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Surgical Planning of the Total Cavopulmonary Connection: Robustness Analysis

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Abstract

In surgical planning of the Fontan connection for single ventricle physiologies, there can be differences between the proposed and implemented options. Here, we developed a surgical planning framework that help determine the best performing option and ensures that the results will be comparable if there are slight geometrical variations. Eight patients with different underlying anatomies were evaluated in this study; surgical variations were created for each connection by changing either angle, offset or baffle diameter. Computational fluid dynamics were performed and the energy efficiency (indexed power loss-iPL) and hepatic flow distribution (HFD) computed. Differences with the original connection were evaluated: iPL was not considerably affected by the changes in geometry. For HFD, the single superior vena cava (SVC) connections presented less variability compared to the other anatomies. The Y-graft connection was the most robust overall, while the extra-cardiac connections showed dependency to offset. Bilateral SVC and interrupted inferior vena cava with azygous continuation showed high variability in HFD. We have developed a framework to assess the robustness of a surgical option for the TCPC; this will be useful to assess the most complex cases where pre-surgery planning could be most beneficial to ensure an efficient and robust hemodynamic performance.

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References

  1. Baretta, A., C. Corsini, A. L. Marsden, I. E. Vignon-Clementel, T. Y. Hsia, G. Dubini,… and G. Pennati. Respiratory effects on hemodynamics in patient-specific CFD models of the fontan circulation under exercise conditions. Eur. J. Mech.-B/Fluids. 2012;35.

  2. Baretta, A., C. Corsini, W. Yang, I. E. Vignon-Clementel, A. L. Marsden, J. A. Feinstein, T. Y. Hsia, G. Dubini, F. Migliavacca, and G. Pennati. Virtual surgeries in patients with congenital heart disease: a multi-scale modelling test case. Philos. Trans. A Math. Phys. Eng. Sci. 369:4316–4330, 2011.

    Article  CAS  PubMed  Google Scholar 

  3. Burkhart, H. M., J. A. Dearani, D. D. Mair, C. A. Warnes, C. C. Rowland, H. V. Schaff, F. J. Puga, and G. K. Danielson. The modified fontan procedure: early and late results in 132 adult patients. J. Thorac. Cardiovasc. Surg. 125:1252–1259, 2003.

    Article  PubMed  Google Scholar 

  4. Chowdhury, U. K., B. Airan, S. S. Kothari, S. Talwar, A. Saxena, R. Singh, G. K. Subramaniam, K. K. Pradeep, C. D. Patel, and P. Venugopal. Specific issues after extracardiac fontan operation: ventricular function, growth potential, arrhythmia, and thromboembolism. Ann. Thorac. Surg. 80:665–672, 2005.

    Article  PubMed  Google Scholar 

  5. Corsini, C., C. Baker, E. Kung, S. Schievano, G. Arbia, A. Baretta, G. Biglino, F. Migliavacca, G. Dubini, G. Pennati, A. Marsden, I. Vignon-Clementel, A. Taylor, T. Y. Hsia, and A. Dorfman. An integrated approach to patient-specific predictive modeling for single ventricle heart palliation. Comput. Methods Biomech. Biomed. Eng. 17:1572–1589, 2014.

    Article  Google Scholar 

  6. Dasi, L. P., K. Pekkan, D. de Zelicourt, K. S. Sundareswaran, R. Krishnankutty, P. J. Delnido, and A. P. Yoganathan. Hemodynamic energy dissipation in the cardiovascular system: generalized theoretical analysis on disease states. Ann. Biomed. Eng. 37:661–673, 2009.

    Article  PubMed Central  PubMed  Google Scholar 

  7. Dd, Zélicourt, L. Ge, C. Wang, F. Sotiropoulos, A. Gilmanov, and A. Yoganathan. Flow simulations in arbitrarily complex cardiovascular anatomies—an unstructured cartesian grid approach. Comput. Fluid. 38:1749–1762, 2009.

    Article  Google Scholar 

  8. de Leval, M. R., P. Kilner, M. Gewillig, and C. Bull. Total cavopulmonary connection: a logical alternative to atriopulmonary connection for complex fontan operations. Experimental studies and early clinical experience. J. Thorac. Cardiovasc. Surg. 96:682–695, 1988.

    PubMed  Google Scholar 

  9. de Zelicourt, D. A., C. M. Haggerty, K. S. Sundareswaran, B. S. Whited, J. R. Rossignac, K. R. Kanter, J. W. Gaynor, T. L. Spray, F. Sotiropoulos, M. A. Fogel, and A. P. Yoganathan. Individualized computer-based surgical planning to address pulmonary arteriovenous malformations in patients with a single ventricle with an interrupted inferior vena cava and azygous continuation. J. Thorac. Cardiovasc. Surg. 141:1170–1177, 2011.

    Article  PubMed Central  PubMed  Google Scholar 

  10. Duncan, B., and S. Desai. Pulmonary arteriovenous malformations after cavopulmonary anastomosis. Ann. Thorac. Surg. 76:1759–1766, 2003.

    Article  PubMed  Google Scholar 

  11. Ensley, A. E., P. Lynch, G. P. Chatzimavroudis, C. Lucas, S. Sharma, and A. P. Yoganathan. Toward designing the optimal total cavopulmonary connection: an in vitro study. Ann. Thorac. Surg. 68:1384–1390, 1999.

    Article  CAS  PubMed  Google Scholar 

  12. Fontan, F., and E. Baudet. Surgical repair of tricuspid atresia. Thorax 26:240–248, 1971.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  13. Frakes, D. H., C. P. Conrad, T. M. Healy, J. W. Monaco, M. Fogel, S. Sharma, M. J. Smith, and A. P. Yoganathan. Application of an adaptive control grid interpolation technique to morphological vascular reconstruction. IEEE Trans. Bio-med. Eng. 50:197–206, 2003.

    Article  Google Scholar 

  14. Frakes, D. H., L. P. Dasi, K. Pekkan, H. D. Kitajima, K. Sundareswaran, A. P. Yoganathan, and M. J. Smith. A new method for registration-based medical image interpolation. IEEE Trans. Med. Imaging 27:370–377, 2008.

    Article  PubMed  Google Scholar 

  15. Frakes, D., M. Smith, D. de Zelicourt, K. Pekkan, and A. Yoganathan. Three-dimensional velocity field reconstruction. J. Biomech. Eng. 126:727–735, 2004.

    Article  PubMed  Google Scholar 

  16. Haggerty, C. M., D. A. de Zelicourt, M. Restrepo, J. Rossignac, T. L. Spray, K. R. Kanter, M. A. Fogel, and A. P. Yoganathan. Comparing pre- and post-operative fontan hemodynamic simulations: implications for the reliability of surgical planning. Ann. Biomed. Eng. 40:2639–2651, 2012.

  17. Haggerty, C. M., M. Restrepo, E. Tang, D. A. de Zelicourt, K. S. Sundareswaran, L. Mirabella, J. Bethel, K. K. Whitehead, M. A. Fogel, and A. P. Yoganathan. Fontan hemodynamics from 100 patient-specific cardiac magnetic resonance studies: a computational fluid dynamics analysis. J. Thorac. Cardiovasc. Surg. 148:1481–1489, 2014.

  18. Hsia, T. Y., F. Migliavacca, S. Pittaccio, A. Radaelli, G. Dubini, G. Pennati, and M. de Leval. Computational fluid dynamic study of flow optimization in realistic models of the total cavopulmonary connections. J. Surg. Res. 116:305–313, 2004.

    Article  PubMed  Google Scholar 

  19. Khairy, P., S. M. Fernandes, J. E. Mayer, Jr., J. K. Triedman, E. P. Walsh, J. E. Lock, and M. J. Landzberg. Long-term survival, modes of death, and predictors of mortality in patients with fontan surgery. Circulation 117:85–92, 2008.

    Article  PubMed  Google Scholar 

  20. Khiabani, R. H., M. Restrepo, E. Tang, D. De Zelicourt, F. Sotiropoulos, M. Fogel, and A. P. Yoganathan. Effect of flow pulsatility on modeling the hemodynamics in the total cavopulmonary connection. J. Biomech. 45:2376–2381, 2012.

    Article  PubMed Central  PubMed  Google Scholar 

  21. Kung, E., A. Baretta, C. Baker, G. Arbia, G. Biglino, C. Corsini, S. Schievano, I. E. VignonClementel, G. Dubini, G. Pennati, A. Taylor, A. Dorfman, A. M. Hlavacek, A. L. Marsden, T. Y. Hsia, and F. Migliavacca. Modeling of congenital hearts alliance I. Predictive modeling of the virtual hemi-fontan operation for second stage single ventricle palliation: two patient-specific cases. J. Biomech. 46:423–429, 2013.

    Article  PubMed  Google Scholar 

  22. Marsden, A. L., I. E. Vignon-Clementel, F. P. Chan, J. A. Feinstein, and C. A. Taylor. Effects of exercise and respiration on hemodynamic efficiency in CFD simulations of the total cavopulmonary connection. Ann. Biomed. Eng. 35:250–263, 2007.

    Article  PubMed  Google Scholar 

  23. Pandurangi, U. M., M. J. Shah, R. Murali, and K. M. Cherian. Rapid onset of pulmonary arteriovenous malformations after cavopulmonary anastomosis. Ann. Thorac. Surg. 68:237–239, 1999.

    Article  CAS  PubMed  Google Scholar 

  24. Pike, N. A., L. A. Vricella, J. A. Feinstein, M. D. Black, and B. A. Reitz. Regression of severe pulmonary arteriovenous malformations after fontan revision and “hepatic factor” rerouting. Ann. Thorac. Surg. 78:697–699, 2004.

    Article  PubMed  Google Scholar 

  25. Sankaran, S., and A. L. Marsden. A stochastic collocation method for uncertainty quantification and propagation in cardiovascular simulations. J. Biomech. Eng. 133:031001, 2011.

    Article  PubMed  Google Scholar 

  26. Shinohara, T., and T. Yokoyama. Pulmonary arteriovenous malformation in patients with total cavopulmonary shunt: what role does lack of hepatic venous blood flow to the lungs play? Pediatr. Cardiol. 22:343–346, 2001.

    Article  CAS  PubMed  Google Scholar 

  27. Sundareswaran, K. S., D. de Zelicourt, S. Sharma, K. R. Kanter, T. L. Spray, J. Rossignac, F. Sotiropoulos, M. A. Fogel, and A. P. Yoganathan. Correction of pulmonary arteriovenous malformation using image-based surgical planning. JACC Cardiovasc. Imaging 2:1024–1030, 2009.

    Article  PubMed Central  PubMed  Google Scholar 

  28. Sundareswaran, K. S., D. H. Frakes, M. A. Fogel, D. D. Soerensen, J. N. Oshinski, and A. P. Yoganathan. Optimum fuzzy filters for phase-contrast magnetic resonance imaging segmentation. J. Magn. Reson. Imaging 29:155–165, 2009.

    Article  PubMed Central  PubMed  Google Scholar 

  29. Sundareswaran, K. S., K. Pekkan, L. P. Dasi, K. Whitehead, S. Sharma, K. R. Kanter, M. A. Fogel, and A. P. Yoganathan. The total cavopulmonary connection resistance: a significant impact on single ventricle hemodynamics at rest and exercise. Am. J. Physiol. Heart Circ. Physiol. 295:H2427–H2435, 2008.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  30. Tang, E., M. Restrepo, C. M. Haggerty, L. Mirabella, J. Bethel, K. K. Whitehead, M. A. Fogel, and A. P. Yoganathan. Geometric characterization of patient-specific total cavopulmonary connections and its relationship to hemodynamics. JACC Cardiovasc. Imaging 7:215–224, 2014.

    Article  PubMed Central  PubMed  Google Scholar 

  31. Whitehead, K. K., K. Pekkan, H. D. Kitajima, S. M. Paridon, A. P. Yoganathan, and M. A. Fogel. Nonlinear power loss during exercise in single-ventricle patients after the fontan: insights from computational fluid dynamics. Circulation 116:I165–I171, 2007.

    Article  PubMed  Google Scholar 

  32. Yang, W., J. A. Feinstein, S. C. Shadden, I. E. Vignon-Clementel, and A. L. Marsden. Optimization of a y-graft design for improved hepatic flow distribution in the fontan circulation. J. Biomech. Eng. 135:011002, 2013.

    Article  PubMed  Google Scholar 

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Acknowledgments

The authors would like to acknowledge Dr. Mark Fogel from the Children’s Hospital of Philadelphia and Dr. Timothy Slesnick from the Children’s Healthcare of Atlanta for the CMR data. This work was made possible thanks to the American Heart Association Pre-Doctoral Fellowship Award13PRE14580005, NHLBI Grants HL67622 and HL098252, and the Petit Undergraduate Research Scholarship from the Georgia Institute of Technology.

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Correspondence to Ajit Yoganathan.

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Associate Editor Umberto Morbiducci oversaw the review of this article.

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Restrepo, M., Luffel, M., Sebring, J. et al. Surgical Planning of the Total Cavopulmonary Connection: Robustness Analysis. Ann Biomed Eng 43, 1321–1334 (2015). https://doi.org/10.1007/s10439-014-1149-7

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  • DOI: https://doi.org/10.1007/s10439-014-1149-7

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