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Published in: Journal of Cardiovascular Magnetic Resonance 1/2013

Open Access 01-12-2013 | Research

Normal variation of magnetic resonance T1 relaxation times in the human population at 1.5 T using ShMOLLI

Authors: Stefan K Piechnik, Vanessa M Ferreira, Adam J Lewandowski, Ntobeko AB Ntusi, Rajarshi Banerjee, Cameron Holloway, Mark BM Hofman, Daniel M Sado, Viviana Maestrini, Steven K White, Merzaka Lazdam, Theodoros Karamitsos, James C Moon, Stefan Neubauer, Paul Leeson, Matthew D Robson

Published in: Journal of Cardiovascular Magnetic Resonance | Issue 1/2013

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Abstract

Background

Quantitative T1-mapping is rapidly becoming a clinical tool in cardiovascular magnetic resonance (CMR) to objectively distinguish normal from diseased myocardium. The usefulness of any quantitative technique to identify disease lies in its ability to detect significant differences from an established range of normal values. We aimed to assess the variability of myocardial T1 relaxation times in the normal human population estimated with recently proposed Shortened Modified Look-Locker Inversion recovery (ShMOLLI) T1 mapping technique.

Methods

A large cohort of healthy volunteers (n = 342, 50% females, age 11–69 years) from 3 clinical centres across two countries underwent CMR at 1.5T. Each examination provided a single average myocardial ShMOLLI T1 estimate using manually drawn myocardial contours on typically 3 short axis slices (average 3.4 ± 1.4), taking care not to include any blood pool in the myocardial contours. We established the normal reference range of myocardial and blood T1 values, and assessed the effect of potential confounding factors, including artefacts, partial volume, repeated measurements, age, gender, body size, hematocrit and heart rate.

Results

Native myocardial ShMOLLI T1 was 962 ± 25 ms. We identify the partial volume as primary source of potential error in the analysis of respective T1 maps and use 1 pixel erosion to represent “midwall myocardial” T1, resulting in a 0.9% decrease to 953 ± 23 ms. Midwall myocardial ShMOLLI T1 was reproducible with an intra-individual, intra- and inter-scanner variability of ≤2%. The principle biological parameter influencing myocardial ShMOLLI T1 was the female gender, with female T1 longer by 24 ms up to the age of 45 years, after which there was no significant difference from males. After correction for age and gender dependencies, heart rate was the only other physiologic factor with a small effect on myocardial ShMOLLI T1 (6ms/10bpm). Left and right ventricular blood ShMOLLI T1 correlated strongly with each other and also with myocardial T1 with the slope of 0.1 that is justifiable by the resting partition of blood volume in myocardial tissue. Overall, the effect of all variables on myocardial ShMOLLI T1 was within 2% of relative changes from the average.

Conclusion

Native T1-mapping using ShMOLLI generates reproducible and consistent results in normal individuals within 2% of relative changes from the average, well below the effects of most acute forms of myocardial disease. The main potential confounder is the partial volume effect arising from over-inclusion of neighbouring tissue at the manual stages of image analysis. In the study of cardiac conditions such as diffuse fibrosis or small focal changes, the use of “myocardial midwall” T1, age and gender matching, and compensation for heart rate differences may all help to improve the method sensitivity in detecting subtle changes. As the accuracy of current T1 measurement methods remains to be established, this study does not claim to report an accurate measure of T1, but that ShMOLLI is a stable and reproducible method for T1-mapping.
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Literature
1.
go back to reference Fullerton GD: Physiologic basis of magnetic relaxation. Magnetic resonance imaging. Edited by: Stark DD, Bradley WG. 1992, St. Louis; London: Mosby, 88-108. 2 Fullerton GD: Physiologic basis of magnetic relaxation. Magnetic resonance imaging. Edited by: Stark DD, Bradley WG. 1992, St. Louis; London: Mosby, 88-108. 2
2.
go back to reference Bottomley PA, Foster TH, Argersinger RE, Pfeifer LM: A review of normal tissue hydrogen NMR relaxation times and relaxation mechanisms from 1–100 MHz: dependence on tissue type, NMR frequency, temperature, species, excision, and age. Med Phys. 1984, 11 (4): 425-448. 10.1118/1.595535.CrossRefPubMed Bottomley PA, Foster TH, Argersinger RE, Pfeifer LM: A review of normal tissue hydrogen NMR relaxation times and relaxation mechanisms from 1–100 MHz: dependence on tissue type, NMR frequency, temperature, species, excision, and age. Med Phys. 1984, 11 (4): 425-448. 10.1118/1.595535.CrossRefPubMed
3.
go back to reference Dall’Armellina E, Piechnik S, Ferreira V, Si QL, Robson M, Francis J, Cuculi F, Kharbanda R, Banning A, Choudhury R: Cardiovascular magnetic resonance by non contrast T1 mapping allows assessment of severity of injury in acute myocardial infarction. J Cardiovasc Magn Reson. 2012, 14 (1): 15-10.1186/1532-429X-14-15.PubMedCentralCrossRefPubMed Dall’Armellina E, Piechnik S, Ferreira V, Si QL, Robson M, Francis J, Cuculi F, Kharbanda R, Banning A, Choudhury R: Cardiovascular magnetic resonance by non contrast T1 mapping allows assessment of severity of injury in acute myocardial infarction. J Cardiovasc Magn Reson. 2012, 14 (1): 15-10.1186/1532-429X-14-15.PubMedCentralCrossRefPubMed
4.
go back to reference Messroghli DR, Walters K, Plein S, Sparrow P, Friedrich MG, Ridgway JP, Sivananthan MU: Myocardial T1 mapping: application to patients with acute and chronic myocardial infarction. Magn Reson Med. 2007, 58 (1): 34-40. 10.1002/mrm.21272.CrossRefPubMed Messroghli DR, Walters K, Plein S, Sparrow P, Friedrich MG, Ridgway JP, Sivananthan MU: Myocardial T1 mapping: application to patients with acute and chronic myocardial infarction. Magn Reson Med. 2007, 58 (1): 34-40. 10.1002/mrm.21272.CrossRefPubMed
5.
go back to reference Ferreira V, Piechnik S, Dall’Armellina E, Karamitsos T, Francis J, Choudhury R, Kardos A, Friedrich M, Robson M, Neubauer S: The diagnostic performance of non-contrast T1-mapping in patients with acute myocarditis on cardiovascular magnetic resonance imaging. J Cardiovasc Magn Reson. 2012, 14 (Suppl 1): P179-PubMedCentralCrossRef Ferreira V, Piechnik S, Dall’Armellina E, Karamitsos T, Francis J, Choudhury R, Kardos A, Friedrich M, Robson M, Neubauer S: The diagnostic performance of non-contrast T1-mapping in patients with acute myocarditis on cardiovascular magnetic resonance imaging. J Cardiovasc Magn Reson. 2012, 14 (Suppl 1): P179-PubMedCentralCrossRef
6.
go back to reference Maceira AM, Prasad SK, Hawkins PN, Roughton M, Pennell DJ: Cardiovascular magnetic resonance and prognosis in cardiac amyloidosis. J Cardiovasc Magn Reson. 2008, 10: 54-10.1186/1532-429X-10-54.PubMedCentralCrossRefPubMed Maceira AM, Prasad SK, Hawkins PN, Roughton M, Pennell DJ: Cardiovascular magnetic resonance and prognosis in cardiac amyloidosis. J Cardiovasc Magn Reson. 2008, 10: 54-10.1186/1532-429X-10-54.PubMedCentralCrossRefPubMed
7.
go back to reference Iles L, Pfluger H, Phrommintikul A, Cherayath J, Aksit P, Gupta SN, Kaye DM, Taylor AJ: Evaluation of diffuse myocardial fibrosis in heart failure with cardiac magnetic resonance contrast-enhanced T1 mapping. J Am Coll Cardiol. 2008, 52 (19): 1574-1580. 10.1016/j.jacc.2008.06.049.CrossRefPubMed Iles L, Pfluger H, Phrommintikul A, Cherayath J, Aksit P, Gupta SN, Kaye DM, Taylor AJ: Evaluation of diffuse myocardial fibrosis in heart failure with cardiac magnetic resonance contrast-enhanced T1 mapping. J Am Coll Cardiol. 2008, 52 (19): 1574-1580. 10.1016/j.jacc.2008.06.049.CrossRefPubMed
8.
go back to reference Sparrow P, Messroghli DR, Reid S, Ridgway JP, Bainbridge G, Sivananthan MU: Myocardial T1 mapping for detection of left ventricular myocardial fibrosis in chronic aortic regurgitation: pilot study. AJR Am J Roentgenol. 2006, 187 (6): W630-W635. 10.2214/AJR.05.1264.CrossRefPubMed Sparrow P, Messroghli DR, Reid S, Ridgway JP, Bainbridge G, Sivananthan MU: Myocardial T1 mapping for detection of left ventricular myocardial fibrosis in chronic aortic regurgitation: pilot study. AJR Am J Roentgenol. 2006, 187 (6): W630-W635. 10.2214/AJR.05.1264.CrossRefPubMed
9.
go back to reference Flett AS, Hayward MP, Ashworth MT, Hansen MS, Taylor AM, Elliott PM, McGregor C, Moon JC: Equilibrium contrast cardiovascular magnetic resonance for the measurement of diffuse myocardial fibrosis: Preliminary validation in humans. Circulation. 2010, 122 (2): 138-144. 10.1161/CIRCULATIONAHA.109.930636.CrossRefPubMed Flett AS, Hayward MP, Ashworth MT, Hansen MS, Taylor AM, Elliott PM, McGregor C, Moon JC: Equilibrium contrast cardiovascular magnetic resonance for the measurement of diffuse myocardial fibrosis: Preliminary validation in humans. Circulation. 2010, 122 (2): 138-144. 10.1161/CIRCULATIONAHA.109.930636.CrossRefPubMed
10.
go back to reference Dass S, Suttie JJ, Piechnik SK, Ferreira VM, Holloway CJ, Banerjee R, Mahmod M, Cochlin L, Karamitsos TD, Robson MD: Myocardial tissue characterization using magnetic resonance Non-contrast T1 mapping in hypertrophic and dilated cardiomyopathy. Circ Cardiovasc Imaging. 2012, 5: 726-733. 10.1161/CIRCIMAGING.112.976738. published online before print October 15 2012CrossRefPubMed Dass S, Suttie JJ, Piechnik SK, Ferreira VM, Holloway CJ, Banerjee R, Mahmod M, Cochlin L, Karamitsos TD, Robson MD: Myocardial tissue characterization using magnetic resonance Non-contrast T1 mapping in hypertrophic and dilated cardiomyopathy. Circ Cardiovasc Imaging. 2012, 5: 726-733. 10.1161/CIRCIMAGING.112.976738. published online before print October 15 2012CrossRefPubMed
11.
go back to reference Karamitsos T, Banypersad S, Sado D, Maestrini V, Ferreira V, Piechnik S, Robson M, Hawkins P, Neubauer S, Moon J: Pre-contrast ShMOLLI T1 mapping in cardiac AL amyloidosis. J Cardiovasc Magn Reson. 2012, 14 (Suppl 1): O76-10.1186/1532-429X-14-S1-O76.PubMedCentralCrossRef Karamitsos T, Banypersad S, Sado D, Maestrini V, Ferreira V, Piechnik S, Robson M, Hawkins P, Neubauer S, Moon J: Pre-contrast ShMOLLI T1 mapping in cardiac AL amyloidosis. J Cardiovasc Magn Reson. 2012, 14 (Suppl 1): O76-10.1186/1532-429X-14-S1-O76.PubMedCentralCrossRef
12.
go back to reference Piechnik SK, Ferreira VM, Dall’Armellina E, Cochlin LE, Greiser A, Neubauer S, Robson MD: Shortened modified look-locker inversion recovery (ShMOLLI) for clinical myocardial T1-mapping at 1.5 And 3 T within a 9 heartbeat breathhold. J Cardiovasc Magn Reson. 2010, 12: 69-10.1186/1532-429X-12-69.PubMedCentralCrossRefPubMed Piechnik SK, Ferreira VM, Dall’Armellina E, Cochlin LE, Greiser A, Neubauer S, Robson MD: Shortened modified look-locker inversion recovery (ShMOLLI) for clinical myocardial T1-mapping at 1.5 And 3 T within a 9 heartbeat breathhold. J Cardiovasc Magn Reson. 2010, 12: 69-10.1186/1532-429X-12-69.PubMedCentralCrossRefPubMed
13.
go back to reference Zwanenburg JJ, Kuijer JP, Marcus JT, Heethaar RM: Steady-state free precession with myocardial tagging: CSPAMM in a single breathhold. Magn Reson Med. 2003, 49 (4): 722-730. 10.1002/mrm.10422.CrossRefPubMed Zwanenburg JJ, Kuijer JP, Marcus JT, Heethaar RM: Steady-state free precession with myocardial tagging: CSPAMM in a single breathhold. Magn Reson Med. 2003, 49 (4): 722-730. 10.1002/mrm.10422.CrossRefPubMed
14.
go back to reference Silver MS, Joseph RI, Chen CN, Sank VJ, Hoult DI: Selective population inversion in NMR. Nature. 1984, 310 (5979): 681-683. 10.1038/310681a0.CrossRefPubMed Silver MS, Joseph RI, Chen CN, Sank VJ, Hoult DI: Selective population inversion in NMR. Nature. 1984, 310 (5979): 681-683. 10.1038/310681a0.CrossRefPubMed
15.
go back to reference Ferreira VM, Piechnik SK, Dall’armellina E, Karamitsos TD, Francis JM, Choudhury RP, Friedrich MG, Robson MD, Neubauer SM: Non-contrast T1-mapping detects acute myocardial edema with high diagnostic accuracy: a comparison to T2-weighted cardiovascular magnetic resonance. J Cardiovasc Magn Reson. 2012, 14 (1): 42-10.1186/1532-429X-14-42.PubMedCentralCrossRefPubMed Ferreira VM, Piechnik SK, Dall’armellina E, Karamitsos TD, Francis JM, Choudhury RP, Friedrich MG, Robson MD, Neubauer SM: Non-contrast T1-mapping detects acute myocardial edema with high diagnostic accuracy: a comparison to T2-weighted cardiovascular magnetic resonance. J Cardiovasc Magn Reson. 2012, 14 (1): 42-10.1186/1532-429X-14-42.PubMedCentralCrossRefPubMed
16.
go back to reference Bland JM, Altman DG: Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986, 1 (8476): 307-310.CrossRefPubMed Bland JM, Altman DG: Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986, 1 (8476): 307-310.CrossRefPubMed
17.
go back to reference Fabry ME, Eisenstadt M: Water exchange across red cell membranes: II. Measurements by nuclear magnetic resonance T1, T2, and T12 hybrid relaxation. The effects of osmolarity, cell volume, and medium. J Membr Biol. 1978, 42 (4): 375-398. 10.1007/BF01870357.CrossRefPubMed Fabry ME, Eisenstadt M: Water exchange across red cell membranes: II. Measurements by nuclear magnetic resonance T1, T2, and T12 hybrid relaxation. The effects of osmolarity, cell volume, and medium. J Membr Biol. 1978, 42 (4): 375-398. 10.1007/BF01870357.CrossRefPubMed
18.
go back to reference Canty JM, Judd RM, Brody AS, Klocke FJ: First-pass entry of nonionic contrast agent into the myocardial extravascular space. Effects on radiographic estimates of transit time and blood volume. Circulation. 1991, 84 (5): 2071-2078.PubMed Canty JM, Judd RM, Brody AS, Klocke FJ: First-pass entry of nonionic contrast agent into the myocardial extravascular space. Effects on radiographic estimates of transit time and blood volume. Circulation. 1991, 84 (5): 2071-2078.PubMed
19.
go back to reference Ugander M, Bagi PS, Oki AJ, Chen B, Hsu LY, Aletras AH, Shah S, Greiser A, Kellman P, Arai AE: Myocardial edema as detected by pre-contrast T1 and T2 CMR delineates area at risk associated with acute myocardial infarction. JACC Cardiovasc Imaging. 2012, 5 (6): 596-603. 10.1016/j.jcmg.2012.01.016.PubMedCentralCrossRefPubMed Ugander M, Bagi PS, Oki AJ, Chen B, Hsu LY, Aletras AH, Shah S, Greiser A, Kellman P, Arai AE: Myocardial edema as detected by pre-contrast T1 and T2 CMR delineates area at risk associated with acute myocardial infarction. JACC Cardiovasc Imaging. 2012, 5 (6): 596-603. 10.1016/j.jcmg.2012.01.016.PubMedCentralCrossRefPubMed
20.
go back to reference Kawel N, Nacif M, Santini F, Liu S, Bremerich J, Arai AE, Bluemke DA: Partition coefficients for gadolinium chelates in the normal myocardium: Comparison of gadopentetate dimeglumine and gadobenate dimeglumine. J Magn Reson Imaging. 2012, 36 (3): 733-737. 10.1002/jmri.23651.PubMedCentralCrossRefPubMed Kawel N, Nacif M, Santini F, Liu S, Bremerich J, Arai AE, Bluemke DA: Partition coefficients for gadolinium chelates in the normal myocardium: Comparison of gadopentetate dimeglumine and gadobenate dimeglumine. J Magn Reson Imaging. 2012, 36 (3): 733-737. 10.1002/jmri.23651.PubMedCentralCrossRefPubMed
21.
go back to reference Kawel N, Nacif M, Zavodni A, Jones J, Liu S, Sibley C, Bluemke D: T1 mapping of the myocardium: intra-individual assessment of post-contrast T1 time evolution and extracellular volume fraction at 3T for Gd-DTPA and Gd-BOPTA. J Cardiovasc Magn Reson. 2012, 14 (1): 26-10.1186/1532-429X-14-26.PubMedCentralCrossRefPubMed Kawel N, Nacif M, Zavodni A, Jones J, Liu S, Sibley C, Bluemke D: T1 mapping of the myocardium: intra-individual assessment of post-contrast T1 time evolution and extracellular volume fraction at 3T for Gd-DTPA and Gd-BOPTA. J Cardiovasc Magn Reson. 2012, 14 (1): 26-10.1186/1532-429X-14-26.PubMedCentralCrossRefPubMed
22.
go back to reference Xue H, Shah S, Greiser A, Guetter C, Littmann A, Jolly MP, Arai AE, Zuehlsdorff S, Guehring J, Kellman P: Motion correction for myocardial T1 mapping using image registration with synthetic image estimation. Magn Reson Med. 2012, 67 (6): 1644-1655. 10.1002/mrm.23153.PubMedCentralCrossRefPubMed Xue H, Shah S, Greiser A, Guetter C, Littmann A, Jolly MP, Arai AE, Zuehlsdorff S, Guehring J, Kellman P: Motion correction for myocardial T1 mapping using image registration with synthetic image estimation. Magn Reson Med. 2012, 67 (6): 1644-1655. 10.1002/mrm.23153.PubMedCentralCrossRefPubMed
23.
go back to reference Ferreira V, Piechnik S, Dall’Armellina E, Karamitsos T, Francis J, Friedrich M, Robson M, Neubauer S: Quantification of acute myocardial injury by ShMOLLI T1-Mapping, T2-weighted and late gadolinium imaging in patients presenting with chest pain, positive troponins and non-obstructive coronary arteries. J Cardiovasc Magn Reson. 2011, 13 (Suppl 1): P16-10.1186/1532-429X-13-S1-P16.PubMedCentralCrossRef Ferreira V, Piechnik S, Dall’Armellina E, Karamitsos T, Francis J, Friedrich M, Robson M, Neubauer S: Quantification of acute myocardial injury by ShMOLLI T1-Mapping, T2-weighted and late gadolinium imaging in patients presenting with chest pain, positive troponins and non-obstructive coronary arteries. J Cardiovasc Magn Reson. 2011, 13 (Suppl 1): P16-10.1186/1532-429X-13-S1-P16.PubMedCentralCrossRef
24.
go back to reference Messroghli DR, Radjenovic A, Kozerke S, Higgins DM, Sivananthan MU, Ridgway JP: Modified look-locker inversion recovery (MOLLI) for high-resolution T1 mapping of the heart. Magn Reson Med. 2004, 52 (1): 141-146. 10.1002/mrm.20110.CrossRefPubMed Messroghli DR, Radjenovic A, Kozerke S, Higgins DM, Sivananthan MU, Ridgway JP: Modified look-locker inversion recovery (MOLLI) for high-resolution T1 mapping of the heart. Magn Reson Med. 2004, 52 (1): 141-146. 10.1002/mrm.20110.CrossRefPubMed
25.
go back to reference Lee JJ, Liu S, Nacif MS, Ugander M, Han J, Kawel N, Sibley CT, Kellman P, Arai AE, Bluemke DA: Myocardial T1 and extracellular volume fraction mapping at 3 tesla. J Cardiovasc Magn Reson. 2011, 13: 75-10.1186/1532-429X-13-75.PubMedCentralCrossRefPubMed Lee JJ, Liu S, Nacif MS, Ugander M, Han J, Kawel N, Sibley CT, Kellman P, Arai AE, Bluemke DA: Myocardial T1 and extracellular volume fraction mapping at 3 tesla. J Cardiovasc Magn Reson. 2011, 13: 75-10.1186/1532-429X-13-75.PubMedCentralCrossRefPubMed
26.
go back to reference Messroghli DR, Plein S, Higgins DM, Walters K, Jones TR, Ridgway JP, Sivananthan MU: Human myocardium: Single-breath-hold MR T1 mapping with high spatial resolution - Reproducibility study. Radiology. 2006, 238 (3): 1004-1012. 10.1148/radiol.2382041903.CrossRefPubMed Messroghli DR, Plein S, Higgins DM, Walters K, Jones TR, Ridgway JP, Sivananthan MU: Human myocardium: Single-breath-hold MR T1 mapping with high spatial resolution - Reproducibility study. Radiology. 2006, 238 (3): 1004-1012. 10.1148/radiol.2382041903.CrossRefPubMed
27.
go back to reference Nacif MS, Turkbey EB, Gai N, Nazarian S, van der Geest RJ, Noureldin RA, Sibley CT, Ugander M, Liu S, Arai AE: Myocardial T1 mapping with MRI: comparison of look-locker and MOLLI sequences. J Magn Reson Imaging. 2011, 34 (6): 1367-1373. 10.1002/jmri.22753.PubMedCentralCrossRefPubMed Nacif MS, Turkbey EB, Gai N, Nazarian S, van der Geest RJ, Noureldin RA, Sibley CT, Ugander M, Liu S, Arai AE: Myocardial T1 mapping with MRI: comparison of look-locker and MOLLI sequences. J Magn Reson Imaging. 2011, 34 (6): 1367-1373. 10.1002/jmri.22753.PubMedCentralCrossRefPubMed
28.
go back to reference Kawel N, Nacif M, Zavodni A, Jones J, Liu S, Sibley C, Bluemke D: 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, 14 (1): 27-10.1186/1532-429X-14-27.PubMedCentralCrossRefPubMed Kawel N, Nacif M, Zavodni A, Jones J, Liu S, Sibley C, Bluemke D: 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, 14 (1): 27-10.1186/1532-429X-14-27.PubMedCentralCrossRefPubMed
29.
go back to reference Chow K, Flewitt J, Pagano J, Green J, Friedrich M, Thompson R: T2-dependent errors in MOLLI T1 values: simulations, phantoms, and in-vivo studies. J Cardiovasc Magn Reson. 2012, 14 (Suppl 1): P281-10.1186/1532-429X-14-S1-P281.PubMedCentralCrossRef Chow K, Flewitt J, Pagano J, Green J, Friedrich M, Thompson R: T2-dependent errors in MOLLI T1 values: simulations, phantoms, and in-vivo studies. J Cardiovasc Magn Reson. 2012, 14 (Suppl 1): P281-10.1186/1532-429X-14-S1-P281.PubMedCentralCrossRef
30.
go back to reference Rodgers CT, Piechnik SK, DelaBarre LJ, Van de Moortele P, Snyder C, Neubauer S, Robson MD, Vaughan JT: Inversion recovery at 7 Tesla in the human myocardium: measurement of T1, inversion efficiency and B1+. Magn Reson Med. 2012, 10.1002/mrm.24548. 2012 Article first published online: 29 NOV 2012 Rodgers CT, Piechnik SK, DelaBarre LJ, Van de Moortele P, Snyder C, Neubauer S, Robson MD, Vaughan JT: Inversion recovery at 7 Tesla in the human myocardium: measurement of T1, inversion efficiency and B1+. Magn Reson Med. 2012, 10.1002/mrm.24548. 2012 Article first published online: 29 NOV 2012
Metadata
Title
Normal variation of magnetic resonance T1 relaxation times in the human population at 1.5 T using ShMOLLI
Authors
Stefan K Piechnik
Vanessa M Ferreira
Adam J Lewandowski
Ntobeko AB Ntusi
Rajarshi Banerjee
Cameron Holloway
Mark BM Hofman
Daniel M Sado
Viviana Maestrini
Steven K White
Merzaka Lazdam
Theodoros Karamitsos
James C Moon
Stefan Neubauer
Paul Leeson
Matthew D Robson
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Journal of Cardiovascular Magnetic Resonance / Issue 1/2013
Electronic ISSN: 1532-429X
DOI
https://doi.org/10.1186/1532-429X-15-13

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