T1 mapping in the rat myocardium at 7 tesla using a modified CINE inversion recovery sequence
Corresponding Author
Henk Smit MSc
Departments of Medical Informatics and Radiology, Erasmus MC, Rotterdam, The Netherlands
Address reprint requests to: H.S., P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands. E-mail: [email protected]Search for more papers by this authorRuben Pellicer Guridi MSc
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorJamal Guenoun MD
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorDirk H. J. Poot PhD
Departments of Medical Informatics and Radiology, Erasmus MC, Rotterdam, The Netherlands
Search for more papers by this authorGabriela N. Doeswijk BSc
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorMatteo Milanesi PhD
Agilent Technologies Inc, Yarnton, Oxford, United Kingdom
Search for more papers by this authorMonique R. Bernsen PhD
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Department of Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorGabriel P. Krestin PhD
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorStefan Klein PhD
Departments of Medical Informatics and Radiology, Erasmus MC, Rotterdam, The Netherlands
Search for more papers by this authorGyula Kotek PhD
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorCorresponding Author
Henk Smit MSc
Departments of Medical Informatics and Radiology, Erasmus MC, Rotterdam, The Netherlands
Address reprint requests to: H.S., P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands. E-mail: [email protected]Search for more papers by this authorRuben Pellicer Guridi MSc
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorJamal Guenoun MD
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorDirk H. J. Poot PhD
Departments of Medical Informatics and Radiology, Erasmus MC, Rotterdam, The Netherlands
Search for more papers by this authorGabriela N. Doeswijk BSc
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorMatteo Milanesi PhD
Agilent Technologies Inc, Yarnton, Oxford, United Kingdom
Search for more papers by this authorMonique R. Bernsen PhD
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Department of Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorGabriel P. Krestin PhD
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorStefan Klein PhD
Departments of Medical Informatics and Radiology, Erasmus MC, Rotterdam, The Netherlands
Search for more papers by this authorGyula Kotek PhD
Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
Search for more papers by this authorAbstract
Purpose
To evaluate the reproducibility and sensitivity of the modified CINE inversion recovery (mCINE-IR) acquisition on rats for measuring the myocardial T1 at 7 Tesla.
Materials and Methods
The recently published mCINE-IR acquisition on humans was applied on rats for the first time, enabling the possibility of translational studies with an identical sequence. Simulations were used to study signal evolution and heart rate dependency. Gadolinium phantoms, a heart specimen and a healthy rat were used to study reproducibility. Two cryo-infarcted rats were scanned to measure late gadolinium enhancement (LGE).
Results
In the phantom reproducibility studies the T1 measurements had a maximum coefficient of variation (COV) of 1.3%. For the in vivo reproducibility the COV was below 5% in the anterior cardiac segments. In simulations with phantoms and specimens, a heart rate dependency of approximately 0.5 ms/bpm was present. The T1 maps of the cryo-infarcted rats showed a clear lowering of T1 in de LGE region.
Conclusion
The results show that mCINE-IR is highly reproducible and that the sensitivity allows detecting T1 changes in the rat myocardium. J. Magn. Reson. Imaging 2014;39:901–910. © 2013 Wiley Periodicals, Inc.
REFERENCES
- 1Ashton E. Quantitative MR in multi-center clinical trials. J Magn Reson Imaging 2010; 31: 279–288.
- 2Milanesi M, Barison A, Positano V, et al. Modified cine inversion recovery pulse sequence for the quantification of myocardial T1 and gadolinium partition coefficient 2012, J Magn Reson Imaging 2013; 37: 109–118.
- 3Iles L, Pfluger H, Phrommintikul A, et al. Evaluation of diffuse myocardial fibrosis in heart failure with cardiac magnetic resonance contrast-enhanced T1 mapping. J Am Coll Cardiol 2008; 52: 1574–1580.
- 4Goldfarb JW, Arnorl S, Marguerite R. Gadolinium Pharmacokinetics of chronic myocardium infarcts: implications for late gadolinium-enhanced infarct imaging. J Magn Reson Imaging 2009; 30: 763–770.
- 5Edelman RR. Contrast-enhanced MR imaging of the heart: overview of the literature. Radiology 2004; 232: 653–668.
- 6Kim RJ, Fieno DS, Parrish TB, et al. Relationship of MRI delayed contrast enhancement to irreversible injury, infarct age, and contractile function. Circulation 1999; 100: 1992–2002.
- 7Klem RJ, Judd RM, Elliott M, et al. Improved detection of coronary artery disease by stress perfusion cardiovascular magnetic resonance with the use of delayed enhancement infarction imaging. J Am Coll Cardiol 2006; 47: 1630–1638.
- 8Ingkanisorn WP, Rhoads KL, Aletras AH, Kellman P, Arai AE. Gadolinium delayed enhancement cardiovascular magnetic resonance correlates with clinical measures of myocardial infarction. J Am Coll Cardiol 2004; 43: 2253–2259.
- 9Sparrow PS, Messroghli DR, Reid S, Ridgway JP, Bainbridge G, Sivananthan MU. Myocardial TI mapping for detection of left ventricular myocardial fibrosis in chronic aortic regurgitation: pilot study. Am J Radiol 2006; 187: W630–W635.
- 10Messroghli DR, Walters K, Plein S, et al. Myocardial T1 mapping: application to patients with acute and chronic myocardial infarction. Magn Reson Med 2007; 58: 34–40.
- 11Piechnik SK, Ferreira VM, Dall'Armellina R. Shortened Modified Look-Locker Inversion recovery (ShMOLLI) for clinical myocardial T1-mapping at 1.5 and 3 T within 9 heartbeat breath-hold. J Cardiovasc Magn Reson 2010; 12: 69–80.
- 12Broberg CS, Chugh SS, Conklin C, Sahn DJ, Jerosch-Herold M. Quantification of diffuse myocardial fibrosis and its association with myocardial dysfunction in congenital heart disease. Circulation 2010; 3: 727–734.
- 13Protti A, Sirker A, Shah A, Botnar R. Late gadolinium enhancement of acute myocardial infarction in mice at 7T: cine-flash versus inversion recovery. J Magn Reson Imaging 2010; 32: 878–886.
- 14Liu W, Frank J. Detection and quantification of magnetically labeled cells by cellular MRI. Eur J Radiol 2009; 70: 258–264.
- 15Daldrup-Link HE, Rudelius M, Metz S, et al. Cell tracking with gadophrin-2: a bifunctional contrast agent for MR imaging, optical imaging, and fluorescence microscopy. Eur J Nucl Med 2004; 31: 1312–1321.
- 16Messroghli DR, Radjenovic A, Kozerke S. Modified Look-Locker Inversion recovery (MOLLI) for high-resolution T1 mapping of the heart. Magn Reson Med 2004; 52: 141–146.
- 17Kawel N, Nacif M, Zavodni A, et al. T1 mapping of the myocardium: intra-individual assessment of the effect of field strength, cardiac cycle and variation by myocardial region. J Cardiovasc Magn Reson 2012; 1: 27.
- 18Waghorn B, Edwards T, Yang Y, et al. Monitoring dynamic alterations in calcium homeostasis by T1-weighted and T1-mapping cardiac manganese-enhanced MRI in a murine myocardial infarction model. NMR Biomed 2008; 21: 1102–1111.
- 19Messroghli DR, Nordmeyer S, Buehrer M, et al. Small Animal Look-Locker Inversion Recovery (SALLI) for simultaneous generation of cardiac T1 maps and cine and inversion recovery-prepared images at high heart rates: initial experience. Radiology 2011; 261: 258–265.
- 20Li W, Griswold M, Yu X. Rapid T1 mapping of mouse myocardium with saturation recovery look-locker method. Magn Reson Med 2010; 64: 1296–1303.
- 21Messroghli DR, Plein S, Higgins DM, et al. Human myocardium: single-breath-hold MR T1 mapping with high spatial resolution—reproducibility study. Radiology 2006; 238: 1004–1012.
- 22Slavin GS, Song T, Stainsby JA. The effect of heart rate in look-locker cardiac T1 mapping. Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden, 2010. (abstract 2947).
- 23Coolen BF, Geelen T, Paulis LEM, Nauerth A, Nicolay K, Strijkers GJ. Three-dimensional T1 mapping of the mouse heart using variable flip angle steady-state MR imaging. NMR Biomed 2011; 24: 154–162.
- 24Ho VB, Hood MN, Montequin M, Foo TK. Cine Inversion Recovery (IR): rapid tool for optimized myocardial delayed enhancement imaging. Proceedings of the 13th Annual Meeting of the ISMRM, Miami Beach, Florida, 2005. (abstract 1675).
- 25Goldfarb JW, Mathew ST, Reichek N. Quantitative breath-hold monitoring of myocardial gadolinium enhancement using inversion recovery TrueFISP. Magn Reson Med 2005; 53: 367–371.
- 26Gupta A, Lee VS, Chung Y-C, Babb JS, Simonetti OP. Myocardial infarction: optimization of inversion times at delayed contrast-enhanced MR imaging. Radiology 2004; 233: 921–926.
- 27Li XC, Ma B, Link T, et al. In vivo T1 and T2 mapping of articular cartilage in osteoarthritis of the knee using 3T MRI. Osteoarthritis Cartilage 2007; 15: 789–797.
- 28Maier CF, Tan SG, Hariharan H, Potter HG. T2 quantitation of articular cartilage at 1.5T. J Magn Reson Med 2003; 17: 358–364.
- 29Van Breuseghem I, Palmiere F, Peeters RR, Maes F, Bosmans HTC, Marchal GJ. Combined T1-T2 mapping of human femoro-tibial cartilage with turbo-mixed imaging at 1.5T. J Magn Reson Imaging 2005; 22: 368–372.
- 30Sijbers J, Den Dekker AJ, Raman E, et al. Parameter estimation from magnitude MR images. Int J Imaging Syst Technol 1999; 10: 109–114.
- 31Deichmann R, Haase A. Quantification of T1 values by snapshot-FLASH NMR imaging. J Magn Reson 1992; 96: 608–612.
- 32Feinstein JA, Epstein FH, Arai AE, et al. Using cardiac phase to order reconstruction (CAPTOR): a method to improve diastolic images. J Magn Reson Imaging 2005; 7: 794–798.
- 33Thevenaz P, Unser M. Optimization of mutual information for multiresolution image registration. IEEE Trans Image Process 2000; 9: 2083–2099.
- 34Klein S, Staring M, Murphy M, et al. Elastix: a toolbox for intensity-based medical image registration. IEEE Trans Med Imaging 2010; 29: 196–205.
- 35Cerqueira MD, Weissman NJ, Dilsizian V. 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. Circulation 2002; 105: 539–542.
- 36Positano V, Salani B, Pepe A, et al. Improved T2* assessment in liver iron overload by magnetic resonance imaging. Magn Reson Imaging 2009; 27: 188–197.
- 37Deichmann R, Hahn D, Haase A. Fast T1 mapping on a whole-body scanner. Magn Reson Med 1999; 42: 206–209.
10.1002/(SICI)1522-2594(199907)42:1<206::AID-MRM28>3.0.CO;2-Q CAS PubMed Web of Science® Google Scholar
- 38Yarnykh VL. Actual flip-angle imaging in the pulsed steady state: a method for rapid three-dimensional mapping of the transmitted radiofrequency field. Magn Reson Med 2007; 57: 192–200.
- 39Sacolick LI, Wiesinger F, Hancu I, Vogel MW. B1 mapping by Bloch-Siegert shift. Magn Reson Med 2010; 63: 1315–1322.
- 40Larsson HB, Frederiksen J, Kjaer L, Henriksen O, Olesen J. In vivo determination of T1 and T2 in the brain of patients with severe but stable multiple sclerosis. J Magn Reson Med 2005; 7: 43–55.
- 41Dickey DA, Fuller WA. Likelihood ratio statistics for autoregressive time series with a unit root. J Econ Soc 1981: 1057–1072.
- 42Atalay MK, Poncelet BP, Kantor HL, Brady TJ, Weisskoff RM. Cardiac susceptibility artifacts arising from the heart-lung interface. Magn Reson Med 2001; 45: 341–345.