Skip to main content

Advertisement

Log in

Importance of Non-invasive Right and Left Ventricular Variables on Exercise Capacity in Patients with Tetralogy of Fallot Hemodynamics

  • Original Article
  • Published:
Pediatric Cardiology Aims and scope Submit manuscript

Abstract

Good quality of life correlates with a good exercise capacity in daily life in patients with tetralogy of Fallot (ToF). Patients after correction of ToF usually develop residual defects such as pulmonary regurgitation or stenosis of variable severity. However, the importance of different hemodynamic parameters and their impact on exercise capacity is unclear. We investigated several hemodynamic parameters measured by cardiovascular magnetic resonance (CMR) and echocardiography and evaluated which parameter has the most pronounced effect on maximal exercise capacity determined by cardiopulmonary exercise testing (CPET). 132 patients with ToF-like hemodynamics were tested during routine follow-up with CMR, echocardiography and CPET. Right and left ventricular volume data, ventricular ejection fraction and pulmonary regurgitation were evaluated by CMR. Echocardiographic pressure gradients in the right ventricular outflow tract and through the tricuspid valve were measured. All data were classified and correlated with the results of CPET evaluations of these patients. The analysis was performed using the Random Forest model. In this way, we calculated the importance of the different hemodynamic variables related to the maximal oxygen uptake in CPET (VO2%predicted). Right ventricular pressure showed the most important influence on maximal oxygen uptake, whereas pulmonary regurgitation and right ventricular enddiastolic volume were not important hemodynamic variables to predict maximal oxygen uptake in CPET. Maximal exercise capacity was only very weakly influenced by right ventricular enddiastolic volume and not at all by pulmonary regurgitation in patients with ToF. The variable with the most pronounced influence was the right ventricular pressure.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  1. Muller J, Hager A, Diller GP, Derrick G, Buys R, Dubowy KO et al (2015) Peak oxygen uptake, ventilatory efficiency and QRS-duration predict event free survival in patients late after surgical repair of tetralogy of Fallot. Int J Cardiol 196:158–164

    Article  PubMed  Google Scholar 

  2. Mueller GC, Sarikouch S, Beerbaum P, Hager A, Dubowy KO, Peters B et al (2013) Health-related quality of life compared with cardiopulmonary exercise testing at the midterm follow-up visit after tetralogy of Fallot repair: a study of the German competence network for congenital heart defects. Pediatr Cardiol 34(5):1081–1087

    Article  PubMed  Google Scholar 

  3. Geva T (2013) Indications for pulmonary valve replacement in repaired tetralogy of fallot: the quest continues. Circulation 128(17):1855–1857

    Article  PubMed  PubMed Central  Google Scholar 

  4. Greutmann M (2016) Tetralogy of Fallot, pulmonary valve replacement, and right ventricular volumes: are we chasing the right target? Eur Heart J 37(10):836–839

    Article  PubMed  Google Scholar 

  5. O’Byrne ML, Glatz AC, Mercer-Rosa L, Gillespie MJ, Dori Y, Goldmuntz E et al (2015) Trends in pulmonary valve replacement in children and adults with tetralogy of fallot. Am J Cardiol 115(1):118–124

    Article  PubMed  Google Scholar 

  6. Fratz S, Janello C, Muller D, Seligmann M, Meierhofer C, Schuster T et al (2013) The functional right ventricle and tricuspid regurgitation in Ebstein’s anomaly. Int J Cardiol 167(1):258–261

    Article  PubMed  Google Scholar 

  7. Fratz S, Schuhbaeck A, Buchner C, Busch R, Meierhofer C, Martinoff S et al (2009) Comparison of accuracy of axial slices versus short-axis slices for measuring ventricular volumes by cardiac magnetic resonance in patients with corrected tetralogy of fallot. Am J Cardiol 103(12):1764–1769

    Article  PubMed  Google Scholar 

  8. Meierhofer C, Lyko C, Schneider EP, Stern H, Martinoff S, Hess J et al (2015) Baseline correction does not improve flow quantification in phase-contrast velocity measurement for routine clinical practice. Clin Imaging 39(3):427–431

    Article  PubMed  Google Scholar 

  9. Muller J, Christov F, Schreiber C, Hess J, Hager A (2009) Exercise capacity, quality of life, and daily activity in the long-term follow-up of patients with univentricular heart and total cavopulmonary connection. Eur Heart J 30(23):2915–2920

    Article  PubMed  Google Scholar 

  10. Muller J, Hess J, Hager A (2013) Sense of coherence, rather than exercise capacity, is the stronger predictor to obtain health-related quality of life in adults with congenital heart disease. Eur J Prev Cardiol 21(8):949–955

    Article  PubMed  Google Scholar 

  11. Strobl C, Hothorn T, Zeileis A (2009) Party on! new, conditional variable-importance measure for random forests available in the party package. R J 1(2):14–17

    Google Scholar 

  12. Breiman L (2001) Random forests. Mach Learn 45(1):5–32

    Article  Google Scholar 

  13. Strobl C, Boulesteix AL, Kneib T, Augustin T, Zeileis A (2008) Conditional variable importance for random forests. BMC Bioinformatics 9:307

    Article  PubMed  PubMed Central  Google Scholar 

  14. van Buuren S (2007) Multiple imputation of discrete and continuous data by fully conditional specification. Stat Methods Med Res 16(3):219–242

    Article  PubMed  Google Scholar 

  15. Lurz P, Riede FT, Taylor AM, Wagner R, Nordmeyer J, Khambadkone S et al (2014) Impact of percutaneous pulmonary valve implantation for right ventricular outflow tract dysfunction on exercise recovery kinetics. Int J Cardiol 177(1):276–280

    Article  PubMed  Google Scholar 

  16. Lurz P, Nordmeyer J, Giardini A, Khambadkone S, Muthurangu V, Schievano S et al (2011) Early versus late functional outcome after successful percutaneous pulmonary valve implantation: are the acute effects of altered right ventricular loading all we can expect? J Am Coll Cardiol 57(6):724–731

    Article  PubMed  Google Scholar 

  17. Batra AS, McElhinney DB, Wang W, Zakheim R, Garofano RP, Daniels C et al (2012) Cardiopulmonary exercise function among patients undergoing transcatheter pulmonary valve implantation in the US Melody valve investigational trial. Am Heart J 163(2):280–287

    Article  PubMed  Google Scholar 

  18. Biernacka EK, Piotrowicz E, Fronczak A, Mazgaj M, Demkow M, Ruzyllo W et al (2015) Influence of percutaneous pulmonary valve implantation on exercise capacity: which group of patients benefits most from the intervention? Cardiol J. 22(3):343–350

    Article  PubMed  Google Scholar 

  19. Bokma JP, Winter MM, Oosterhof T, Vliegen HW, van Dijk AP, Hazekamp MG et al (2016) Preoperative thresholds for mid-to-late haemodynamic and clinical outcomes after pulmonary valve replacement in tetralogy of Fallot. Eur Heart J 37(10):829–835

    Article  PubMed  Google Scholar 

  20. Valente AM, Gauvreau K, Assenza GE, Babu-Narayan SV, Schreier J, Gatzoulis MA et al (2014) Contemporary predictors of death and sustained ventricular tachycardia in patients with repaired tetralogy of Fallot enrolled in the INDICATOR cohort. Heart 100(3):247–253

    Article  PubMed  Google Scholar 

Download references

Funding

There was no funding for this study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christian Meierhofer.

Ethics declarations

Conflict of interest

All authors declare that they have no conflict of interest.

Ethical Approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

Informed Consent

Informed consent was obtained from all individual participants included in the study.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Meierhofer, C., Tavakkoli, T., Kühn, A. et al. Importance of Non-invasive Right and Left Ventricular Variables on Exercise Capacity in Patients with Tetralogy of Fallot Hemodynamics. Pediatr Cardiol 38, 1569–1574 (2017). https://doi.org/10.1007/s00246-017-1697-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00246-017-1697-3

Keywords

Navigation