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Spurgin SB, Arar YM, Zellers TM, Wang J, Madsen NL, Veeram Reddy SR, Cleaver O, Divekar AA. Angiographic tool to detect pulmonary arteriovenous malformations in single ventricle physiology. Cardiol Young 2024:1-6. [PMID: 38724470 DOI: 10.1017/s1047951124000933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/21/2024]
Abstract
OBJECTIVE Individuals with single ventricle physiology who are palliated with superior cavopulmonary anastomosis (Glenn surgery) may develop pulmonary arteriovenous malformations. The traditional tools for pulmonary arteriovenous malformation diagnosis are often of limited diagnostic utility in this patient population. We sought to measure the pulmonary capillary transit time to determine its value as a tool to identify pulmonary arteriovenous malformations in patients with single ventricle physiology. METHODS We defined the angiographic pulmonary capillary transit time as the number of cardiac cycles required for transit of contrast from the distal pulmonary arteries to the pulmonary veins. Patients were retrospectively recruited from a single quaternary North American paediatric centre, and angiographic and clinical data were reviewed. Pulmonary capillary transit time was calculated in 20 control patients and compared to 20 single ventricle patients at the pre-Glenn, Glenn, and Fontan surgical stages (which were compared with a linear-mixed model). Correlation (Pearson) between pulmonary capillary transit time and haemodynamic and injection parameters was assessed using angiograms from 84 Glenn patients. Five independent observers calculated pulmonary capillary transit time to measure reproducibility (intraclass correlation coefficient). RESULTS Mean pulmonary capillary transit time was 3.3 cardiac cycles in the control population, and 3.5, 2.4, and 3.5 in the pre-Glenn, Glenn, and Fontan stages, respectively. Pulmonary capillary transit time in the Glenn population did not correlate with injection conditions. Intraclass correlation coefficient was 0.87. CONCLUSIONS Pulmonary angiography can be used to calculate the pulmonary capillary transit time, which is reproducible between observers. Pulmonary capillary transit time accelerates in the Glenn stage, correlating with absence of direct hepatopulmonary venous flow.
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Affiliation(s)
- Stephen B Spurgin
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX, USA
| | - Yousef M Arar
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX, USA
| | - Thomas M Zellers
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX, USA
| | - Jijia Wang
- Department of Applied Clinical Research, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Nicolas L Madsen
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX, USA
| | - Surendranath R Veeram Reddy
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX, USA
| | - Ondine Cleaver
- Department of Molecular Biology and Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Abhay A Divekar
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX, USA
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Govindarajan V, Marshall L, Sahni A, Cetatoiu MA, Eickhoff EE, Davee J, St Clair N, Schulz NE, Hoganson DM, Hammer PE, Ghelani SJ, Prakash A, Del Nido PJ, Rathod RH. Impact of Age-Related Change in Caval Flow Ratio on Hepatic Flow Distribution in the Fontan Circulation. Circ Cardiovasc Imaging 2024; 17:e016104. [PMID: 38567518 PMCID: PMC11073583 DOI: 10.1161/circimaging.123.016104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 03/15/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND The Fontan operation is a palliative technique for patients born with single ventricle heart disease. The superior vena cava (SVC), inferior vena cava (IVC), and hepatic veins are connected to the pulmonary arteries in a total cavopulmonary connection by an extracardiac conduit or a lateral tunnel connection. A balanced hepatic flow distribution (HFD) to both lungs is essential to prevent pulmonary arteriovenous malformations and cyanosis. HFD is highly dependent on the local hemodynamics. The effect of age-related changes in caval inflows on HFD was evaluated using cardiac magnetic resonance data and patient-specific computational fluid dynamics modeling. METHODS SVC and IVC flow from 414 patients with Fontan were collected to establish a relationship between SVC:IVC flow ratio and age. Computational fluid dynamics modeling was performed in 60 (30 extracardiac and 30 lateral tunnel) patient models to quantify the HFD that corresponded to patient ages of 3, 8, and 15 years, respectively. RESULTS SVC:IVC flow ratio inverted at ≈8 years of age, indicating a clear shift to lower body flow predominance. Our data showed that variation of HFD in response to age-related changes in caval inflows (SVC:IVC, 2, 1, and 0.5 corresponded to ages, 3, 8, and 15+, respectively) was not significant for extracardiac but statistically significant for lateral tunnel cohorts. For all 3 caval inflow ratios, a positive correlation existed between the IVC flow distribution to both the lungs and the HFD. However, as the SVC:IVC ratio changed from 2 to 0.5 (age, 3-15+) years, the correlation's strength decreased from 0.87 to 0.64, due to potential flow perturbation as IVC flow momentum increased. CONCLUSIONS Our analysis provided quantitative insights into the impact of the changing caval inflows on Fontan's long-term HFD, highlighting the importance of SVC:IVC variations over time on Fontan's long-term hemodynamics. These findings broaden our understanding of Fontan hemodynamics and patient outcomes.
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Affiliation(s)
- Vijay Govindarajan
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
- Surgery (V.G., D.M.H., P.E.H.), Harvard Medical School, Boston, MA
- Department of Internal Medicine, University of Texas Health Science Center at Houston (V.G.)
| | - Lauren Marshall
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
| | - Akshita Sahni
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
| | - Maria A Cetatoiu
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
| | - Emily E Eickhoff
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
| | - Jocelyn Davee
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
| | - Nicole St Clair
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
| | - Noah E Schulz
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
| | - David M Hoganson
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
- Surgery (V.G., D.M.H., P.E.H.), Harvard Medical School, Boston, MA
| | - Peter E Hammer
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
- Surgery (V.G., D.M.H., P.E.H.), Harvard Medical School, Boston, MA
| | - Sunil J Ghelani
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
- Cardiology (S.J.G., A.P., P.J.d.N., R.H.R.), Boston Children's Hospital, MA
| | - Ashwin Prakash
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
- Cardiology (S.J.G., A.P., P.J.d.N., R.H.R.), Boston Children's Hospital, MA
| | - Pedro J Del Nido
- Departments of Cardiovascular Surgery (V.G., L.M., A.S., M.A.C., E.E.E., J.D., N.S.C., N.E.S., D.M.H., P.E.H., S.J.G., A.P., P.J.d.N.), Boston Children's Hospital, MA
- Cardiology (S.J.G., A.P., P.J.d.N., R.H.R.), Boston Children's Hospital, MA
| | - Rahul H Rathod
- Cardiology (S.J.G., A.P., P.J.d.N., R.H.R.), Boston Children's Hospital, MA
- Departments of Pediatrics (R.H.R.), Harvard Medical School, Boston, MA
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Spurgin SB, Arar YM, Zellers TM, Wang J, Madsen NL, Veeram Reddy SR, Cleaver O, Divekar AA. Angiographic Tool to Detect Pulmonary Arteriovenous Malformations in Single Ventricle Physiology. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.01.08.24300994. [PMID: 38260565 PMCID: PMC10802641 DOI: 10.1101/2024.01.08.24300994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Background Individuals with single ventricle physiology who are palliated with superior cavopulmonary anastomosis (Glenn surgery) may develop pulmonary arteriovenous malformations (PAVMs). The traditional tools for PAVM diagnosis are often of limited diagnostic utility in this patient population. We sought to measure the pulmonary capillary transit time (PCTT) to determine its value as a tool to identify PAVMs in patients with single ventricle physiology. Methods We defined the angiographic PCTT as the number of cardiac cycles required for transit of contrast from the distal pulmonary arteries to the pulmonary veins. Patients were retrospectively recruited from a single quaternary North American pediatric center, and angiographic and clinical data was reviewed. PCTT was calculated in 20 control patients and compared to 20 single ventricle patients at the pre-Glenn, Glenn, and Fontan surgical stages (which were compared with a linear-mixed model). Correlation (Pearson) between PCTT and hemodynamic and injection parameters was assessed using 84 Glenn angiograms. Five independent observers calculated PCTT to measure reproducibility (intra-class correlation coefficient). Results Mean PCTT was 3.3 cardiac cycles in the control population, and 3.5, 2.4, and 3.5 in the pre-Glenn, Glenn, and Fontan stages, respectively. PCTT in the Glenn population did not correlate with injection conditions. Intraclass correlation coefficient was 0.87. Conclusions Pulmonary angiography can be used to calculate the pulmonary capillary transit time, which is reproducible between observers. PCTT accelerates in the Glenn stage, correlating with absence of direct hepatopulmonary venous flow.
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Affiliation(s)
- Stephen B Spurgin
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX 75390, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX 75235, USA
| | - Yousef M Arar
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX 75390, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX 75235, USA
| | - Thomas M Zellers
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX 75390, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX 75235, USA
| | - Jijia Wang
- Department of Applied Clinical Research, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Nicolas L Madsen
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX 75390, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX 75235, USA
| | - Surendranath R Veeram Reddy
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX 75390, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX 75235, USA
| | - Ondine Cleaver
- Department of Molecular Biology and Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Abhay A Divekar
- Department of Pediatrics, Southwestern Medical Center, Dallas, TX 75390, USA
- Pediatric Cardiology, Children's Medical Center, Dallas, TX 75235, USA
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Govindarajan V, Marshall L, Sahni A, Cetatoiu M, Eickhoff E, Davee J, St Clair N, Schulz N, Hoganson DM, Hammer PE, Ghelani S, Prakash A, Del Nido PJ, Rathod RH. Impact of Age-related change in Caval Flow Ratio on Hepatic Flow Distribution in Fontan. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.09.06.23295166. [PMID: 37732201 PMCID: PMC10508792 DOI: 10.1101/2023.09.06.23295166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
Background The Fontan operation is a palliative technique for patients born with single ventricle heart disease. The superior vena cava (SVC), inferior vena cava (IVC), and hepatic veins are connected to the pulmonary arteries in a total cavopulmonary connection by an extracardiac (EC) conduit or a lateral tunnel (LT) connection. A balanced hepatic flow distribution (HFD) to both lungs is essential to prevent pulmonary arteriovenous malformations and cyanosis. HFD is highly dependent on the local hemodynamics. Objective The effect of age-related changes in caval inflows on HFD was evaluated using cardiac MRI (CMR) data and patient-specific computational fluid dynamics (CFD) modeling. Methods SVC and IVC flow from 414 Fontan patients were collected to establish a relationship between SVC:IVC flow ratio and age. CFD modeling was performed in 60 (30 EC and 30 LT) patient models to quantify the HFD that corresponded to patient ages of 3, 8, and 15 years, respectively. Results SVC:IVC flow ratio inverted at ∼8 years of age, indicating a clear shift to lower body flow predominance. Our data showed that variation of HFD in response to age-related changes in caval inflows (SVC:IVC = 2,1, and 0.5 corresponded to ages 3, 8, and 15+ respectively) was not significant for EC but statistically significant for LT cohorts. For all three caval inflow ratios, a positive correlation existed between the IVC flow distribution to both the lungs and the HFD. However, as the SVC:IVC ratio changed from 2→0.5 (age 3→15+), the correlation's strength decreased from 0.87→0.64, due to potential flow perturbation as IVC flow momentum increased. Conclusion Our analysis provided quantitative insights into the impact of the changing caval inflows on Fontan's long-term HFD, highlighting the importance of including SVC:IVC variations over time to understand Fontan's long-term hemodynamics. These findings broaden our understanding of Fontan hemodynamics and patient outcomes. Clinical Perspective With improvement in standard of care and management of single ventricle patients with Fontan physiology, the population of adults with Fontan circulation is increasing. Consequently, there is a clinical need to comprehend the impact of patient growth on Fontan hemodynamics. Using CMR data, we were able to quantify the relationship between changing caval inflows and somatic growth. We then used patient-specific computational flow modeling to quantify how this relationship affected the distribution of long-term hepatic flow in extracardiac and lateral tunnel Fontan types. Our findings demonstrated the significance of including SVC:IVC changes over time in CFD modeling to learn more about the long-term hemodynamics of Fontan. Fontan surgical approaches are increasingly planned and optimized using computational flow modeling. For a patient undergoing a Fontan procedure, the workflow presented in this study that takes into account the variations in Caval inflows over time can aid in predicting the long-term hemodynamics in a planned Fontan pathway.
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Rasooli R, Giljarhus KET, Hiorth A, Jolma IW, Vinningland JL, de Lange C, Brun H, Holmstrom H. In Silico Evaluation of a Self-powered Venous Ejector Pump for Fontan Patients. Cardiovasc Eng Technol 2023; 14:428-446. [PMID: 36877450 PMCID: PMC10412470 DOI: 10.1007/s13239-023-00663-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 02/06/2023] [Indexed: 03/07/2023]
Abstract
PURPOSE The Fontan circulation carries a dismal prognosis in the long term due to its peculiar physiology and lack of a subpulmonic ventricle. Although it is multifactorial, elevated IVC pressure is accepted to be the primary cause of Fontan's high mortality and morbidity. This study presents a self-powered venous ejector pump (VEP) that can be used to lower the high IVC venous pressure in single-ventricle patients. METHODS A self-powered venous assist device that exploits the high-energy aortic flow to lower IVC pressure is designed. The proposed design is clinically feasible, simple in structure, and is powered intracorporeally. The device's performance in reducing IVC pressure is assessed by conducting comprehensive computational fluid dynamics simulations in idealized total cavopulmonary connections with different offsets. The device was finally applied to complex 3D reconstructed patient-specific TCPC models to validate its performance. RESULTS The assist device provided a significant IVC pressure drop of more than 3.2 mm Hg in both idealized and patient-specific geometries, while maintaining a high systemic oxygen saturation of more than 90%. The simulations revealed no significant caval pressure rise (< 0.1 mm Hg) and sufficient systemic oxygen saturation (> 84%) in the event of device failure, demonstrating its fail-safe feature. CONCLUSIONS A self-powered venous assist with promising in silico performance in improving Fontan hemodynamics is proposed. Due to its passive nature, the device has the potential to provide palliation for the growing population of patients with failing Fontan.
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Affiliation(s)
- Reza Rasooli
- Department of Energy Resources, Faculty of Science and Technology, University of Stavanger, 4036, Stavanger, Norway.
| | - Knut Erik Teigen Giljarhus
- Department of Mechanical and Structural Engineering and Materials Science, University of Stavanger, 4036, Stavanger, Norway
| | - Aksel Hiorth
- Department of Energy Resources, Faculty of Science and Technology, University of Stavanger, 4036, Stavanger, Norway
| | - Ingunn Westvik Jolma
- Department of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, 4036, Stavanger, Norway
| | | | - Charlotte de Lange
- Department of Paediatric Radiology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Henrik Brun
- Section for Medical Cybernetics and Image Processing, The Intervention Centre, Oslo University Hospital Rikshospitalet, Oslo, Norway
- Department of Paediatric Cardiology, Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| | - Henrik Holmstrom
- Department of Paediatric Cardiology, Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
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Wei ZA, Fogel MA, Yoganathan AP. Invited Commentary to 'Hemodynamic performance of 16-20mm extracardiac Goretex conduits in adolescent Fontan patients at rest and during simulated exercise'. EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY : OFFICIAL JOURNAL OF THE EUROPEAN ASSOCIATION FOR CARDIO-THORACIC SURGERY 2022; 63:6998209. [PMID: 36688694 DOI: 10.1093/ejcts/ezad015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 01/20/2023] [Indexed: 01/24/2023]
Affiliation(s)
- Zhenglun Alan Wei
- Department of Biomedical Engineering, University of Massachusetts Lowell, Lowell, MA, USA
| | - Mark A Fogel
- Department of Cardiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ajit P Yoganathan
- Wallace H. Coulter School of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
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Schafstedde M, Yevtushenko P, Nordmeyer S, Kramer P, Schleiger A, Solowjowa N, Berger F, Photiadis J, Mykychak Y, Cho MY, Ovroutski S, Kuehne T, Brüning J. Virtual treatment planning in three patients with univentricular physiology using computational fluid dynamics—Pitfalls and strategies. Front Cardiovasc Med 2022; 9:898701. [PMID: 35990961 PMCID: PMC9381838 DOI: 10.3389/fcvm.2022.898701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 07/18/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundUneven hepatic venous blood flow distribution (HFD) to the pulmonary arteries is hypothesized to be responsible for the development of intrapulmonary arteriovenous malformations (PAVM) in patients with univentricular physiology. Thus, achieving uniform distribution of hepatic blood flow is considered favorable. However, no established method for the prediction of the post-interventional hemodynamics currently exists. Computational fluid dynamics (CFD) offers the possibility to quantify HFD in patient-specific anatomies before and after virtual treatment. In this study, we evaluated the potential benefit of CFD-assisted treatment planning.Materials and methodsThree patients with total cavopulmonary connection (TCPC) and PAVM underwent cardiovascular magnetic resonance imaging (CMR) and computed tomography imaging (CT). Based on this imaging data, the patient-specific anatomy was reconstructed. These patients were considered for surgery or catheter-based intervention aiming at hepatic blood flow re-routing. CFD simulations were then performed for the untreated state as well as for different surgical and interventional treatment options. These treatment options were applied as suggested by treating cardiologists and congenital heart surgeons with longstanding experience in interventional and surgical treatment of patients with univentricular physiology. HFD was quantified for all simulations to identify the most viable treatment decision regarding redistribution of hepatic blood flow.ResultsFor all three patients, the complex TCPC anatomy could be reconstructed. However, due to the presence of metallic stent implants, hybrid models generated from CT as well as CMR data were required. Numerical simulation of pre-interventional HFD agreed well with angiographic assessment and physiologic considerations. One treatment option resulting in improvement of HFD was identified for each patient. In one patient follow-up data after treatment was available. Here, the virtual treatment simulation and the CMR flow measurements differed by 15%.ConclusionThe combination of modern computational methods as well as imaging methods for assessment of patient-specific anatomy and flow might allow to optimize patient-specific therapy planning in patients with pronounced hepatic flow mismatch and PAVM. In this study, we demonstrate that these methods can also be applied in patients with complex univentricular physiology and extensive prior interventions. However, in those cases, hybrid approaches utilizing information of different image modalities may be required.
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Affiliation(s)
- Marie Schafstedde
- Department of Congenital Heart Disease–Pediatric Cardiology, German Heart Center Berlin, Berlin, Germany
- Institute for Cardiovascular Computer-Assisted Medicine, Charité–Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
- German Centre for Cardiovascular Research, Partner Site Berlin, Berlin, Germany
- *Correspondence: Marie Schafstedde,
| | - Pavlo Yevtushenko
- Institute for Cardiovascular Computer-Assisted Medicine, Charité–Universitätsmedizin Berlin, Berlin, Germany
| | - Sarah Nordmeyer
- Department of Congenital Heart Disease–Pediatric Cardiology, German Heart Center Berlin, Berlin, Germany
- Institute for Cardiovascular Computer-Assisted Medicine, Charité–Universitätsmedizin Berlin, Berlin, Germany
| | - Peter Kramer
- Department of Congenital Heart Disease–Pediatric Cardiology, German Heart Center Berlin, Berlin, Germany
| | - Anastasia Schleiger
- Department of Congenital Heart Disease–Pediatric Cardiology, German Heart Center Berlin, Berlin, Germany
| | - Natalia Solowjowa
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany
| | - Felix Berger
- Department of Congenital Heart Disease–Pediatric Cardiology, German Heart Center Berlin, Berlin, Germany
- German Centre for Cardiovascular Research, Partner Site Berlin, Berlin, Germany
- Department of Pediatric Cardiology, Charité–Universitätsmedizin Berlin, Berlin, Germany
| | - Joachim Photiadis
- Department of Congenital Heart Surgery, German Heart Center Berlin, Berlin, Germany
| | - Yaroslav Mykychak
- Department of Congenital Heart Surgery, German Heart Center Berlin, Berlin, Germany
| | - Mi-Young Cho
- Department of Congenital Heart Surgery, German Heart Center Berlin, Berlin, Germany
| | - Stanislav Ovroutski
- Department of Congenital Heart Disease–Pediatric Cardiology, German Heart Center Berlin, Berlin, Germany
| | - Titus Kuehne
- Department of Congenital Heart Disease–Pediatric Cardiology, German Heart Center Berlin, Berlin, Germany
- Institute for Cardiovascular Computer-Assisted Medicine, Charité–Universitätsmedizin Berlin, Berlin, Germany
- German Centre for Cardiovascular Research, Partner Site Berlin, Berlin, Germany
| | - Jan Brüning
- Institute for Cardiovascular Computer-Assisted Medicine, Charité–Universitätsmedizin Berlin, Berlin, Germany
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In Vitro Measurement of Hepatic Flow Distribution in Fontan Vascular Conduits: Towards Rapid Validation Techniques. J Biomech 2022; 137:111092. [DOI: 10.1016/j.jbiomech.2022.111092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 04/08/2022] [Accepted: 04/08/2022] [Indexed: 11/24/2022]
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Liu X, Kim B, Loke YH, Mass P, Olivieri L, Hibino N, Fuge M, Krieger A. Semi-Automatic Planning and Three-Dimensional Electrospinning of Patient-Specific Grafts for Fontan Surgery. IEEE Trans Biomed Eng 2022; 69:186-198. [PMID: 34156934 PMCID: PMC8753752 DOI: 10.1109/tbme.2021.3091113] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
This paper proposes a semi-automatic Fontan surgery planning method for designing and manufacturing hemodynamically optimized patient-specific grafts. Fontan surgery is a palliative procedure for patients with a single ventricle heart defect by creating a new path using a vascular graft for the deoxygenated blood to be directed to the lungs, bypassing the heart. However, designing patient-specific grafts with optimized hemodynamic performance is a complex task due to the variety of patient-specific anatomies, confined surgical planning space, and the requirement of simultaneously considering multiple design criteria for vascular graft optimization. To address these challenges, we used parameterized Fontan pathways to explore patient-specific vascular graft design spaces and search for optimal solutions by formulating a nonlinear constrained optimization problem, which minimizes indexed power loss (iPL) of the Fontan model by constraining hepatic flow distribution (HFD), percentage of abnormal wall shear stress (%WSS) and geometric interference between Fontan pathways and the heart models (InDep) within clinically acceptable thresholds. Gaussian process regression was employed to build surrogate models of the hemodynamic parameters as well as InDep and [Formula: see text] (conduit model smoothness indicator) for optimization by pattern search. We tested the proposed method on two patient-specific models (n=2). The results showed the automatically optimized (AutoOpt) Fontan models hemodynamically outperformed or at least are comparable to manually optimized Fontan models with significantly reduced surgical planning time (15 hours versus over 2 weeks). We also demonstrated feasibility of manufacturing the AutoOpt Fontan conduits by using electrospun nanofibers.
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Affiliation(s)
- Xiaolong Liu
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, USA,Department of Mechanical Engineering, University of Maryland, College Park, MD, USA
| | - Byeol Kim
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, USA,Department of Mechanical Engineering, University of Maryland, College Park, MD, USA
| | - Yue-Hin Loke
- Division of Cardiology, Children’s National Hospital, Washington DC, USA
| | - Paige Mass
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children’s National Hospital, Washington DC, USA
| | - Laura Olivieri
- Division of Cardiology, Children’s National Hospital, Washington DC, USA,Sheikh Zayed Institute for Pediatric Surgical Innovation, Children’s National Hospital, Washington DC, USA
| | - Narutoshi Hibino
- Section of Cardiac Surgery, Department of Surgery, The University of Chicago Medicine, Chicago, IL, USA,Division of Cardiac Surgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Mark Fuge
- Department of Mechanical Engineering, University of Maryland, College Park, MD, USA
| | - Axel Krieger
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, USA,Department of Mechanical Engineering, University of Maryland, College Park, MD, USA
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10
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Lashkarinia SS, Cicek M, Kose B, Rezaeimoghaddam M, Yılmaz EH, Aydemir NA, Rasooli R, Ozkok S, Yurtseven N, Erdem H, Pekkan K, Sasmazel A. OUP accepted manuscript. Interact Cardiovasc Thorac Surg 2022; 34:1095-1105. [PMID: 35134949 PMCID: PMC9159461 DOI: 10.1093/icvts/ivac001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 10/21/2021] [Accepted: 01/14/2022] [Indexed: 11/23/2022] Open
Affiliation(s)
| | - Murat Cicek
- Department of Cardiovascular Surgery, Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey
| | - Banu Kose
- Department of Biomedical Engineering, Istanbul Medipol University, Istanbul, Turkey
| | | | - Emine Hekim Yılmaz
- Department of Cardiovascular Surgery, Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey
| | - Numan Ali Aydemir
- Department of Cardiovascular Surgery, Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey
| | - Reza Rasooli
- Department of Mechanical Engineering, Koc University, Istanbul, Turkey
| | - Sercin Ozkok
- Research Hospital Radiology Department, Medeniyet University Goztepe Training, Istanbul, Turkey
| | - Nurgul Yurtseven
- Anesthesiology, Pediatric Cardiac Intensive Care Unit, Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey
| | - Hasan Erdem
- Department of Cardiovascular Surgery, Kosuyolu Yuksek Ihtisas Training and Research Hospital, Istanbul, Turkey
| | - Kerem Pekkan
- Department of Mechanical Engineering, Koc University, Istanbul, Turkey
- Mechanical Engineering Department Koç University Rumeli Feneri Campus, Sarıyer, 34450 Istanbul, Turkey. Tel: +90-(533)-356-35-95; e-mail: (K.Pekkan)
| | - Ahmet Sasmazel
- Department of Cardiovascular Surgery, Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey
- Corresponding author. Pediatric Cardiovascular Surgery, Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Research Hospital, Tibbiye Cad. No: 13, Uskudar, 34668 Istanbul,Turkey. Tel: +90-(216)-542-44-44; e-mail: (A. Sasmazel)
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11
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Is Doppler Echocardiography Adequate for Surgical Planning of Single Ventricle Patients? Cardiovasc Eng Technol 2021; 12:606-617. [PMID: 33931807 DOI: 10.1007/s13239-021-00533-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 03/12/2021] [Indexed: 12/13/2022]
Abstract
PURPOSE Surgical planning has shown great potential for optimizing outcomes for patients affected by single ventricle (SV) malformations. Phase-contrast magnetic resonance imaging (PC-MRI) is the routine technique used for flow acquisition in the surgical planning paradigm. However, PC-MRI may suffer from possible artifacts in certain cases; furthermore, this technology may not be readily available for patients in low and lower-middle-income countries. Therefore, this study aims to investigate the effectiveness of using Doppler echocardiography (echo-Doppler) for flow acquisitions of SV surgical planning. METHODS This study included eight patients whose blood flow data was acquired by both PC-MRI and echo-Doppler. A virtual surgery platform was used to generate two surgical options for each patient: (1) a traditional Fontan conduit and (2) a Y-graft. Computational fluid dynamics (CFD) simulations were conducted using the two flow acquisitions to assess clinically relevant hemodynamic metrics: indexed power loss (iPL) and hepatic flow distribution (HFD). RESULTS Differences exist in flow data acquired by PC-MRI and echo-Doppler, but no statistical significance was obtained. Flow fields, therefore, exhibit discrepancies between simulations using flow acquisitions by PC-MRI and echo-Doppler. In virtual surgery, the two surgical options were ranked based on these metrics. No difference was observed in the ranking of surgical options between using different flow acquisitions. CONCLUSION Doppler echocardiography is an adequate alternative approach to acquire flow data for SV surgical planning. This finding encourages broader usage of SV surgical planning with echo-Doppler when MRI may present artifacts or is not available, especially in low and lower-middle-income countries.
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12
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Joshi K, Sharma C, Misra N, Kholwadwala D, Georgekutty J, Friedman R, Parnell V. A unique approach to Fontan revision in a cyanotic patient. PROGRESS IN PEDIATRIC CARDIOLOGY 2020. [DOI: 10.1016/j.ppedcard.2020.101298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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13
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Fluid-Structure Interaction Simulation of an Intra-Atrial Fontan Connection. BIOLOGY 2020; 9:biology9120412. [PMID: 33255292 PMCID: PMC7760396 DOI: 10.3390/biology9120412] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Revised: 11/19/2020] [Accepted: 11/20/2020] [Indexed: 12/15/2022]
Abstract
Simple Summary A fluid-structure interaction (FSI) simulation of an intra-atrial Fontan connection was performed. Power loss and pressure drop results fluctuated less during the FSI simulation than during the simulation run with rigid walls, but there were no observable differences in time-averaged pressure drop, connection power loss or hepatic flow distribution. These results suggested that employing a rigid wall is a reasonable assumption when evaluating time-averaged hemodynamic quantities of the Fontan connection under resting breath-held flow conditions. Abstract Total cavopulmonary connection (TCPC) hemodynamics has been hypothesized to be associated with long-term complications in single ventricle heart defect patients. Rigid wall assumption has been commonly used when evaluating TCPC hemodynamics using computational fluid dynamics (CFD) simulation. Previous study has evaluated impact of wall compliance on extra-cardiac TCPC hemodynamics using fluid-structure interaction (FSI) simulation. However, the impact of ignoring wall compliance on the presumably more compliant intra-atrial TCPC hemodynamics is not fully understood. To narrow this knowledge gap, this study aims to investigate impact of wall compliance on an intra-atrial TCPC hemodynamics. A patient-specific model of an intra-atrial TCPC is simulated with an FSI model. Patient-specific 3D TCPC anatomies were reconstructed from transverse cardiovascular magnetic resonance images. Patient-specific vessel flow rate from phase-contrast magnetic resonance imaging (MRI) at the Fontan pathway and the superior vena cava under resting condition were prescribed at the inlets. From the FSI simulation, the degree of wall deformation was compared with in vivo wall deformation from phase-contrast MRI data as validation of the FSI model. Then, TCPC flow structure, power loss and hepatic flow distribution (HFD) were compared between rigid wall and FSI simulation. There were differences in instantaneous pressure drop, power loss and HFD between rigid wall and FSI simulations, but no difference in the time-averaged quantities. The findings of this study support the use of a rigid wall assumption on evaluation of time-averaged intra-atrial TCPC hemodynamic metric under resting breath-held condition.
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14
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Abstract
The authors summarize the most important anatomic and physiologic substrates of Fontan circulation. Common anatomic substrates include hypoplastic left heart syndrome, tricuspid atresia, double inlet left ventricle, and unbalanced atrioventricular septal defects. After the Fontan operation exercise capacity is limited and the key hemodynamic drivers is limited preload due to a relatively fixed pulmonary vascular resistance. The authors provide contemporary data on survival, morbidity, and need for reintervention. Operative morality is now expected to be less than 1% and 30 year survival approximately 89%. The authors delineate potential therapeutic approaches for the potential late complications.
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Affiliation(s)
- Ahmed AlZahrani
- Adult Congenital Heart Disease Program, Paediatric Cardiology, Prince Sultan Cardiac Centre, PO Box 7897 - G352, Riyadh 11159, Saudi Arabia
| | - Rahul Rathod
- Department of Pediatrics, Harvard Medical School, Boston Children's Hospital, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Ahmed Krimly
- Department of Cardiology, King Faisal Cardiac Center, King Abdulaziz Medical City, Ministry of National Guard Health Affairs, 6412 ibn Mashhur Street, Alsalama District, Jeddah 23436 2946, Saudi Arabia; Department of Medical Research, King Abdullah International Medical Research Center, Jeddah, Saudi Arabia; Department of Medical Research, King Saud Bin Abdulaziz University for Health Science, Jeddah, Saudi Arabia
| | - Yezan Salam
- College of Medicine, Alfaisal University, Takhassusi Street, Riyadh-11533, Saudi Arabia
| | - AlJuhara Thaar AlMarzoog
- Adult Congenital Heart Disease Service, King Faisal Specialist Hospital and Research Centre, Zahrawi Street, Al Maather, Al Maazer, Riyadh 12713, Saudi Arabia
| | - Gruschen R Veldtman
- Adult Congenital Heart Disease, Heart Centre, King Faisal Specialist Hospital and Research Centre, Zahrawi Street, Al Maather, Al Maazer, Riyadh 12713, Saudi Arabia.
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15
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Wei ZA, Johnson C, Trusty P, Stephens M, Wu W, Sharon R, Srimurugan B, Kottayil BP, Sunil GS, Fogel MA, Yoganathan AP, Kappanayil M. Comparison of Fontan Surgical Options for Patients with Apicocaval Juxtaposition. Pediatr Cardiol 2020; 41:1021-1030. [PMID: 32377893 PMCID: PMC7325867 DOI: 10.1007/s00246-020-02353-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 04/23/2020] [Indexed: 12/22/2022]
Abstract
Apicocaval juxtaposition (ACJ) is a rare form of viscerocardiac malpositions in association with single-ventricle congenital heart defects. The Fontan surgery is the common palliation, and possible surgical options include ipsilateral, contralateral, and intra-atrial conduits. Concerns include lower hemodynamic performances or risks of conduit compression by the cardiac mass. This study investigates the hemodynamics and clinical outcomes of ACJ patients and potential surgical improvements. Ten consecutive ACJ patients were included, along with a reference cohort of ten non-ACJ patients. Magnetic resonance images were acquired at 6 ± 0.6 year follow-up for anatomical analysis and hemodynamic assessments using computational fluid dynamics. Metrics of interest are deformation index (DI), indexed power loss (iPL), and hepatic flow distribution (HFDoff). A "virtual" surgery was performed to explore potential hemodynamic improvements using a straightened conduit. DI for ACJ patients fell within the DI range of non-ACJ patients. Contralateral conduits had insignificantly higher iPL (0.070 [0.032,0.137]) than ipsilateral conduits (0.041 [0.013,0.095]) and non-ACJ conduits (0.034 [0.011,0.061]). HFDoff was similar for the ipsilateral (21 [12,35]), contralateral (26 [7,41]), and non-ACJ Fontan conduits (17 [0,48]). Virtual surgery demonstrated that a straightened conduit reduced HFDoff and iPL for the contralateral and ipsilateral conduits, potentially leading to improved clinical outcomes. In this limited sample, the hemodynamic performance of ACJ patients was not significantly different from their non-ACJ counterparts. The use of a straightened conduit option could potentially improve patient outcomes. Additionally, the fear of significant compression of conduits for ACJ patients was unsupported.
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Affiliation(s)
- Zhenglun Alan Wei
- Department of Biomedical Engineering, Georgia Institute of Technology, Suite 200, 387 Technology Circle, Atlanta, GA, 30313-2412, USA
| | - Camille Johnson
- Department of Biomedical Engineering, Georgia Institute of Technology, Suite 200, 387 Technology Circle, Atlanta, GA, 30313-2412, USA
| | - Phillip Trusty
- Department of Biomedical Engineering, Georgia Institute of Technology, Suite 200, 387 Technology Circle, Atlanta, GA, 30313-2412, USA
| | - Morgan Stephens
- Department of Biomedical Engineering, Georgia Institute of Technology, Suite 200, 387 Technology Circle, Atlanta, GA, 30313-2412, USA
| | - Wenjun Wu
- Department of Biomedical Engineering, Georgia Institute of Technology, Suite 200, 387 Technology Circle, Atlanta, GA, 30313-2412, USA
| | - Ritchie Sharon
- Amrita Institute of Medical Sciences and Research Centre, Kochi, India
| | - Balaji Srimurugan
- Amrita Institute of Medical Sciences and Research Centre, Kochi, India
| | | | - G S Sunil
- Amrita Institute of Medical Sciences and Research Centre, Kochi, India
| | - Mark A Fogel
- Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ajit P Yoganathan
- Department of Biomedical Engineering, Georgia Institute of Technology, Suite 200, 387 Technology Circle, Atlanta, GA, 30313-2412, USA.
| | - Mahesh Kappanayil
- Amrita Institute of Medical Sciences and Research Centre, Kochi, India
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16
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Non-Newtonian Effects on Patient-Specific Modeling of Fontan Hemodynamics. Ann Biomed Eng 2020; 48:2204-2217. [PMID: 32372365 DOI: 10.1007/s10439-020-02527-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 04/29/2020] [Indexed: 12/15/2022]
Abstract
The Fontan procedure is a common palliative surgery for congenital single ventricle patients. In silico and in vitro patient-specific modeling approaches are widely utilized to investigate potential improvements of Fontan hemodynamics that are related to long-term complications. However, there is a lack of consensus regarding the use of non-Newtonian rheology, warranting a systematic investigation. This study conducted in silico patient-specific modeling for twelve Fontan patients, using a Newtonian and a non-Newtonian model for each patient. Differences were quantified by examining clinically relevant metrics: indexed power loss (iPL), indexed viscous dissipation rate (iVDR), hepatic flow distribution (HFD), and regions of low wall shear stress (AWSS). Four sets of "non-Newtonian importance factors" were calculated to explore their effectiveness in identifying the non-Newtonian effect. No statistical differences were observed in iPL, iVDR, and HFD between the two models at the population-level, but large inter-patient variations exist. Significant differences were detected regarding AWSS, and its correlations with non-Newtonian importance factors were discussed. Additionally, simulations using the non-Newtonian model were computationally faster than those using the Newtonian model. These findings distinguish good importance factors for identifying non-Newtonian rheology and encourage the use of a non-Newtonian model to assess Fontan hemodynamics.
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17
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Contijoch F, Li B, Yang W, Silva-Sepulveda JA, Vodkin I, Printz B, Vavinskaya V, Hegde S, Marsden A, El-Sabrout H, Alshawabkeh L, Moore JW, El-Said H. Exercise MRI highlights heterogeneity in cardiovascular mechanics among patients with Fontan circulation: proposed protocol for routine evaluation. J Thorac Dis 2020; 12:1204-1212. [PMID: 32274201 PMCID: PMC7139092 DOI: 10.21037/jtd.2019.09.59] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Accepted: 09/17/2019] [Indexed: 11/30/2022]
Abstract
Single ventricle physiology and palliation via the Fontan operation lead to a series of cardiovascular changes. In addition, organs such as the kidneys and liver have been shown to experience insults and subsequent injury. This has led to routine surveillance of patients. We present findings from a small cohort of patients that was deeply phenotyped to illustrate the need for comprehensive evaluation. A cohort of four Fontan patients with fairly high cardiovascular function was recruited 5-10 years post-Fontan. Patients underwent a rigorous clinical work-up after which a research MRI scan was performed during which (I) data were obtained during exercise to evaluate changes in stroke volume during supine exercise and (II) magnetic resonance angiograms with phase-contrast images were obtained for computational modeling of flows through the Fontan circulation at rest. Clinical measures were consistent with a fairly homogeneous high function cohort (peak oxygen consumption >20 mL/kg/min, robust response to exercise, peak ventilatory efficiency below levels associated with heart failure, MR-derived ejection fraction >50%). Liver evaluation did not reveal clear signs of cirrhosis or extensive fibrosis. However, we observed considerable variability (27-162%) in the increase in stroke index with exercise [100%±64% increase, 53.9±17.4 mL/beat m2 (rest), 101.1±20.7 mL/beat m2, (exercise)]. Computational flow modeling at rest in two patients also showed marked differences in flow distribution and shear stress. We report marked differences in both changes in stroke index during an exercise MRI protocol as well as computational flow patterns at rest suggesting different compensation strategies may be associated with high functioning Fontan patients. The observed heterogeneity illustrates the need for deep phenotyping to capture patient-specific adaptive mechanisms.
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Affiliation(s)
- Francisco Contijoch
- Department of Bioengineering, UC San Diego, La Jolla CA, USA
- Department of Radiology, UC San Diego, La Jolla CA, USA
| | - Bochao Li
- Department of Bioengineering, UC San Diego, La Jolla CA, USA
| | - Weiguang Yang
- Department of Pediatrics, Stanford University, Palo Alto, CA, USA
| | | | - Irine Vodkin
- Department of Medicine, UC San Diego, La Jolla, CA, USA
| | - Beth Printz
- Department of Pediatric Cardiology, Rady Children’s Hospital, San Diego, CA, USA
| | | | - Sanjeet Hegde
- Department of Pediatric Cardiology, Rady Children’s Hospital, San Diego, CA, USA
| | - Alison Marsden
- Department of Pediatrics, Stanford University, Palo Alto, CA, USA
- Department of Bioengineering, Stanford University, Palo Alto, CA, USA
| | - Hannah El-Sabrout
- Department of Society and Genetics, UC Los Angeles, Los Angeles, CA, USA
| | | | - John W. Moore
- Department of Pediatric Cardiology, Rady Children’s Hospital, San Diego, CA, USA
| | - Howaida El-Said
- Department of Pediatric Cardiology, Rady Children’s Hospital, San Diego, CA, USA
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18
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Role of surgeon intuition and computer-aided design in Fontan optimization: A computational fluid dynamics simulation study. J Thorac Cardiovasc Surg 2020; 160:203-212.e2. [PMID: 32057454 DOI: 10.1016/j.jtcvs.2019.12.068] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 11/27/2019] [Accepted: 12/13/2019] [Indexed: 01/14/2023]
Abstract
OBJECTIVE Customized Fontan designs, generated by computer-aided design (CAD) and optimized by computational fluid dynamics simulations, can lead to novel, patient-specific Fontan conduits unconstrained by off-the-shelf grafts. The relative contributions of both surgical expertise and CAD to Fontan optimization have not been addressed. In this study, we assessed hemodynamic performance of Fontans designed by both surgeon's unconstrained modeling (SUM) and by CAD. METHODS Ten cardiac magnetic resonance imaging datasets were used to create 3-dimensional (3D) models of Fontans. Baseline computational fluid dynamics simulations assessed Fontan indexed power loss (iPL), hepatic flow distribution, and percentage of conduit surface area with abnormally low wall shear stress for venous flow (<1 dyne/cm2). Fontans not meeting thresholds were redesigned using 2 methods: SUM (ie, original venous anatomy without the Fontan was 3D printed and sent to surgeon for Fontan redesign with clay modeling) and CAD (ie, the same 3D geometry was sent to engineers for iterative Fontan redesign guided by computational fluid dynamics). Both groups were blinded to each other's results. RESULTS Eight Fontans were redesigned by SUM and CAD methods. Both SUM and CAD redesigns met iPL thresholds. SUM had lower iPL, whereas CAD demonstrated balanced hepatic flow distribution and lower wall shear stress percentage. Wall shear stress percentage shared an inverse relationship with iPL, preventing oversized Fontan designs. CONCLUSIONS Customized Fontan conduits with low iPL can be created by either a surgeon or CAD. CAD can also improve hepatic flow distribution and prevent oversized Fontan designs. Future studies should investigate workflows that combine SUM and CAD to optimize Fontan conduits.
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19
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Impact of Free-Breathing Phase-Contrast MRI on Decision-Making in Fontan Surgical Planning. J Cardiovasc Transl Res 2019; 13:640-647. [DOI: 10.1007/s12265-019-09930-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Accepted: 10/21/2019] [Indexed: 11/26/2022]
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20
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Rutkowski D, Medero R, Ruesink T, Roldan-Alzate A. Modeling Physiological Flow Variation in Fontan Models with 4d Flow Mri, Particle Image Velocimetry, and Arterial Spin Labeling. J Biomech Eng 2019; 141:1065454. [PMID: 31596919 DOI: 10.1115/1.4045110] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Indexed: 11/08/2022]
Abstract
The Fontan procedure is a successful palliation for single ventricle defect. Yet, a number of complications still occur in Fontan patients due to abnormal blood flow dynamics, necessitating improved flow analysis and treatment methods. Phase-contrast magnetic resonance imaging (MRI) has emerged as a suitable method for such flow analysis. However, limitations on altering physiological blood flow conditions in the patient while in the MRI bore inhibit experimental investigation of a variety of factors that contribute to impaired cardiovascular health in these patients. Furthermore, resolution and flow regime limitations in phase contrast MRI pose a challenge for accurate and consistent flow characterization. In this study, patient-specific physical models were created based on nine Fontan geometries and MRI experiments mimicking low and high flow conditions, as well as steady and pulsatile flow, were conducted. Additionally, an optically transparent Fontan model was created for flow analyses using a particle image velocimetry (PIV) system, arterial spin labeling (ASL), and four-dimensional (4D) flow MRI. Differences, though non-statistically significant, were observed between flow conditions and between patient-specific models. Large between-model variation supported the need for further improvement for patient-specific modeling on each unique Fontan anatomical configuration. Furthermore, high resolution PIV and flow tracking ASL data provided flow information that was not obtainable with 4D flow MRI alone.
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Affiliation(s)
- David Rutkowski
- Mechanical Engineering, University of Wisconsin - Madison, Madison, WI, United States; Radiology, University of Wisconsin - Madison, Madison, WI, United States
| | - Rafael Medero
- Mechanical Engineering, University of Wisconsin - Madison, Madison, WI, United States; Radiology, University of Wisconsin - Madison, Madison, WI, United States
| | - Timothy Ruesink
- Mechanical Engineering, University of Wisconsin - Madison, Madison, WI, United States; Radiology, University of Wisconsin - Madison, Madison, WI, United States
| | - Alejandro Roldan-Alzate
- Mechanical Engineering, University of Wisconsin - Madison, Madison, WI, United States; Radiology, University of Wisconsin - Madison, Madison, WI, United States; Biomedical Engineering, University of Wisconsin - Madison, Madison, WI, United States
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21
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Rychik J, Atz AM, Celermajer DS, Deal BJ, Gatzoulis MA, Gewillig MH, Hsia TY, Hsu DT, Kovacs AH, McCrindle BW, Newburger JW, Pike NA, Rodefeld M, Rosenthal DN, Schumacher KR, Marino BS, Stout K, Veldtman G, Younoszai AK, d'Udekem Y. Evaluation and Management of the Child and Adult With Fontan Circulation: A Scientific Statement From the American Heart Association. Circulation 2019; 140:e234-e284. [PMID: 31256636 DOI: 10.1161/cir.0000000000000696] [Citation(s) in RCA: 457] [Impact Index Per Article: 91.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
It has been 50 years since Francis Fontan pioneered the operation that today bears his name. Initially designed for patients with tricuspid atresia, this procedure is now offered for a vast array of congenital cardiac lesions when a circulation with 2 ventricles cannot be achieved. As a result of technical advances and improvements in patient selection and perioperative management, survival has steadily increased, and it is estimated that patients operated on today may hope for a 30-year survival of >80%. Up to 70 000 patients may be alive worldwide today with Fontan circulation, and this population is expected to double in the next 20 years. In the absence of a subpulmonary ventricle, Fontan circulation is characterized by chronically elevated systemic venous pressures and decreased cardiac output. The addition of this acquired abnormal circulation to innate abnormalities associated with single-ventricle congenital heart disease exposes these patients to a variety of complications. Circulatory failure, ventricular dysfunction, atrioventricular valve regurgitation, arrhythmia, protein-losing enteropathy, and plastic bronchitis are potential complications of the Fontan circulation. Abnormalities in body composition, bone structure, and growth have been detected. Liver fibrosis and renal dysfunction are common and may progress over time. Cognitive, neuropsychological, and behavioral deficits are highly prevalent. As a testimony to the success of the current strategy of care, the proportion of adults with Fontan circulation is increasing. Healthcare providers are ill-prepared to tackle these challenges, as well as specific needs such as contraception and pregnancy in female patients. The role of therapies such as cardiovascular drugs to prevent and treat complications, heart transplantation, and mechanical circulatory support remains undetermined. There is a clear need for consensus on how best to follow up patients with Fontan circulation and to treat their complications. This American Heart Association statement summarizes the current state of knowledge on the Fontan circulation and its consequences. A proposed surveillance testing toolkit provides recommendations for a range of acceptable approaches to follow-up care for the patient with Fontan circulation. Gaps in knowledge and areas for future focus of investigation are highlighted, with the objective of laying the groundwork for creating a normal quality and duration of life for these unique individuals.
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22
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Montesa C, Karamlou T, Ratnayaka K, Pophal SG, Ryan J, Nigro JJ. Hepatic Vein Incorporation Into the Azygos System in Heterotaxy and Interrupted Inferior Vena Cava. World J Pediatr Congenit Heart Surg 2019; 10:330-337. [DOI: 10.1177/2150135119842869] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Patients with heterotaxy, single ventricle and interrupted inferior vena cava are at risk of developing significant pulmonary arteriovenous malformations and cyanosis, and inequitable distribution of hepatic factor has been implicated in their development. We describe our experience with a technique for hepatic vein incorporation that reliably provides resolution of cyanosis and presumably equitable hepatic factor distribution. Methods: A retrospective review of a single-surgeon experience was conducted for patients who underwent this modified Fontan operation utilizing an extracardiac conduit from the hepatic veins to the dominant superior cavopulmonary connection. Preoperative characteristics and imaging, operative details, and postoperative course and imaging were abstracted. Results: Median age at operation was 5 years (2-10 years) and median weight was 19.6 kg (11.8-23 kg). Sixty percent (3/5) of patients had Fontan completion without cardiopulmonary bypass, and follow-up was complete at a median of 14 months (range 1-20 months). Systemic saturations increased significantly from 81% ± 1.9% preoperatively to 95% ± 3.5% postoperatively, P = .0008. Median length of stay was 10 days (range: 7-14 days). No deaths occurred. One patient required reoperation for bleeding and one was readmitted for pleural effusion. Postoperative imaging suggested distribution of hepatic factor to all lung segments with improved pulmonary arteriovenous malformation burden. Conclusions: Hepatic vein incorporation for patients with heterotaxy and interrupted inferior vena cava should optimally provide equitable pulmonary distribution of hepatic factor with resolution of cyanosis. The described technique is performed through a conventional approach, is facile, and improves cyanosis in these complex patients.
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Affiliation(s)
- Christine Montesa
- Division of Cardiovascular Surgery, Heart Institute, Rady Children’s Hospital, San Diego, CA, USA
| | - Tara Karamlou
- Division of Pediatric Cardiac Surgery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Kanishka Ratnayaka
- Division of Cardiology, Heart Institute, Rady Children’s Hospital, San Diego, CA, USA
| | - Stephen G. Pophal
- Children’s Heart Center, Phoenix Children’s Hospital, Phoenix, AZ, USA
| | - Justin Ryan
- 3D Innovations Lab, Heart Institute, Rady Children’s Hospital, San Diego, CA, USA
| | - John J. Nigro
- Division of Cardiovascular Surgery, Heart Institute, Rady Children’s Hospital, San Diego, CA, USA
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23
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Adamson GT, Peng LF, Lui GK, Perry SB. Transcatheter redirection of hepatic venous blood to treat unilateral pulmonary arteriovenous malformations in a Fontan circulation by short-term total exclusion of the unaffected lung. Catheter Cardiovasc Interv 2019; 93:660-663. [PMID: 30629315 DOI: 10.1002/ccd.28073] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 11/13/2018] [Accepted: 12/22/2018] [Indexed: 11/09/2022]
Abstract
Clinically significant unilateral pulmonary arteriovenous malformations (PAVM) can develop in patients with a Fontan circulation when there is unbalanced distribution of hepatic venous (HV) blood flow to the lungs. There are reported surgical and transcatheter techniques to treat PAVMs by rerouting HV return, with promising short-term results. We report a case of a novel, technically simple transcatheter approach to redirect HV blood flow in an adult Fontan patient with polysplenia syndrome and severe unilateral PAVMs. Our patient had a two-stage procedure, the first to redirect all HV blood flow to the affected lung with a single covered stent, and a second to confirm resolution of PAVMs and to reintroduce HV effluent to the unaffected lung. At 10-month follow-up, her oxygen saturations had increased from 75% to 93% with a marked improvement in her functional status.
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Affiliation(s)
- Gregory T Adamson
- Division of Pediatric Cardiology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Lynn F Peng
- Division of Pediatric Cardiology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - George K Lui
- Division of Pediatric Cardiology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California.,Division of Cardiovascular Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, California
| | - Stanton B Perry
- Division of Pediatric Cardiology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
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Kugo Y, Iwai S, Yamauchi S, Hasegawa M, Kawata H. Hepatic vein redirection to improve pulmonary arteriovenous malformations after Fontan completion in patients with absence of inferior vena cava and hemiazygos continuation. J Card Surg 2019; 34:139-142. [PMID: 30702184 DOI: 10.1111/jocs.13989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Pulmonary arteriovenous malformation is an important complication after Fontan completion in patients with univentricular circulation. Lack of hepatic venous flow in a pulmonary artery has been identified as a cause of pulmonary arteriovenous malformation. We report our experience with a case of redirection of the hepatic vein to the hemiazygos vein using a conduit via left thoracotomy and median sternotomy for the correction of unequal distribution of hepatic venous flow in the pulmonary arteries. The pulmonary arteriovenous malformation improved, leading to increased arterial saturation levels.
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Affiliation(s)
- Yosuke Kugo
- Department of Cardiovascular Surgery, Osaka Woman's and Children's Hospital, Izumi city, Osaka prefecture, Japan
| | - Shigemitsu Iwai
- Department of Cardiovascular Surgery, Osaka Woman's and Children's Hospital, Izumi city, Osaka prefecture, Japan
| | - Sanae Yamauchi
- Department of Cardiovascular Surgery, Osaka Woman's and Children's Hospital, Izumi city, Osaka prefecture, Japan
| | - Moyu Hasegawa
- Department of Cardiovascular Surgery, Osaka Woman's and Children's Hospital, Izumi city, Osaka prefecture, Japan
| | - Hiroaki Kawata
- Department of Cardiovascular Surgery, Osaka Woman's and Children's Hospital, Izumi city, Osaka prefecture, Japan
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25
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Accuracy evaluation of blood flow distribution in the Fontan circulation: effects of resolution and velocity noise. J Vis (Tokyo) 2018. [DOI: 10.1007/s12650-018-0536-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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26
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Tang E, Wei ZA, Trusty PM, Whitehead KK, Mirabella L, Veneziani A, Fogel MA, Yoganathan AP. The effect of respiration-driven flow waveforms on hemodynamic metrics used in Fontan surgical planning. J Biomech 2018; 82:87-95. [PMID: 30414631 DOI: 10.1016/j.jbiomech.2018.10.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 10/12/2018] [Accepted: 10/17/2018] [Indexed: 10/28/2022]
Abstract
OBJECTIVE Poor total cavopulmonary connection (TCPC) hemodynamics have been hypothesized to be associated with long-term complications in Fontan patients. Image-based Fontan surgical planning has shown great potential as a clinical tool because it can pre-operatively evaluate patient-specific hemodynamics. Current surgical planning paradigms commonly utilize cardiac-gated phase contrast magnetic resonance (MR) imaging to acquire vessel flows. These acquisitions are often taken under breath-held (BH) conditions and ignore the effect of respiration on blood flow waveforms. This study investigates the effect of respiration-driven flow waveforms on patient-specific hemodynamics using real-time MR acquisitions. METHODS Patient-specific TCPCs were reconstructed from cardiovascular MR images. Real-time phase contrast MR images were acquired under both free-breathing (FB) and breath-held conditions for 9 patients. Numerical simulations were employed to assess flow structures and hemodynamics used in Fontan surgical planning including hepatic flow distribution (HFD) and indexed power loss (iPL), which were then compared between FB and BH conditions. RESULTS Differences in TCPC flow structures between FB and BH conditions were observed throughout the respiratory cycle. However, the average differences (BH - FB values for each patient, which are then averaged) in iPL and HFD between these conditions were 0.002 ± 0.011 (p = 0.40) and 1 ± 3% (p = 0.28), respectively, indicating no significant difference in clinically important hemodynamic metrics. CONCLUSIONS Respiration affects blood flow waveforms and flow structures, but might not significantly influence the values of iPL or HFD. Therefore, breath-held MR acquisition can be adequate for Fontan surgical planning when focusing on iPL and HFD.
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Affiliation(s)
- Elaine Tang
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Zhenglun Alan Wei
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, GA, USA
| | - Phillip M Trusty
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, GA, USA
| | - Kevin K Whitehead
- Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Lucia Mirabella
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, GA, USA
| | - Alessandro Veneziani
- Department of Mathematics and Computer Science, Emory University, Atlanta, GA, USA
| | - Mark A Fogel
- Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ajit P Yoganathan
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA; Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, GA, USA.
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27
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Cheng AL, Pahlevan NM, Rinderknecht DG, Wood JC, Gharib M. Experimental Investigation of the Effect of Non-Newtonian Behavior of Blood Flow in the Fontan Circulation. EUROPEAN JOURNAL OF MECHANICS. B, FLUIDS 2018; 68:184-192. [PMID: 29736127 PMCID: PMC5935448 DOI: 10.1016/j.euromechflu.2017.12.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The Fontan procedure for univentricular heart defects creates a unique circulation where all pulmonary blood flow is passively supplied directly from systemic veins. Computational simulations, aimed at optimizing the surgery, have assumed blood to be a Newtonian fluid without evaluating the potential error introduced by this assumption. We compared flow behavior between a non-Newtonian blood analog (0.04% xanthan gum) and a control Newtonian fluid (45% glycerol) in a simplified model of the Fontan circulation. Particle image velocimetry was used to examine flow behavior at two different cardiac outputs and two caval blood flow distributions. Pressure and flow rates were measured at each inlet and outlet. Velocity, shear strain, and shear stress maps were derived from velocity data. Power loss was calculated from pressure, flow, and velocity data. Power loss was increased in all test conditions with xanthan gum vs. glycerol (mean 10±2.9% vs. 5.6±1.3%, p=0.032). Pulmonary blood flow distribution differed in all conditions, more so at low cardiac output. Caval blood flow mixing patterns and shear stress were also qualitatively different between the solutions in all conditions. We conclude that assuming blood to be a Newtonian fluid introduces considerable error into simulations of the Fontan circulation, where low-shear flow predominates.
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Affiliation(s)
- Andrew L. Cheng
- Division of Pediatric Cardiology, Department of Pediatrics, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Niema M. Pahlevan
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA, USA
- Huntington Medical Research Institutes, Pasadena, CA, USA
| | - Derek G. Rinderknecht
- Graduate Aerospace Laboratories, California Institute of Technology, Pasadena, CA, USA
| | - John C. Wood
- Division of Pediatric Cardiology, Department of Pediatrics, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Morteza Gharib
- Graduate Aerospace Laboratories, California Institute of Technology, Pasadena, CA, USA
- Department of Medical Engineering, California Institute of Technology, Pasadena, CA, USA
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28
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van Bakel TMJ, Lau KD, Hirsch-Romano J, Trimarchi S, Dorfman AL, Figueroa CA. Patient-Specific Modeling of Hemodynamics: Supporting Surgical Planning in a Fontan Circulation Correction. J Cardiovasc Transl Res 2018; 11:145-155. [PMID: 29313269 DOI: 10.1007/s12265-017-9781-x] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2017] [Accepted: 12/26/2017] [Indexed: 01/29/2023]
Abstract
Computational fluid dynamics (CFD) is a modeling technique that enables calculation of the behavior of fluid flows in complex geometries. In cardiovascular medicine, CFD methods are being used to calculate patient-specific hemodynamics for a variety of applications, such as disease research, noninvasive diagnostics, medical device evaluation, and surgical planning. This paper provides a concise overview of the methods to perform patient-specific computational analyses using clinical data, followed by a case study where CFD-supported surgical planning is presented in a patient with Fontan circulation complicated by unilateral pulmonary arteriovenous malformations. In closing, the challenges for implementation and adoption of CFD modeling in clinical practice are discussed.
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Affiliation(s)
| | - Kevin D Lau
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Jennifer Hirsch-Romano
- University of Michigan C.S. Mott Children's Hospital Congenital Heart Center, Ann Arbor, MI, USA
| | - Santi Trimarchi
- Policlinico San Donato IRCCS, Thoracic Aortic Research Center, San Donato Milanese, Italy
| | - Adam L Dorfman
- University of Michigan C.S. Mott Children's Hospital Congenital Heart Center, Ann Arbor, MI, USA
| | - C Alberto Figueroa
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
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29
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Siallagan D, Loke YH, Olivieri L, Opfermann J, Ong CS, de Zélicourt D, Petrou A, Daners MS, Kurtcuoglu V, Meboldt M, Nelson K, Vricella L, Johnson J, Hibino N, Krieger A. Virtual surgical planning, flow simulation, and 3-dimensional electrospinning of patient-specific grafts to optimize Fontan hemodynamics. J Thorac Cardiovasc Surg 2017; 155:1734-1742. [PMID: 29361303 DOI: 10.1016/j.jtcvs.2017.11.068] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 11/09/2017] [Accepted: 11/27/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND Despite advances in the Fontan procedure, there is an unmet clinical need for patient-specific graft designs that are optimized for variations in patient anatomy. The objective of this study is to design and produce patient-specific Fontan geometries, with the goal of improving hepatic flow distribution (HFD) and reducing power loss (Ploss), and manufacturing these designs by electrospinning. METHODS Cardiac magnetic resonance imaging data from patients who previously underwent a Fontan procedure (n = 2) was used to create 3-dimensional models of their native Fontan geometry using standard image segmentation and geometry reconstruction software. For each patient, alternative designs were explored in silico, including tube-shaped and bifurcated conduits, and their performance in terms of Ploss and HFD probed by computational fluid dynamic (CFD) simulations. The best-performing options were then fabricated using electrospinning. RESULTS CFD simulations showed that the bifurcated conduit improved HFD between the left and right pulmonary arteries, whereas both types of conduits reduced Ploss. In vitro testing with a flow-loop chamber supported the CFD results. The proposed designs were then successfully electrospun into tissue-engineered vascular grafts. CONCLUSIONS Our unique virtual cardiac surgery approach has the potential to improve the quality of surgery by manufacturing patient-specific designs before surgery, that are also optimized with balanced HFD and minimal Ploss, based on refinement of commercially available options for image segmentation, computer-aided design, and flow simulations.
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Affiliation(s)
- Dominik Siallagan
- Sheikh Zayed Institute for Surgical Innovation, Children's National Medical Center, Washington, DC; Product Development Group Zurich, Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
| | - Yue-Hin Loke
- Division of Cardiology, Children's National Health System, Washington, DC
| | - Laura Olivieri
- Sheikh Zayed Institute for Surgical Innovation, Children's National Medical Center, Washington, DC; Division of Cardiology, Children's National Health System, Washington, DC
| | - Justin Opfermann
- Sheikh Zayed Institute for Surgical Innovation, Children's National Medical Center, Washington, DC
| | - Chin Siang Ong
- Division of Cardiac Surgery, Johns Hopkins Hospital, Baltimore, Md
| | - Diane de Zélicourt
- The Interface Group, Institute of Physiology, University of Zürich, Zurich, Switzerland; Swiss National Centre of Competence in Research, Kidney Control of Homeostasis, Zurich, Switzerland
| | - Anastasios Petrou
- Product Development Group Zurich, Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
| | - Marianne Schmid Daners
- Product Development Group Zurich, Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
| | - Vartan Kurtcuoglu
- The Interface Group, Institute of Physiology, University of Zürich, Zurich, Switzerland; Swiss National Centre of Competence in Research, Kidney Control of Homeostasis, Zurich, Switzerland
| | - Mirko Meboldt
- Product Development Group Zurich, Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
| | | | - Luca Vricella
- Division of Cardiac Surgery, Johns Hopkins Hospital, Baltimore, Md
| | | | - Narutoshi Hibino
- Division of Cardiac Surgery, Johns Hopkins Hospital, Baltimore, Md.
| | - Axel Krieger
- Sheikh Zayed Institute for Surgical Innovation, Children's National Medical Center, Washington, DC; Department of Mechanical Engineering, University of Maryland, College Park, Md
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30
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Raees MA, Mazhar D, Christensen JT, Parra DA, Killen S, Bichell DP. Bidirectional Inferior Cavopulmonary Anastomosis: Pre-Fontan Interim Palliation. Ann Thorac Surg 2017; 104:e329-e331. [PMID: 28935329 DOI: 10.1016/j.athoracsur.2017.04.056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Revised: 04/07/2017] [Accepted: 04/22/2017] [Indexed: 10/18/2022]
Abstract
We report a novel method of constructing an extracardiac bidirectional inferior cavopulmonary anastomosis. Our patient was a 4-month-old girl with complex single-ventricle anatomy and a small-caliber superior vena cava. A direct anastomosis from the inferior vena cava to the main pulmonary artery was constructed by using all autologous tissue. The resulting pathway remained patent and exhibited growth with age. Furthermore, a pulmonary arteriovenous malformation did not develop. This case demonstrates how a bidirectional inferior cavopulmonary anastomosis is feasible in the human and can provide similar hemodynamic results as the bidirectional superior cavopulmonary anastomosis.
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Affiliation(s)
- Muhammad Aanish Raees
- Division of Pediatric Cardiac Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Driss Mazhar
- Faculté de Médecine, Université Paris Sud, Orsay, Paris, France
| | - Jason T Christensen
- Division of Pediatric Cardiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - David Andres Parra
- Division of Pediatric Cardiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Stacy Killen
- Division of Pediatric Cardiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - David P Bichell
- Division of Pediatric Cardiac Surgery, Vanderbilt University Medical Center, Nashville, Tennessee.
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31
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Wei ZA, Trusty PM, Tree M, Haggerty CM, Tang E, Fogel M, Yoganathan AP. Can time-averaged flow boundary conditions be used to meet the clinical timeline for Fontan surgical planning? J Biomech 2016; 50:172-179. [PMID: 27855985 DOI: 10.1016/j.jbiomech.2016.11.025] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Accepted: 11/02/2016] [Indexed: 11/15/2022]
Abstract
Cardiovascular simulations have great potential as a clinical tool for planning and evaluating patient-specific treatment strategies for those suffering from congenital heart diseases, specifically Fontan patients. However, several bottlenecks have delayed wider deployment of the simulations for clinical use; the main obstacle is simulation cost. Currently, time-averaged clinical flow measurements are utilized as numerical boundary conditions (BCs) in order to reduce the computational power and time needed to offer surgical planning within a clinical time frame. Nevertheless, pulsatile blood flow is observed in vivo, and its significant impact on numerical simulations has been demonstrated. Therefore, it is imperative to carry out a comprehensive study analyzing the sensitivity of using time-averaged BCs. In this study, sensitivity is evaluated based on the discrepancies between hemodynamic metrics calculated using time-averaged and pulsatile BCs; smaller discrepancies indicate less sensitivity. The current study incorporates a comparison between 3D patient-specific CFD simulations using both the time-averaged and pulsatile BCs for 101 Fontan patients. The sensitivity analysis involves two clinically important hemodynamic metrics: hepatic flow distribution (HFD) and indexed power loss (iPL). Paired demographic group comparisons revealed that HFD sensitivity is significantly different between single and bilateral superior vena cava cohorts but no other demographic discrepancies were observed for HFD or iPL. Multivariate regression analyses show that the best predictors for sensitivity involve flow pulsatilities, time-averaged flow rates, and geometric characteristics of the Fontan connection. These predictors provide patient-specific guidelines to determine the effectiveness of analyzing patient-specific surgical options with time-averaged BCs within a clinical time frame.
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Affiliation(s)
- Zhenglun Alan Wei
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, 387 Technology Circle, Suite 232, Atlanta, GA 30313-2412, USA
| | - Phillip M Trusty
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, 387 Technology Circle, Suite 232, Atlanta, GA 30313-2412, USA
| | - Mike Tree
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | | | - Elaine Tang
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Mark Fogel
- Division of Cardiology, Children׳s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ajit P Yoganathan
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, 387 Technology Circle, Suite 232, Atlanta, GA 30313-2412, USA.
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32
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Baruah SD, Mishra S, Marwah A, Sharma R. Hepatoazygos venous shunt for Fontan completion after Kawashima operation. Ann Pediatr Cardiol 2016; 9:254-7. [PMID: 27625526 PMCID: PMC5007937 DOI: 10.4103/0974-2069.189121] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Fontan completion after prior Kawashima repair for single ventricle with interruption of the inferior vena cava can be accomplished by various methods. We describe a patient who underwent the connection of hepatic to hemiazygos vein that we believe would be superior to the conventional cavopulmonary connection in our patient.
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Affiliation(s)
- Sudip Dutta Baruah
- Department of Pediatric Cardiology and Cardiac Surgery, Jaypee Hospital, Noida, Uttar Pradesh, India
| | - Smita Mishra
- Department of Pediatric Cardiology and Cardiac Surgery, Jaypee Hospital, Noida, Uttar Pradesh, India
| | - Ashutosh Marwah
- Department of Pediatric Cardiology and Cardiac Surgery, Jaypee Hospital, Noida, Uttar Pradesh, India
| | - Rajesh Sharma
- Department of Pediatric Cardiology and Cardiac Surgery, Jaypee Hospital, Noida, Uttar Pradesh, India
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Roldán-Alzate A, García-Rodríguez S, Anagnostopoulos PV, Srinivasan S, Wieben O, François CJ. Hemodynamic study of TCPC using in vivo and in vitro 4D Flow MRI and numerical simulation. J Biomech 2015; 48:1325-30. [PMID: 25841292 DOI: 10.1016/j.jbiomech.2015.03.009] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Revised: 03/06/2015] [Accepted: 03/10/2015] [Indexed: 01/17/2023]
Abstract
INTRODUCTION Altered total cavopulmonary connection (TCPC) hemodynamics can cause long-term complications. Patient-specific anatomy hinders generalized solutions. 4D Flow MRI allows in vivo assessment, but not predictions under varying conditions and surgical approaches. Computational fluid dynamics (CFD) improves understanding and explores varying physiological conditions. This study investigated a combination of 4D Flow MRI and CFD to assess TCPC hemodynamics, accompanied with in vitro measurements as CFD validation. 4D Flow MRI was performed in extracardiac and atriopulmonary TCPC subjects. Data was processed for visualization and quantification of velocity and flow. Three-dimensional (3D) geometries were generated from angiography scans and used for CFD and a physical model construction through additive manufacturing. These models were connected to a perfusion system, circulating water through the vena cavae and exiting through the pulmonary arteries at two flow rates. Models underwent 4D Flow MRI and image processing. CFD simulated the in vitro system, applying two different inlet conditions from in vitro 4D Flow MRI measurements; no-slip was implemented at rigid walls. Velocity and flow were obtained and analyzed. The three approaches showed similar velocities, increasing proportionally with high inflow. Atriopulmonary TCPC presented higher vorticity compared to extracardiac at both inflow rates. Increased inflow balanced flow distribution in both TCPC cases. Atriopulmonary IVC flow participated in atrium recirculation, contributing to RPA outflow; at baseline, IVC flow preferentially traveled through the LPA. The combination of patient-specific in vitro and CFD allows hemodynamic parameter control, impossible in vivo. Physical models serve as CFD verification and fine-tuning tools.
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Affiliation(s)
| | | | - Petros V Anagnostopoulos
- Department of Pediatric Cardiology, University of Wisconsin-Madison, USA; Department of Pediatric Cardiothoracic Surgery, University of Wisconsin-Madison, USA
| | - Shardha Srinivasan
- Department of Pediatric Cardiology, University of Wisconsin-Madison, USA
| | - Oliver Wieben
- Department of Radiology, University of Wisconsin-Madison, USA; Department of Medical Physics, University of Wisconsin-Madison, USA
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Flow simulations and validation for the first cohort of patients undergoing the Y-graft Fontan procedure. J Thorac Cardiovasc Surg 2015; 149:247-55. [DOI: 10.1016/j.jtcvs.2014.08.069] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2014] [Revised: 08/19/2014] [Accepted: 08/23/2014] [Indexed: 12/26/2022]
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35
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Martin MH, Feinstein JA, Chan FP, Marsden AL, Yang W, Reddy VM. Technical feasibility and intermediate outcomes of using a handcrafted, area-preserving, bifurcated Y-graft modification of the Fontan procedure. J Thorac Cardiovasc Surg 2015; 149:239-45.e1. [DOI: 10.1016/j.jtcvs.2014.08.058] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2014] [Revised: 08/16/2014] [Accepted: 08/23/2014] [Indexed: 11/16/2022]
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36
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Tang E, Yoganathan AP. Optimizing hepatic flow distribution with the Fontan Y-graft: Lessons from computational simulations. J Thorac Cardiovasc Surg 2015; 149:255-6. [DOI: 10.1016/j.jtcvs.2014.09.094] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2014] [Accepted: 09/25/2014] [Indexed: 10/24/2022]
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37
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Restrepo M, Luffel M, Sebring J, Kanter K, Del Nido P, Veneziani A, Rossignac J, Yoganathan A. Surgical planning of the total cavopulmonary connection: robustness analysis. Ann Biomed Eng 2014; 43:1321-34. [PMID: 25316591 DOI: 10.1007/s10439-014-1149-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2014] [Accepted: 10/04/2014] [Indexed: 11/28/2022]
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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Affiliation(s)
- Maria Restrepo
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, 387 Technology Circle, Suite 232, Atlanta, GA, 30313-2412, USA
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Computational modeling of Fontan physiology: at the crossroads of pediatric cardiology and biomedical engineering. Int J Cardiovasc Imaging 2014; 30:1073-84. [DOI: 10.1007/s10554-014-0442-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2014] [Accepted: 04/29/2014] [Indexed: 02/05/2023]
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39
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SUN QI, LIU JINLONG, ZHANG HAIBO, ZHENG JINGHAO, HONG HAIFA, SUN YANJUN, CHEN HUIWEN, LIU JINFEN, WANG QIAN, LIU YINGZHENG. INFLUENCE OF EXERCISE ON THREE TYPES OF FONTAN MODIFICATIONS: COMPARISON BY NUMERICAL SIMULATIONS. J MECH MED BIOL 2014. [DOI: 10.1142/s0219519414500079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Low energy efficiency of Fontan-type connections in exercise conditions may lead to limited post-operative exercise capacity of patients. The objective of this study was to compare the energy efficiency of different types of Fontan modifications in exercise conditions. In this study, the flow rate of the inferior vena cava (IVC) was increased artificially to simulate exercise conditions. The control volume power loss and energy efficiency were investigated in three types of Fontan modifications using the method of computational fluid dynamics (CFD). In the intracardiac tunnel Fontan, the power loss was 7.9 times of that calculated in resting state when the flow rate of IVC increased to three times of that measured at the right pulmonary artery flow ratio of 50%. The energy efficiency of it decreased prominently from 91.9% to 79.9%. On the contrary, in the extracardiac Fontan with direct cavopulmonary anastomosis (direct Fontan), the magnitude of power loss was only 2.9 times of that in resting state and the energy efficiency changed only from 91.8% to 89.1%. The results of extracardiac conduit Fontan fell in between. It showed that direct Fontan had higher energy efficiency than intracardiac tunnel or extracardiac conduit Fontan in exercise conditions.
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Affiliation(s)
- QI SUN
- Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, 1678# Dongfang Road, Shanghai, P. R. China
| | - JINLONG LIU
- Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, 1678# Dongfang Road, Shanghai, P. R. China
| | - HAIBO ZHANG
- Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, 1678# Dongfang Road, Shanghai, P. R. China
| | - JINGHAO ZHENG
- Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, 1678# Dongfang Road, Shanghai, P. R. China
| | - HAIFA HONG
- Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, 1678# Dongfang Road, Shanghai, P. R. China
| | - YANJUN SUN
- Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, 1678# Dongfang Road, Shanghai, P. R. China
| | - HUIWEN CHEN
- Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, 1678# Dongfang Road, Shanghai, P. R. China
| | - JINFEN LIU
- Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, 1678# Dongfang Road, Shanghai, P. R. China
| | - QIAN WANG
- Department of Medical Imaging, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, 1678# Dongfang Road, Shanghai, P. R. China
| | - YINGZHENG LIU
- School of Mechanical Engineering, Shanghai Jiao Tong University, 800# Dongchuan Road, Shanghai, P. R. China
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Dori Y, Sathanandam S, Glatz AC, Gillespie MJ, Rome JJ. Catheter approach to redirect hepatic venous return for treatment of unilateral pulmonary arteriovenous malformations after fontan. Catheter Cardiovasc Interv 2014; 84:86-93. [PMID: 24327433 DOI: 10.1002/ccd.25326] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Revised: 10/08/2013] [Accepted: 11/28/2013] [Indexed: 11/08/2022]
Abstract
OBJECTIVES The goal of this report is to describe a percutaneous approach to rerouting hepatic venous return in patients who developed progressive cyanosis due to unilateral pulmonary arteriovenous malformations (PAVM) after the total cavopulmonary connection (TCPC) operation. BACKGROUND Unilateral PAVM can develop in patients after TCPC operation when there is unequal distribution of hepatic venous return between the two lungs. This often results in progressive cyanosis and the need for surgical re-intervention. A percutaneous based approach for rerouting hepatic venous return has never been described. METHODS We retrospectively reviewed the clinical data on four patients who underwent percutaneous rerouting procedures. One patient with a misaligned TCPC underwent realignment of the circuit with a bare metal stent. In three patients a combination of bare metal and covered stents were needed to achieve the desired results. RESULTS The rerouting procedures were successful in all patients with significant improvement in oxygen saturation from a median of 75% (range 55-80%) to a median of 90% (range 84-92%) (P = 0.02). There were no recorded short term or intermediate term complications with maximum follow-up time of 43 months. CONCLUSIONS Percutaneous rerouting of hepatic venous flow is feasible and should be considered when a surgical approach is not possible; this strategy may serve as a viable alternative to complex operative approaches in select cases. Furthermore studies are needed to determine the long-term efficacy of this procedure.
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Affiliation(s)
- Yoav Dori
- Division of Cardiology, The Children's Hospital of Philadelphia, University of Pennsylvania School of Medicine, Pennsylvania
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Abstract
Severe cyanosis due to pulmonary arteriovenous fistulas occurs often after a bidirectional superior cavopulmonary anastomosis (Glenn operation) and also in some congenital anomalies in which hepatic venous blood bypasses the lungs in the first passage. Relocation of hepatic flow into the lungs usually causes these fistulas to disappear. Similar pulmonary arteriovenous fistulas are observed in hereditary haemorrhagic telangiectasia, and in liver disease (hepatopulmonary syndrome). There is no convincing identification yet of a responsible hepatic factor that produces these lesions. Candidates for such a factor are reviewed, and the possibility of angiotensin or bradykinin contributing to the fistulas is discussed.
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Marsden AL. Simulation based planning of surgical interventions in pediatric cardiology. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2013; 25:101303. [PMID: 24255590 PMCID: PMC3820639 DOI: 10.1063/1.4825031] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Accepted: 09/22/2013] [Indexed: 05/17/2023]
Abstract
Hemodynamics plays an essential role in the progression and treatment of cardiovascular disease. However, while medical imaging provides increasingly detailed anatomical information, clinicians often have limited access to hemodynamic data that may be crucial to patient risk assessment and treatment planning. Computational simulations can now provide detailed hemodynamic data to augment clinical knowledge in both adult and pediatric applications. There is a particular need for simulation tools in pediatric cardiology, due to the wide variation in anatomy and physiology in congenital heart disease patients, necessitating individualized treatment plans. Despite great strides in medical imaging, enabling extraction of flow information from magnetic resonance and ultrasound imaging, simulations offer predictive capabilities that imaging alone cannot provide. Patient specific simulations can be used for in silico testing of new surgical designs, treatment planning, device testing, and patient risk stratification. Furthermore, simulations can be performed at no direct risk to the patient. In this paper, we outline the current state of the art in methods for cardiovascular blood flow simulation and virtual surgery. We then step through pressing challenges in the field, including multiscale modeling, boundary condition selection, optimization, and uncertainty quantification. Finally, we summarize simulation results of two representative examples from pediatric cardiology: single ventricle physiology, and coronary aneurysms caused by Kawasaki disease. These examples illustrate the potential impact of computational modeling tools in the clinical setting.
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Affiliation(s)
- Alison L Marsden
- Mechanical and Aerospace Engineering Department, University of California San Diego, La Jolla, California 92093, USA
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Larsen SH, Emmertsen K, Bjerre J, Hjortdal VE. Progressive cyanosis following Kawashima operation: slow resolution after redirection of hepatic veins. J Cardiothorac Surg 2013; 8:67. [PMID: 23561447 PMCID: PMC3622568 DOI: 10.1186/1749-8090-8-67] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2013] [Accepted: 03/21/2013] [Indexed: 11/12/2022] Open
Abstract
Progressive cyanosis often develops following Kawashima operation in patients with left atrial isomerism, interrupted inferior vena cava and hepatic veins draining to the atria. Knowledge on the timing and extend of resolution following hepatic venous redirection is sparse. A girl developed progressing cyanosis following Kawashima operation at the age of ten months. Arterial oxygen saturations at rest dropped to 60-65%. Surgical redirection of hepatic veins into the cavopulmonary circulation at the age of three years had no immediate effect. However, arterial oxygen saturations increased gradually over nine months to 90-93% and 95-100% after three years.
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Affiliation(s)
- Signe Holm Larsen
- Department of Cardiology, Aarhus University Hospital, Brendstrupgaardsvej, 8200 Aarhus N, Denmark.
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Duvernois V, Marsden AL, Shadden SC. Lagrangian analysis of hemodynamics data from FSI simulation. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2013; 29:445-61. [PMID: 23559551 PMCID: PMC3875314 DOI: 10.1002/cnm.2523] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2012] [Revised: 09/13/2012] [Accepted: 09/21/2012] [Indexed: 05/29/2023]
Abstract
We present the computation of lagrangian-based flow characterization measures for time-dependent, deformable-wall, finite-element blood flow simulations. Applicability of the algorithm is demonstrated in a fluid-structure interaction simulation of blood flow through a total cavopulmonary connection (Fontan procedure), and results are compared with a rigid-vessel simulation. Specifically, we report on several important lagrangian-based measures including flow distributions, finite-time Lyapunov exponent fields, particle residence time, and exposure time calculations. Overall, strong similarity in lagrangian measures of the flow between deformable and rigid-vessel models was observed.
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Mirabella L, Haggerty CM, Passerini T, Piccinelli M, Powell AJ, Del Nido PJ, Veneziani A, Yoganathan AP. Treatment planning for a TCPC test case: a numerical investigation under rigid and moving wall assumptions. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2013; 29:197-216. [PMID: 23345252 DOI: 10.1002/cnm.2517] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Revised: 08/17/2012] [Indexed: 05/29/2023]
Abstract
The hemodynamics in patients with total cavopulmonary connections (TCPC) is generally very complex and characterized by patient-to-patient variability. To better understand its effect on patients' outcome, CFD models are widely used, also to test and optimize surgical options before their implementation. These models often assume rigid geometries, despite the motion experienced by thoracic vessels that could influence the hemodynamics predictions. By improving their accuracy and expanding the range of simulated interventions, the benefit of treatment planning for patients is expected to increase. We simulate three types of intervention on a patient-specific 3D model, and compare their predicted outcome with baseline condition: a decrease in pulmonary vascular resistance obtainable with medications; a surgical revision of the connection design; the introduction of a fenestration in the TCPC wall. The simulations are performed both with rigid wall assumption and including patient-specific TCPC wall motion, reconstructed from a 4DMRI dataset. The results show the effect of each option on clinically important metrics and highlight the impact of patient-specific wall motion. The largest differences between rigid and moving wall models are observed in measures of energetic efficiency of TCPC as well as in hepatic flow distribution and transit time of seeded particles through the connection.
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Affiliation(s)
- Lucia Mirabella
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, GA, USA
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46
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Yang W, Feinstein JA, Shadden SC, Vignon-Clementel IE, Marsden AL. Optimization of a Y-Graft Design for Improved Hepatic Flow Distribution in the Fontan Circulation. J Biomech Eng 2012; 135:011002. [DOI: 10.1115/1.4023089] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Single ventricle heart defects are among the most serious congenital heart diseases, and are uniformly fatal if left untreated. Typically, a three-staged surgical course, consisting of the Norwood, Glenn, and Fontan surgeries is performed, after which the superior vena cava (SVC) and inferior vena cava (IVC) are directly connected to the pulmonary arteries (PA). In an attempt to improve hemodynamic performance and hepatic flow distribution (HFD) of Fontan patients, a novel Y-shaped graft has recently been proposed to replace the traditional tube-shaped extracardiac grafts. Previous studies have demonstrated that the Y-graft is a promising design with the potential to reduce energy loss and improve HFD. However these studies also found suboptimal Y-graft performance in some patient models. The goal of this work is to determine whether performance can be improved in these models through further design optimization. Geometric and hemodynamic factors that influence the HFD have not been sufficiently investigated in previous work, particularly for the Y-graft. In this work, we couple Lagrangian particle tracking to an optimal design framework to study the effects of boundary conditions and geometry on HFD. Specifically, we investigate the potential of using a Y-graft design with unequal branch diameters to improve hepatic distribution under a highly uneven RPA/LPA flow split. As expected, the resulting optimal Y-graft geometry largely depends on the pulmonary flow split for a particular patient. The unequal branch design is demonstrated to be unnecessary under most conditions, as it is possible to achieve the same or better performance with equal-sized branches. Two patient-specific examples show that optimization-derived Y-grafts effectively improve the HFD, compared to initial nonoptimized designs using equal branch diameters. An instance of constrained optimization shows that energy efficiency slightly increases with increasing branch size for the Y-graft, but that a smaller branch size is preferred when a proximal anastomosis is needed to achieve optimal HFD.
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Affiliation(s)
- Weiguang Yang
- Mechanical and Aerospace Engineering, University of California San Diego, La Jolla, CA 92093 e-mail:
| | | | - Shawn C. Shadden
- Mechanical, Materials, and
Aerospace Engineering, Illinois Institute of Technology, Chicago, IL 60616 e-mail:
| | | | - Alison L. Marsden
- Mechanical and Aerospace Engineering, University of California San Diego, La Jolla, CA 92093 e-mail:
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Tang E, Haggerty CM, Khiabani RH, de Zélicourt D, Kanter J, Sotiropoulos F, Fogel MA, Yoganathan AP. Numerical and experimental investigation of pulsatile hemodynamics in the total cavopulmonary connection. J Biomech 2012. [PMID: 23200904 DOI: 10.1016/j.jbiomech.2012.11.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Computational fluid dynamics (CFD) tools have been extensively applied to study the hemodynamics in the total cavopulmonary connection (TCPC) in patients with only a single functioning ventricle. Without the contraction of a sub-pulmonary ventricle, pulsatility of flow through this connection is low and variable across patients, which is usually neglected in most numerical modeling studies. Recent studies suggest that such pulsatility can be non-negligible and can be important in hemodynamic predictions. The goal of this work is to compare the results of an in-house numerical methodology for simulating pulsatile TCPC flow with experimental results. Digital particle image velocimetry (DPIV) was acquired on TCPC in vitro models to evaluate the capability of the CFD tool in predicting pulsatile TCPC flow fields. In vitro hemodynamic measurements were used to compare the numerical prediction of power loss across the connection. The results demonstrated the complexity of the pulsatile TCPC flow fields and the validity of the numerical approach in simulating pulsatile TCPC flow dynamics in both idealized and complex patient specific models.
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Affiliation(s)
- Elaine Tang
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, United States
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48
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Long CC, Hsu MC, Bazilevs Y, Feinstein JA, Marsden AL. Fluid-structure interaction simulations of the Fontan procedure using variable wall properties. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2012; 28:513-527. [PMID: 25099455 DOI: 10.1002/cnm.1485] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2011] [Revised: 10/25/2011] [Accepted: 10/28/2011] [Indexed: 05/29/2023]
Abstract
Children born with single ventricle heart defects typically undergo a staged surgical procedure culminating in a total cavopulmonary connection (TCPC) or Fontan surgery. The goal of this work was to perform physiologic, patient-specific hemodynamic simulations of two post-operative TCPC patients by using fluid-structure interaction (FSI) simulations. Data from two patients are presented, and post-op anatomy is reconstructed from MRI data. Respiration rate, heart rate, and venous pressures are obtained from catheterization data, and inflow rates are obtained from phase contrast MRI data and are used together with a respiratory model. Lumped parameter (Windkessel) boundary conditions are used at the outlets. We perform FSI simulations by using an arbitrary Lagrangian-Eulerian finite element framework to account for motion of the blood vessel walls in the TCPC. This study is the first to introduce variable elastic properties for the different areas of the TCPC, including a Gore-Tex conduit. Quantities such as wall shear stresses and pressures at critical locations are extracted from the simulation and are compared with pressure tracings from clinical data as well as with rigid wall simulations. Hepatic flow distribution and energy efficiency are also calculated and compared for all cases. There is little effect of FSI on pressure tracings, hepatic flow distribution, and time-averaged energy efficiency. However, the effect of FSI on wall shear stress, instantaneous energy efficiency, and wall motion is significant and should be considered in future work, particularly for accurate prediction of thrombus formation.
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Affiliation(s)
- C C Long
- University of California, San Diego, 9500 Gilman Drive, Mail Code 0411, La Jolla, CA, 92093-0411, USA
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Yang W, Vignon-Clementel IE, Troianowski G, Reddy VM, Feinstein JA, Marsden AL. Hepatic blood flow distribution and performance in conventional and novel Y-graft Fontan geometries: A case series computational fluid dynamics study. J Thorac Cardiovasc Surg 2012; 143:1086-97. [DOI: 10.1016/j.jtcvs.2011.06.042] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2010] [Revised: 05/13/2011] [Accepted: 06/27/2011] [Indexed: 11/15/2022]
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50
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Said SM, Burkhart HM, Dearani JA. The Fontan Connections: Past, Present, and Future. World J Pediatr Congenit Heart Surg 2012; 3:171-82. [DOI: 10.1177/2150135111434806] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The Fontan procedure is now considered the final common pathway for patients with anatomical or functional single ventricle. These patients initially have their systemic and pulmonary circulations in parallel, supported by one functional ventricular chamber. The ultimate goal with this procedure is to separate the two circulations, to prevent mixing of venous and arterial blood, and to provide adequate tissue oxygenation. The objective of this article is to review the Fontan procedure with its various modifications and refinements since its introduction to clinical practice in 1971, by Fontan and Baudet.
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Affiliation(s)
- Sameh M. Said
- Division of Cardiovascular Surgery, Mayo Clinic, Rochester, MN, USA
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