Skip to main content
Top
Published in: The International Journal of Cardiovascular Imaging 7/2019

Open Access 01-07-2019 | ST-Segment Elevation Myocardial Infarction | Original Paper

Combined T1-mapping and tissue tracking analysis predicts severity of ischemic injury following acute STEMI—an Oxford Acute Myocardial Infarction (OxAMI) study

Authors: Malgorzata Wamil, Alessandra Borlotti, Dan Liu, André Briosa e Gala, Alessia Bracco, Mohammad Alkhalil, Giovanni Luigi De Maria, Stefan K. Piechnik, Vanessa M. Ferreira, Adrian P. Banning, Rajesh K. Kharbanda, Stefan Neubauer, Robin P. Choudhury, Keith M. Channon, Erica Dall’Armellina

Published in: The International Journal of Cardiovascular Imaging | Issue 7/2019

Login to get access

Abstract

Early risk stratification after ST-segment–elevation myocardial infarction (STEMI) is of major clinical importance. Strain quantifies myocardial deformation and can demonstrate abnormal global and segmental myocardial function in acute ischaemia. Native T1-mapping allows assessment of the severity of acute ischemic injury, however its clinical applicability early post MI is limited by the complex dynamic changes happening in the myocardium post MI. We aimed to explore relationship between T1-mapping and feature tracking imaging, to establish whether combined analysis of these parameters could predict recovery after STEMI. 96 STEMI patients (aged 60 ± 11) prospectively recruited in the Oxford Acute Myocardial Infarction (OxAMI) study underwent 3T-CMR scans acutely (within 53 ± 32 h from primary percutaneous coronary intervention) and at 6 months (6M). The imaging protocol included: cine, ShMOLLI T1-mapping and late gadolinium enhancement (LGE). Segments were divided in the infarct, adjacent and remote zones based on the presence of LGE. Peak circumferential (Ecc) and radial (Err) strain was assessed using cvi42 software. Acute segmental strain correlated with segmental T1-mapping values (T1 vs. Err − 0.75 ± 0.25, p < 0.01; T1 vs. Ecc 0.72 ± 0.32, p < 0.01) and with LGE segmental injury (LGE vs. Err − 0.56 ± 0.29, p < 0.01; LGE vs. Ecc 0.54 ± 0.35, p < 0.01). Moreover, acute segmental T1 and strain predicted segmental LGE transmurality on 6M scans (p < 0.001, r = 0.5). Multiple regression analysis confirmed combined analysis of global Ecc and T1-mapping was significantly better than either method alone in predicting final infarct size at 6M (r = 0.556 vs r = 0.473 for global T1 only and r = 0.476 for global Ecc only, p < 0.001). This novel CMR method combining T1-mapping and feature tracking analysis of acute CMR scans predicts LGE transmurality and infarct size at 6M following STEMI.
Literature
1.
go back to reference Pfeffer MA, Braunwald E (1990) Ventricular remodeling after myocardial infarction. Experimental observations and clinical implications. Circulation 81(4):1161–1172CrossRefPubMed Pfeffer MA, Braunwald E (1990) Ventricular remodeling after myocardial infarction. Experimental observations and clinical implications. Circulation 81(4):1161–1172CrossRefPubMed
2.
go back to reference Yamashita Y, Shiomi H, Morimoto T, Yaku H, Furukawa Y, Nakagawa Y et al (2017) Cardiac and noncardiac causes of long-term mortality in ST-segment-elevation acute myocardial infarction patients who underwent primary percutaneous coronary intervention. Circ Cardiovasc Qual Outcomes 10(1):e002790CrossRefPubMed Yamashita Y, Shiomi H, Morimoto T, Yaku H, Furukawa Y, Nakagawa Y et al (2017) Cardiac and noncardiac causes of long-term mortality in ST-segment-elevation acute myocardial infarction patients who underwent primary percutaneous coronary intervention. Circ Cardiovasc Qual Outcomes 10(1):e002790CrossRefPubMed
3.
go back to reference Dagres N, Hindricks G (2013) Risk stratification after myocardial infarction: is left ventricular ejection fraction enough to prevent sudden cardiac death? Eur Heart J 34(26):1964–1971CrossRefPubMed Dagres N, Hindricks G (2013) Risk stratification after myocardial infarction: is left ventricular ejection fraction enough to prevent sudden cardiac death? Eur Heart J 34(26):1964–1971CrossRefPubMed
4.
go back to reference Grover S, Bell G, Lincoff M, Jeorg L, Madsen PL, Huang S et al (2015) Utility of CMR markers of myocardial injury in predicting LV functional recovery: results from PROTECTION AMI CMR sub-study. Heart Lung Circ 24(9):891–897CrossRefPubMed Grover S, Bell G, Lincoff M, Jeorg L, Madsen PL, Huang S et al (2015) Utility of CMR markers of myocardial injury in predicting LV functional recovery: results from PROTECTION AMI CMR sub-study. Heart Lung Circ 24(9):891–897CrossRefPubMed
5.
go back to reference Dall’Armellina E (2016) From recognized to novel quantitative CMR biomarkers of LV recovery: a paradigm shift in acute myocardial infarction imaging. JACC Cardiovasc Imaging 10(9):1000–1002 Dall’Armellina E (2016) From recognized to novel quantitative CMR biomarkers of LV recovery: a paradigm shift in acute myocardial infarction imaging. JACC Cardiovasc Imaging 10(9):1000–1002
6.
go back to reference Carrick D, Haig C, Ahmed N, Rauhalammi S, Clerfond G, Carberry J et al (2016) Temporal evolution of myocardial hemorrhage and edema in patients after acute ST-segment elevation myocardial infarction: pathophysiological insights and clinical implications. J Am Heart Assoc 5(2):e002854CrossRef Carrick D, Haig C, Ahmed N, Rauhalammi S, Clerfond G, Carberry J et al (2016) Temporal evolution of myocardial hemorrhage and edema in patients after acute ST-segment elevation myocardial infarction: pathophysiological insights and clinical implications. J Am Heart Assoc 5(2):e002854CrossRef
7.
go back to reference Fernandez-Jimenez R, Sanchez-Gonzalez J, Aguero J, Garcia-Prieto J, Lopez-Martin GJ, Garcia-Ruiz JM et al (2014) Myocardial edema after ischemia/reperfusion is not stable and follows a bimodal pattern: advanced imaging and histological tissue characterization. J Am Coll Cardiol 65(4):315–323 Fernandez-Jimenez R, Sanchez-Gonzalez J, Aguero J, Garcia-Prieto J, Lopez-Martin GJ, Garcia-Ruiz JM et al (2014) Myocardial edema after ischemia/reperfusion is not stable and follows a bimodal pattern: advanced imaging and histological tissue characterization. J Am Coll Cardiol 65(4):315–323
8.
go back to reference Matsumoto H, Matsuda T, Miyamoto K, Shimada T, Mikuri M, Hiraoka Y (2011) Peri-infarct zone on early contrast-enhanced CMR imaging in patients with acute myocardial infarction. JACC: Cardiovasc Imaging 4(6):610–618 Matsumoto H, Matsuda T, Miyamoto K, Shimada T, Mikuri M, Hiraoka Y (2011) Peri-infarct zone on early contrast-enhanced CMR imaging in patients with acute myocardial infarction. JACC: Cardiovasc Imaging 4(6):610–618
9.
go back to reference Hammer-Hansen S, Leung SW, Hsu L-Y, Wilson JR, Taylor J, Greve AM et al (2017) Early gadolinium enhancement for determination of area at risk: a preclinical validation study. JACC: Cardiovasc Imaging 10(2):130–139 Hammer-Hansen S, Leung SW, Hsu L-Y, Wilson JR, Taylor J, Greve AM et al (2017) Early gadolinium enhancement for determination of area at risk: a preclinical validation study. JACC: Cardiovasc Imaging 10(2):130–139
11.
go back to reference Bulluck H, White SK, Rosmini S, Bhuva A, Treibel TA, Fontana M et al (2015) T1 mapping and T2 mapping at 3T for quantifying the area-at-risk in reperfused STEMI patients. J Cardiovasc Magn Reson 17(1):73CrossRefPubMedPubMedCentral Bulluck H, White SK, Rosmini S, Bhuva A, Treibel TA, Fontana M et al (2015) T1 mapping and T2 mapping at 3T for quantifying the area-at-risk in reperfused STEMI patients. J Cardiovasc Magn Reson 17(1):73CrossRefPubMedPubMedCentral
12.
go back to reference Garg P, Broadbent DA, Swoboda PP, Foley JRJ, Fent GJ, Musa TA et al (2017) Acute infarct extracellular volume mapping to quantify myocardial area at risk and chronic infarct size on cardiovascular magnetic resonance imaging. Circ Cardiovasc Imaging 10(7):e006182CrossRefPubMed Garg P, Broadbent DA, Swoboda PP, Foley JRJ, Fent GJ, Musa TA et al (2017) Acute infarct extracellular volume mapping to quantify myocardial area at risk and chronic infarct size on cardiovascular magnetic resonance imaging. Circ Cardiovasc Imaging 10(7):e006182CrossRefPubMed
13.
go back to reference Carrick D, Haig C, Rauhalammi S, Ahmed N, Mordi I, McEntegart M et al (2015) Prognostic significance of infarct core pathology revealed by quantitative non-contrast in comparison with contrast cardiac magnetic resonance imaging in reperfused ST-elevation myocardial infarction survivors. Eur Heart J 37(13):1044–1059 Carrick D, Haig C, Rauhalammi S, Ahmed N, Mordi I, McEntegart M et al (2015) Prognostic significance of infarct core pathology revealed by quantitative non-contrast in comparison with contrast cardiac magnetic resonance imaging in reperfused ST-elevation myocardial infarction survivors. Eur Heart J 37(13):1044–1059
14.
go back to reference Carrick D, Haig C, Rauhalammi S, Ahmed N, Mordi I, McEntegart M et al (2015) Pathophysiology of LV remodeling in survivors of STEMI: inflammation, remote myocardium, and prognosis. JACC Cardiovasc Imaging 8(7):779–789CrossRefPubMedPubMedCentral Carrick D, Haig C, Rauhalammi S, Ahmed N, Mordi I, McEntegart M et al (2015) Pathophysiology of LV remodeling in survivors of STEMI: inflammation, remote myocardium, and prognosis. JACC Cardiovasc Imaging 8(7):779–789CrossRefPubMedPubMedCentral
15.
go back to reference Reinstadler SJ, Stiermaier T, Liebetrau J, Fuernau G, Eitel C, de Waha S et al (2018) Prognostic significance of remote myocardium alterations assessed by quantitative noncontrast T1 mapping in ST-segment elevation myocardial infarction. JACC Cardiovasc Imaging 11(3):411–419CrossRefPubMed Reinstadler SJ, Stiermaier T, Liebetrau J, Fuernau G, Eitel C, de Waha S et al (2018) Prognostic significance of remote myocardium alterations assessed by quantitative noncontrast T1 mapping in ST-segment elevation myocardial infarction. JACC Cardiovasc Imaging 11(3):411–419CrossRefPubMed
16.
go back to reference Kidambi A, Motwani M, Uddin A, Ripley DP, McDiarmid AK, Swoboda PP et al (2017) Myocardial extracellular volume estimation by CMR predicts functional recovery following acute MI. JACC: Cardiovasc Imaging 10(9):989–999 Kidambi A, Motwani M, Uddin A, Ripley DP, McDiarmid AK, Swoboda PP et al (2017) Myocardial extracellular volume estimation by CMR predicts functional recovery following acute MI. JACC: Cardiovasc Imaging 10(9):989–999
17.
go back to reference Kidambi A, Mather AN, Swoboda P, Motwani M, Fairbairn TA, Greenwood JP et al (2013) Relationship between myocardial edema and regional myocardial function after reperfused acute myocardial infarction: an MR imaging study. Radiology 267(3):701–708CrossRefPubMed Kidambi A, Mather AN, Swoboda P, Motwani M, Fairbairn TA, Greenwood JP et al (2013) Relationship between myocardial edema and regional myocardial function after reperfused acute myocardial infarction: an MR imaging study. Radiology 267(3):701–708CrossRefPubMed
18.
go back to reference Yeon SB, Reichek N, Tallant BA, Lima JA, Calhoun LP, Clark NR et al (2001) Validation of in vivo myocardial strain measurement by magnetic resonance tagging with sonomicrometry. J Am Coll Cardiol 38(2):555–561CrossRefPubMed Yeon SB, Reichek N, Tallant BA, Lima JA, Calhoun LP, Clark NR et al (2001) Validation of in vivo myocardial strain measurement by magnetic resonance tagging with sonomicrometry. J Am Coll Cardiol 38(2):555–561CrossRefPubMed
19.
go back to reference Augustine D, Lewandowski AJ, Lazdam M, Rai A, Francis J, Myerson S et al (2013) Global and regional left ventricular myocardial deformation measures by magnetic resonance feature tracking in healthy volunteers: comparison with tagging and relevance of gender. J Cardiovasc Magn Reson 15:8CrossRefPubMedPubMedCentral Augustine D, Lewandowski AJ, Lazdam M, Rai A, Francis J, Myerson S et al (2013) Global and regional left ventricular myocardial deformation measures by magnetic resonance feature tracking in healthy volunteers: comparison with tagging and relevance of gender. J Cardiovasc Magn Reson 15:8CrossRefPubMedPubMedCentral
20.
go back to reference Schuster A, Kutty S, Padiyath A, Parish V, Gribben P, Danford DA et al (2011) Cardiovascular magnetic resonance myocardial feature tracking detects quantitative wall motion during dobutamine stress. J Cardiovasc Magn Reson 13:58CrossRefPubMedPubMedCentral Schuster A, Kutty S, Padiyath A, Parish V, Gribben P, Danford DA et al (2011) Cardiovascular magnetic resonance myocardial feature tracking detects quantitative wall motion during dobutamine stress. J Cardiovasc Magn Reson 13:58CrossRefPubMedPubMedCentral
21.
go back to reference Hor KN, Gottliebson WM, Carson C, Wash E, Cnota J, Fleck R et al (2010) Comparison of magnetic resonance feature tracking for strain calculation with harmonic phase imaging analysis. JACC Cardiovasc Imaging 3(2):144–151CrossRefPubMed Hor KN, Gottliebson WM, Carson C, Wash E, Cnota J, Fleck R et al (2010) Comparison of magnetic resonance feature tracking for strain calculation with harmonic phase imaging analysis. JACC Cardiovasc Imaging 3(2):144–151CrossRefPubMed
22.
go back to reference Hor KN, Baumann R, Pedrizzetti G, Tonti G, Gottliebson WM, Taylor M et al (2011) Magnetic resonance derived myocardial strain assessment using feature tracking. J Vis Exp 48:2356 Hor KN, Baumann R, Pedrizzetti G, Tonti G, Gottliebson WM, Taylor M et al (2011) Magnetic resonance derived myocardial strain assessment using feature tracking. J Vis Exp 48:2356
23.
go back to reference Eitel I, Stiermaier T, Lange T, Rommel K-P, Koschalka A, Kowallick JT et al (2018) Cardiac magnetic resonance myocardial feature tracking for optimized prediction of cardiovascular events following myocardial infarction. Cardiovasc Imaging: JACC 11:1433–1444 Eitel I, Stiermaier T, Lange T, Rommel K-P, Koschalka A, Kowallick JT et al (2018) Cardiac magnetic resonance myocardial feature tracking for optimized prediction of cardiovascular events following myocardial infarction. Cardiovasc Imaging: JACC 11:1433–1444
24.
go back to reference Dall’Armellina E, Piechnik S, Ferreira V, Si QL, Robson M, Francis J et al (2012) Cardiovascular magnetic resonance by non contrast T1-mapping allows assessment of severity of injury in acute myocardial infarction. J Cardiovasc Magn Reson 14(1):15CrossRefPubMedPubMedCentral Dall’Armellina E, Piechnik S, Ferreira V, Si QL, Robson M, Francis J et al (2012) Cardiovascular magnetic resonance by non contrast T1-mapping allows assessment of severity of injury in acute myocardial infarction. J Cardiovasc Magn Reson 14(1):15CrossRefPubMedPubMedCentral
25.
go back to reference Piechnik SK, Ferreira VM, Dall’Armellina E, Cochlin LE, Greiser A, Neubauer S et al (2010) 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 12:69CrossRefPubMedPubMedCentral Piechnik SK, Ferreira VM, Dall’Armellina E, Cochlin LE, Greiser A, Neubauer S et al (2010) 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 12:69CrossRefPubMedPubMedCentral
26.
go back to reference Ugander M, Bagi PS, Oki AJ, Chen B, Hsu L-Y, Aletras AH et al (2012) Myocardial edema as detected by pre-contrast T1 and T2 CMR delineates area at risk associated with acute myocardial infarction. JACC: Cardiovasc Imaging 5(6):596–603 Ugander M, Bagi PS, Oki AJ, Chen B, Hsu L-Y, Aletras AH et al (2012) Myocardial edema as detected by pre-contrast T1 and T2 CMR delineates area at risk associated with acute myocardial infarction. JACC: Cardiovasc Imaging 5(6):596–603
27.
go back to reference Kali A, Choi EY, Sharif B, Kim YJ, Bi X, Spottiswoode B et al (2015) Native T1 mapping by 3-T CMR Imaging for characterization of chronic myocardial infarctions. JACC Cardiovasc Imaging 8(9):1019–1030CrossRefPubMed Kali A, Choi EY, Sharif B, Kim YJ, Bi X, Spottiswoode B et al (2015) Native T1 mapping by 3-T CMR Imaging for characterization of chronic myocardial infarctions. JACC Cardiovasc Imaging 8(9):1019–1030CrossRefPubMed
28.
go back to reference Eitel I, Desch S, Fuernau G, Hildebrand L, Gutberlet M, Schuler G et al (2010) Prognostic significance and determinants of myocardial salvage assessed by cardiovascular magnetic resonance in acute reperfused myocardial infarction. J Am Coll Cardiol 55(22):2470–2479CrossRefPubMed Eitel I, Desch S, Fuernau G, Hildebrand L, Gutberlet M, Schuler G et al (2010) Prognostic significance and determinants of myocardial salvage assessed by cardiovascular magnetic resonance in acute reperfused myocardial infarction. J Am Coll Cardiol 55(22):2470–2479CrossRefPubMed
29.
go back to reference Khan JN, Singh A, Nazir SA, Kanagala P, Gershlick AH, McCann GP (2015) Comparison of cardiovascular magnetic resonance feature tracking and tagging for the assessment of left ventricular systolic strain in acute myocardial infarction. Eur J Radiol 84(5):840–848CrossRefPubMed Khan JN, Singh A, Nazir SA, Kanagala P, Gershlick AH, McCann GP (2015) Comparison of cardiovascular magnetic resonance feature tracking and tagging for the assessment of left ventricular systolic strain in acute myocardial infarction. Eur J Radiol 84(5):840–848CrossRefPubMed
30.
go back to reference Morton G, Schuster A, Jogiya R, Kutty S, Beerbaum P, Nagel E (2012) Inter-study reproducibility of cardiovascular magnetic resonance myocardial feature tracking. J Cardiovasc Magn Reson 14:43CrossRefPubMedPubMedCentral Morton G, Schuster A, Jogiya R, Kutty S, Beerbaum P, Nagel E (2012) Inter-study reproducibility of cardiovascular magnetic resonance myocardial feature tracking. J Cardiovasc Magn Reson 14:43CrossRefPubMedPubMedCentral
31.
go back to reference Carberry J, Carrick D, Haig C, Rauhalammi SM, Ahmed N, Mordi I et al (2016) Remote zone extracellular volume and left ventricular remodeling in survivors of ST-elevation myocardial infarction. Hypertension 68(2):385–391CrossRefPubMed Carberry J, Carrick D, Haig C, Rauhalammi SM, Ahmed N, Mordi I et al (2016) Remote zone extracellular volume and left ventricular remodeling in survivors of ST-elevation myocardial infarction. Hypertension 68(2):385–391CrossRefPubMed
32.
go back to reference Fisher RA (1915) Frequency distribution of the values of the correlation coeffients in samples from an indefinitely large population. Biometrika 10(4):507–521 Fisher RA (1915) Frequency distribution of the values of the correlation coeffients in samples from an indefinitely large population. Biometrika 10(4):507–521
33.
go back to reference Piechnik SK, Ferreira VM, Lewandowski AJ, Ntusi NA, Banerjee R, Holloway C et al (2013) Normal variation of magnetic resonance T1 relaxation times in the human population at 1.5 T using ShMOLLI. J Cardiovasc Magn Reson 15(1):13CrossRefPubMedPubMedCentral Piechnik SK, Ferreira VM, Lewandowski AJ, Ntusi NA, Banerjee R, Holloway C et al (2013) Normal variation of magnetic resonance T1 relaxation times in the human population at 1.5 T using ShMOLLI. J Cardiovasc Magn Reson 15(1):13CrossRefPubMedPubMedCentral
34.
go back to reference Buss SJ, Krautz B, Hofmann N, Sander Y, Rust L, Giusca S et al (2015) Prediction of functional recovery by cardiac magnetic resonance feature tracking imaging in first time ST-elevation myocardial infarction. Comparison to infarct size and transmurality by late gadolinium enhancement. Int J Cardiol 183:162–170CrossRefPubMed Buss SJ, Krautz B, Hofmann N, Sander Y, Rust L, Giusca S et al (2015) Prediction of functional recovery by cardiac magnetic resonance feature tracking imaging in first time ST-elevation myocardial infarction. Comparison to infarct size and transmurality by late gadolinium enhancement. Int J Cardiol 183:162–170CrossRefPubMed
35.
go back to reference Dall’Armellina E, Karia N, Lindsay AC, Karamitsos TD, Ferreira V, Robson MD et al (2011) Dynamic changes of edema and late gadolinium enhancement after acute myocardial infarction and their relationship to functional recovery and salvage index. Circ Cardiovasc Imaging 4(3):228–236CrossRefPubMedPubMedCentral Dall’Armellina E, Karia N, Lindsay AC, Karamitsos TD, Ferreira V, Robson MD et al (2011) Dynamic changes of edema and late gadolinium enhancement after acute myocardial infarction and their relationship to functional recovery and salvage index. Circ Cardiovasc Imaging 4(3):228–236CrossRefPubMedPubMedCentral
36.
go back to reference Lee WW, Marinelli B, van der Laan AM, Sena BF, Gorbatov R, Leuschner F et al (2012) PET/MRI of inflammation in myocardial infarction. J Am Coll Cardiol 59(2):153–163CrossRefPubMedPubMedCentral Lee WW, Marinelli B, van der Laan AM, Sena BF, Gorbatov R, Leuschner F et al (2012) PET/MRI of inflammation in myocardial infarction. J Am Coll Cardiol 59(2):153–163CrossRefPubMedPubMedCentral
Metadata
Title
Combined T1-mapping and tissue tracking analysis predicts severity of ischemic injury following acute STEMI—an Oxford Acute Myocardial Infarction (OxAMI) study
Authors
Malgorzata Wamil
Alessandra Borlotti
Dan Liu
André Briosa e Gala
Alessia Bracco
Mohammad Alkhalil
Giovanni Luigi De Maria
Stefan K. Piechnik
Vanessa M. Ferreira
Adrian P. Banning
Rajesh K. Kharbanda
Stefan Neubauer
Robin P. Choudhury
Keith M. Channon
Erica Dall’Armellina
Publication date
01-07-2019
Publisher
Springer Netherlands
Published in
The International Journal of Cardiovascular Imaging / Issue 7/2019
Print ISSN: 1569-5794
Electronic ISSN: 1875-8312
DOI
https://doi.org/10.1007/s10554-019-01542-8

Other articles of this Issue 7/2019

The International Journal of Cardiovascular Imaging 7/2019 Go to the issue