Skip to main content
Top
Published in: Journal of Cardiovascular Magnetic Resonance 1/2020

01-12-2020 | Magnetic Resonance Imaging | Research

Layer-specific strain in patients with heart failure using cardiovascular magnetic resonance: not all layers are the same

Authors: Lingyu Xu, Joseph J. Pagano, Mark J. Haykowksy, Justin A. Ezekowitz, Gavin Y. Oudit, Yoko Mikami, Andrew Howarth, James A. White, Jason R. B. Dyck, Todd Anderson, D. Ian Paterson, Richard B. Thompson, for the AB HEART Investigators

Published in: Journal of Cardiovascular Magnetic Resonance | Issue 1/2020

Login to get access

Abstract

Background

Global longitudinal strain (GLS), most commonly measured at the endocardium, has been shown to be superior to left ventricular (LV) ejection fraction (LVEF) for the identification of systolic dysfunction and prediction of outcomes in heart failure (HF). We hypothesized that strains measured at different myocardial layers (endocardium = ENDO, epicardium = EPI, average = AVE) will have distinct diagnostic and predictive performance for patients with HF.

Methods

Layer-specific GLS, layer-specific global circumferential strain (GCS) and global radial strain (GRS) were evaluated by cardiovascular magnetic resonance imaging (CMR) feature tracking in the Alberta HEART study. A total of 453 subjects consisted of healthy controls (controls, n = 77), at-risk for HF (at-risk, n = 143), HF with preserved ejection fraction (HFpEF, n = 87), HF with mid-range ejection fraction (HFmrEF, n = 88) and HF with reduced ejection fraction (HFrEF, n = 58). For outcomes analysis, CMR-derived imaging parameters were adjusted with a base model that included age and N-terminal prohormone of b-type natriuretic peptide (NT-proBNP) to test their independent association with 5-year all-cause mortality.

Results

GLS_EPI distinguished all groups with preserved LVEF (controls − 16.5 ± 2.4% vs. at-risk − 15.5 ± 2.7% vs. HFpEF − 14.1 ± 3.0%, p < 0.001) while GLS_ENDO and all GCS (all layers) were similar among these groups. GRS was reduced in HFpEF (41.1 ± 13.8% versus 48.9 ± 10.7% in controls, p < 0.001) and the difference between GLS_EPI and GLS_ENDO were significantly larger in HFpEF as compared to controls. Within the preserved LVEF groups, reduced GRS and GLS_EPI were significantly associated with increased LV mass (LVM) and LVM/LV end-diastolic volume EDV (concentricity). In multivariable analysis, only GLS_AVE and GRS predicted 5-year all-cause mortality (all ps < 0.05), with the strongest association with 5-year all-cause mortality by Akaike Information Criterion analysis and significant incremental value for outcomes prediction beyond LVEF or GLS_ENDO by the likelihood ratio test.

Conclusion

Global strains measured on endocardium, epicardium or averaged across the wall thickness are not equivalent for the identification of systolic dysfunction or outcomes prediction in HF. The endocardium-specific strains were shown to have poorest all-around performance. GLS_AVE and GRS were the only CMR parameters to be significantly associated with 5-year all-cause mortality in multivariable analysis. GLS_EPI and GRS, as well as the difference in endocardial and epicardial strains, were sensitive to systolic dysfunction among HF patients with normal LVEF (> 55%), in whom lower strains were associated with increased concentricity.
Appendix
Available only for authorised users
Literature
1.
go back to reference Yancy CW, Jessup M, Bozkurt B, Butler J, Casey DE Jr, Drazner MH, et al. 2013 ACCF/AHA guideline for the management of heart failure: a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines. J Am Coll Cardiol. 2013;62 (16):e147-239.PubMedCrossRef Yancy CW, Jessup M, Bozkurt B, Butler J, Casey DE Jr, Drazner MH, et al. 2013 ACCF/AHA guideline for the management of heart failure: a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines. J Am Coll Cardiol. 2013;62 (16):e147-239.PubMedCrossRef
2.
go back to reference Ponikowski P, Voors AA, Anker SD, Bueno H, Cleland JG, Coats AJ, et al. ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure: The Task Force for the diagnosis and treatment of acute and chronic heart failure of the European Society of Cardiology (ESC). Developed with the special contribution of the Heart Failure Association (HFA) of the ESC. Eur J Heart Fail. 2016;18 (8):891–975.PubMedCrossRef Ponikowski P, Voors AA, Anker SD, Bueno H, Cleland JG, Coats AJ, et al. ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure: The Task Force for the diagnosis and treatment of acute and chronic heart failure of the European Society of Cardiology (ESC). Developed with the special contribution of the Heart Failure Association (HFA) of the ESC. Eur J Heart Fail. 2016;18 (8):891–975.PubMedCrossRef
3.
go back to reference Ezekowitz JA, O’Meara E, McDonald MA, Abrams H, Chan M, Ducharme A, et al. 2017 comprehensive update of the canadian cardiovascular society guidelines for the management of heart failure. Can J Cardiol. 2017;33 (11):1342–433.PubMedCrossRef Ezekowitz JA, O’Meara E, McDonald MA, Abrams H, Chan M, Ducharme A, et al. 2017 comprehensive update of the canadian cardiovascular society guidelines for the management of heart failure. Can J Cardiol. 2017;33 (11):1342–433.PubMedCrossRef
4.
go back to reference Shah KS, Xu H, Matsouaka RA, Bhatt DL, Heidenreich PA, Hernandez AF, et al. Heart failure with preserved, borderline, and reduced ejection fraction: 5-year outcomes. J Am Coll Cardiol. 2017;70 (20):2476–86.PubMedCrossRef Shah KS, Xu H, Matsouaka RA, Bhatt DL, Heidenreich PA, Hernandez AF, et al. Heart failure with preserved, borderline, and reduced ejection fraction: 5-year outcomes. J Am Coll Cardiol. 2017;70 (20):2476–86.PubMedCrossRef
5.
go back to reference Aimo A, Januzzi JL Jr, Vergaro G, Petersen C, Pasanisi EM, Molinaro S, et al. Left ventricular ejection fraction for risk stratification in chronic systolic heart failure. Int J Cardiol. 2018;273:136–40.PubMedCrossRef Aimo A, Januzzi JL Jr, Vergaro G, Petersen C, Pasanisi EM, Molinaro S, et al. Left ventricular ejection fraction for risk stratification in chronic systolic heart failure. Int J Cardiol. 2018;273:136–40.PubMedCrossRef
6.
go back to reference Kraigher-Krainer E, Shah AM, Gupta DK, Santos A, Claggett B, Pieske B, et al. Impaired systolic function by strain imaging in heart failure with preserved ejection fraction. J Am Coll Cardiol. 2014;63 (5):447–56.PubMedCrossRef Kraigher-Krainer E, Shah AM, Gupta DK, Santos A, Claggett B, Pieske B, et al. Impaired systolic function by strain imaging in heart failure with preserved ejection fraction. J Am Coll Cardiol. 2014;63 (5):447–56.PubMedCrossRef
7.
go back to reference Park JJ, Park JB, Park JH, Cho GY. Global longitudinal strain to predict mortality in patients with acute heart failure. J Am Coll Cardiol. 2018;71 (18):1947–57.PubMedCrossRef Park JJ, Park JB, Park JH, Cho GY. Global longitudinal strain to predict mortality in patients with acute heart failure. J Am Coll Cardiol. 2018;71 (18):1947–57.PubMedCrossRef
9.
go back to reference Shi J, Pan C, Kong D, Cheng L, Shu X. Left ventricular longitudinal and circumferential layer-specific myocardial strains and their determinants in healthy subjects. Echocardiography. 2016;33 (4):510–8.PubMedCrossRef Shi J, Pan C, Kong D, Cheng L, Shu X. Left ventricular longitudinal and circumferential layer-specific myocardial strains and their determinants in healthy subjects. Echocardiography. 2016;33 (4):510–8.PubMedCrossRef
10.
go back to reference Tanacli R, Hashemi D, Lapinskas T, Edelmann F, Gebker R, Pedrizzetti G, et al. Range variability in CMR feature tracking multilayer strain across different stages of heart failure. Sci Rep. 2019;9 (1):16478.PubMedPubMedCentralCrossRef Tanacli R, Hashemi D, Lapinskas T, Edelmann F, Gebker R, Pedrizzetti G, et al. Range variability in CMR feature tracking multilayer strain across different stages of heart failure. Sci Rep. 2019;9 (1):16478.PubMedPubMedCentralCrossRef
11.
go back to reference Shah AM, Claggett B, Sweitzer NK, Shah SJ, Anand IS, Liu L, et al. Prognostic importance of impaired systolic function in heart failure with preserved ejection fraction and the impact of spironolactone. Circulation. 2015;132 (5):402–14.PubMedPubMedCentralCrossRef Shah AM, Claggett B, Sweitzer NK, Shah SJ, Anand IS, Liu L, et al. Prognostic importance of impaired systolic function in heart failure with preserved ejection fraction and the impact of spironolactone. Circulation. 2015;132 (5):402–14.PubMedPubMedCentralCrossRef
12.
go back to reference Iacoviello M, Puzzovivo A, Guida P, Forleo C, Monitillo F, Catanzaro R, et al. Independent role of left ventricular global longitudinal strain in predicting prognosis of chronic heart failure patients. Echocardiography. 2013;30 (7):803–11.PubMedCrossRef Iacoviello M, Puzzovivo A, Guida P, Forleo C, Monitillo F, Catanzaro R, et al. Independent role of left ventricular global longitudinal strain in predicting prognosis of chronic heart failure patients. Echocardiography. 2013;30 (7):803–11.PubMedCrossRef
13.
go back to reference Sarvari SI, Haugaa KH, Zahid W, Bendz B, Aakhus S, Aaberge L, et al. Layer-specific quantification of myocardial deformation by strain echocardiography may reveal significant CAD in patients with non-ST-segment elevation acute coronary syndrome. JACC Cardiovasc Imaging. 2013;6 (5):535–44.PubMedCrossRef Sarvari SI, Haugaa KH, Zahid W, Bendz B, Aakhus S, Aaberge L, et al. Layer-specific quantification of myocardial deformation by strain echocardiography may reveal significant CAD in patients with non-ST-segment elevation acute coronary syndrome. JACC Cardiovasc Imaging. 2013;6 (5):535–44.PubMedCrossRef
14.
go back to reference Scharrenbroich J, Hamada S, Keszei A, Schroder J, Napp A, Almalla M, et al. Use of two-dimensional speckle tracking echocardiography to predict cardiac events: Comparison of patients with acute myocardial infarction and chronic coronary artery disease. Clin Cardiol. 2018;41 (1):111–8.PubMedPubMedCentralCrossRef Scharrenbroich J, Hamada S, Keszei A, Schroder J, Napp A, Almalla M, et al. Use of two-dimensional speckle tracking echocardiography to predict cardiac events: Comparison of patients with acute myocardial infarction and chronic coronary artery disease. Clin Cardiol. 2018;41 (1):111–8.PubMedPubMedCentralCrossRef
15.
go back to reference Hamada S, Schroeder J, Hoffmann R, Altiok E, Keszei A, Almalla M, et al. Prediction of outcomes in patients with chronic ischemic cardiomyopathy by layer-specific strain echocardiography: a proof of concept. J Am Soc Echocardiogr. 2016;29 (5):412–20.PubMedCrossRef Hamada S, Schroeder J, Hoffmann R, Altiok E, Keszei A, Almalla M, et al. Prediction of outcomes in patients with chronic ischemic cardiomyopathy by layer-specific strain echocardiography: a proof of concept. J Am Soc Echocardiogr. 2016;29 (5):412–20.PubMedCrossRef
16.
go back to reference Skaarup KG, Iversen A, Jorgensen PG, Olsen FJ, Grove GL, Jensen JS, et al. Association between layer-specific global longitudinal strain and adverse outcomes following acute coronary syndrome. Eur Heart J Cardiovasc Imaging. 2018;19 (12):1334–42.PubMedCrossRef Skaarup KG, Iversen A, Jorgensen PG, Olsen FJ, Grove GL, Jensen JS, et al. Association between layer-specific global longitudinal strain and adverse outcomes following acute coronary syndrome. Eur Heart J Cardiovasc Imaging. 2018;19 (12):1334–42.PubMedCrossRef
17.
go back to reference Lee WH, Liu YW, Yang LT, Tsai WC. Prognostic value of longitudinal strain of subepicardial myocardium in patients with hypertension. J Hypertens. 2016;34 (6):1195–200.PubMedCrossRef Lee WH, Liu YW, Yang LT, Tsai WC. Prognostic value of longitudinal strain of subepicardial myocardium in patients with hypertension. J Hypertens. 2016;34 (6):1195–200.PubMedCrossRef
18.
go back to reference Caspar T, Fichot M, Ohana M, El Ghannudi S, Morel O, Ohlmann P. Late detection of left ventricular dysfunction using two-dimensional and three-dimensional speckle-tracking echocardiography in patients with history of nonsevere acute myocarditis. J Am Soc Echocardiogr. 2017;30 (8):756–62.PubMedCrossRef Caspar T, Fichot M, Ohana M, El Ghannudi S, Morel O, Ohlmann P. Late detection of left ventricular dysfunction using two-dimensional and three-dimensional speckle-tracking echocardiography in patients with history of nonsevere acute myocarditis. J Am Soc Echocardiogr. 2017;30 (8):756–62.PubMedCrossRef
19.
go back to reference Kuznetsova T, Cauwenberghs N, Knez J, Yang WY, Herbots L, D’Hooge J, et al. Additive prognostic value of left ventricular systolic dysfunction in a population-based cohort. Circ Cardiovasc Imaging. 2016;9:7.CrossRef Kuznetsova T, Cauwenberghs N, Knez J, Yang WY, Herbots L, D’Hooge J, et al. Additive prognostic value of left ventricular systolic dysfunction in a population-based cohort. Circ Cardiovasc Imaging. 2016;9:7.CrossRef
20.
go back to reference Ezekowitz JA, Becher H, Belenkie I, Clark AM, Duff HJ, Friedrich MG, et al. The Alberta Heart Failure Etiology and Analysis Research Team (HEART) study. BMC Cardiovasc Disord. 2014;14:91.PubMedPubMedCentralCrossRef Ezekowitz JA, Becher H, Belenkie I, Clark AM, Duff HJ, Friedrich MG, et al. The Alberta Heart Failure Etiology and Analysis Research Team (HEART) study. BMC Cardiovasc Disord. 2014;14:91.PubMedPubMedCentralCrossRef
21.
go back to reference He KL, Burkhoff D, Leng WX, Liang ZR, Fan L, Wang J, et al. Comparison of ventricular structure and function in Chinese patients with heart failure and ejection fractions >55% versus 40% to 55% versus <40%. Am J Cardiol. 2009;103 (6):845–51.PubMedPubMedCentralCrossRef He KL, Burkhoff D, Leng WX, Liang ZR, Fan L, Wang J, et al. Comparison of ventricular structure and function in Chinese patients with heart failure and ejection fractions >55% versus 40% to 55% versus <40%. Am J Cardiol. 2009;103 (6):845–51.PubMedPubMedCentralCrossRef
22.
go back to reference Ueda T, Kawakami R, Nishida T, Onoue K, Soeda T, Okayama S, et al. Left ventricular ejection fraction (EF) of 55% as cutoff for late transition from heart failure (HF) with preserved EF to HF with mildly reduced EF. Circ J. 2015;79 (10):2209–15.PubMedCrossRef Ueda T, Kawakami R, Nishida T, Onoue K, Soeda T, Okayama S, et al. Left ventricular ejection fraction (EF) of 55% as cutoff for late transition from heart failure (HF) with preserved EF to HF with mildly reduced EF. Circ J. 2015;79 (10):2209–15.PubMedCrossRef
23.
go back to reference Robinson JD, Lupkiewicz SM, Palenik L, Lopez LM, Ariet M. Determination of ideal body weight for drug dosage calculations. Am J Hosp Pharm. 1983;40 (6):1016–9.PubMed Robinson JD, Lupkiewicz SM, Palenik L, Lopez LM, Ariet M. Determination of ideal body weight for drug dosage calculations. Am J Hosp Pharm. 1983;40 (6):1016–9.PubMed
24.
go back to reference Klein S, Staring M, Murphy K, Viergever MA, Pluim JPW. elastix: a toolbox for intensity-based medical image registration. IEEE T Med Imaging. 2010;29 (1):196–205.CrossRef Klein S, Staring M, Murphy K, Viergever MA, Pluim JPW. elastix: a toolbox for intensity-based medical image registration. IEEE T Med Imaging. 2010;29 (1):196–205.CrossRef
25.
go back to reference Pedrizzetti G, Claus P, Kilner PJ, Nagel E. Principles of cardiovascular magnetic resonance feature tracking and echocardiographic speckle tracking for informed clinical use. J Cardiovasc Magn Reson. 2016;18 (1):51.PubMedPubMedCentralCrossRef Pedrizzetti G, Claus P, Kilner PJ, Nagel E. Principles of cardiovascular magnetic resonance feature tracking and echocardiographic speckle tracking for informed clinical use. J Cardiovasc Magn Reson. 2016;18 (1):51.PubMedPubMedCentralCrossRef
26.
go back to reference Taylor RJ, Moody WE, Umar F, Edwards NC, Taylor TJ, Stegemann B, et al. Myocardial strain measurement with feature-tracking cardiovascular magnetic resonance: normal values. Eur Heart J Cardiovasc Imaging. 2015;16 (8):871–81.PubMedCrossRef Taylor RJ, Moody WE, Umar F, Edwards NC, Taylor TJ, Stegemann B, et al. Myocardial strain measurement with feature-tracking cardiovascular magnetic resonance: normal values. Eur Heart J Cardiovasc Imaging. 2015;16 (8):871–81.PubMedCrossRef
27.
go back to reference Royston P, White IR. Multiple imputation by chained equations (MICE): implementation in stata. J Stat Softw. 2011;45 (4):1–20.CrossRef Royston P, White IR. Multiple imputation by chained equations (MICE): implementation in stata. J Stat Softw. 2011;45 (4):1–20.CrossRef
28.
go back to reference Burnham KP, Anderson DR. Multimodel inference - understanding AIC and BIC in model selection. Sociol Method Res. 2004;33 (2):261–304.CrossRef Burnham KP, Anderson DR. Multimodel inference - understanding AIC and BIC in model selection. Sociol Method Res. 2004;33 (2):261–304.CrossRef
29.
go back to reference Alcidi GM, Esposito R, Evola V, Santoro C, Lembo M, Sorrentino R, et al. Normal reference values of multilayer longitudinal strain according to age decades in a healthy population: a single-centre experience. Eur Heart J Cardiovasc Imaging. 2018;19 (12):1390–6.PubMed Alcidi GM, Esposito R, Evola V, Santoro C, Lembo M, Sorrentino R, et al. Normal reference values of multilayer longitudinal strain according to age decades in a healthy population: a single-centre experience. Eur Heart J Cardiovasc Imaging. 2018;19 (12):1390–6.PubMed
30.
go back to reference Nagata Y, Wu VC, Otsuji Y, Takeuchi M. Normal range of myocardial layer-specific strain using two-dimensional speckle tracking echocardiography. PLoS ONE. 2017;12 (6):e0180584.PubMedPubMedCentralCrossRef Nagata Y, Wu VC, Otsuji Y, Takeuchi M. Normal range of myocardial layer-specific strain using two-dimensional speckle tracking echocardiography. PLoS ONE. 2017;12 (6):e0180584.PubMedPubMedCentralCrossRef
31.
go back to reference Romano S, Judd RM, Kim RJ, Heitner JF, Shah DJ, Shenoy C, et al. Feature-tracking global longitudinal strain predicts mortality in patients with preserved ejection fraction: a multicenter study. JACC Cardiovasc Imaging. 2020;13 (4):940–7.PubMedCrossRef Romano S, Judd RM, Kim RJ, Heitner JF, Shah DJ, Shenoy C, et al. Feature-tracking global longitudinal strain predicts mortality in patients with preserved ejection fraction: a multicenter study. JACC Cardiovasc Imaging. 2020;13 (4):940–7.PubMedCrossRef
32.
go back to reference Buggey J, Alenezi F, Yoon HJ, Phelan M, DeVore AD, Khouri MG, et al. Left ventricular global longitudinal strain in patients with heart failure with preserved ejection fraction: outcomes following an acute heart failure hospitalization. ESC Heart Fail. 2017;4 (4):432–9.PubMedPubMedCentralCrossRef Buggey J, Alenezi F, Yoon HJ, Phelan M, DeVore AD, Khouri MG, et al. Left ventricular global longitudinal strain in patients with heart failure with preserved ejection fraction: outcomes following an acute heart failure hospitalization. ESC Heart Fail. 2017;4 (4):432–9.PubMedPubMedCentralCrossRef
33.
go back to reference Myhre PL, Vaduganathan M, Claggett BL, Anand IS, Sweitzer NK, Fang JC, et al. Association of natriuretic peptides with cardiovascular prognosis in heart failure with preserved ejection fraction: secondary analysis of the TOPCAT randomized clinical trial. JAMA Cardiol. 2018;3 (10):1000–5.PubMedPubMedCentralCrossRef Myhre PL, Vaduganathan M, Claggett BL, Anand IS, Sweitzer NK, Fang JC, et al. Association of natriuretic peptides with cardiovascular prognosis in heart failure with preserved ejection fraction: secondary analysis of the TOPCAT randomized clinical trial. JAMA Cardiol. 2018;3 (10):1000–5.PubMedPubMedCentralCrossRef
34.
go back to reference York MK, Gupta DK, Reynolds CF, Farber-Eger E, Wells QS, Bachmann KN, et al. B-type natriuretic peptide levels and mortality in patients with and without heart failure. J Am Coll Cardiol. 2018;71 (19):2079–88.PubMedPubMedCentralCrossRef York MK, Gupta DK, Reynolds CF, Farber-Eger E, Wells QS, Bachmann KN, et al. B-type natriuretic peptide levels and mortality in patients with and without heart failure. J Am Coll Cardiol. 2018;71 (19):2079–88.PubMedPubMedCentralCrossRef
35.
go back to reference Sardana M, Konda P, Hashmath Z, Oldland G, Gaddam S, Miller R, et al. Usefulness of left ventricular strain by cardiac magnetic resonance feature-tracking to predict cardiovascular events in patients with and without heart failure. Am J Cardiol. 2019;123 (8):1301–8.PubMedPubMedCentralCrossRef Sardana M, Konda P, Hashmath Z, Oldland G, Gaddam S, Miller R, et al. Usefulness of left ventricular strain by cardiac magnetic resonance feature-tracking to predict cardiovascular events in patients with and without heart failure. Am J Cardiol. 2019;123 (8):1301–8.PubMedPubMedCentralCrossRef
36.
go back to reference Stokke TM, Hasselberg NE, Smedsrud MK, Sarvari SI, Haugaa KH, Smiseth OA, et al. Geometry as a confounder when assessing ventricular systolic function: comparison between ejection fraction and strain. J Am Coll Cardiol. 2017;70 (8):942–54.PubMedCrossRef Stokke TM, Hasselberg NE, Smedsrud MK, Sarvari SI, Haugaa KH, Smiseth OA, et al. Geometry as a confounder when assessing ventricular systolic function: comparison between ejection fraction and strain. J Am Coll Cardiol. 2017;70 (8):942–54.PubMedCrossRef
37.
go back to reference MacIver DH, Adeniran I, Zhang H. Left ventricular ejection fraction is determined by both global myocardial strain and wall thickness. Int J Cardiol Heart Vasc. 2015;7:113–8.PubMedPubMedCentral MacIver DH, Adeniran I, Zhang H. Left ventricular ejection fraction is determined by both global myocardial strain and wall thickness. Int J Cardiol Heart Vasc. 2015;7:113–8.PubMedPubMedCentral
38.
go back to reference Aurigemma GP, Silver KH, Priest MA, Gaasch WH. Geometric changes allow normal ejection fraction despite depressed myocardial shortening in hypertensive left ventricular hypertrophy. J Am Coll Cardiol. 1995;26 (1):195–202.PubMedCrossRef Aurigemma GP, Silver KH, Priest MA, Gaasch WH. Geometric changes allow normal ejection fraction despite depressed myocardial shortening in hypertensive left ventricular hypertrophy. J Am Coll Cardiol. 1995;26 (1):195–202.PubMedCrossRef
39.
go back to reference Schillaci G, Verdecchia P, Porcellati C, Cuccurullo O, Cosco C, Perticone F. Continuous relation between left ventricular mass and cardiovascular risk in essential hypertension. Hypertension. 2000;35 (2):580–6.PubMedCrossRef Schillaci G, Verdecchia P, Porcellati C, Cuccurullo O, Cosco C, Perticone F. Continuous relation between left ventricular mass and cardiovascular risk in essential hypertension. Hypertension. 2000;35 (2):580–6.PubMedCrossRef
40.
go back to reference Armstrong AC, Gidding S, Gjesdal O, Wu C, Bluemke DA, Lima JA. LV mass assessed by echocardiography and CMR, cardiovascular outcomes, and medical practice. JACC Cardiovasc Imaging. 2012;5 (8):837–48.PubMedPubMedCentralCrossRef Armstrong AC, Gidding S, Gjesdal O, Wu C, Bluemke DA, Lima JA. LV mass assessed by echocardiography and CMR, cardiovascular outcomes, and medical practice. JACC Cardiovasc Imaging. 2012;5 (8):837–48.PubMedPubMedCentralCrossRef
41.
go back to reference Kuetting DLR, Feisst A, Dabir D, Homsi R, Sprinkart AM, Luetkens J, et al. Comparison of magnetic resonance feature tracking with CSPAMM HARP for the assessment of global and regional layer specific strain. Int J Cardiol. 2017;244:340–6.PubMedCrossRef Kuetting DLR, Feisst A, Dabir D, Homsi R, Sprinkart AM, Luetkens J, et al. Comparison of magnetic resonance feature tracking with CSPAMM HARP for the assessment of global and regional layer specific strain. Int J Cardiol. 2017;244:340–6.PubMedCrossRef
42.
go back to reference Maciver DH. The relative impact of circumferential and longitudinal shortening on left ventricular ejection fraction and stroke volume. Exp Clin Cardiol. 2012;17 (1):5–11.PubMedPubMedCentral Maciver DH. The relative impact of circumferential and longitudinal shortening on left ventricular ejection fraction and stroke volume. Exp Clin Cardiol. 2012;17 (1):5–11.PubMedPubMedCentral
43.
go back to reference Erley J, Genovese D, Tapaskar N, Alvi N, Rashedi N, Besser SA, et al. Echocardiography and cardiovascular magnetic resonance based evaluation of myocardial strain and relationship with late gadolinium enhancement. J Cardiovasc Magn Reson. 2019;21 (1):46.PubMedPubMedCentralCrossRef Erley J, Genovese D, Tapaskar N, Alvi N, Rashedi N, Besser SA, et al. Echocardiography and cardiovascular magnetic resonance based evaluation of myocardial strain and relationship with late gadolinium enhancement. J Cardiovasc Magn Reson. 2019;21 (1):46.PubMedPubMedCentralCrossRef
Metadata
Title
Layer-specific strain in patients with heart failure using cardiovascular magnetic resonance: not all layers are the same
Authors
Lingyu Xu
Joseph J. Pagano
Mark J. Haykowksy
Justin A. Ezekowitz
Gavin Y. Oudit
Yoko Mikami
Andrew Howarth
James A. White
Jason R. B. Dyck
Todd Anderson
D. Ian Paterson
Richard B. Thompson
for the AB HEART Investigators
Publication date
01-12-2020
Publisher
BioMed Central
Published in
Journal of Cardiovascular Magnetic Resonance / Issue 1/2020
Electronic ISSN: 1532-429X
DOI
https://doi.org/10.1186/s12968-020-00680-6

Other articles of this Issue 1/2020

Journal of Cardiovascular Magnetic Resonance 1/2020 Go to the issue