaaban A, Dibella EV. Acquisition and reconstruction of undersampled radial data for myocardial perfusion magnetic resonance imaging. J Magn Reson Imaging. 2009;29:466–73.CrossRefPubMedCentralPubMed Adluru G, McGann C, Speier P, Kholmovski EG, Shaaban A, Dibella EV. Acquisition and reconstruction of undersampled radial data for myocardial perfusion magnetic resonance imaging. J Magn Reson Imaging. 2009;29:466–73.CrossRefPubMedCentralPubMed
21.
go back to reference Lingala SG, DiBella E, Adluru G, McGann C, Jacob M. Accelerating free breathing myocardial perfusion MRI using multi coil radial k-t SLR. Phys Med Biol. 2013;58:7309–27.CrossRefPubMedCentralPubMed Lingala SG, DiBella E, Adluru G, McGann C, Jacob M. Accelerating free breathing myocardial perfusion MRI using multi coil radial k-t SLR. Phys Med Biol. 2013;58:7309–27.CrossRefPubMedCentralPubMed
22.
go back to reference Rudin LIOS, Fatemi E. Nonlinear total variation based noise removal algorithms. Physica D. 1992;60:259–68.CrossRef Rudin LIOS, Fatemi E. Nonlinear total variation based noise removal algorithms. Physica D. 1992;60:259–68.CrossRef
24.
go back to reference Crowe ME, Larson AC, Zhang Q, Carr J, White RD, Li D, et al. Automated rectilinear self-gated cardiac cine imaging. Magn Reson Med. 2004;52:782–8.CrossRefPubMed Crowe ME, Larson AC, Zhang Q, Carr J, White RD, Li D, et al. Automated rectilinear self-gated cardiac cine imaging. Magn Reson Med. 2004;52:782–8.CrossRefPubMed
25.
go back to reference Adluru G, Harrison A, McGann C, DiBella E. A model-based approach for deformable registration of ungated cardiac perfusion MRI. Abstract in Proc Intl Soc Mag Reson. 2012:1138 Adluru G, Harrison A, McGann C, DiBella E. A model-based approach for deformable registration of ungated cardiac perfusion MRI. Abstract in Proc Intl Soc Mag Reson. 2012:1138
26.
go back to reference Adluru G, DiBella EV, Schabel MC. Model-based registration for dynamic cardiac perfusion MRI. J Magn Reson Imaging. 2006;24:1062–70.CrossRefPubMed Adluru G, DiBella EV, Schabel MC. Model-based registration for dynamic cardiac perfusion MRI. J Magn Reson Imaging. 2006;24:1062–70.CrossRefPubMed
27.
go back to reference Avants BB, Epstein CL, Grossman M, Gee JC. Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Med Image Anal. 2008;12:26–41.CrossRefPubMedCentralPubMed Avants BB, Epstein CL, Grossman M, Gee JC. Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Med Image Anal. 2008;12:26–41.CrossRefPubMedCentralPubMed
28.
go back to reference Avants B. Advanced Normalization Tools (ANTS) Release 1.5. 2011. Avants B. Advanced Normalization Tools (ANTS) Release 1.5. 2011.
29.
go back to reference Donahue KM, Weisskoff RM, Burstein D. Water diffusion and exchange as they influence contrast enhancement. J Magn Reson Imaging. 1997;7:102–10.CrossRefPubMed Donahue KM, Weisskoff RM, Burstein D. Water diffusion and exchange as they influence contrast enhancement. J Magn Reson Imaging. 1997;7:102–10.CrossRefPubMed
30.
go back to reference Sharma P, Socolow J, Patel S, Pettigrew RI, Oshinski JN. Effect of Gd-DTPA-BMA on blood and myocardial T1 at 1.5T and 3T in humans. J Magn Reson Imaging. 2006;23:323–30.CrossRefPubMed Sharma P, Socolow J, Patel S, Pettigrew RI, Oshinski JN. Effect of Gd-DTPA-BMA on blood and myocardial T1 at 1.5T and 3T in humans. J Magn Reson Imaging. 2006;23:323–30.CrossRefPubMed
31.
go back to reference Kershaw LE, Cheng HL. A general dual-bolus approach for quantitative DCE-MRI. Magn Reson Imaging. 2011;29:160–6.CrossRefPubMed Kershaw LE, Cheng HL. A general dual-bolus approach for quantitative DCE-MRI. Magn Reson Imaging. 2011;29:160–6.CrossRefPubMed
32.
go back to reference Gatehouse PD, Elkington AG, Ablitt NA, Yang GZ, Pennell DJ, Firmin DN. Accurate assessment of the arterial input function during high-dose myocardial perfusion cardiovascular magnetic resonance. J Magn Reson Imaging. 2004;20:39–45.CrossRefPubMed Gatehouse PD, Elkington AG, Ablitt NA, Yang GZ, Pennell DJ, Firmin DN. Accurate assessment of the arterial input function during high-dose myocardial perfusion cardiovascular magnetic resonance. J Magn Reson Imaging. 2004;20:39–45.CrossRefPubMed
33.
go back to reference Tofts PS. Modeling tracer kinetics in dynamic Gd-DTPA MR imaging. J Magn Reson Imaging. 1997;7:91–101.CrossRefPubMed Tofts PS. Modeling tracer kinetics in dynamic Gd-DTPA MR imaging. J Magn Reson Imaging. 1997;7:91–101.CrossRefPubMed
34.
go back to reference Roy A. An application of linear mixed effects model to assess the agreement between two methods with replicated observations. J Biopharm Stat. 2009;19:150–73.CrossRefPubMed Roy A. An application of linear mixed effects model to assess the agreement between two methods with replicated observations. J Biopharm Stat. 2009;19:150–73.CrossRefPubMed
35.
go back to reference Bland JM, Altman DG. Agreement between methods of measurement with multiple observations per individual. J Biopharm Stat. 2007;17:571–82.CrossRefPubMed Bland JM, Altman DG. Agreement between methods of measurement with multiple observations per individual. J Biopharm Stat. 2007;17:571–82.CrossRefPubMed
36.
go back to reference Radjenovic A, Biglands JD, Larghat A, Ridgway JP, Ball SG, Greenwood JP, et al. Estimates of systolic and diastolic myocardial blood flow by dynamic contrast-enhanced MRI. Magn Reson Med. 2010;64:1696–703.CrossRefPubMed Radjenovic A, Biglands JD, Larghat A, Ridgway JP, Ball SG, Greenwood JP, et al. Estimates of systolic and diastolic myocardial blood flow by dynamic contrast-enhanced MRI. Magn Reson Med. 2010;64:1696–703.CrossRefPubMed
37.
go back to reference Motwani M, Fairbairn TA, Larghat A, Mather AN, Biglands JD, Radjenovic A, et al. Systolic versus diastolic acquisition in myocardial perfusion MR imaging. Radiology. 2012;262:816–23.CrossRefPubMed Motwani M, Fairbairn TA, Larghat A, Mather AN, Biglands JD, Radjenovic A, et al. Systolic versus diastolic acquisition in myocardial perfusion MR imaging. Radiology. 2012;262:816–23.CrossRefPubMed
38.
go back to reference Kellman P, Arai AE. Imaging sequences for first pass perfusion –a review. J Cardiovasc Magn Reson. 2007;9:525–37.CrossRefPubMed Kellman P, Arai AE. Imaging sequences for first pass perfusion –a review. J Cardiovasc Magn Reson. 2007;9:525–37.CrossRefPubMed
39.
go back to reference Ritter C, Brackertz A, Sandstede J, Beer M, Hahn D, Kostler H. Absolute quantification of myocardial perfusion under adenosine stress. Magn Reson Med. 2006;56:844–9.CrossRefPubMed Ritter C, Brackertz A, Sandstede J, Beer M, Hahn D, Kostler H. Absolute quantification of myocardial perfusion under adenosine stress. Magn Reson Med. 2006;56:844–9.CrossRefPubMed
40.
go back to reference Hsu LY, Rhoads KL, Holly JE, Kellman P, Aletras AH, Arai AE. Quantitative myocardial perfusion analysis with a dual-bolus contrast-enhanced first-pass MRI technique in humans. J Magn Reson Imaging. 2006;23:315–22.CrossRefPubMed Hsu LY, Rhoads KL, Holly JE, Kellman P, Aletras AH, Arai AE. Quantitative myocardial perfusion analysis with a dual-bolus contrast-enhanced first-pass MRI technique in humans. J Magn Reson Imaging. 2006;23:315–22.CrossRefPubMed
41.
go back to reference Hsu LY, Kellman P, Arai AE. Nonlinear myocardial signal intensity correction improves quantification of contrast-enhanced first-pass MR perfusion in humans. J Magn Reson Imaging. 2008;27:793–801.CrossRefPubMed Hsu LY, Kellman P, Arai AE. Nonlinear myocardial signal intensity correction improves quantification of contrast-enhanced first-pass MR perfusion in humans. J Magn Reson Imaging. 2008;27:793–801.CrossRefPubMed
42.
go back to reference Utz W, Greiser A, Niendorf T, Dietz R, Schulz-Menger J. Single- or dual-bolus approach for the assessment of myocardial perfusion reserve in quantitative MR perfusion imaging. Magn Reson Med. 2008;59:1373–7.CrossRefPubMed Utz W, Greiser A, Niendorf T, Dietz R, Schulz-Menger J. Single- or dual-bolus approach for the assessment of myocardial perfusion reserve in quantitative MR perfusion imaging. Magn Reson Med. 2008;59:1373–7.CrossRefPubMed
43.
go back to reference Jerosch-Herold M, Swingen C, Seethamraju RT. Myocardial blood flow quantification with MRI by model-independent deconvolution. Med Phys. 2002;29:886–97.CrossRefPubMed Jerosch-Herold M, Swingen C, Seethamraju RT. Myocardial blood flow quantification with MRI by model-independent deconvolution. Med Phys. 2002;29:886–97.CrossRefPubMed
44.
go back to reference Selvanayagam JB, Jerosch-Herold M, Porto I, Sheridan D, Cheng AS, Petersen SE, et al. Resting myocardial blood flow is impaired in hibernating myocardium: a magnetic resonance study of quantitative perfusion assessment. Circulation. 2005;112:3289–96.CrossRefPubMed Selvanayagam JB, Jerosch-Herold M, Porto I, Sheridan D, Cheng AS, Petersen SE, et al. Resting myocardial blood flow is impaired in hibernating myocardium: a magnetic resonance study of quantitative perfusion assessment. Circulation. 2005;112:3289–96.CrossRefPubMed
45.
go back to reference Wang L, Jerosch-Herold M, Jacobs Jr DR, Shahar E, Folsom AR. Coronary risk factors and myocardial perfusion in asymptomatic adults: the Multi-Ethnic Study of Atherosclerosis (MESA). J Am Coll Cardiol. 2006;47:565–72.CrossRefPubMed Wang L, Jerosch-Herold M, Jacobs Jr DR, Shahar E, Folsom AR. Coronary risk factors and myocardial perfusion in asymptomatic adults: the Multi-Ethnic Study of Atherosclerosis (MESA). J Am Coll Cardiol. 2006;47:565–72.CrossRefPubMed
46.
go back to reference Vallee JP, Sostman HD, MacFall JR, Wheeler T, Hedlund LW, Spritzer CE, et al. MRI quantitative myocardial perfusion with compartmental analysis: a rest and stress study. Magn Reson Med. 1997;38:981–9.CrossRefPubMed Vallee JP, Sostman HD, MacFall JR, Wheeler T, Hedlund LW, Spritzer CE, et al. MRI quantitative myocardial perfusion with compartmental analysis: a rest and stress study. Magn Reson Med. 1997;38:981–9.CrossRefPubMed
Metadata
Title
Quantification of myocardial perfusion with self-gated cardiovascular magnetic resonance
Authors
Devavrat Likhite
Ganesh Adluru
Nan Hu
Chris McGann
Edward DiBella
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Journal of Cardiovascular Magnetic Resonance / Issue 1/2015
Electronic ISSN: 1532-429X
DOI
https://doi.org/10.1186/s12968-015-0109-1

Other articles of this Issue 1/2015

Journal of Cardiovascular Magnetic Resonance 1/2015 Go to the issue