An integrated approach to patient-specific predictive modeling for single ventricle heart palliation

Computer Methods in Biomechanics and Biomedical Engineering

Volumn 17, Issue 14, 2014, Pages 1572-1589

  Corsini, Chiara ^a   Baker, Catriona ^b   Kung, Ethan ^c   Schievano, Silvia ^b   Arbia, Gregory ^d   Baretta, Alessia ^a   Biglino, Giovanni ^b   Migliavacca, Francesco ^a   Dubini, Gabriele ^a   Pennati, Giancarlo ^a   Marsden, Alison ^c   Vignon Clementel, Irene ^d   Taylor, Andrew ^b   Hsia, Tain Yen ^b   Dorfman, Adam ^e  

^a POLITECNICO DI MILANO   (Italy)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d INRIA   (France)

^e UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

Author keywords

computational fluid dynamics; congenital heart disease; lumped parameter network; multi scale model; virtual surgery

Indexed keywords

COMPUTATIONAL FLUID DYNAMICS; COMPUTER SIMULATION; DISEASES; INTEGRATED CONTROL; LUMPED PARAMETER NETWORKS; CARDIOLOGY; DECISION MAKING; PATIENT TREATMENT;

CLINICAL DECISION MAKING; CONGENITAL HEART DISEASE; INDIVIDUAL DIFFERENCES; INTEGRATED APPROACH; LUMPED PARAMETER MODELS; MULTI-SCALE MODELING; THREE-DIMENSIONAL MODEL; VIRTUAL SURGERY; PATIENT SPECIFIC SURGICAL PLANNING;

SURGERY;

ARTERIAL CIRCULATION; ARTERIAL PRESSURE; ARTICLE; COMPUTER NETWORK; CONGENITAL HEART DISEASE; DYNAMICS; ECHOCARDIOGRAPHY; FINITE ELEMENT ANALYSIS; GEOMETRY; HEART CATHETERIZATION; HEART PALPITATION; HEART RATE; HEMODYNAMICS; INTEGRATED HEALTH CARE SYSTEM; OXYGEN SATURATION; PERFORMANCE; PRIORITY JOURNAL; PULMONARY ARTERY; PULMONARY SHUNT; BIOLOGICAL MODEL; BIOMECHANICS; BIOMEDICAL ENGINEERING; CARDIOVASCULAR SYSTEM; COMPUTATIONAL FLUID DYNAMICS; COMPUTER SIMULATION; EXPERIMENTAL DESIGN; HEART SINGLE VENTRICLE; MATHEMATICAL MODEL; PALLIATIVE THERAPY; VALIDATION STUDY;

COMPUTATIONAL FLUID DYNAMICS; CONGENITAL HEART DISEASE; LUMPED PARAMETER NETWORK; MULTI-SCALE MODEL; VIRTUAL SURGERY;

COMPUTER SIMULATION; FONTAN PROCEDURE; HEART VENTRICLES; HEMODYNAMICS; HUMANS; INFANT; MODELS, CARDIOVASCULAR; PALLIATIVE CARE;

EID: 84901608999     PISSN: 10255842     EISSN: 14768259     Source Type: Journal    
DOI: 10.1080/10255842.2012.758254     Document Type: Article

References (35)

1. AlevriadouBR, McIntireLV. 1995. Rheology. In: Thrombosis and hemorrhage. Cambridge, MA: Blackwell Science. p. 369-381Chapter 17.
2. ArmillottaA, BonhoefferP, DubiniG, FerraginaS, MigliavaccaF, SchievanoS. 2007. Use of rapid prototyping models in the planning of percutaneous pulmonary valved stent implantation. Proc Inst Mech Eng H. 221:407-416.
3. BardoDM, FrankelDG, ApplegateKE, MurphyDJ, SanetoRP. 2001. Hypoplastic left heart syndrome. Radiographics. 21:705-717.
4. BarettaA, CorsiniC, YangW, Vignon-ClementelIE, MarsdenAL, FeinsteinJA, HsiaTY, DubiniG, MigliavaccaF, PennatiG, et al., 2011. Virtual surgeries in patients with congenital heart disease: a multiscale modelling test case. Philos Trans R Soc A. 369:4316-4330.
5. BarettaA, CorsiniC, MarsdenAL, Vignon-ClementelIE, HsiaTY, DubiniG, MigliavaccaF, PennatiG, the Modeling Of Congenital Hearts Alliance (MOCHA) Investigators. 2012. Respiratory effects on hemodynamics in patient-specific CFD models of the Fontan circulation under exercise conditions. Eur J Mech B/Fluids. 35:61-69.
6. BoveEL, MigliavaccaF, de LevalMR, BalossinoR, PennatiG, LloydTR, KhambadkoneS, HsiaTY, DubiniG. 2008. Use of mathematical modeling to compare and predict hemodynamic effects of the modified Blalock-Taussig and right ventricle to pulmonary artery shunts for hypoplastic left heart syndrome. J Thorac Cardiovasc Surg. 136:312-320e2.
7. CorsiniC, CosentinoD, PennatiG, DubiniG, HsiaTY, MigliavaccaF. 2011. Multiscale models of the hybrid palliation for hypoplastic left heart syndrome. J Biomech. 44:767-770.
8. DillmanJR, DorfmanAL, AttiliAK, AgarwalPP, BellA, MuellerGC, HernandezRJ. 2010. Cardiovascular magnetic resonance imaging of hypoplastic left heart syndrome in children. Pediatr Radiol. 40:261-274.
9. DawsonCA, RickabyDA, LinehanJH, BronikowskiTA. 1988. Distributions of vascular volume and compliance in the lung. J Appl Physiol. 64:266-273.
10. de ZélicourtDA, PekkanK, ParksJ, KanterK, FogelM, YoganathanAP. 2006. Flow study of an extracardiac connection with persistent left superior vena cava. J Thorac Cardiovasc Surg. 131:785-791.
11. de ZélicourtDA, HaggertyCM, SundareswaranKS, WhitedBS, RossignacJR, KanterKR, GaynorJW, SprayTL, SotiropoulosF, FogelMA, et al., 2011. 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(5):1170-1177.
12. Esmaily MoghadamM, BazilevsY, HsiaTY, Vignon-ClementelIE, MarsdenAL. 2011. A comparison of outlet boundary treatments for prevention of backflow divergence with relevance to blood flow simulations. Comput Mech. 48:277-291.
13. Esmaily MoghadamM, MigliavaccaF, Vignon-ClementelIE, HsiaTY, MarsdenAL. 2012. Optimization of shunt placement for the Norwood surgery using multi-domain modeling. J Biomech Eng. 134(5):051002.
14. FontanF, BaudetE. 1971. Surgical repair of tricuspid atresia. Thorax. 26:240-248.
15. HaggertyCM, de ZélicourtDA, SundareswaranKS, PekkanK, WhitedB, RossignacJR, FogelMA, YoganathanAP. 2009. Hemodynamic assessment of virtual surgery options for a failing Fontan using lumped parameter simulation. Comput Cardiol. 36:389-392.
16. LaganàK, DubiniG, MigliavaccaF, PietrabissaR, PennatiG, VenezianiA, QuarteroniA. 2002. Multiscale modelling as a tool to prescribe realistic boundary conditions for the study of surgical procedures. Biorheology. 39(3-4):359-364.
17. LaganàK, BalossinoR, MigliavaccaF, PennatiG, BoveEL, de LevalMR, DubiniG. 2005. Multiscale modeling of the cardiovascular system: application to the study of pulmonary and coronary perfusions in the univentricular circulation. J Biomech.38:1129-1141.
18. MarsdenAL, Vignon-ClementelIE, ChanF, FeinsteinJA, TaylorCA. 2007. Effects of exercise and respiration on hemodynamic efficiency in CFD simulations of the total cavopulmonary connection. Ann Biomed Eng. 35(2):250-263.
19. MarsdenAL, BernsteinAJ, ReddyVM, ShaddenSC, SpilkerRL, ChanFP, TaylorCA, FeinsteinJA. 2009. Evaluation of a novel Y-shaped extracardiac Fontan baffle using computational fluid dynamics. J Thorac Cardiovasc Surg. 137:394-403e2.
20. MigliavaccaF, PennatiG, DubiniG, FumeroR, PietrabissaR, UrcelayG, BoveEL, HsiaTY, de LevalMR. 2001. Modeling of the Norwood circulation: effects of shunt size, vascular resistances, and heart rate. Am J Physiol Heart Circ Physiol. 280:H2076-H2086.
21. PekkanK, de ZélicourtD, GeL, SotiropoulosF, FrakesD, FogelMA, YoganathanAP. 2005. Physics-driven CFD modelling of complex anatomical cardiovascular flows - a TCPC case study. Ann Biomed Eng. 33:284-300.
22. PekkanK, WhitedB, KanterK, SharmaS, de ZélicourtD, SundareswaranK, FrakesD, RossignacJ, YoganathanAP. 2008. Patient-specific surgical planning and hemodynamic computational fluid dynamics optimization through free-form haptic anatomy editing tool (SURGEM). Med Biol Eng Comput. 46:1152-1139.
23. PekkanK, DasiLP, de ZélicourtD, SundareswaranKS, FogelMA, KanterKR, YoganathanAP. 2009. Hemodynamic performance of stage-2 univentricular reconstruction: Glenn vs. hemi-Fontan templates. Ann Biomed Eng. 37(1):50-63.
24. PennatiG, FumeroR. 2000. Scaling approach to study the changes through the gestation of human fetal cardiac and circulatory behaviors. Ann Biomed Eng.28:442-452.
25. PennatiG, CorsiniC, CosentinoD, HsiaTY, LuisiVS, DubiniG, MigliavaccaF. 2011. Boundary conditions of patient-specific fluid dynamics modelling of cavopulmonary connections: possible adaptation of pulmonary resistances results in a critical issue for a virtual surgical planning. Interface Focus. 1:297-307.
26. PressonRG, Jr, AudiSH, HangerCC, ZenkGM, SidnerRA, LinehanJH, WagnerWW, Jr, DawsonCA. 1998. Anatomic distribution of pulmonary vascular compliance. J Appl Physiol.84(1):303-310.
27. SchievanoS, MigliavaccaF, CoatsL, KhambadkoneS, CarminatiM, WilsonN, DeanfieldJE, BonhoefferP, TaylorAM. 2007. Percutaneous pulmonary valve implantation based on rapid prototyping of right ventricular outflow tract and pulmonary trunk from MR data. Radiology. 242(2):490-497.
28. SnyderMF, RideoutVC. 1969. Computer simulation studies of the venous circulation. IEEE Trans Biomed Eng.16(4):325-334.
29. SpilkerRL, FeinsteinJA, ParkerDW, ReddyVM, TaylorCA. 2007. Morphometry-based impedance boundary conditions for patient-specific modeling of blood flow in pulmonary arteries. Ann Biomed Eng. Aug;35:546-559.
30. SpilkerRL, TaylorCA. 2010. Tuning multidomain hemodynamic simulations to match physiological measurements. Ann Biomed Eng.38(8):2635-2648, 10.1007/s10439-010-0011-9.
31. TangBT, FonteTA, ChanFP, TsaoPS, FeinsteinJA, TaylorCA. 2010. Three-dimensional hemodynamics in the human pulmonary arteries under resting and exercise conditions. Ann Biomed Eng.39(1):347-358.
32. TroianowskiG, TaylorCA, FeinsteinJA, Vignon-ClementelIE. 2011. Three-dimensional simulations in Glenn patients: clinically based boundary conditions, hemodynamic results and sensitivity to input data. J Biomech Eng.133(11):111006.
33. Vignon-ClementelIE, FigueroaCA, JansenKE, TaylorCA. 2006. Outflow boundary conditions for three-dimensional finite element modeling of blood flow and pressure in arteries. Comput Methods Appl Mech Eng. 195:3776-3796.
34. Vignon-ClementelIE, MarsdenAM, FeinsteinJA. 2010. A primer on computational simulation in congenital heart disease for the clinician. Prog Pediatr Cardiol. 30(1-2):3-13.
35. Vignon-ClementelIE, FigueroaCA, JansenKE, TaylorCA. 2010. Outflow boundary conditions for 3D simulations of non-periodic blood flow and pressure fields in deformable arteries. Comput Methods Biomech Biomed Eng. 13(5):625-640.