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Published in: International Journal of Computer Assisted Radiology and Surgery 7/2019

21-05-2019 | Original Article

Dynamic, patient-specific mitral valve modelling for planning transcatheter repairs

Authors: Olivia K. Ginty, John T. Moore, Mehdi Eskandari, Patrick Carnahan, Andras Lasso, Matthew A. Jolley, Mark Monaghan, Terry M. Peters

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 7/2019

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Abstract

Purpose:

Transcatheter, beating heart repair techniques for mitral valve regurgitation is a very active area of development. However, it is difficult to both simulate and predict the clinical outcomes of mitral repairs, owing to the complexity of mitral valve geometry and the influence of hemodynamics. We aim to produce a workflow for manufacturing dynamic patient-specific models to simulate the mitral valve for transcatheter repair applications.

Methods:

In this paper, we present technology and associated workflow, for using transesophageal echocardiography to generate dynamic physical replicas of patient valves. We validate our workflow using six patient datasets representing patients with unique or particularly challenging pathologies as selected by a cardiologist. The dynamic component of the models and their resultant potential as procedure planning tools is due to a dynamic pulse duplicator that permits the evaluation of the valve models experiencing realistic hemodynamics.

Results:

Early results indicate the workflow has excellent anatomical accuracy and the ability to replicate regurgitation pathologies, as shown by colour Doppler ultrasound and anatomical measurements comparing patients and models. Analysis of all measurements successfully resulted in t critical two-tail > t stat and p values > 0.05, thus demonstrating no statistical difference between the patients and models, owing to high fidelity morphological replication.

Conclusions:

Due to the combination of a dynamic environment and patient-specific modelling, this workflow demonstrates a promising technology for simulating the complete morphology of mitral valves undergoing transcatheter repairs.

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Literature
1.
go back to reference Benjamin EJ, Virani SS, Callaway CW, Chamberlain AM, Chang AR, Cheng S, Chiuve SE, Cushman M, Delling FN, Deo R, De Ferranti SD, Ferguson JF, Fornage M, Gillespie C, Isasi CR, Jiménez MC, Jordan LC, Judd SE, Lackland D, Lichtman JH, Lisabeth L, Liu S, Longenecker CT, Lutsey PL, MacKey JS, Matchar DB, Matsushita K, Mussolino ME, Nasir K, O’Flaherty M, Palaniappan LP, Pandey A, Pandey DK, Reeves MJ, Ritchey MD, Rodriguez CJ, Roth GA, Rosamond WD, Sampson UK, Satou GM, Shah SH, Spartano NL, Tirschwell DL, Tsao CW, Voeks JH, Willey JZ, Wilkins JT, Wu JH, Alger HM, Wong SS, Muntner P (2018) Heart disease and stroke statistics—2018 update: a report from the American Heart Association. Circulation 137(12):67CrossRef Benjamin EJ, Virani SS, Callaway CW, Chamberlain AM, Chang AR, Cheng S, Chiuve SE, Cushman M, Delling FN, Deo R, De Ferranti SD, Ferguson JF, Fornage M, Gillespie C, Isasi CR, Jiménez MC, Jordan LC, Judd SE, Lackland D, Lichtman JH, Lisabeth L, Liu S, Longenecker CT, Lutsey PL, MacKey JS, Matchar DB, Matsushita K, Mussolino ME, Nasir K, O’Flaherty M, Palaniappan LP, Pandey A, Pandey DK, Reeves MJ, Ritchey MD, Rodriguez CJ, Roth GA, Rosamond WD, Sampson UK, Satou GM, Shah SH, Spartano NL, Tirschwell DL, Tsao CW, Voeks JH, Willey JZ, Wilkins JT, Wu JH, Alger HM, Wong SS, Muntner P (2018) Heart disease and stroke statistics—2018 update: a report from the American Heart Association. Circulation 137(12):67CrossRef
2.
go back to reference Mirabel M, Iung B, Baron G, Messika-Zeitoun D, Détaint D, Vanoverschelde JL, Butchart EG, Ravaud P, Vahanian A (2007) What are the characteristics of patients with severe, symptomatic, mitral regurgitation who are denied surgery? Eur Heart J 28(11):1358CrossRefPubMed Mirabel M, Iung B, Baron G, Messika-Zeitoun D, Détaint D, Vanoverschelde JL, Butchart EG, Ravaud P, Vahanian A (2007) What are the characteristics of patients with severe, symptomatic, mitral regurgitation who are denied surgery? Eur Heart J 28(11):1358CrossRefPubMed
3.
go back to reference Samad Z, Shaw LK, Phelan M, Glower DD, Ersboll M, Toptine JH, Alexander JH, Kisslo JA, Wang A, Mark DB, Velazquez EJ (2018) Long-term outcomes of mitral regurgitation by type and severity. Am Heart J 203:39CrossRefPubMed Samad Z, Shaw LK, Phelan M, Glower DD, Ersboll M, Toptine JH, Alexander JH, Kisslo JA, Wang A, Mark DB, Velazquez EJ (2018) Long-term outcomes of mitral regurgitation by type and severity. Am Heart J 203:39CrossRefPubMed
4.
go back to reference Kohorst K, Pretorius M (2018) Future technology of mitral valve repair and replacement for mitral valve disease. In: Seminars in cardiothoracic and vascular anesthesia, vol 23, no 1, p 1 Kohorst K, Pretorius M (2018) Future technology of mitral valve repair and replacement for mitral valve disease. In: Seminars in cardiothoracic and vascular anesthesia, vol 23, no 1, p 1
5.
go back to reference Pan M, Jiménez-Quevedo P, Serrador A, Pérez de Prado A, Mesa D, Estévez Loureiro R (2017) Selection of the best of 2016 in MitraClip therapy for the treatment of functional mitral regurgitation. Revista Española de Cardiología (Engl Ed) 70(3):216 Pan M, Jiménez-Quevedo P, Serrador A, Pérez de Prado A, Mesa D, Estévez Loureiro R (2017) Selection of the best of 2016 in MitraClip therapy for the treatment of functional mitral regurgitation. Revista Española de Cardiología (Engl Ed) 70(3):216
6.
go back to reference Cesna S, De Backer O, Søndergaard L (2017) Rapid adoption of transcatheter aortic valve replacement in intermediate- and high-risk patients to treat severe aortic valve stenosis. J Thorac Dis 9(6):1432CrossRefPubMedPubMedCentral Cesna S, De Backer O, Søndergaard L (2017) Rapid adoption of transcatheter aortic valve replacement in intermediate- and high-risk patients to treat severe aortic valve stenosis. J Thorac Dis 9(6):1432CrossRefPubMedPubMedCentral
7.
go back to reference Van Mieghem NM, Piazza N, Anderson RH, Tzikas A, Nieman K, De Laat LE, McGhie JS, Geleijnse ML, Feldman T, Serruys PW, De Jaegere PP (2010) Anatomy of the mitral valvular complex and its implications for transcatheter interventions for mitral regurgitation. J Am Coll Cardiol 56(8):617CrossRefPubMed Van Mieghem NM, Piazza N, Anderson RH, Tzikas A, Nieman K, De Laat LE, McGhie JS, Geleijnse ML, Feldman T, Serruys PW, De Jaegere PP (2010) Anatomy of the mitral valvular complex and its implications for transcatheter interventions for mitral regurgitation. J Am Coll Cardiol 56(8):617CrossRefPubMed
8.
go back to reference Bateman MG, Iaizzo PA (2012) Imaging in the context of replacement heart valve development: use of the Visible Heart® methodologies. Cardiovasc Diagn Therapy 2(3):220 Bateman MG, Iaizzo PA (2012) Imaging in the context of replacement heart valve development: use of the Visible Heart® methodologies. Cardiovasc Diagn Therapy 2(3):220
9.
go back to reference Leopaldi AM, Wrobel K, Speziali G, van Tuijl S, Drasutiene A, Chitwood WR (2018) The dynamic cardiac biosimulator: a method for training physicians in beating-heart mitral valve repair procedures. J Thorac Cardiovasc Surg 155(1):147CrossRefPubMed Leopaldi AM, Wrobel K, Speziali G, van Tuijl S, Drasutiene A, Chitwood WR (2018) The dynamic cardiac biosimulator: a method for training physicians in beating-heart mitral valve repair procedures. J Thorac Cardiovasc Surg 155(1):147CrossRefPubMed
10.
go back to reference Taramasso M, Candreva A, Pozzoli A, Guidotti A, Gaemperli O, Nietlispach F, Barthelmes J, Emmert MY, Weber A, Benussi S, Alfieri O, Maisano F (2015) Current challenges in interventional mitral valve treatment. J Thorac Dis 7(9):1536PubMedPubMedCentral Taramasso M, Candreva A, Pozzoli A, Guidotti A, Gaemperli O, Nietlispach F, Barthelmes J, Emmert MY, Weber A, Benussi S, Alfieri O, Maisano F (2015) Current challenges in interventional mitral valve treatment. J Thorac Dis 7(9):1536PubMedPubMedCentral
12.
go back to reference Mahmood F, Owais K, Taylor C, Montealegre-Gallegos M, Manning W, Matyal R, Khabbaz KR (2015) Three-dimensional printing of mitral valve using echocardiographic data. JACC Cardiovasc Imaging 8(2):226CrossRef Mahmood F, Owais K, Taylor C, Montealegre-Gallegos M, Manning W, Matyal R, Khabbaz KR (2015) Three-dimensional printing of mitral valve using echocardiographic data. JACC Cardiovasc Imaging 8(2):226CrossRef
13.
go back to reference Vukicevic M, Puperi DS, Jane Grande-Allen K, Little SH (2017) 3D printed modeling of the mitral valve for catheter-based structural interventions. Ann Biomed Eng 45(2):508CrossRefPubMed Vukicevic M, Puperi DS, Jane Grande-Allen K, Little SH (2017) 3D printed modeling of the mitral valve for catheter-based structural interventions. Ann Biomed Eng 45(2):508CrossRefPubMed
14.
go back to reference Sardari Nia P, Heuts S, Daemen J, Luyten P, Vainer J, Hoorntje J, Cheriex E, Maessen J (2016) Preoperative planning with three-dimensional reconstruction of patient’s anatomy, rapid prototyping and simulation for endoscopic mitral valve repair. Interact Cardiovasc Thorac Surg 24(2):163 Sardari Nia P, Heuts S, Daemen J, Luyten P, Vainer J, Hoorntje J, Cheriex E, Maessen J (2016) Preoperative planning with three-dimensional reconstruction of patient’s anatomy, rapid prototyping and simulation for endoscopic mitral valve repair. Interact Cardiovasc Thorac Surg 24(2):163
15.
go back to reference Grbic S, Easley TF, Mansi T, Bloodworth CH, Pierce EL, Voigt I, Neumann D, Krebs J, Yuh DD, Jensen MO, Comaniciu D, Yoganathan AP (2015) Multi-modal validation framework of mitral valve geometry and functional computational models. In: Statistical atlases and computational models of the heart. Imaging and modelling challenges, vol 8896, p 239 Grbic S, Easley TF, Mansi T, Bloodworth CH, Pierce EL, Voigt I, Neumann D, Krebs J, Yuh DD, Jensen MO, Comaniciu D, Yoganathan AP (2015) Multi-modal validation framework of mitral valve geometry and functional computational models. In: Statistical atlases and computational models of the heart. Imaging and modelling challenges, vol 8896, p 239
17.
go back to reference Ginty OK, Moore JM, Xu Y, Xia W, Fujii S, Bainbridge D, Peters TM, Kiaii BB, Chu MW (2018) Dynamic patient-specific three-dimensional simulation of mitral repair: can we practice mitral repair preoperatively? Innov Technol Tech Cardiothorac Vasc Surg 13(1):11CrossRef Ginty OK, Moore JM, Xu Y, Xia W, Fujii S, Bainbridge D, Peters TM, Kiaii BB, Chu MW (2018) Dynamic patient-specific three-dimensional simulation of mitral repair: can we practice mitral repair preoperatively? Innov Technol Tech Cardiothorac Vasc Surg 13(1):11CrossRef
18.
go back to reference Kikinis R, Pieper SD, Vosburgh KG (2014) 3D slicer: a platform for subject-specific image analysis, visualization, and clinical support. In: Intraoperative imaging and image-guided therapy. Springer, New York, NY, pp 277–289 Kikinis R, Pieper SD, Vosburgh KG (2014) 3D slicer: a platform for subject-specific image analysis, visualization, and clinical support. In: Intraoperative imaging and image-guided therapy. Springer, New York, NY, pp 277–289
19.
go back to reference Yoo TS, Ackerman MJ, Lorensen WE, Schroeder W, Chalana V, Aylward S, Metaxas D, Whitaker R (2002) Engineering and algorithm design for an image processing API: a technical report on ITK-the insight toolkit. Stud Health Technol Inform 85:586PubMed Yoo TS, Ackerman MJ, Lorensen WE, Schroeder W, Chalana V, Aylward S, Metaxas D, Whitaker R (2002) Engineering and algorithm design for an image processing API: a technical report on ITK-the insight toolkit. Stud Health Technol Inform 85:586PubMed
20.
go back to reference Scanlan AB, Nguyen AV, Ilina A, Lasso A, Cripe L, Jegatheeswaran A, Silvestro E, McGowan FX, Mascio CE, Fuller S, Spray TL, Cohen MS, Fichtinger G, Jolley MA (2018) Comparison of 3D echocardiogram-derived 3D printed valve models to molded models for simulated repair of pediatric atrioventricular valves. Pediatric Cardiol 39(3):538CrossRef Scanlan AB, Nguyen AV, Ilina A, Lasso A, Cripe L, Jegatheeswaran A, Silvestro E, McGowan FX, Mascio CE, Fuller S, Spray TL, Cohen MS, Fichtinger G, Jolley MA (2018) Comparison of 3D echocardiogram-derived 3D printed valve models to molded models for simulated repair of pediatric atrioventricular valves. Pediatric Cardiol 39(3):538CrossRef
21.
go back to reference Caselles V, Kimmel R, Sapiro G (1997) Geodesic active contours. Int J Comput Vis 22(1):61CrossRef Caselles V, Kimmel R, Sapiro G (1997) Geodesic active contours. Int J Comput Vis 22(1):61CrossRef
22.
go back to reference Carnahan P, Ginty O, Moore J, Lasso A, Jolley, M, Herz C, Eskandari M, Bainbridge D, Peters T (2019) Interactive-automatic segmentation and modelling of the mitral valve. In: Springer Lecture Notes in Computer Science, FIMH Proceedings . ArXiv:1905.01344 Carnahan P, Ginty O, Moore J, Lasso A, Jolley, M, Herz C, Eskandari M, Bainbridge D, Peters T (2019) Interactive-automatic segmentation and modelling of the mitral valve. In: Springer Lecture Notes in Computer Science, FIMH Proceedings . ArXiv:​1905.​01344
23.
go back to reference Boone N, Moore J, Ginty O, Bainbridge D, Peters T (2019) A dynamic mitral valve simulator for surgical training and patient specific preoperative planning. In: Medical imaging 2019: image-guided procedures, robotic interventions, and modeling, SPIE Proceedings, vol 10951 Boone N, Moore J, Ginty O, Bainbridge D, Peters T (2019) A dynamic mitral valve simulator for surgical training and patient specific preoperative planning. In: Medical imaging 2019: image-guided procedures, robotic interventions, and modeling, SPIE Proceedings, vol 10951
Metadata
Title
Dynamic, patient-specific mitral valve modelling for planning transcatheter repairs
Authors
Olivia K. Ginty
John T. Moore
Mehdi Eskandari
Patrick Carnahan
Andras Lasso
Matthew A. Jolley
Mark Monaghan
Terry M. Peters
Publication date
21-05-2019
Publisher
Springer International Publishing
Published in
International Journal of Computer Assisted Radiology and Surgery / Issue 7/2019
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-019-01998-y

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