Skip to main content
Erschienen in: The International Journal of Cardiovascular Imaging 11/2018

09.06.2018 | Original Paper

Left heart longitudinal deformation analysis in mitral regurgitation

verfasst von: Matteo Cameli, Giulia Elena Mandoli, Dan Nistor, Edoardo Lisi, Alberto Massoni, Felice Crudele, Mario Stricagnoli, Stefano Lunghetti, Sergio Mondillo

Erschienen in: The International Journal of Cardiovascular Imaging | Ausgabe 11/2018

Einloggen, um Zugang zu erhalten

Abstract

In mitral regurgitation (MR), left atrium (LA) and left ventricle (LV) undergo remodeling even if the patient is asymptomatic. The aim of our study was to identify the best echo index that correlates with MR severity in asymptomatic patients affected by MR. We enrolled 150 MR patients (50: mild, 50: moderate, 50: severe), asymptomatic for exertional dyspnea and 50 healthy controls. MR was graded using Doppler quantitative method. All underwent standard and Speckle Tracking Echocardiography (STE) with analysis of global peak atrial longitudinal strain (PALS), LV longitudinal strain (LS) and global atrio-ventricular strain (GAVS). LA dimensions showed significant differences between the groups while LV end-diastolic diameter did not significantly differ, although having a slight increase. PALS was slightly higher in patients with mild MR, while decreased in moderate and, mainly, in severe MR (controls 37.4 ± 12.2%, mild MR 38.2 ± 9%, moderate MR 29.1 ± 9%, severe MR 19.8 ± 10.6%, p < 0.0001 by ANOVA); the same was found for GAVS (56.1 ± 13%, 57.6 ± 9.7%, 48.2 ± 9% 39 ± 9.4%, p < 0.0001 by ANOVA). LV LS showed a tendency for gradual reduction in the three groups. In multivariate analysis, PALS and GAVS were far superior than GLS as predictors of MR groups. PALS emerged as an added value to the LA indexed volumes as predictor of MR severity. STE-derived PALS and GAVS emerged as promising tools to investigate heart longitudinal function in patients with chronic MR and no symptoms. PALS can represent a surplus in the prediction of severity of MR, in addition to the assessment of LA volumes.
Literatur
1.
Zurück zum Zitat Ahmed MI, McGiffin DC, O’Rourke RA, Dell’Italia LJ (2009) Mitral regurgitation. Curr Probl Cardiol 34:93–136CrossRef Ahmed MI, McGiffin DC, O’Rourke RA, Dell’Italia LJ (2009) Mitral regurgitation. Curr Probl Cardiol 34:93–136CrossRef
2.
3.
Zurück zum Zitat Hochreiter C, Niles N, Devereux RB, Kligfield P, Borer JS (1986) Mitral regurgitation: relationship of noninvasive descriptors of right and left ventricular performance to clinical and hemodynamic findings and to prognosis in medically and surgically treated patients. Circulation 73:900–912CrossRef Hochreiter C, Niles N, Devereux RB, Kligfield P, Borer JS (1986) Mitral regurgitation: relationship of noninvasive descriptors of right and left ventricular performance to clinical and hemodynamic findings and to prognosis in medically and surgically treated patients. Circulation 73:900–912CrossRef
4.
Zurück zum Zitat Psaty BM, Manolio TA, Kuller LH, Kronmal RA, Cushman M, Fried LP, White R, Furberg CD, Rautaharju PM (1997) Incidence of and risk factors for atrial fibrillation in older adults. Circulation 96:2455–2461CrossRef Psaty BM, Manolio TA, Kuller LH, Kronmal RA, Cushman M, Fried LP, White R, Furberg CD, Rautaharju PM (1997) Incidence of and risk factors for atrial fibrillation in older adults. Circulation 96:2455–2461CrossRef
5.
Zurück zum Zitat Messika-Zeitoun D, Bellamy M, Avierinos JF, Breen J, Eusemann C, Rossi A, Behrenbeck T, Scott C, Tajik JA, Enriquez-Sarano M (2007) Left atrial remodelling in mitral regurgitation–methodologic approach, physiological determinants, and outcome implications: a prospective quantitative Doppler-echocardiographic and electron beam-computed tomographic study. Eur Heart J 28:1773–1781CrossRef Messika-Zeitoun D, Bellamy M, Avierinos JF, Breen J, Eusemann C, Rossi A, Behrenbeck T, Scott C, Tajik JA, Enriquez-Sarano M (2007) Left atrial remodelling in mitral regurgitation–methodologic approach, physiological determinants, and outcome implications: a prospective quantitative Doppler-echocardiographic and electron beam-computed tomographic study. Eur Heart J 28:1773–1781CrossRef
6.
Zurück zum Zitat Wisenbaugh T, Spann JF, Carabello BA (1984) Differences in myocardial performance and load between patients with similar amounts of chronic aortic versus chronic mitral regurgitation. J Am Coll Cardiol 3:916–923CrossRef Wisenbaugh T, Spann JF, Carabello BA (1984) Differences in myocardial performance and load between patients with similar amounts of chronic aortic versus chronic mitral regurgitation. J Am Coll Cardiol 3:916–923CrossRef
7.
Zurück zum Zitat Kamperidis V, Marsan NA, Delgado V, Bax JJ (2016) Left ventricular systolic function assessment in secondary mitral regurgitation: left ventricular ejection fraction vs. speckle tracking global longitudinal strain. Eur Heart J 37:811–816CrossRef Kamperidis V, Marsan NA, Delgado V, Bax JJ (2016) Left ventricular systolic function assessment in secondary mitral regurgitation: left ventricular ejection fraction vs. speckle tracking global longitudinal strain. Eur Heart J 37:811–816CrossRef
8.
Zurück zum Zitat Enriquez-Sarano M, Tajik AJ, Schaff HV, Orszulak TA, McGoon MD, Bailey KR, Frye RL (1994) Echocardiographic prediction of left ventricular function after correction of mitral regurgitation: results and clinical implications. J Am Coll Cardiol 24:1536–1543CrossRef Enriquez-Sarano M, Tajik AJ, Schaff HV, Orszulak TA, McGoon MD, Bailey KR, Frye RL (1994) Echocardiographic prediction of left ventricular function after correction of mitral regurgitation: results and clinical implications. J Am Coll Cardiol 24:1536–1543CrossRef
9.
Zurück zum Zitat Crawford MH, Souchek J, Oprian CA, Miller DC, Rahimtoola S, Giacomini JC, Sethi G, Hammermeister KE (1990) Determinants of survival and left ventricular performance after mitral valve replacement: Department of Veterans Affairs Cooperative Study on Valvular Heart Disease. Circulation 81:1173–1181CrossRef Crawford MH, Souchek J, Oprian CA, Miller DC, Rahimtoola S, Giacomini JC, Sethi G, Hammermeister KE (1990) Determinants of survival and left ventricular performance after mitral valve replacement: Department of Veterans Affairs Cooperative Study on Valvular Heart Disease. Circulation 81:1173–1181CrossRef
10.
Zurück zum Zitat Mondillo S, Galderisi M, Mele D, Cameli M, Lomoriello VS, Zacà V, Ballo P, D’Andrea A, Muraru D, Losi M, Agricola E, D’Errico A, Buralli S, Sciomer S, Nistri S, Badano L, Echocardiography Study Group of the Italian Society Of Cardiology (2011) Speckle-tracking echocardiography: a new technique for assessing myocardial function. J Ultrasound Med 30:71–83CrossRef Mondillo S, Galderisi M, Mele D, Cameli M, Lomoriello VS, Zacà V, Ballo P, D’Andrea A, Muraru D, Losi M, Agricola E, D’Errico A, Buralli S, Sciomer S, Nistri S, Badano L, Echocardiography Study Group of the Italian Society Of Cardiology (2011) Speckle-tracking echocardiography: a new technique for assessing myocardial function. J Ultrasound Med 30:71–83CrossRef
11.
Zurück zum Zitat Mor-Avi V, Lang RM, Badano LP, Belohlavek M, Cardim NM, Derumeaux G, Galderisi M, Marwick T, Nagueh SF, Sengupta PP, Sicari R, Smiseth OA, Smulevitz B, Takeuchi M, Thomas JD, Vannan M, Voigt JU, Zamorano JL (2011) Current and evolving echocardiographic techniques for the quantitative evaluation of cardiac mechanics: ASE/EAE consensus statement on methodology and indications endorsed by the Japanese Society of Echocardiography. Eur J Echocardiogr 12:167–205CrossRef Mor-Avi V, Lang RM, Badano LP, Belohlavek M, Cardim NM, Derumeaux G, Galderisi M, Marwick T, Nagueh SF, Sengupta PP, Sicari R, Smiseth OA, Smulevitz B, Takeuchi M, Thomas JD, Vannan M, Voigt JU, Zamorano JL (2011) Current and evolving echocardiographic techniques for the quantitative evaluation of cardiac mechanics: ASE/EAE consensus statement on methodology and indications endorsed by the Japanese Society of Echocardiography. Eur J Echocardiogr 12:167–205CrossRef
12.
Zurück zum Zitat Cameli M, Caputo M, Mondillo S, Ballo P, Palmerini E, Lisi M, Marino E, Galderisi M (2009) Feasibility and reference values of left atrial longitudinal strain imaging by two-dimensional speckle tracking. Cardiovasc Ultrasound 7:6CrossRef Cameli M, Caputo M, Mondillo S, Ballo P, Palmerini E, Lisi M, Marino E, Galderisi M (2009) Feasibility and reference values of left atrial longitudinal strain imaging by two-dimensional speckle tracking. Cardiovasc Ultrasound 7:6CrossRef
13.
Zurück zum Zitat Cameli M, Lisi M, Giacomin E, Caputo M, Navarri R, Malandrino A, Ballo P, Agricola E, Mondillo S (2011) Chronic mitral regurgitation: left atrial deformation analysis by two-dimensional speckle tracking echocardiography. Echocardiography 28:327CrossRef Cameli M, Lisi M, Giacomin E, Caputo M, Navarri R, Malandrino A, Ballo P, Agricola E, Mondillo S (2011) Chronic mitral regurgitation: left atrial deformation analysis by two-dimensional speckle tracking echocardiography. Echocardiography 28:327CrossRef
14.
Zurück zum Zitat Lancellotti P, Cosyns B, Zacharakis D, Attena E, Van Camp G, Gach O, Radermecker M, Piérard LA (2008) Importance of left ventricular longitudinal function and functional reserve in patients with degenerative mitral regurgitation: assessment by two-dimensional speckle tracking. J Am Soc Echocardiogr 21:1331–1336CrossRef Lancellotti P, Cosyns B, Zacharakis D, Attena E, Van Camp G, Gach O, Radermecker M, Piérard LA (2008) Importance of left ventricular longitudinal function and functional reserve in patients with degenerative mitral regurgitation: assessment by two-dimensional speckle tracking. J Am Soc Echocardiogr 21:1331–1336CrossRef
15.
Zurück zum Zitat Zoghbi WA, Adams D, Bonow RO, Enriquez-Sarano M, Foster E, Grayburn PA, Hahn RT, Han Y, Hung J, Lang RM, Little SH, Shah DJ, Shernan S, Thavendiranathan P, Thomas JD3, Weissman NJ (2017) Recommendations for noninvasive evaluation of native valvular regurgitation: a report from the American Society of Echocardiography developed in collaboration with the Society for Cardiovascular Magnetic Resonance. J Am Soc Echocardiogr 30:303–371CrossRef Zoghbi WA, Adams D, Bonow RO, Enriquez-Sarano M, Foster E, Grayburn PA, Hahn RT, Han Y, Hung J, Lang RM, Little SH, Shah DJ, Shernan S, Thavendiranathan P, Thomas JD3, Weissman NJ (2017) Recommendations for noninvasive evaluation of native valvular regurgitation: a report from the American Society of Echocardiography developed in collaboration with the Society for Cardiovascular Magnetic Resonance. J Am Soc Echocardiogr 30:303–371CrossRef
16.
Zurück zum Zitat 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
17.
Zurück zum Zitat Quinones MA, Otto CM, Stoddard M, Waggoner A, Zoghbi WA, Doppler Quantification Task Force of the Nomenclature and Standards Committee of the American Society of Echocardiography (2002) Recommendations for quantification of Doppler echocardiography: a report from the Doppler Quantification Task Force of the Nomenclature and Standards Committee of the American Society of Echocardiography. J Am Soc Echocardiogr 15:167–184CrossRef Quinones MA, Otto CM, Stoddard M, Waggoner A, Zoghbi WA, Doppler Quantification Task Force of the Nomenclature and Standards Committee of the American Society of Echocardiography (2002) Recommendations for quantification of Doppler echocardiography: a report from the Doppler Quantification Task Force of the Nomenclature and Standards Committee of the American Society of Echocardiography. J Am Soc Echocardiogr 15:167–184CrossRef
18.
Zurück zum Zitat Nagueh SF, Smiseth OA, Appleton CP, Byrd BF, Dokainish H, Edvardsen T, Flachskampf FA, Gillebert TC, Klein AL, Lancellotti P, Marino P, Oh JK, Alexandru Popescu B, Waggoner AD (2016) Recommendations for the Evaluation of Left Ventricular Diastolic Function by Echocardiography: an update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging. Eur Heart J Cardiovasc Imaging 17:1321–1360CrossRef Nagueh SF, Smiseth OA, Appleton CP, Byrd BF, Dokainish H, Edvardsen T, Flachskampf FA, Gillebert TC, Klein AL, Lancellotti P, Marino P, Oh JK, Alexandru Popescu B, Waggoner AD (2016) Recommendations for the Evaluation of Left Ventricular Diastolic Function by Echocardiography: an update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging. Eur Heart J Cardiovasc Imaging 17:1321–1360CrossRef
19.
Zurück zum Zitat Mondillo S, Galderisi M, Ballo P, Marino PN, Study Group of Echocardiography of the Italian Society of Cardiology (2006) Left ventricular systolic longitudinal function: comparison among simple M-mode, pulsed, and M-mode color tissue Doppler of mitral annulus in healthy individuals. J Am Soc Echocardiogr 19:1085–1091CrossRef Mondillo S, Galderisi M, Ballo P, Marino PN, Study Group of Echocardiography of the Italian Society of Cardiology (2006) Left ventricular systolic longitudinal function: comparison among simple M-mode, pulsed, and M-mode color tissue Doppler of mitral annulus in healthy individuals. J Am Soc Echocardiogr 19:1085–1091CrossRef
20.
Zurück zum Zitat Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1:307–310CrossRef Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1:307–310CrossRef
21.
Zurück zum Zitat Vahanian A, Alfieri O, Andreotti F, Antunes MJ, Barón-Esquivias G, Baumgartner H, Borger MA, Carrel TP, De Bonis M, Evangelista A, Falk V, Lung B, Lancellotti P, Pierard L, Price S, Schäfers HJ, Schuler G, Stepinska J, Swedberg K, Takkenberg J, Von Oppell UO, Windecker S, Zamorano JL, Zembala M (2012) Guidelines on the management of valvular heart disease (version 2012): the Joint Task Force on the Management of Valvular Heart Disease of the European Society of Cardiology (ESC) and the European Association for Cardio-Thoracic Surgery (EACTS). Eur J Cardiothorac Surg 42:S1–S44CrossRef Vahanian A, Alfieri O, Andreotti F, Antunes MJ, Barón-Esquivias G, Baumgartner H, Borger MA, Carrel TP, De Bonis M, Evangelista A, Falk V, Lung B, Lancellotti P, Pierard L, Price S, Schäfers HJ, Schuler G, Stepinska J, Swedberg K, Takkenberg J, Von Oppell UO, Windecker S, Zamorano JL, Zembala M (2012) Guidelines on the management of valvular heart disease (version 2012): the Joint Task Force on the Management of Valvular Heart Disease of the European Society of Cardiology (ESC) and the European Association for Cardio-Thoracic Surgery (EACTS). Eur J Cardiothorac Surg 42:S1–S44CrossRef
22.
Zurück zum Zitat Olson LJ, Subramanian R, Ackermann DM, Orszulak TA, Edwards WD (1987) Surgical pathology of the mitral valve: a study of 712 cases spanning 21 years. Mayo Clin Proc 62:22–34CrossRef Olson LJ, Subramanian R, Ackermann DM, Orszulak TA, Edwards WD (1987) Surgical pathology of the mitral valve: a study of 712 cases spanning 21 years. Mayo Clin Proc 62:22–34CrossRef
23.
Zurück zum Zitat Zoghbi WA, Enriquez-Sarano M, Foster E, Grayburn PA, Kraft CD, Levine RA, Nihoyannopoulos P, Otto CM, Quinones MA, Rakowski H, Stewart WJ, Waggoner A, Weissman NJ (2003) Recommendations for evaluation of the severity of native valvular regurgitation with two-dimensional and Doppler echocardiography. J Am Soc Echocardiogr 16:777–802CrossRef Zoghbi WA, Enriquez-Sarano M, Foster E, Grayburn PA, Kraft CD, Levine RA, Nihoyannopoulos P, Otto CM, Quinones MA, Rakowski H, Stewart WJ, Waggoner A, Weissman NJ (2003) Recommendations for evaluation of the severity of native valvular regurgitation with two-dimensional and Doppler echocardiography. J Am Soc Echocardiogr 16:777–802CrossRef
24.
Zurück zum Zitat Cameli M, Lisi M, Righini FM, Massoni A, Natali BM, Focardi M, Tacchini D, Geyer A, Curci V, Di Tommaso C, Lisi G, Maccherini M, Chiavarelli M, Massetti M, Tanganelli P, Mondillo S (2013) Usefulness of atrial deformation analysis to predict left atrial fibrosis and endocardial thickness in patients undergoing mitral valve operations for severe mitral regurgitation secondary to mitral valve prolapse. Am J Cardiol 111:595–601CrossRef Cameli M, Lisi M, Righini FM, Massoni A, Natali BM, Focardi M, Tacchini D, Geyer A, Curci V, Di Tommaso C, Lisi G, Maccherini M, Chiavarelli M, Massetti M, Tanganelli P, Mondillo S (2013) Usefulness of atrial deformation analysis to predict left atrial fibrosis and endocardial thickness in patients undergoing mitral valve operations for severe mitral regurgitation secondary to mitral valve prolapse. Am J Cardiol 111:595–601CrossRef
25.
Zurück zum Zitat Magne J, Mahjoub H, Dulgheru R, Pibarot P, Pierard LA, Lancellotti P (2014) Left ventricular contractile reserve in asymptomatic primary mitral regurgitation. Eur Heart J 35:1608–1616CrossRef Magne J, Mahjoub H, Dulgheru R, Pibarot P, Pierard LA, Lancellotti P (2014) Left ventricular contractile reserve in asymptomatic primary mitral regurgitation. Eur Heart J 35:1608–1616CrossRef
26.
Zurück zum Zitat Yang LT, Shih JY, Liu YW, Li YH, Tsai LM, Luo CY, Tsai WC (2013) Effects of left atrial strain on functional capacity in chronic severe mitral regurgitation. Int J Cardiol 168:e151-3PubMed Yang LT, Shih JY, Liu YW, Li YH, Tsai LM, Luo CY, Tsai WC (2013) Effects of left atrial strain on functional capacity in chronic severe mitral regurgitation. Int J Cardiol 168:e151-3PubMed
27.
Zurück zum Zitat Mondillo S, Cameli M, Caputo ML, Lisi M, Palmerini E, Padeletti M, Ballo P (2011) Early detection of left atrial strain abnormalities by speckle-tracking in hypertensive and diabetic patients with normal left atrial size. J Am Soc Echocardiogr 24:898–908CrossRef Mondillo S, Cameli M, Caputo ML, Lisi M, Palmerini E, Padeletti M, Ballo P (2011) Early detection of left atrial strain abnormalities by speckle-tracking in hypertensive and diabetic patients with normal left atrial size. J Am Soc Echocardiogr 24:898–908CrossRef
28.
Zurück zum Zitat Farsalinos KE, Daraban AM, Unlu S, Thomas JD, Badano LP, Voigt JU (2015) Head-to-head comparison of global longitudinal strain measurements among nine different vendors: the EACVI/ASE inter-vendor comparison study. J Am Soc Echocardiogr 28:1171–1181CrossRef Farsalinos KE, Daraban AM, Unlu S, Thomas JD, Badano LP, Voigt JU (2015) Head-to-head comparison of global longitudinal strain measurements among nine different vendors: the EACVI/ASE inter-vendor comparison study. J Am Soc Echocardiogr 28:1171–1181CrossRef
29.
Zurück zum Zitat Lee R, Marwick TH (2007) Assessment of subclinical left ventricular dysfunction in asymptomatic mitral regurgitation. Eur J Echocardiogr 8:175–184CrossRef Lee R, Marwick TH (2007) Assessment of subclinical left ventricular dysfunction in asymptomatic mitral regurgitation. Eur J Echocardiogr 8:175–184CrossRef
30.
Zurück zum Zitat Pandis D, Grapsa J, Athanasiou T, Punjabi P, Nihoyannopoulos P (2011) Left ventricular remodeling and mitral valve surgery: prospective study with real-time 3-dimensional echocardiography and speckle tracking. J Thorac Cardiovasc Surg 142:641–649CrossRef Pandis D, Grapsa J, Athanasiou T, Punjabi P, Nihoyannopoulos P (2011) Left ventricular remodeling and mitral valve surgery: prospective study with real-time 3-dimensional echocardiography and speckle tracking. J Thorac Cardiovasc Surg 142:641–649CrossRef
31.
Zurück zum Zitat Mascle S, Schnell F, Thebault C, Corbineau H, Laurent M, Hamonic S, Veillard D, Mabo P, Leguerrier A, Donal E (2012) Predictive value of global longitudinal strain in a surgical population of organic mitral regurgitation. J Am Soc Echocardiogr 25:766–772CrossRef Mascle S, Schnell F, Thebault C, Corbineau H, Laurent M, Hamonic S, Veillard D, Mabo P, Leguerrier A, Donal E (2012) Predictive value of global longitudinal strain in a surgical population of organic mitral regurgitation. J Am Soc Echocardiogr 25:766–772CrossRef
32.
Zurück zum Zitat Witkowski TG, Thomas JD, Debonnaire PJ, Delgado V, Hoke U, Ewe SH, Versteegh MI, Holman ER, Schalij MJ, Bax JJ, Klautz RJ, Marsan NA (2013) Global longitudinal strain predicts left ventricular dysfunction after mitral valve repair. Eur Heart J Cardiovasc Imaging 14:69–76CrossRef Witkowski TG, Thomas JD, Debonnaire PJ, Delgado V, Hoke U, Ewe SH, Versteegh MI, Holman ER, Schalij MJ, Bax JJ, Klautz RJ, Marsan NA (2013) Global longitudinal strain predicts left ventricular dysfunction after mitral valve repair. Eur Heart J Cardiovasc Imaging 14:69–76CrossRef
Metadaten
Titel
Left heart longitudinal deformation analysis in mitral regurgitation
verfasst von
Matteo Cameli
Giulia Elena Mandoli
Dan Nistor
Edoardo Lisi
Alberto Massoni
Felice Crudele
Mario Stricagnoli
Stefano Lunghetti
Sergio Mondillo
Publikationsdatum
09.06.2018
Verlag
Springer Netherlands
Erschienen in
The International Journal of Cardiovascular Imaging / Ausgabe 11/2018
Print ISSN: 1569-5794
Elektronische ISSN: 1875-8312
DOI
https://doi.org/10.1007/s10554-018-1391-4

Weitere Artikel der Ausgabe 11/2018

The International Journal of Cardiovascular Imaging 11/2018 Zur Ausgabe

Update Kardiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.