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Li L, Shi L, Tan X, Zhao Y. Influence of LVAD Cannula Outflow Graft Flow Rate and Location on Fluid-Particle Interactions and Thrombi Distribution: A Primary Numerical Study. J Cardiovasc Transl Res 2024; 17:1316-1327. [PMID: 39039390 PMCID: PMC11634971 DOI: 10.1007/s12265-024-10547-1] [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: 02/02/2024] [Accepted: 07/10/2024] [Indexed: 07/24/2024]
Abstract
A left ventricular assist device (LVAD) supports hemodynamics in heart failure patients. To deepen the understanding of hemodynamic changes and the movement of thrombi in the aorta, we examined three distinct LVAD blood flow rates across two implantation sites using the theory of computational fluid dynamics. Our findings revealed the complex dynamics of blood flow during cardiac systole under various scenarios. We also analyzed thrombi residence time and flow probabilities into aortic branches. Simulation results indicate that thrombi distribution in the aorta is significantly influenced by the location of the LVAD outflow graft and the flow rate. When the LVAD outflow graft is implanted into the ascending aorta, higher flow rates may reduce the risk of cerebral thrombosis. However, lower flow rates may reduce the risk of cerebral thrombosis while it is implanted into the descending aorta. The study may offer valuable insights into the LVAD implantation about the risk of cerebrovascular embolism.
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Affiliation(s)
- Longyan Li
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Li Shi
- School of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan, China
| | - Xiao Tan
- School of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan, China
| | - Yixia Zhao
- Department of Cardiology, Xiangya Hospital, Central South University, Changsha, Hunan, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.
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2
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Rohde S, Miera O, Sliwka J, Sandica E, Amodeo A, Veen K, de By TMMH, Bogers AJJC, Schweiger M. Durable left ventricular assist device explantation following recovery in paediatric patients: Determinants and outcome after explantation. Eur J Cardiothorac Surg 2024; 65:ezae126. [PMID: 38613845 DOI: 10.1093/ejcts/ezae126] [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: 09/19/2023] [Revised: 01/31/2024] [Accepted: 04/11/2024] [Indexed: 04/15/2024] Open
Abstract
OBJECTIVES Myocardial recovery in children supported by a durable left ventricular assist device is a rare, but highly desirable outcome because it could potentially eliminate the need for a cardiac transplant and the lifelong need for immunosuppressant therapy and the risk of complications. However, experience with this specific outcome is extremely limited. METHODS All patients < 19 years old supported by a durable left ventricular assist device from the European Registry for Patients with Mechanical Circulatory Support database were included. Participating centres were approached for additional follow-up data after explantation. Associated factors for explantation due to myocardial recovery were explored using Cox proportional hazard models. RESULTS The incidence of recovery in children supported by a durable left ventricular assist device was 11.7% (52/445; median duration of support, 122.0 days). Multivariable analyses showed body surface area (hazard ratio 0.229; confidence interval 0.093-0.565; P = 0.001) and a primary diagnosis of myocarditis (hazard ratio 4.597; confidence interval 2.545-8.303; P < 0.001) to be associated with recovery. Left ventricular end-diastolic diameter in children with myocarditis was not associated with recovery. Follow-up after recovery was obtained for 46 patients (88.5%). Sustained myocardial recovery was reported in 33/46 (71.7%) at the end of the follow-up period (28/33; >2 year). Transplants were performed in 6/46 (11.4%) (in 5 after a ventricular assist device was reimplanted). Death occurred in 7/46 (15.2%). CONCLUSIONS Myocardial recovery occurs in a substantial portion of paediatric patients supported with durable left ventricular assist devices, and sustainable recovery is seen in around three-quarters of them. Even children with severely dilated ventricles due to myocarditis can show recovery. Clinicians should be attentive to (developing) myocardial recovery. These results can be used to develop internationally approved paediatric weaning guidelines.
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Affiliation(s)
- Sofie Rohde
- Department of Cardio-thoracic surgery, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Oliver Miera
- Department of Congenital Heart Disease and Pediatric Cardiology, Deutsches Herzzentrum der Charité, Berlin, Germany
| | - Joanna Sliwka
- Department of Cardiac Surgery, Transplantology and Vascular Surgery, Silesian Center for Heart Diseases, Zabrze, Poland
| | - Eugen Sandica
- Clinic for Pediatric Cardiac Surgery and Congenital Heart Defects, Heart and Diabetes Centre North Rhine-Westphalia, Ruhr-University of Bochum, Bad Oeynhausen, Germany
| | - Antonio Amodeo
- Heart Failure, Transplant and MCS Unit, Bambino Gesù Children Hospital & Research Institute, Rome, Italy, Catholic University of Sacred Heart, Department of Cardiac Surgery, Rome, Italy
| | - Kevin Veen
- Department of Cardio-thoracic surgery, Erasmus University Medical Center, Rotterdam, Netherlands
| | | | - Ad J J C Bogers
- Department of Cardio-thoracic surgery, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Martin Schweiger
- Children's Hospital Zurich, Pediatric Heart Centre, Department for congenital heart surgery, Zurich, Switzerland
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Hupe J, Worthmann H, Ravenberg KK, Grosse GM, Ernst J, Haverich A, Bengel FM, Weissenborn K, Schmitto JD, Hanke JS, Derlin T, Gabriel MM. Interplay between driveline infection, vessel wall inflammation, cerebrovascular events and mortality in patients with left ventricular assist device. Sci Rep 2023; 13:18552. [PMID: 37899422 PMCID: PMC10613624 DOI: 10.1038/s41598-023-45110-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 10/16/2023] [Indexed: 10/31/2023] Open
Abstract
In patients with left ventricular assist device (LVAD), infections and thrombotic events represent severe complications. We investigated device-specific local and systemic inflammation and its impact on cerebrovascular events (CVE) and mortality. In 118 LVAD patients referred for 18F-FDG-PET/CT, metabolic activity of LVAD components, thoracic aortic wall, lymphoid and hematopoietic organs, was quantified and correlated with clinical characteristics, laboratory findings, and outcome. Driveline infection was detected in 92/118 (78%) patients by 18F-FDG-PET/CT. Activity at the driveline entry site was associated with increased signals in aortic wall (r = 0.32, p < 0.001), spleen (r = 0.20, p = 0.03) and bone marrow (r = 0.20, p = 0.03), indicating systemic interactions. Multivariable analysis revealed independent associations of aortic wall activity with activity of spleen (β = 0.43, 95% CI 0.18-0.68, p < 0.001) and driveline entry site (β = 0.04, 95% CI 0.01-0.06, p = 0.001). Twenty-two (19%) patients suffered CVE after PET/CT. In a binary logistic regression analysis metabolic activity at the driveline entry site missed the level of significance as an influencing factor for CVE after adjusting for anticoagulation (OR = 1.16, 95% CI 1-1.33, p = 0.05). Metabolic activity of the subcutaneous driveline (OR = 1.13, 95% CI 1.02-1.24, p = 0.016) emerged as independent risk factor for mortality. Molecular imaging revealed systemic inflammatory interplay between thoracic aorta, hematopoietic organs, and infected device components in LVAD patients, the latter predicting CVE and mortality.
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Affiliation(s)
- Juliane Hupe
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Hans Worthmann
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Kim K Ravenberg
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Gerrit M Grosse
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Johanna Ernst
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Axel Haverich
- Department of Cardiac, Thoracic, Transplantation and Vascular Surgery, Hannover Medical School, Hannover, Germany
| | - Frank M Bengel
- Department of Nuclear Medicine, Hannover Medical School, Hannover, Germany
| | - Karin Weissenborn
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Jan D Schmitto
- Department of Cardiac, Thoracic, Transplantation and Vascular Surgery, Hannover Medical School, Hannover, Germany
| | - Jasmin S Hanke
- Department of Cardiac, Thoracic, Transplantation and Vascular Surgery, Hannover Medical School, Hannover, Germany
| | - Thorsten Derlin
- Department of Nuclear Medicine, Hannover Medical School, Hannover, Germany
| | - Maria M Gabriel
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany.
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Abstract
PURPOSE OF REVIEW Right ventricular (RV) failure is increasingly recognized as a major cause of morbidity and mortality. When RV failure is refractory to medical therapy, escalation to right-sided mechanical circulatory support (MCS) should be considered. In this review, we begin by recapitulating the hemodynamics of RV failure, then we delve into current and future right-sided MCS devices and describe their hemodynamic profiles. RECENT FINDINGS The field of temporary right-sided MCS continues to expand, with evolving strategies and new devices actively under development. All right-sided MCS devices bypass the RV, with each bypass configuration conferring a unique hemodynamic profile. Devices that aspirate blood directly from the RV, as opposed to the RA or the IVC, have more favorable hemodynamics and more effective RV unloading. There has been a growing interest in single-access MCS devices which do not restrict patient mobility. Additionally, a first-of-its-kind percutaneous, pulsatile, right-sided MCS device (PERKAT RV) is currently undergoing investigation in humans. Prompt recognition of refractory RV failure and deployment of right-sided MCS can improve outcomes. The field of right-sided MCS is rapidly evolving, with ongoing efforts dedicated towards developing novel temporary devices that are single access, allow for patient mobility, and directly unload the RV, as well as more durable devices.
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Schreiber C, Dieterlen MT, Garbade J, Borger MA, Sieg F, Spampinato R, Dobrovie M, Meyer AL. Validation of mitral regurgitation reversibility in patients with HeartMate 3 implantation. Artif Organs 2021; 46:106-116. [PMID: 34398476 DOI: 10.1111/aor.14053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 08/03/2021] [Accepted: 08/11/2021] [Indexed: 11/27/2022]
Abstract
The resolution of functional mitral valve regurgitation (MR) in patients awaiting left ventricular assist device (LVAD) implantation is discussed controversially. The present study analyzed MR and echocardiographic parameters of the third-generation LVAD HeartMate 3 (HM3) over 3 years. Of 135 LVAD patients (with severe MR, n = 33; with none, mild, or moderate MR, n = 102), data of transthoracic echocardiography were included preoperatively to LVAD implantation, up to 1 month postoperatively, and at 1, 2, and 3 years after LVAD implantation. Demographic data and clinical characteristics were collected. Severe MR was reduced immediately after LVAD implantation in all patients. The echocardiographic parameters left ventricular end-diastolic diameter (P < .001), right ventricular end-diastolic diameter (P < .001), tricuspid annular plane systolic excursion (P < .001), and estimated pulmonary artery pressure (P < .001) decreased after HM3 implantation independently from the grade of MR prior to implantation and remained low during the 2 years follow-up period. Following LVAD implantation, right heart failure, ventricular arrhythmias, ischemic stroke as well as pump thrombosis and bleeding events were comparable between the groups. The incidences of death and cardiac death did not differ between the patient groups. Furthermore, the Kaplan-Meier analysis showed that survival was comparable between the groups (P = .073). HM3 implantation decreases preoperative severe MR immediately after LVAD implantation. This effect is long-lasting in most patients and reinforces the LVAD implantation without MR surgery. The complication rates and survival were comparable between patients with and without severe MR.
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Affiliation(s)
- Constantin Schreiber
- Heart Center, HELIOS Clinic, Clinic of Cardiac Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Maja-Theresa Dieterlen
- Heart Center, HELIOS Clinic, Clinic of Cardiac Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Jens Garbade
- Heart Center, HELIOS Clinic, Clinic of Cardiac Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Michael A Borger
- Heart Center, HELIOS Clinic, Clinic of Cardiac Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Franz Sieg
- Heart Center, HELIOS Clinic, Clinic of Cardiac Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Ricardo Spampinato
- Heart Center, HELIOS Clinic, Clinic of Cardiac Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Monica Dobrovie
- Heart Center, HELIOS Clinic, Clinic of Cardiac Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Anna L Meyer
- Department of Cardiac Surgery, University Hospital, Heidelberg, Germany
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Pskowski A, Bagchi P, Zahn JD. Investigation of red blood cell partitioning in an in vitro microvascular bifurcation. Artif Organs 2021; 45:1083-1096. [PMID: 33590890 DOI: 10.1111/aor.13941] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 01/29/2021] [Accepted: 02/09/2021] [Indexed: 01/12/2023]
Abstract
There is a long history of research examining red blood cell (RBC) partitioning in microvasculature bifurcations. These studies commonly report results describing partitioning that exists as either regular partitioning, which occurs when the RBC flux ratio is greater than the bulk fluid flowrate ratio, or reverse partitioning when the RBC flux ratio is less than or equal to that of the bulk fluid flowrate. This paper presents a study of RBC partitioning in a single bifurcating microchannel with dimensions of 6 to 16 μm, investigating the effects of hematocrit, channel width, daughter channel flowrate ratio, and bifurcation angle. The erythrocyte flux ratio, N*, manifests itself as either regular or reverse partitioning, and time-dependent partitioning is much more dynamic, occurring as both regular and reverse partitioning. We report a significant reduction in the well-known sigmoidal variation of the erythrocyte flux ratio (N*) versus the volumetric flowrate ratio (Q*), partitioning behavior with increasing hematocrit in microchannels when the channel dimensions are comparable with cell size. RBCs "lingering" or jamming at the bifurcation were also observed and quantified in vitro. Results from trajectory analyses suggest that the RBC position in the feeder channel strongly affects both partitioning and lingering frequency of RBCs, with both being significantly reduced when RBCs flow on streamlines near the edge of the channel as opposed to the center of the channel. Furthermore, our experiments suggest that even at low Reynolds number, partitioning is affected by the bifurcation angle by increasing cell-cell interactions. The presented results provide further insight into RBC partitioning as well as perfusion throughout the microvasculature.
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Affiliation(s)
- Andrew Pskowski
- Department of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Prosenjit Bagchi
- Department of Mechanical and Aerospace Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Jeffrey D Zahn
- Department of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
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7
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Zhu Y, Yang M, Zhang Y, Meng F, Yang T, Fang Z. Effects of Pulsatile Frequency of Left Ventricular Assist Device (LVAD) on Coronary Perfusion: A Numerical Simulation Study. Med Sci Monit 2020; 26:e925367. [PMID: 32940255 PMCID: PMC7521069 DOI: 10.12659/msm.925367] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background Left ventricular assist devices (LVADs) with counter-pulsation mode have been widely used to support left ventricular function and improve coronary circulation. However, the frequency characteristics of the coronary system have not been considered. The aim of this study was to investigate the effects of pulsatile frequency of LVADs on coronary perfusion. Material/Methods First, a lumped parameter (LP) model incorporating coronary circulation, systemic circulation, left heart, and LVAD was established to simulate the cardiovascular system. Then, the frequency characteristics of the coronary system were analyzed and the calculation results showed that the pulsatile frequency of the LVAD has a substantial effect on coronary blood flow. To verify the accuracy of the theoretical analysis, the hemodynamic effects of the LVAD on the coronary artery were compared under 4 support modes: co-pulsation mode, and counter-pulsation modes in synchronization ratios of 1: 1, 2: 1, and 3: 1. Results We found that the coronary flow increased by 5% when the working mode changed from co-pulsation to counter-pulsation in a synchronization ratio of 1: 1, and by an additional 6% when the working mode changed from counter-pulsation in a synchronization ratio of 1: 1 to counter-pulsation in a synchronization ratio of 3: 1. Conclusions This work provides a useful method to increase coronary perfusion and may be beneficial for improving myocardial function in patients with end-stage heart failure, especially those with ischemic cardiomyopathy (ICM).
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Affiliation(s)
- Yuanfei Zhu
- Department of Instrument Science and Engineering, Shanghai Jiao Tong University, Shanghai, China (mainland)
| | - Ming Yang
- Department of Instrument Science and Engineering, Shanghai Jiao Tong University, Shanghai, China (mainland)
| | - Yan Zhang
- Department of Cardiovascular Surgery, Cardiovascular Institute and Fu Wai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China (mainland)
| | - Fan Meng
- Department of Instrument Science and Engineering, Shanghai Jiao Tong University, Shanghai, China (mainland)
| | - Tianyue Yang
- Department of Instrument Science and Engineering, Shanghai Jiao Tong University, Shanghai, China (mainland)
| | - Zhiwei Fang
- Department of Instrument Science and Engineering, Shanghai Jiao Tong University, Shanghai, China (mainland)
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8
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Malchesky PS. Artificial Organs
2019: A year in review. Artif Organs 2020; 44:314-338. [DOI: 10.1111/aor.13650] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 01/14/2020] [Accepted: 01/14/2020] [Indexed: 12/13/2022]
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Ferrari MW, Schulze PC, Kretzschmar D. Acute right heart failure: future perspective with the PERKAT RV pulsatile right ventricular support device. Ther Adv Cardiovasc Dis 2020; 14:1753944719895902. [PMID: 31918629 PMCID: PMC7099617 DOI: 10.1177/1753944719895902] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Acute right heart failure is associated with impaired prognosis in cardiogenic shock. Since most pharmacological therapies are not evaluated for the failing right ventricle, or even contraindicated, there is a need for rapid minimal invasive circulatory right heart support. The PERKAT RV is such a device for acute therapy in congestive heart failure. It reduces the central venous pooling by pumping blood from the inferior vena cava into the pulmonary artery with flow rates of up to 4 litres/min. The device was evaluated in an animal model of acute pulmonary embolism after careful in vitro tests. PERKAT RV increased cardiac output by 59% in sheep suffering from acute right heart failure. We await the first human implantation in the near future. Based on the PERKAT concept, future devolvement will also focus on left heart support.
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Affiliation(s)
- Markus W Ferrari
- Director of the Clinic Internal Medicine 1, Helios Dr. Horst Schmidt Clinic, Ludwig-Erhard-Strasse 100, Wiesbaden, Hessen, 65199, Germany
| | - P Christian Schulze
- Department of Internal Medicine I, University Hospital, Friedrich-Schiller-University, Jena, Thüringen, Germany
| | - Daniel Kretzschmar
- Department of Internal Medicine I, University Hospital, Friedrich-Schiller-University, Jena, Thüringen, Germany
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Nakamura M, Hori M, Nakagaito M, Kuwahara H, Kinoshita O, Ono M, Yokoyama S, Doi T, Fukahara K, Kinugawa K. A case of cardiogenic shock due to acute coronary syndrome successfully recovered by percutaneous and paracorporeal left ventricular assist device. J Artif Organs 2019; 22:249-252. [PMID: 30937678 PMCID: PMC6685920 DOI: 10.1007/s10047-019-01101-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 03/26/2019] [Indexed: 11/29/2022]
Abstract
We recently experienced a 70-year-old woman with left main trunk-acute coronary syndrome who was initially supported by Impella 5.0 which converted to paracorporeal left ventricular assist device (LVAD) implantation as a bridge to recovery. Optimized guideline-directed medical therapy with cardiac rehabilitation resulted in successful explantation of LVAD and she discharged on foot.
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Affiliation(s)
- Makiko Nakamura
- The Second Department of Internal Medicine, University of Toyama, 2630 Sugitani, Toyama-City, 930-0194, Japan.
| | - Masakazu Hori
- The Second Department of Internal Medicine, University of Toyama, 2630 Sugitani, Toyama-City, 930-0194, Japan
| | - Masaki Nakagaito
- The Second Department of Internal Medicine, University of Toyama, 2630 Sugitani, Toyama-City, 930-0194, Japan
| | - Hiroyuki Kuwahara
- The Second Department of Internal Medicine, University of Toyama, 2630 Sugitani, Toyama-City, 930-0194, Japan
| | - Osamu Kinoshita
- Department of Cardiac Surgery, University of Tokyo, Tokyo, Japan
| | - Minoru Ono
- Department of Cardiac Surgery, University of Tokyo, Tokyo, Japan
| | - Shigeki Yokoyama
- Department of Cardiovascular Surgery, University of Toyama, Toyama, Japan
| | - Toshio Doi
- Department of Cardiovascular Surgery, University of Toyama, Toyama, Japan
| | - Kazuaki Fukahara
- Department of Cardiovascular Surgery, University of Toyama, Toyama, Japan
| | - Koichiro Kinugawa
- The Second Department of Internal Medicine, University of Toyama, 2630 Sugitani, Toyama-City, 930-0194, Japan
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Miyamoto T, Karimov JH, Fukamachi K. Acute and chronic effects of continuous‐flow support and pulsatile‐flow support. Artif Organs 2019; 43:618-623. [DOI: 10.1111/aor.13446] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Accepted: 02/21/2019] [Indexed: 01/03/2023]
Affiliation(s)
- Takuma Miyamoto
- Department of Biomedical Engineering Lerner Research Institute, Cleveland Clinic Cleveland Ohio
| | - Jamshid H. Karimov
- Department of Biomedical Engineering Lerner Research Institute, Cleveland Clinic Cleveland Ohio
| | - Kiyotaka Fukamachi
- Department of Biomedical Engineering Lerner Research Institute, Cleveland Clinic Cleveland Ohio
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