Abstract
Three-dimensional echocardiography (3DE) is the most accurate cardiac ultrasound technique to assess cardiac structure. 3DE has shown close correlation with cardiac magnetic resonance imaging (CMR) in various populations. There is limited data on the accuracy of 3DE in athletes and its value in detecting alterations during follow-up. Indexed left and right ventricular end-diastolic volume (LVEDVi, RVEDVi), end-systolic volume, ejection fraction (LVEF, RVEF) and left ventricular mass (LVMi) were assessed by 3DE and CMR in two-hundred and one competitive endurance athletes (79% male) from the Pro@Heart trial. Sixty-four athletes were assessed at 2 year follow-up. Linear regression and Bland–Altman analyses compared 3DE and CMR at baseline and follow-up. Interquartile analysis evaluated the agreement as cardiac volumes and mass increase. 3DE showed strong correlation with CMR (LVEDVi r = 0.91, LVEF r = 0.85, LVMi r = 0.84, RVEDVi r = 0.84, RVEF r = 0.86 p < 0.001). At follow up, the percentage change by 3DE and CMR were similar (∆LVEDVi r = 0.96 bias − 0.3%, ∆LVEF r = 0.94, bias 0.7%, ∆LVMi r = 0.94 bias 0.8%, ∆RVESVi r = 0.93, bias 1.2%, ∆RVEF r = 0.87 bias 0.4%). 3DE underestimated volumes (LVEDVi bias − 18.5 mL/m2, RVEDVi bias − 25.5 mL/m2) and the degree of underestimation increased with larger dimensions (Q1vsQ4 LVEDVi relative bias − 14.5 versus − 17.4%, p = 0.016; Q1vsQ4 RVEDVi relative bias − 17 versus − 21.9%, p = 0.005). Measurements of cardiac volumes, mass and function by 3DE correlate well with CMR and 3DE accurately detects changes over time. 3DE underestimates volumes and the relative bias increases with larger cardiac size.
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References
Morganroth J et al (1975) Comparative left ventricular dimensions in trained athletes. Ann Intern Med 82(4):521–524
Fagard RH (1996) Athlete’s heart: a meta-analysis of the echocardiographic experience. Int J Sports Med 17(Suppl 3):S140–S144
Pluim BM et al (2000) The athlete’s heart. A meta-analysis of cardiac structure and function. Circulation 101(3):336–344
Scharhag J et al (2002) Athlete’s heart: right and left ventricular mass and function in male endurance athletes and untrained individuals determined by magnetic resonance imaging. J Am Coll Cardiol 40(10):1856–1863
Scharf M et al (2010) Atrial and ventricular functional and structural adaptations of the heart in elite triathletes assessed with cardiac MR imaging. Radiology 257(1):71–79
Goetschalckx K, Rademakers F, Bogaert J (2010) Right ventricular function by MRI. Curr Opin Cardiol 25(5):451–455
Squeri A et al (2017) Three-dimensional echocardiography in various types of heart disease: a comparison study of magnetic resonance imaging and 64-slice computed tomography in a real-world population. J Echocardiogr 15(1):18–26
Li Y et al (2015) Real-time three-dimensional echocardiography to assess right ventricle function in patients with pulmonary hypertension. PLoS ONE 10(6):e0129557
Pickett CA et al (2015) Accuracy of cardiac CT, radionucleotide and invasive ventriculography, two- and three-dimensional echocardiography, and SPECT for left and right ventricular ejection fraction compared with cardiac MRI: a meta-analysis. Eur Heart J Cardiovasc Imaging 16(8):848–852
De Bosscher R et al (2022) Rationale and design of the PROspective ATHletic Heart (Pro@Heart) study: long-term assessment of the determinants of cardiac remodelling and its clinical consequences in endurance athletes. BMJ Open Sport Exerc Med 8(1):e001309
Myerson SG, Bellenger NG, Pennell DJ (2002) Assessment of left ventricular mass by cardiovascular magnetic resonance. Hypertension 39(3):750–755
Laser KT et al (2018) Validation and reference values for three-dimensional echocardiographic right ventricular volumetry in children: a multicenter study. J Am Soc Echocardiogr 31(9):1050–1063
Avegliano GP et al (2016) Utility of real time 3D echocardiography for the assessment of left ventricular mass in patients with hypertrophic cardiomyopathy: comparison with cardiac magnetic resonance. Echocardiography 33(3):431–436
Selly JB et al (2015) Multivariable assessment of the right ventricle by echocardiography in patients with repaired tetralogy of Fallot undergoing pulmonary valve replacement: a comparative study with magnetic resonance imaging. Arch Cardiovasc Dis 108(1):5–15
Bell A et al (2014) Assessment of right ventricular volumes in hypoplastic left heart syndrome by real-time three-dimensional echocardiography: comparison with cardiac magnetic resonance imaging. Eur Heart J Cardiovasc Imaging 15(3):257–266
Kusunose K et al (2013) Comparison of three-dimensional echocardiographic findings to those of magnetic resonance imaging for determination of left ventricular mass in patients with ischemic and non-ischemic cardiomyopathy. Am J Cardiol 112(4):604–611
Pinto YM et al (2016) Proposal for a revised definition of dilated cardiomyopathy, hypokinetic non-dilated cardiomyopathy, and its implications for clinical practice: a position statement of the ESC working group on myocardial and pericardial diseases. Eur Heart J 37(23):1850–1858
Marcus FI et al (2010) Diagnosis of arrhythmogenic right ventricular cardiomyopathy/dysplasia: proposed modification of the task force criteria. Eur Heart J 31(7):806–814
Ector J et al (2007) Reduced right ventricular ejection fraction in endurance athletes presenting with ventricular arrhythmias: a quantitative angiographic assessment. Eur Heart J 28(3):345–353
Corrado D et al (2003) Does sports activity enhance the risk of sudden death in adolescents and young adults? J Am Coll Cardiol 42(11):1959–1963
Holst AG et al (2010) Incidence and etiology of sports-related sudden cardiac death in Denmark–implications for preparticipation screening. Heart Rhythm 7(10):1365–1371
La Gerche A et al (2010) Lower than expected desmosomal gene mutation prevalence in endurance athletes with complex ventricular arrhythmias of right ventricular origin. Heart 96(16):1268–1274
Mor-Avi V et al (2008) Real-time 3-dimensional echocardiographic quantification of left ventricular volumes: multicenter study for validation with magnetic resonance imaging and investigation of sources of error. JACC Cardiovasc Imaging 1(4):413–423
Sugeng L et al (2006) Quantitative assessment of left ventricular size and function: side-by-side comparison of real-time three-dimensional echocardiography and computed tomography with magnetic resonance reference. Circulation 114(7):654–661
Chukwu EO et al (2008) Relative importance of errors in left ventricular quantitation by two-dimensional echocardiography: insights from three-dimensional echocardiography and cardiac magnetic resonance imaging. J Am Soc Echocardiogr 21(9):990–997
Shimada YJ, Shiota T (2011) A meta-analysis and investigation for the source of bias of left ventricular volumes and function by three-dimensional echocardiography in comparison with magnetic resonance imaging. Am J Cardiol 107(1):126–138
Shimada YJ et al (2010) Accuracy of right ventricular volumes and function determined by three-dimensional echocardiography in comparison with magnetic resonance imaging: a meta-analysis study. J Am Soc Echocardiogr 23(9):943–953
Hoffmann R et al (2014) Analysis of left ventricular volumes and function: a multicenter comparison of cardiac magnetic resonance imaging, cine ventriculography, and unenhanced and contrast-enhanced two-dimensional and three-dimensional echocardiography. J Am Soc Echocardiogr 27(3):292–301
Medvedofsky D et al (2017) Quantification of right ventricular size and function from contrast-enhanced three-dimensional echocardiographic images. J Am Soc Echocardiogr 30(12):1193–1202
Levy F et al (2017) Performance of new automated transthoracic three-dimensional echocardiographic software for left ventricular volumes and function assessment in routine clinical practice: Comparison with 3 Tesla cardiac magnetic resonance. Arch Cardiovasc Dis 110(11):580–589
Wu VC et al (2019) Optimal threshold of three-dimensional echocardiographic fully automated software for quantification of left ventricular volumes and ejection fraction: Comparison with cardiac magnetic resonance disk-area summation method and feature tracking method. PLoS ONE 14(1):e0211154
Gati S et al (2013) Increased left ventricular trabeculation in highly trained athletes: do we need more stringent criteria for the diagnosis of left ventricular non-compaction in athletes? Heart 99(6):401–408
D’Ascenzi F et al (2017) RV remodeling in olympic athletes. JACC Cardiovasc Imaging 10(4):385–393
Sugeng L et al (2010) Multimodality comparison of quantitative volumetric analysis of the right ventricle. JACC Cardiovasc Imaging 3(1):10–18
Kuhl HP et al (2004) High-resolution transthoracic real-time three-dimensional echocardiography: quantitation of cardiac volumes and function using semi-automatic border detection and comparison with cardiac magnetic resonance imaging. J Am Coll Cardiol 43(11):2083–2090
Jenkins C et al (2004) Reproducibility and accuracy of echocardiographic measurements of left ventricular parameters using real-time three-dimensional echocardiography. J Am Coll Cardiol 44(4):878–886
Mor-Avi V, Lang RM (2009) The use of real-time three-dimensional echocardiography for the quantification of left ventricular volumes and function. Curr Opin Cardiol 24(5):402–409
Kawamura R et al (2014) Feasibility of left ventricular volume measurements by three-dimensional speckle tracking echocardiography depends on image quality and degree of left ventricular enlargement: validation study with cardiac magnetic resonance imaging. J Cardiol 63(3):230–238
Bernardino G et al (2020) Three-dimensional regional bi-ventricular shape remodeling is associated with exercise capacity in endurance athletes. Eur J Appl Physiol 120(6):1227–1235
Shimada YJ, Shiota T (2012) Meta-analysis of accuracy of left ventricular mass measurement by three-dimensional echocardiography. Am J Cardiol 110(3):445–452
Laser KT et al (2015) Calculation of pediatric left ventricular mass: validation and reference values using real-time three-dimensional echocardiography. J Am Soc Echocardiogr 28(3):275–283
Lang RM et al (2012) EAE/ASE recommendations for image acquisition and display using three-dimensional echocardiography. Eur Heart J Cardiovasc Imaging 13(1):1–46
Abdulla J, Nielsen JR (2009) Is the risk of atrial fibrillation higher in athletes than in the general population? A systematic review and meta-analysis. Europace 11(9):1156–1159
Molina L et al (2008) Long-term endurance sport practice increases the incidence of lone atrial fibrillation in men: a follow-up study. Europace 10(5):618–623
Castel AL et al (2018) Assessment of left ventricular size and function by 3-dimensional transthoracic echocardiography: impact of the echocardiography platform and analysis software. Am Heart J 202:127–136
Acknowledgements
The authors would like to thank the many staff members all sites for helping conduct the Pro@Heart study. We would particularly like to thank the clinical research assistants Kristel Janssens, Sofie van Soest, Dorien Vermeulen and Daisy Thijs for their dedication and devoted efforts to include, test, and follow-up participants. On behalf of the Pro@Heart consortium: Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium, Department of Cardiology, University Hospitals Leuven, Leuven, Belgium (Sofie Van Soest), Department of Movement Sciences, KU Leuven, Leuven, Belgium (Peter Hespel), Department of Radiology, University Hospitals Leuven, Leuven, Belgium (Steven Dymarkowski), Department of Radiology, University Hospitals Leuven, Leuven, Belgium (Tom Dresselaers), Department of Cardiovascular Sciences, University of Antwerp, Antwerpen, Belgium, Department of Cardiology, University Hospital Antwerp, Antwerp, Belgium (Hielko Miljoen), Department of Cardiovascular Sciences, University of Antwerp, Antwerpen, Belgium, Department of Cardiology, University Hospital Antwerp, Antwerp, Belgium (Kasper Favere), Department of Cardiovascular Sciences, University of Antwerp, Antwerpen, Belgium, Department of Cardiology, University Hospital Antwerp, Antwerp, Belgium (Dorien Vermeulen), Department of Cardiovascular Sciences, University of Antwerp, Antwerpen, Belgium, Department of Cardiology, University Hospital Antwerp, Antwerp, Belgium (Isabel Witvrouwen), Department of Cardiology, Hartcentrum, Jessa Ziekenhuis, Hasselt, Belgium, Faculty of Medicine and Life Sciences, Cardiology and Organ systems, Hasselt University, Diepenbeek, Belgium (Dominique Hansen), Department of Cardiology, Hartcentrum, Jessa Ziekenhuis, Hasselt, Belgium (Daisy Thijs), Department of Cardiology, Hartcentrum, Jessa Ziekenhuis, Hasselt, Belgium (Peter Vanvoorden), Department of Cardiology, Algemeen Ziekenhuis Nikolaas, Sint-Niklaas, Belgium (Kristof Lefebvre), Department of Cardiology, Baker Heart and Diabetes Institute, Melbourne, Australia (Amy Mitchell), Department of Cardiology, Baker Heart and Diabetes Institute, Melbourne, Australia (Maria Brosnan), Department of Cardiology, Baker Heart and Diabetes Institute, Melbourne, Australia (David Prior), Centre for Heart Rhythm Disorders, University of Adelaide and Royal Adelaide Hospital, Adelaide, Australia (Adrian Elliott), Centre for Heart Rhythm Disorders, University of Adelaide and Royal Adelaide Hospital, Adelaide, Australia (Prashanthan Sanders), Department of Cardiology, Royal Melbourne Hospital, Melbourne, Australia (Jonathan Kalman), Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales, Australia (Diane Fatkin).
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The National Health and Medical Research Council of Australia (APP1130353).
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R.D.B. wrote the manuscript and prepared the figures. All authors reviewed the manuscript.
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RDB, MC, CD, KG, PC, LH, OG, CVDH, BP, KJ, LW, MDH, ALG, HH, JB, GC none. RW is supported as postdoctoral clinical researcher by the Fund for Scientific Research Flanders.
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De Bosscher, R., Claeys, M., Dausin, C. et al. Three-dimensional echocardiography of the athlete’s heart: a comparison with cardiac magnetic resonance imaging. Int J Cardiovasc Imaging 39, 295–306 (2023). https://doi.org/10.1007/s10554-022-02726-5
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DOI: https://doi.org/10.1007/s10554-022-02726-5