Skip to main content

Analysis of Mitral Valve Motion in 4D Transesophageal Echocardiography for Transcatheter Aortic Valve Implantation

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 8896))

Abstract

Transcatheter aortic valve implantation (TAVI) is used to treat aortic stenosis in high-risk patients that cannot undergo cardiac surgery. Because it is minimally-invasive, it could be beneficial to treat patients in better conditions as well. Because their expected lifetime is much longer, the long-term benefit of the TAVI implant must be ensured. If the TAVI stent is placed too far into the left ventricular outflow tract it can impair movement of the anterior mitral leaftlet. Case reports demonstrated endocarditis and leaflet damage due to such friction.

To predict possible complications, we identified mitral valve, aortic valve, and left ventricular outflow tract in 4D transesophageal echocardiography series using model-based segmentation. The segmentation model was a combined structure of the left heart with dynamic valves that was adapted as a whole. Valve dynamics were modeled using shape modes. In a leave-one-patient-out validation of 16 datasets, the respective mean segmentation error for mitral and aortic valve was \(0.99\pm 1.16\,\mathrm {mm}\) and \(1.27\pm 1.68\,\mathrm {mm}\).

We further analyzed the overlap of the mitral leaflet trajectory with the target region for a possible TAVI implant in 18 patients. The overlap as a function of distance from the aortic annulus varied considerably with peak overlaps of 4.7 to 16.6 mm. Such information is potentially useful for procedure planning and device selection to avoid mitral valve impairment by TAVI.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Vahanian, A., Himbert, D., Iung, B.: Transcatheter aortic valve implantation. Journal of the American College of Cardiology 58(20) (2011)

    Google Scholar 

  2. Vahanian, A., Alfieri, O., Andreotti, F., Antunes, M.J., et al.: Guidelines on the management of valvular heart disease (version 2012). Eur. Heart J. 33(19), 2451–2496 (2012)

    Article  Google Scholar 

  3. Wong, D., Boone, R., Thompson, C., Allard, M., Altwegg, L., Carere, R., Cheung, A., Ye, J., Lichtenstein, S., Ling, H., et al.: Mitral valve injury late after transcatheter aortic valve implantation. Journal of Thoracic and Cardiovascular Surgery 137(6), 1547–1549 (2009)

    Article  Google Scholar 

  4. Comoglio, C., Boffini, M., El Qarra, S., Sansone, F., D’amico, M., Marra, S., Rinaldi, M.: Aortic valve replacement and mitral valve repair as treatment of complications after percutaneous core valve implantation. Journal of Thoracic and Cardiovascular Surgery 138(4), 1025 (2009)

    Article  Google Scholar 

  5. Piazza, N., Marra, S., Webb, J., D’Amico, M., Rinaldi, M., Boffini, M., Comoglio, C., Scacciatella, P., Kappetein, A., de Jaegere, P., et al.: Two cases of aneurysm of the anterior mitral valve leaflet associated with transcatheter aortic valve endocarditis: A mere coincidence? Journal of Thoracic and Cardiovascular Surgery 140(3), e36–e38 (2010)

    Article  Google Scholar 

  6. Gessat, M., Frauenfelder, T., Altwegg, L., Grünenfelder, J., Falk, V.: Transcatheter aortic valve implantation. role of imaging. Aswan Heart Centre Science & Practice Series 2011(1) (2011)

    Google Scholar 

  7. Waechter, I., Kneser, R., Korosoglou, G., Peters, J., Bakker, N.H., Boomen, R., Weese, J.: Patient specific models for planning and guidance of minimally invasive aortic valve implantation. In: Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010, Part I. LNCS, vol. 6361, pp. 526–533. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  8. Ionasec, R.I., Voigt, I., Georgescu, B., Wang, Y., Houle, H., Vega-Higuera, F., Navab, N., Comaniciu, D.: Patient-specific modeling and quantification of the aortic and mitral valves from 4-d cardiac ct and tee. IEEE Transactions on Medical Imaging 29(9), 1636–1651 (2010)

    Article  Google Scholar 

  9. Pouch, A.M., Wang, H., Takabe, M., Jackson, B.M., Gorman, J.H., Gorman, R.C., Yushkevich, P.A., Sehgal, C.M.: Fully automatic segmentation of the mitral leaflets in 3D transesophageal echocardiographic images using multi-atlas joint label fusion and deformable medial modeling. Med Image Anal 18(1), 118–129 (2014)

    Article  Google Scholar 

  10. Korosoglou, G., Gitsioudis, G., Waechter-Stehle, I., Weese, J., Krumsdorf, U., Chorianopoulos, E., Hosch, W., Kauczor, H.U., Katus, H.A., Bekeredjian, R.: Objective quantification of aortic valvular structures by cardiac computed tomography angiography in patients considered for transcatheter aortic valve implantation. Catheterization and Cardiovascular Interventions 81(1), 148–159 (2013)

    Article  Google Scholar 

  11. Kherada, N., Mehran, R.: Pursuit of perfection: three-dimensional ct angiographic objective quantification of aortic valve structures for transcatheter aortic valve implantation. Catheterization and Cardiovascular Interventions 81(1), 160–161 (2013)

    Article  Google Scholar 

  12. Medtronic, Minneapolis, MN, USA

    Google Scholar 

  13. Peters, J., Ecabert, O., Meyer, C., Kneser, R., Weese, J., et al.: Optimizing boundary detection via simulated search with applications to multi-modal heart segmentation. Med. Image Anal. 14(1), 70–84 (2010)

    Article  Google Scholar 

  14. Ecabert, O., Peters, J., Schramm, H., Lorenz, C., von Berg, J., Walker, M.J., Vembar, M., Olszewski, M.E., Subramanyan, K., Lavi, G., et al.: Automatic model-based segmentation of the heart in ct images. IEEE Trans. Med. Imag. 27(9), 1189–1201 (2008)

    Article  Google Scholar 

  15. Kabsch, W.: A discussion of the solution for the best rotation to relate two sets of vectors. Acta Crystallographica Section A: Crystal Physics, Diffraction, Theoretical and General Crystallography 34(5), 827–828 (1978)

    Article  Google Scholar 

  16. Edwards Lifesciences, Irvine, CA, USA

    Google Scholar 

  17. JenaValve Technology, Munich, Germany

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Frank M. Weber .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Weber, F.M. et al. (2015). Analysis of Mitral Valve Motion in 4D Transesophageal Echocardiography for Transcatheter Aortic Valve Implantation. In: Camara, O., Mansi, T., Pop, M., Rhode, K., Sermesant, M., Young, A. (eds) Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges. STACOM 2014. Lecture Notes in Computer Science(), vol 8896. Springer, Cham. https://doi.org/10.1007/978-3-319-14678-2_17

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-14678-2_17

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-14677-5

  • Online ISBN: 978-3-319-14678-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics