Accelerated late gadolinium enhancement cardiac MR imaging with isotropic spatial resolution using compressed sensing: Initial experience

Radiology

Volumn 264, Issue 3, 2012, Pages 691-699

  Akçakaya, Mehmet ^a   Rayatzadeh, Hussein ^a   Basha, Tamer A ^a   Hong, Susie N ^a   Chan, Raymond H ^a   Kissinger, Kraig V ^a   Hauser, Thomas H ^a   Josephson, Mark E ^a   Manning, Warren J ^a   Nezafat, Reza ^a  

^a HARVARD MEDICAL SCHOOL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GADOBENATE DIMEGLUMINE; GADOLINIUM; GADOLINIUM PENTETATE;

ADULT; ARTICLE; CARDIOVASCULAR MAGNETIC RESONANCE; CLINICAL ARTICLE; CONTRAST ENHANCEMENT; FEMALE; HEART ATRIUM FIBRILLATION; HEART INFARCTION; HEART LEFT ATRIUM; HEART LEFT ATRIUM SCAR; HEART LEFT VENTRICLE; HEART LEFT VENTRICLE SCAR; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; IMAGE RECONSTRUCTION; ISOTROPIC SPATIAL RESOLUTION; LATE GADOLINIUM ENHANCEMENT; LOW DIMENSIONAL STRUCTURE SELF LEARNING AND THRESHOLDING; MALE; PRIORITY JOURNAL; PULMONARY VEIN; PULMONARY VEIN ISOLATION; PULMONARY VEIN SCAR; SCAR;

CARDIAC-GATED IMAGING TECHNIQUES; CONTRAST MEDIA; FEMALE; GADOLINIUM DTPA; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; MYOCARDIAL INFARCTION; PROSPECTIVE STUDIES; STATISTICS, NONPARAMETRIC;

EID: 84865420892     PISSN: 00338419     EISSN: 15271315     Source Type: Journal    
DOI: 10.1148/radiol.12112489     Document Type: Article

References (31)

1. Kim RJ, Fieno DS, Parrish TB, et al. Relationship of MRI delayed contrast enhancement to irreversible injury, infarct age, and contractile function. Circulation 1999;100(19):1992-2002.
2. Kim RJ, Wu E, Rafael A, et al. The use of contrast-enhanced magnetic resonance imaging to identify reversible myocardial dysfunction. N Engl J Med 2000;343(20):1445-1453.
3. Schmidt A, Azevedo CF, Cheng A, et al. Infarct tissue heterogeneity by magnetic resonance imaging identifies enhanced cardiac arrhythmia susceptibility in patients with left ventricular dysfunction. Circulation 2007;115(15):2006- 2014.
4. Yan AT, Shayne AJ, Brown KA, et al. Characterization of the peri-infarct zone by contrast-enhanced cardiac magnetic resonance imaging is a powerful predictor of postmyocardial infarction mortality. Circulation 2006;114(1):32-39.
5. Roes SD, Borleffs CJ, van der Geest RJ, et al. Infarct tissue heterogeneity assessed with contrast-enhanced MRI predicts spontaneous ventricular arrhythmia in patients with ischemic cardiomyopathy and implantable cardioverter-defibrillator. Circ Cardiovasc Imaging 2009;2(3):183-190.
6. Bello D, Fieno DS, Kim RJ, et al. Infarct morphology identifies patients with substrate for sustained ventricular tachycardia. J Am Coll Cardiol 2005;45(7):1104-1108.
7. Ordovas KG, Higgins CB. Delayed contrast enhancement on MR images of myocardium: past, present, future. Radiology 2011;261(2):358-374.
8. Klem I, Shah DJ, White RD, et al. Prognostic value of routine cardiac magnetic resonance assessment of left ventricular ejection fraction and myocardial damage: an international, multicenter study. Circ Cardiovasc Imaging 2011;4(6):610-619.
9. Halperin HR, Nazarian S. Magnetic resonance identification of the ventricular tachycardia critical isthmus: finding the needle in the haystack. J Am Coll Cardiol 2011;57(2):195-197.
10. Perez-David E, Arenal A, Rubio-Guivernau JL, et al. Noninvasive identification of ventricular tachycardia-related conducting channels using contrast-enhanced magnetic resonance imaging in patients with chronic myocardial infarction: comparisonof signal intensity scar mapping and endocardial voltage mapping. J Am Coll Cardiol 2011;57(2):184-194.
11. Estner HL, Zviman MM, Herzka D, et al. The critical isthmus sites of ischemic ventricular tachycardia are in zones of tissue heterogeneity, visualized by magnetic resonance imaging. Heart Rhythm 2011;8(12):1942-1949.
12. Schelbert EB, Hsu LY, Anderson SA, et al. Late gadolinium-enhancement cardiac magnetic resonance identifies postinfarction myocardial fibrosis and the border zone at the near cellular level in ex vivo rat heart. Circ Cardiovasc Imaging 2010;3(6):743-752.
13. Peters DC, Wylie JV, Hauser TH, et al. Detection of pulmonary vein and left atrial scar after catheter ablation with three-dimensional navigator-gated delayed enhancement MR imaging: initial experience. Radiology 2007;243(3):690-695.
14. McGann CJ, Kholmovski EG, Oakes RS, et al. New magnetic resonance imaging-based method for defining the extent of left atrial wall injury after the ablation of atrial fibrillation. J Am Coll Cardiol 2008;52(15):1263-1271.
15. Oakes RS, Badger TJ, Kholmovski EG, et al. Detection and quantification of left atrial structural remodeling with delayed-enhancement magnetic resonance imaging in patients with atrial fibrillation. Circulation 2009;119(13):1758- 1767.
16. Peters DC, Wylie JV, Hauser TH, et al. Recurrence of atrial fibrillation correlates with the extent of post-procedural late gadolinium enhancement: a pilot study. JACC Cardiovasc Imaging 2009;2(3):308-316.
17. Daccarett M, Badger TJ, Akoum N, et al. Association of left atrial fibrosis detected by delayed-enhancement magnetic resonance imaging and the risk of stroke in patients with atrial fibrillation. J Am Coll Cardiol 2011;57(7):831-838.
18. Lustig M, Donoho DL, Pauly JM. Sparse MRI: the application of compressed sensing for rapid MR imaging. Magn Reson Med 2007;58(6):1182-1195.
19. Vasanawala SS, Alley MT, Hargreaves BA, Barth RA, Pauly JM, Lustig M. Improved pediatric MR imaging with compressed sensing. Radiology 2010;256(2):607-616.
20. Akçakaya M, Basha TA, Goddu B, et al. Low-dimensional-structure self-learning and thresholding: regularization beyond compressed sensing for MRI reconstruction. Magn Reson Med 2011;66(3):756-767.
21. Akçakaya M, Basha TA, Chan RH, et al. Accelerated contrast-enhanced whole-heart coronary MRI using low-dimensional-structure self-learning and thresholding. Magn Reson Med 2012;67(5):1434-1443.
22. Wang Y, Riederer SJ, Ehman RL. Respiratory motion of the heart: kinematics and the implications for the spatial resolution in coronary imaging. Magn Reson Med 1995;33(5):713-719.
23. Danias PG, Stuber M, Botnar RM, Kissinger KV, Edelman RR, Manning WJ. Relationship between motion of coronary arteries and diaphragm during free breathing: lessons from real-time MR imaging. AJR Am J Roentgenol 1999;172(4):1061-1065.
24. Kellman P, Arai AE, McVeigh ER, Aletras AH. Phase-sensitive inversion recovery for detecting myocardial infarction using gadolinium- delayed hyperenhancement. Magn Reson Med 2002;47(2):372-383.
25. Schmidt M, Nölker G, Marschang H, et al. Incidence of oesophageal wall injury post-pulmonary vein antrum isolation for treatment of patients with atrial fibrillation. Europace 2008;10(2):205-209.
26. Meng J, Peters DC, Hsing JM, et al. Late gadolinium enhancement of the esophagus is common on cardiac MR several months after pulmonary vein isolation: preliminary observations. Pacing Clin Electrophysiol 2010;33(6):661-666.
27. Tung P, Hong SN, Chan RH, et al. Abnormalities of the aorta are common following pulmonary vein isolation: a cardiac magnetic resonance imaging study. Circulation 2011;124(Suppl):A16972.
28. Sodickson DK, Manning WJ. Simultaneous acquisition of spatial harmonics (SMASH): fast imaging with radiofrequency coil arrays. Magn Reson Med 1997;38(4):591-603.
29. Pruessmann KP, Weiger M, Scheidegger MB, Boesiger P. SENSE: sensitivity encoding for fast MRI. Magn Reson Med 1999;42(5):952-962.
30. Griswold MA, Jakob PM, Heidemann RM, et al. Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn Reson Med 2002;47(6):1202-1210.
31. Pruessmann KP, Weiger M, Börnert P, Boesiger P. Advances in sensitivity encoding with arbitrary k-space trajectories. Magn Reson Med 2001;46(4):638-651.