Skip to main content
Top
Published in: Heart and Vessels 1/2022

01-01-2022 | Computed Tomography | Original Article

Left ventricular longitudinal strain is a major determinant of CT-derived three-dimensional maximum principal strain: comparison with two-dimensional speckle tracking echocardiography

Authors: Masaki Kinoshita, Yuki Tanabe, Kazuki Yoshida, Akira Kurata, Yusuke Kobayashi, Teruyoshi Uetani, Katsuji Inoue, Kazuhisa Nishimura, Shuntaro Ikeda, Teruhito Mochizuki, Teruhito Kido, Osamu Yamaguchi

Published in: Heart and Vessels | Issue 1/2022

Login to get access

Abstract

Computed tomography (CT)-derived three-dimensional maximum principal strain (MP-strain) can provide incremental value to coronary CT angiography for cardiac dysfunction assessment with high diagnostic performance in patients with myocardial infarction. Global longitudinal strain (GLS) measured using two-dimensional speckle tracking echocardiography (2D-STE) is more sensitive than left ventricular ejection fraction (LVEF) for detecting early myocardial dysfunction. We aimed to compare CT-derived MP-strain with each of 2D-STE-derived strains (i.e., longitudinal, circumferential, and radial strains), and identify the major determinants of CT-derived MP-strain among 2D-STE-derived strains. We studied 51 patients who underwent cardiac CT and echocardiography. CT images were reconstructed at every 5% (0–95%) of the RR interval. A dedicated workstation was used to analyze CT-derived MP-strain on the 16-segment model. We calculated CT-derived global MP-strain with all the 16 segments on a per patient basis. Pearson’s test was used to assess correlations between CT-derived MP-strain and STE-strain at global and segmental levels. The intra-class correlation coefficient for interobserver agreement for CT-derived global MP-strain was 0.98 (95% confidence interval 0.96–0.99). The low-CT-derived global MP-strain group (≤ 0.43) had more patients with LV dysfunction than the high-CT-derived global MP-strain group (> 0.43). CT-derived global MP-strain was associated with STE-GLS (r = 0.738, P < 0.001), global circumferential strain (r = 0.646, P < 0.001), and global radial strain (r = 0.432, P = 0.001). In multivariate analysis, STE-GLS had the strongest association to CT-derived global MP-strain among three directional STE-strains and LVEF by echocardiography (standardized coefficient =  − 0.527, P < 0.001). STE-GLS is a major determinant of CT-derived global MP-strain. CT-derived MP-strain may enhance the value of coronary CT angiography by adding functional information to CT-derived LVEF.
Literature
1.
go back to reference Ponikowski P, Voors AA, Anker SD, Bueno H, Cleland JGF, Coats AJS, Falk V, González-Juanatey JR, Harjola VP, Jankowska EA, Jessup M, Linde C, Nihoyannopoulos P, Parissis JT, Pieske B, Riley JP, Rosano GMC, Ruilope LM, Ruschitzka F, Rutten FH, van der Meer P, ESC Scientific Document Group (2016) 2016 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 Heart J 37:2129–2200CrossRef Ponikowski P, Voors AA, Anker SD, Bueno H, Cleland JGF, Coats AJS, Falk V, González-Juanatey JR, Harjola VP, Jankowska EA, Jessup M, Linde C, Nihoyannopoulos P, Parissis JT, Pieske B, Riley JP, Rosano GMC, Ruilope LM, Ruschitzka F, Rutten FH, van der Meer P, ESC Scientific Document Group (2016) 2016 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 Heart J 37:2129–2200CrossRef
2.
go back to reference Yancy CW, Jessup M, Bozkurt B, Butler J, Casey DE Jr, Drazner MH, Fonarow GC, Geraci SA, Horwich T, Januzzi JL, Johnson MR, Kasper EK, Levy WC, Masoudi FA, McBride PE, McMurray JJ, Mitchell JE, Peterson PN, Riegel B, Sam F, Stevenson LW, Tang WH, Tsai EJ, Wilkoff BL (2013) 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 62:e147–e239CrossRef Yancy CW, Jessup M, Bozkurt B, Butler J, Casey DE Jr, Drazner MH, Fonarow GC, Geraci SA, Horwich T, Januzzi JL, Johnson MR, Kasper EK, Levy WC, Masoudi FA, McBride PE, McMurray JJ, Mitchell JE, Peterson PN, Riegel B, Sam F, Stevenson LW, Tang WH, Tsai EJ, Wilkoff BL (2013) 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 62:e147–e239CrossRef
3.
go back to reference Lang RM, Badano LP, Mor-Avi V, Afilalo J, Armstrong A, Ernande L, Flachskampf FA, Foster E, Goldstein SA, Kuznetsova T, Lancellotti P, Muraru D, Picard MH, Rietzschel ER, Rudski L, Spencer KT, Tsang W, Voigt JU (2015) Recommendations for cardiac chamber quantification by echocardiography in adults: an update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging. Eur Heart J Cardiovasc Imaging 16:233–270CrossRef Lang RM, Badano LP, Mor-Avi V, Afilalo J, Armstrong A, Ernande L, Flachskampf FA, Foster E, Goldstein SA, Kuznetsova T, Lancellotti P, Muraru D, Picard MH, Rietzschel ER, Rudski L, Spencer KT, Tsang W, Voigt JU (2015) Recommendations for cardiac chamber quantification by echocardiography in adults: an update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging. Eur Heart J Cardiovasc Imaging 16:233–270CrossRef
4.
go back to reference Smiseth OA, Torp H, Opdahl A, Haugaa KH, Urheim S (2016) Myocardial strain imaging: how useful is it in clinical decision making? Eur Heart J 37:1196–1207CrossRef Smiseth OA, Torp H, Opdahl A, Haugaa KH, Urheim S (2016) Myocardial strain imaging: how useful is it in clinical decision making? Eur Heart J 37:1196–1207CrossRef
5.
go back to reference Amzulescu MS, De Craene M, Langet H, Pasquet A, Vancraeynest D, Pouleur AC, Vanoverschelde JL, Gerber BL (2019) Myocardial strain imaging: review of general principles, validation, and sources of discrepancies. Eur Heart J Cardiovasc Imaging 20:605–619CrossRef Amzulescu MS, De Craene M, Langet H, Pasquet A, Vancraeynest D, Pouleur AC, Vanoverschelde JL, Gerber BL (2019) Myocardial strain imaging: review of general principles, validation, and sources of discrepancies. Eur Heart J Cardiovasc Imaging 20:605–619CrossRef
6.
go back to reference Motoki H, Borowski AG, Shrestha K, Troughton RW, Tang WH, Thomas JD, Klein AL (2012) Incremental prognostic value of assessing left ventricular myocardial mechanics in patients with chronic systolic heart failure. J Am Coll Cardiol 60:2074–2081CrossRef Motoki H, Borowski AG, Shrestha K, Troughton RW, Tang WH, Thomas JD, Klein AL (2012) Incremental prognostic value of assessing left ventricular myocardial mechanics in patients with chronic systolic heart failure. J Am Coll Cardiol 60:2074–2081CrossRef
7.
go back to reference Vach M, Vogelhuber J, Weber M, Sprinkart AM, Pieper CC, Block W, Kuetting D, Attenberger UI, Luetkens JA (2021) Feasibility of CT-derived myocardial strain measurement in patients with advanced cardiac valve disease. Sci Rep 11:8793CrossRef Vach M, Vogelhuber J, Weber M, Sprinkart AM, Pieper CC, Block W, Kuetting D, Attenberger UI, Luetkens JA (2021) Feasibility of CT-derived myocardial strain measurement in patients with advanced cardiac valve disease. Sci Rep 11:8793CrossRef
8.
go back to reference Tavakoli V, Sahba N (2014) Cardiac motion and strain detection using 4D CT images: comparison with tagged MRI, and echocardiography. Int J Cardiovasc Imaging 30:175–184CrossRef Tavakoli V, Sahba N (2014) Cardiac motion and strain detection using 4D CT images: comparison with tagged MRI, and echocardiography. Int J Cardiovasc Imaging 30:175–184CrossRef
9.
go back to reference Pilla JJ, Koomalsingh KJ, McGarvey JR, Witschey WRT, Dougherty L, Gorman JH, Gorman RC (2015) Regional myocardial three-dimensional principal strains during postinfarction remodeling. Ann Thorac Surg 99:770–778CrossRef Pilla JJ, Koomalsingh KJ, McGarvey JR, Witschey WRT, Dougherty L, Gorman JH, Gorman RC (2015) Regional myocardial three-dimensional principal strains during postinfarction remodeling. Ann Thorac Surg 99:770–778CrossRef
10.
go back to reference Tanabe Y, Kido T, Kurata A, Sawada S, Suekuni H, Kido T, Yokoi T, Uetani T, Inoue K, Miyagawa M, Mochizuki T (2017) Three-dimensional maximum principal strain using cardiac computed tomography for identification of myocardial infarction. Eur Radiol 27:1667–1675CrossRef Tanabe Y, Kido T, Kurata A, Sawada S, Suekuni H, Kido T, Yokoi T, Uetani T, Inoue K, Miyagawa M, Mochizuki T (2017) Three-dimensional maximum principal strain using cardiac computed tomography for identification of myocardial infarction. Eur Radiol 27:1667–1675CrossRef
11.
go back to reference Kawaguchi N, Kurata A, Kido T, Nishiyama Y, Kido T, Miyagawa M, Ogimoto A, Mochizuki T (2014) Optimization of coronary attenuation in coronary computed tomography angiography using diluted contrast material. Circ J 78:662–670CrossRef Kawaguchi N, Kurata A, Kido T, Nishiyama Y, Kido T, Miyagawa M, Ogimoto A, Mochizuki T (2014) Optimization of coronary attenuation in coronary computed tomography angiography using diluted contrast material. Circ J 78:662–670CrossRef
12.
go back to reference Shrimpton PC, Hillier MC, Lewis MA, Dunn M (2006) National survey of doses from CT in the UK: 2003. Br J Radiol 79:968–980CrossRef Shrimpton PC, Hillier MC, Lewis MA, Dunn M (2006) National survey of doses from CT in the UK: 2003. Br J Radiol 79:968–980CrossRef
13.
go back to reference Yoshida K, Tanabe Y, Kido T, Kurata A, Uraoka D, Kinoshita M, Uetani T, Nishimura K, Inoue K, Ikeda S, Yamaguchi O, Mochizuki T (2020) Characteristics of the left ventricular three-dimensional maximum principal strain using cardiac computed tomography: reference values from subjects with normal cardiac function. Eur Radiol 30:6109–6117CrossRef Yoshida K, Tanabe Y, Kido T, Kurata A, Uraoka D, Kinoshita M, Uetani T, Nishimura K, Inoue K, Ikeda S, Yamaguchi O, Mochizuki T (2020) Characteristics of the left ventricular three-dimensional maximum principal strain using cardiac computed tomography: reference values from subjects with normal cardiac function. Eur Radiol 30:6109–6117CrossRef
14.
go back to reference Cerqueira MD, Weissman NJ, Dilsizian V, Jacobs AK, Kaul S, Laskey WK, Pennell DJ, Rumberger JA, Ryan T, Verani MS (2002) American heart association writing group on myocardial segmentation and registration for cardiac imaging. 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 105:539–542CrossRef Cerqueira MD, Weissman NJ, Dilsizian V, Jacobs AK, Kaul S, Laskey WK, Pennell DJ, Rumberger JA, Ryan T, Verani MS (2002) American heart association writing group on myocardial segmentation and registration for cardiac imaging. 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 105:539–542CrossRef
15.
go back to reference Lang RM, Badano LP, Mor-Avi V, Afilalo J, Armstrong A, Ernande L, Flachskampf FA, Foster E, Goldstein SA, Kuznetsova T, Lancellotti P, Muraru D, Picard MH, Rietzschel ER, Rudski L, Spencer KT, Tsang W, Voigt JU (2015) Recommendations for cardiac chamber quantification by echocardiography in adults: an update from the American society of echocardiography and the European association of cardiovascular imaging. J Am Soc Echocardiogr 28:1–39CrossRef Lang RM, Badano LP, Mor-Avi V, Afilalo J, Armstrong A, Ernande L, Flachskampf FA, Foster E, Goldstein SA, Kuznetsova T, Lancellotti P, Muraru D, Picard MH, Rietzschel ER, Rudski L, Spencer KT, Tsang W, Voigt JU (2015) Recommendations for cardiac chamber quantification by echocardiography in adults: an update from the American society of echocardiography and the European association of cardiovascular imaging. J Am Soc Echocardiogr 28:1–39CrossRef
16.
go back to reference Voigt JU, Pedrizzetti G, Lysyansky P, Marwick TH, Houle H, Baumann R, Pedri S, Ito Y, Abe Y, Metz S, Song JH, Hamilton J, Sengupta PP, Kolias TJ, d’Hooge J, Aurigemma GP, Thomas JD, Badano LP (2015) Definitions for a common standard for 2D speckle tracking echocardiography: consensus document of the EACVI/ASE/Industry Task Force to standardize deformation imaging. J Am Soc Echocardiogr 28:183–193CrossRef Voigt JU, Pedrizzetti G, Lysyansky P, Marwick TH, Houle H, Baumann R, Pedri S, Ito Y, Abe Y, Metz S, Song JH, Hamilton J, Sengupta PP, Kolias TJ, d’Hooge J, Aurigemma GP, Thomas JD, Badano LP (2015) Definitions for a common standard for 2D speckle tracking echocardiography: consensus document of the EACVI/ASE/Industry Task Force to standardize deformation imaging. J Am Soc Echocardiogr 28:183–193CrossRef
17.
go back to reference Kanda Y (2013) Investigation of the freely available easy-to-use software “EZR” for medical statistics. Bone Marrow Transplant 48:452–458CrossRef Kanda Y (2013) Investigation of the freely available easy-to-use software “EZR” for medical statistics. Bone Marrow Transplant 48:452–458CrossRef
18.
go back to reference Tsuji K, Sakata Y, Nochioka K, Miura M, Yamauchi T, Onose T, Abe R, Oikawa T, Kasahara S, Sato M, Shiroto T, Takahashi J, Miyata S, Shimokawa H (2017) Characterization of heart failure patients with mid-range left ventricular ejection fraction—A report from the CHART-2 Study. Eur J Heart Fail 19:1258–1269CrossRef Tsuji K, Sakata Y, Nochioka K, Miura M, Yamauchi T, Onose T, Abe R, Oikawa T, Kasahara S, Sato M, Shiroto T, Takahashi J, Miyata S, Shimokawa H (2017) Characterization of heart failure patients with mid-range left ventricular ejection fraction—A report from the CHART-2 Study. Eur J Heart Fail 19:1258–1269CrossRef
19.
go back to reference Meta-analysis Global Group in Chronic Heart Failure (MAGGIC) (2012) The survival of patients with heart failure with preserved or reduced left ventricular ejection fraction: an individual patient data meta-analysis. Eur Heart J 33:1750–1757CrossRef Meta-analysis Global Group in Chronic Heart Failure (MAGGIC) (2012) The survival of patients with heart failure with preserved or reduced left ventricular ejection fraction: an individual patient data meta-analysis. Eur Heart J 33:1750–1757CrossRef
20.
go back to reference Kovács A, Oláh A, Lux Á, Mátyás C, Németh BT, Kellermayer D, Ruppert M, Török M, Szabó L, Meltzer A, Assabiny A, Birtalan E, Merkely B, Radovits T (2015) Strain and strain rate by speckle tracking echocardiography correlate with pressure-volume loop-derived contractility indices in a rat model of athlete’s heart. Am J Physiol Heart Circ Physiol 308:H743-748CrossRef Kovács A, Oláh A, Lux Á, Mátyás C, Németh BT, Kellermayer D, Ruppert M, Török M, Szabó L, Meltzer A, Assabiny A, Birtalan E, Merkely B, Radovits T (2015) Strain and strain rate by speckle tracking echocardiography correlate with pressure-volume loop-derived contractility indices in a rat model of athlete’s heart. Am J Physiol Heart Circ Physiol 308:H743-748CrossRef
21.
go back to reference de Lucia C, Wallner M, Eaton DM, Zhao H, Houser SR, Koch WJ (2019) Echocardiographic strain analysis for the early detection of left ventricular systolic/diastolic dysfunction and dyssynchrony in a mouse model of physiological aging. J Gerontol A Biol Sci Med Sci 74:455–461CrossRef de Lucia C, Wallner M, Eaton DM, Zhao H, Houser SR, Koch WJ (2019) Echocardiographic strain analysis for the early detection of left ventricular systolic/diastolic dysfunction and dyssynchrony in a mouse model of physiological aging. J Gerontol A Biol Sci Med Sci 74:455–461CrossRef
22.
go back to reference Stokke TM, Hasselberg NE, Smedsrud MK, Sarvari SI, Haugaa KH, Smiseth OA, Edvardsen T, Remme EW (2017) Geometry as a confounder when assessing ventricular systolic function: comparison between ejection fraction and strain. J Am Coll Cardiol 70:942–954CrossRef Stokke TM, Hasselberg NE, Smedsrud MK, Sarvari SI, Haugaa KH, Smiseth OA, Edvardsen T, Remme EW (2017) Geometry as a confounder when assessing ventricular systolic function: comparison between ejection fraction and strain. J Am Coll Cardiol 70:942–954CrossRef
23.
go back to reference Park JJ, Park JB, Park JH, Cho GY (2018) Global longitudinal strain to predict mortality in patients with acute heart failure. J Am Coll Cardiol 71:1947–1957CrossRef Park JJ, Park JB, Park JH, Cho GY (2018) Global longitudinal strain to predict mortality in patients with acute heart failure. J Am Coll Cardiol 71:1947–1957CrossRef
24.
go back to reference Cho GY, Marwick TH, Kim HS, Kim MK, Hong KS, Oh DJ (2009) Global 2-dimensional strain as a new prognosticator in patients with heart failure. J Am Coll Cardiol 54:618–624CrossRef Cho GY, Marwick TH, Kim HS, Kim MK, Hong KS, Oh DJ (2009) Global 2-dimensional strain as a new prognosticator in patients with heart failure. J Am Coll Cardiol 54:618–624CrossRef
25.
go back to reference Ammon F, Bittner D, Hell M, Mansour H, Achenbach S, Arnold M, Marwan M (2019) CT-derived left ventricular global strain: a head-to-head comparison with speckle tracking echocardiography. Int J Cardiovasc Imaging 35:1701–1707CrossRef Ammon F, Bittner D, Hell M, Mansour H, Achenbach S, Arnold M, Marwan M (2019) CT-derived left ventricular global strain: a head-to-head comparison with speckle tracking echocardiography. Int J Cardiovasc Imaging 35:1701–1707CrossRef
26.
go back to reference Stocker TJ, Deseive S, Leipsic J, Hadamitzky M, Chen MY, Rubinshtein R, Heckner M, Bax JJ, Fang XM, Grove EL, Lesser J, Maurovich-Horvat P, Otton J, Shin S, Pontone G, Marques H, Chow B, Nomura CH, Tabbalat R, Schmermund A, Kang JW, Naoum C, Atkins M, Martuscelli E, Massberg S, Hausleiter J (2018) Reduction in radiation exposure in cardiovascular computed tomography imaging: results from the PROspective multicenter registry on radiaTion dose. Estimates of cardiac CT angiography in daily practice in 2017 (PROTECTION VI). Eur Heart J 39:3715–3723CrossRef Stocker TJ, Deseive S, Leipsic J, Hadamitzky M, Chen MY, Rubinshtein R, Heckner M, Bax JJ, Fang XM, Grove EL, Lesser J, Maurovich-Horvat P, Otton J, Shin S, Pontone G, Marques H, Chow B, Nomura CH, Tabbalat R, Schmermund A, Kang JW, Naoum C, Atkins M, Martuscelli E, Massberg S, Hausleiter J (2018) Reduction in radiation exposure in cardiovascular computed tomography imaging: results from the PROspective multicenter registry on radiaTion dose. Estimates of cardiac CT angiography in daily practice in 2017 (PROTECTION VI). Eur Heart J 39:3715–3723CrossRef
27.
go back to reference Andersen NH, Terkelsen CJ, Sloth E, Poulsen SH (2004) Influence of preload alterations on parameters of systolic left ventricular long-axis function: a Doppler tissue study. J Am Soc Echocardiogr 17:941–947CrossRef Andersen NH, Terkelsen CJ, Sloth E, Poulsen SH (2004) Influence of preload alterations on parameters of systolic left ventricular long-axis function: a Doppler tissue study. J Am Soc Echocardiogr 17:941–947CrossRef
28.
go back to reference Xu TY, Sun JP, Lee AP, Yang XS, Qiao Z, Luo X, Fang F, Li Y, Yu CM, Wang JG (2014) Three-dimensional speckle strain echocardiography is more accurate and efficient than 2D strain in the evaluation of left ventricular function. Int J Cardiol 176:360–366CrossRef Xu TY, Sun JP, Lee AP, Yang XS, Qiao Z, Luo X, Fang F, Li Y, Yu CM, Wang JG (2014) Three-dimensional speckle strain echocardiography is more accurate and efficient than 2D strain in the evaluation of left ventricular function. Int J Cardiol 176:360–366CrossRef
29.
go back to reference Buss SJ, Schulz F, Mereles D, Hosch W, Galuschky C, Schummers G, Stapf D, Hofmann N, Giannitsis E, Hardt SE, Kauczor HU, Katus HA, Korosoglou G (2014) Quantitative analysis of left ventricular strain using cardiac computed tomography. Eur J Radiol 83:e123–e130CrossRef Buss SJ, Schulz F, Mereles D, Hosch W, Galuschky C, Schummers G, Stapf D, Hofmann N, Giannitsis E, Hardt SE, Kauczor HU, Katus HA, Korosoglou G (2014) Quantitative analysis of left ventricular strain using cardiac computed tomography. Eur J Radiol 83:e123–e130CrossRef
30.
go back to reference Tee MW, Won S, Raman FS, Yi C, Vigneault DM, Davies-Venn C, Liu S, Lardo AC, Lima JA, Noble JA, Emter CA, Bluemke DA (2015) Regional strain analysis with multidetector CT in a swine cardiomyopathy model: relationship to cardiac MR tagging and myocardial fibrosis. Radiology 277:88–94CrossRef Tee MW, Won S, Raman FS, Yi C, Vigneault DM, Davies-Venn C, Liu S, Lardo AC, Lima JA, Noble JA, Emter CA, Bluemke DA (2015) Regional strain analysis with multidetector CT in a swine cardiomyopathy model: relationship to cardiac MR tagging and myocardial fibrosis. Radiology 277:88–94CrossRef
31.
go back to reference Gupta V, Lantz J, Henriksson L, Engvall J, Karlsson M, Persson A, Ebbers T (2018) Automated three-dimensional tracking of the left ventricular myocardium in time-resolved and dose-modulated cardiac CT images using deformable image registration. J Cardiovasc Comput Tomogr 12:139–148CrossRef Gupta V, Lantz J, Henriksson L, Engvall J, Karlsson M, Persson A, Ebbers T (2018) Automated three-dimensional tracking of the left ventricular myocardium in time-resolved and dose-modulated cardiac CT images using deformable image registration. J Cardiovasc Comput Tomogr 12:139–148CrossRef
32.
go back to reference Wang R, Fang Z, Wang H, Schoepf UJ, Emrich T, Giovagnoli D, Biles E, Zhou Z, Du Z, Liu T, Xu L (2021) Quantitative analysis of three-dimensional left ventricular global strain using coronary computed tomography angiography in patients with heart failure: Comparison with 3T cardiac MR. Eur J Radiol 135:109485CrossRef Wang R, Fang Z, Wang H, Schoepf UJ, Emrich T, Giovagnoli D, Biles E, Zhou Z, Du Z, Liu T, Xu L (2021) Quantitative analysis of three-dimensional left ventricular global strain using coronary computed tomography angiography in patients with heart failure: Comparison with 3T cardiac MR. Eur J Radiol 135:109485CrossRef
Metadata
Title
Left ventricular longitudinal strain is a major determinant of CT-derived three-dimensional maximum principal strain: comparison with two-dimensional speckle tracking echocardiography
Authors
Masaki Kinoshita
Yuki Tanabe
Kazuki Yoshida
Akira Kurata
Yusuke Kobayashi
Teruyoshi Uetani
Katsuji Inoue
Kazuhisa Nishimura
Shuntaro Ikeda
Teruhito Mochizuki
Teruhito Kido
Osamu Yamaguchi
Publication date
01-01-2022
Publisher
Springer Japan
Published in
Heart and Vessels / Issue 1/2022
Print ISSN: 0910-8327
Electronic ISSN: 1615-2573
DOI
https://doi.org/10.1007/s00380-021-01901-3

Other articles of this Issue 1/2022

Heart and Vessels 1/2022 Go to the issue