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Kummerow M, von Dossow V, Pasero D, Martinez Lopez de Arroyabe B, Abrams B, Kowalsky M, Wilkey BJ, Subramanian K, Martin AK, Marczin N, de Waal EEC. PERSUADE Survey-PERioperative AnestheSia and Intensive Care Management of Left VentricUlar Assist DevicE Implantation in Europe and the United States. J Cardiothorac Vasc Anesth 2024; 38:197-206. [PMID: 37980193 DOI: 10.1053/j.jvca.2023.10.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/27/2023] [Accepted: 10/09/2023] [Indexed: 11/20/2023]
Abstract
OBJECTIVE To comprehensively assess relevant institutional variations in anesthesia and intensive care management during left ventricular assist device (LVAD) implantation. DESIGN The authors used a prospective data analysis. SETTING This was an online survey. PARTICIPANTS Participants were from LVAD centers in Europe and the US. INTERVENTIONS After investigating initial interest, 91 of 202 European and 93 of 195 US centers received a link to the survey targeting institutional organization and experience, perioperative hemodynamic monitoring, medical management, and postoperative intensive care aspects. MEASUREMENTS AND MAIN RESULTS The survey was completed by 73 (36.1%) European and 60 (30.8%) US centers. Although most LVAD implantations were performed in university hospitals (>5 years of experience), significant differences were observed in the composition of the preoperative multidisciplinary team and provision of intraoperative care. No significant differences in monitoring or induction agents were observed. Propofol was used more often for maintenance in Europe (p < 0.001). The choice for inotropes changed significantly from preoperatively (more levosimendan in Europe) to intraoperatively (more use of epinephrine in both Europe and the US). The use of quantitative methods for defining right ventricular (RV) function was reported more often from European centers than from US centers (p < 0.05). Temporary mechanical circulatory support for the treatment of RV failure was more often used in Europe. Nitric oxide appeared to play a major role only intraoperatively. There were no significant differences in early postoperative complications reported from European versus US centers. CONCLUSIONS Although the perioperative practice of care for patients undergoing LVAD implantation differs in several aspects between Europe and the US, there were no perceived differences in early postoperative complications.
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Affiliation(s)
- Maren Kummerow
- Department of Anesthesiology and Intensive Care Medicine, Mathias-Spital Rheine, Rheine, Germany
| | - Vera von Dossow
- Institute of Anesthesiology and Pain Therapy, Heart and Diabetes Center North Rhine-Westphalia, University Clinic of the Ruhr University Bochum, Bad Oeynhausen, Germany
| | - Daniela Pasero
- Department of Anesthesiology and Intensive Care, University Hospital, Sassari, Italy
| | | | - Benjamin Abrams
- Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Markus Kowalsky
- Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Barbara J Wilkey
- Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Kathirvel Subramanian
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh School of Medicine, UPMC Presbyterian Hospital, Pittsburgh, PA
| | - Archer K Martin
- Division of Cardiovascular and Thoracic Anesthesiology, Mayo Clinic, Jacksonville, FL
| | - Nandor Marczin
- Division of Anaesthesia, Pain Medicine and Intensive Care, Imperial College London, Royal Brompton & Harefield Hospitals, Guy's & St. Thomas' NHS, London, United Kingdom; Department of Anaesthesia and Intensive Care, Semmelweis University, Budapest, Hungary
| | - Eric E C de Waal
- Department of Anesthesiology, University Medical Center Utrecht, Utrecht, the Netherlands.
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Garcia LP, Walther CP. Kidney health and function with left ventricular assist devices. Curr Opin Nephrol Hypertens 2023; 32:439-444. [PMID: 37195244 PMCID: PMC10524584 DOI: 10.1097/mnh.0000000000000896] [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] [Indexed: 05/18/2023]
Abstract
PURPOSE OF REVIEW Mechanical circulatory support (MCS) is a group of evolving therapies used for indications ranging from temporary support during a cardiac procedure to permanent treatment of advanced heart failure. MCS is primarily used to support left ventricle function, in which case the devices are termed left ventricular assist devices (LVADs). Kidney dysfunction is common in patients requiring these devices, yet the impact of MCS itself on kidney health in many settings remains uncertain. RECENT FINDINGS Kidney dysfunction can manifest in many different forms in patients requiring MCS. It can be because of preexisting systemic disorders, acute illness, procedural complications, device complications, and long-term LVAD support. After durable LVAD implantation, most persons have improvement in kidney function; however, individuals can have markedly different kidney outcomes, and novel phenotypes of kidney outcomes have been identified. SUMMARY MCS is a rapidly evolving field. Kidney health and function before, during, and after MCS is relevant to outcomes from an epidemiologic perspective, yet the pathophysiology underlying this is uncertain. Improved understanding of the relationship between MCS use and kidney health is important to improving patient outcomes.
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Affiliation(s)
- Leonardo Pozo Garcia
- Selzman Institute for Kidney Health, Section of Nephrology, Department of Medicine, Baylor College of Medicine, Houston, TX
| | - Carl P. Walther
- Selzman Institute for Kidney Health, Section of Nephrology, Department of Medicine, Baylor College of Medicine, Houston, TX
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Walther CP, Benoit JS, Lamba HK, Civitello AB, Erickson KF, Mondal NK, Liao KK, Navaneethan SD. Distinctive kidney function trajectories following left ventricular assist device implantation. J Heart Lung Transplant 2022; 41:1798-1807. [PMID: 36182652 PMCID: PMC10091513 DOI: 10.1016/j.healun.2022.08.024] [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: 09/27/2021] [Revised: 05/04/2022] [Accepted: 08/31/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The aim of this study was to assess for distinct kidney function trajectories following left ventricular assist device (LVAD) placement. Cohort studies of LVAD recipients demonstrate that kidney function tends to increase early after LVAD placement, followed by decline and limited sustained improvement. Inter-individual differences in kidney function response may be obscured. METHODS We identified continuous flow LVAD implantations in US adults (2016-2017) from INTERMACS (Interagency Registry for Mechanically Assisted Circulatory Support). Primary outcomes were estimated glomerular filtration rate (eGFR) trajectories pre-implantation to ∼12 months. Latent class mixed models were applied to primary and validation samples. Clinical differences among trajectory groups were investigated. RESULTS Among 4,615 LVAD implantations, 5 eGFR trajectory groups were identified. The 2 largest groups (Groups 1 and 2) made up >80% of the cohort, and were similar to group average trajectories previously reported, with early eGFR rise followed by decline and stabilization. Three novel trajectory groups were found: worsening followed by sustained low kidney function (Group 3, 10.1%), sustained improvement (Group 4, 3.3%), and worsening followed by variation (Group 5, 1.7%). These groups differed in baseline characteristics and outcomes. Group 4 was younger and had more cardiogenic shock and pre-implantation dialysis; Group 3 had higher rates of pre-existing chronic kidney disease, along with older age. CONCLUSIONS Novel eGFR trajectories were identified in a national cohort, possibly representing distinct cardiorenal processes. Type 1 cardiorenal syndrome may have been predominant in Group 4, and parenchymal kidney disease may have been predominant in Group 3.
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Affiliation(s)
- Carl P Walther
- Department of Medicine, Baylor College of Medicine, Selzman Institute for Kidney Health, Section of Nephrology, Houston, Texas.
| | - Julia S Benoit
- Texas Institute for Measurement, Evaluation, and Statistics, University of Houston, Houston, Texas
| | - Harveen K Lamba
- Division of Cardiothoracic Transplantation and Circulatory Support, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Andrew B Civitello
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas; Advanced Heart Failure Center of Excellence, Baylor College of Medicine, Houston, Texas
| | - Kevin F Erickson
- Department of Medicine, Baylor College of Medicine, Selzman Institute for Kidney Health, Section of Nephrology, Houston, Texas; Baker Institute for Public Policy, Rice University, Houston, Texas
| | - Nandan K Mondal
- Division of Cardiothoracic Transplantation and Circulatory Support, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Kenneth K Liao
- Division of Cardiothoracic Transplantation and Circulatory Support, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Sankar D Navaneethan
- Department of Medicine, Baylor College of Medicine, Selzman Institute for Kidney Health, Section of Nephrology, Houston, Texas; Section of Nephrology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas; Institute of Clinical and Translational Research, Baylor College of Medicine, Houston, Texas
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Rali AS, Taduru SS, Tran LE, Ranka S, Schlendorf KH, Barker CM, Shah AS, Lindenfeld J, Zalawadiya SK. Transcatheter Aortic Valve Replacement and Surgical Aortic Valve Replacement Outcomes in Left Ventricular Assist Device Patients with Aortic Insufficiency. Card Fail Rev 2022; 8:e30. [PMID: 36644645 PMCID: PMC9819997 DOI: 10.15420/cfr.2022.21] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 07/15/2022] [Indexed: 01/17/2023] Open
Abstract
Background: Worsening aortic insufficiency (AI) is a known sequela of prolonged continuous-flow left ventricular assist device (LVAD) support with a significant impact on patient outcomes. While medical treatment may relieve symptoms, it is unlikely to halt progression. Surgical aortic valve replacement (SAVR) and transcatheter aortic valve replacement (TAVR) are among non-medical interventions available to address post-LVAD AI. Limited data are available on outcomes with either SAVR or TAVR for the management of post-LVAD AI. Methods: The National Inpatient Sample data collected for hospital admissions between the years 2015 and 2018 for patients with pre-existing continuous-flow LVAD undergoing TAVR or SAVR for AI were queried. The primary outcome of interest was a composite of in-hospital mortality, stroke, transient ischaemic attack, MI, pacemaker implantation, need for open aortic valve surgery, vascular complications and cardiac tamponade. Results: Patients undergoing TAVR were more likely to receive their procedure during an elective admission (57.1 versus 30%, p=0.002), and a significantly higher prevalence of comorbidities, as assessed by the Elixhauser Comorbidity Index, was observed in the SAVR group (29 versus 18; p=0.0001). We observed a significantly higher prevalence of the primary composite outcome in patients undergoing SAVR (30%) compared with TAVR (14.3%; p=0.001). Upon multivariable analysis adjusting for the type of admission and Elixhauser Comorbidity Index, TAVR was associated with significantly lower odds of the composite outcome (odds ratio 0.243; 95% CI [0.06-0.97]; p=0.045). Conclusion: In this nationally representative cohort of LVAD patients with post-implant AI, it was observed that TAVR was associated with a lower risk of adverse short-term outcomes compared with SAVR.
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Affiliation(s)
- Aniket S Rali
- Division of Cardiovascular Diseases, Vanderbilt University Medical CenterNashville, Tennessee, US
| | - Siva S Taduru
- Department of Cardiovascular Diseases, University of Kansas Medical CenterKansas City, Kansas, US
| | - Lena E Tran
- Department of Internal Medicine, Vanderbilt University Medical CenterNashville, Tennessee, US
| | - Sagar Ranka
- Department of Cardiovascular Diseases, University of Kansas Medical CenterKansas City, Kansas, US
| | - Kelly H Schlendorf
- Division of Cardiovascular Diseases, Vanderbilt University Medical CenterNashville, Tennessee, US
| | - Colin M Barker
- Division of Cardiovascular Diseases, Vanderbilt University Medical CenterNashville, Tennessee, US
| | - Ashish S Shah
- Department of Cardiac Surgery, Vanderbilt University Medical CenterNashville, Tennessee, US
| | - JoAnn Lindenfeld
- Division of Cardiovascular Diseases, Vanderbilt University Medical CenterNashville, Tennessee, US
| | - Sandip K Zalawadiya
- Division of Cardiovascular Diseases, Vanderbilt University Medical CenterNashville, Tennessee, US
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Left ventricular assist device and pump thrombosis: the importance of the inflow cannula position. Int J Cardiovasc Imaging 2022; 38:2771-2779. [DOI: 10.1007/s10554-022-02683-z] [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: 01/28/2022] [Accepted: 06/21/2022] [Indexed: 11/26/2022]
Abstract
AbstractPump thrombosis is a devastating complication after left ventricular assist device implantation. This study aims to elucidate the relation between left ventricular assist device implantation angle and risk of pump thrombosis. Between November 2010 and March 2020, 53 left ventricular assist device-patients underwent a computed tomography scan. Using a 3-dimensional multiplanar reformation the left ventricular axis was reconstructed to measure the implantation angle of the inflow cannula. All patients were retrospectively analyzed for the occurrence of pump thrombosis. In 10 (91%) patients with a pump thrombosis, the implantation angle was towards the lateral wall of the left ventricle. In only 20 patients (49%) of the patients without a pump thrombosis the inflow cannula pointed towards the lateral wall of the left ventricle. The mean angle in patients with a pump thrombosis was 10.1 ± 11.9 degrees towards the lateral wall of the left ventricle compared to 4.1 ± 19.9 degrees towards the septum in non-pump thrombosis patients (P = 0.005). There was a trend towards a significant difference in time to first pump thrombosis between patients with a lateral or septal deviated left ventricular assist device (hazard ratio of 0.15, P = 0.07). This study demonstrates that left ventricular assist device implantation angle is associated with pump thrombosis. Almost all patients in whom a pump thrombosis occurred during follow-up had a left ventricular assist device implanted with the inflow-cannula pointing towards the lateral wall of the left ventricle.
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Ono M, Yamaguchi O, Ohtani T, Kinugawa K, Saiki Y, Sawa Y, Shiose A, Tsutsui H, Fukushima N, Matsumiya G, Yanase M, Yamazaki K, Yamamoto K, Akiyama M, Imamura T, Iwasaki K, Endo M, Ohnishi Y, Okumura T, Kashiwa K, Kinoshita O, Kubota K, Seguchi O, Toda K, Nishioka H, Nishinaka T, Nishimura T, Hashimoto T, Hatano M, Higashi H, Higo T, Fujino T, Hori Y, Miyoshi T, Yamanaka M, Ohno T, Kimura T, Kyo S, Sakata Y, Nakatani T. JCS/JSCVS/JATS/JSVS 2021 Guideline on Implantable Left Ventricular Assist Device for Patients With Advanced Heart Failure. Circ J 2022; 86:1024-1058. [PMID: 35387921 DOI: 10.1253/circj.cj-21-0880] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Minoru Ono
- Department of Cardiac Surgery, Graduate School of Medicine and Faculty of Medicine, The University of Tokyo
| | - Osamu Yamaguchi
- Department of Cardiology, Pulmonology, Hypertension & Nephrology, Ehime University Graduate School of Medicine
| | - Tomohito Ohtani
- Department of Cardiovascular Medicine, Osaka University Graduate School of Medicine
| | - Koichiro Kinugawa
- Second Department of Internal Medicine, Faculty of Medicine, University of Toyama
| | - Yoshikatsu Saiki
- Department of Cardiovascular Surgery, Tohoku University Graduate School of Medicine
| | - Yoshiki Sawa
- Department of Cardiovascular Surgery, Osaka University Graduate School of Medicine
| | - Akira Shiose
- Department of Cardiovascular Surgery, Graduate School of Medical Sciences, Kyushu University
| | - Hiroyuki Tsutsui
- Department of Cardiovascular Medicine, Graduate School of Medical Sciences, Kyushu University
| | - Norihide Fukushima
- Department of Transplant Medicine, National Cerebral and Cardiovascular Center
| | - Goro Matsumiya
- Department of Cardiovascular Surgery, Chiba University Graduate School of Medicine
| | - Masanobu Yanase
- Department of Transplant Medicine, National Cerebral and Cardiovascular Center
| | - Kenji Yamazaki
- Advanced Medical Research Institute, Hokkaido Cardiovascular Hospital
| | - Kazuhiro Yamamoto
- Department of Cardiovascular Medicine and Endocrinology and Metabolism, Faculty of Medicine, Tottori University
| | - Masatoshi Akiyama
- Department of Cardiovascular Surgery, Tohoku University Graduate School of Medicine
| | - Teruhiko Imamura
- Second Department of Internal Medicine, Faculty of Medicine, University of Toyama
| | - Kiyotaka Iwasaki
- Cooperative Major in Advanced Biomedical Sciences, Graduate School of Advanced Science and Engineering, Waseda University
| | - Miyoko Endo
- Department of Nursing, The University of Tokyo Hospital
| | - Yoshihiko Ohnishi
- Department of Anesthesiology, National Cerebral and Cardiovascular Center
| | - Takahiro Okumura
- Department of Cardiology, Nagoya University Graduate School of Medicine
| | - Koichi Kashiwa
- Department of Medical Engineering, The University of Tokyo Hospital
| | - Osamu Kinoshita
- Department of Cardiac Surgery, The University of Tokyo Hospital
| | - Kaori Kubota
- Department of Transplantation Medicine, Osaka University Graduate School of Medicine
| | - Osamu Seguchi
- Department of Transplant Medicine, National Cerebral and Cardiovascular Center
| | - Koichi Toda
- Department of Cardiovascular Surgery, Osaka University Graduate School of Medicine
| | - Hiroshi Nishioka
- Department of Clinical Engineering, National Cerebral and Cardiovascular Center
| | - Tomohiro Nishinaka
- Department of Artificial Organs, National Cerebral and Cardiovascular Center
| | - Takashi Nishimura
- Department of Cardiovascular and Thoracic Surgery, Ehime University Hospital
| | - Toru Hashimoto
- Department of Cardiovascular Medicine, Kyushu University Hospital
| | - Masaru Hatano
- Department of Therapeutic Strategy for Heart Failure, Graduate School of Medicine, The University of Tokyo
| | - Haruhiko Higashi
- Department of Cardiology, Pulmonology, Hypertension & Nephrology, Ehime University Graduate School of Medicine
| | - Taiki Higo
- Department of Cardiovascular Medicine, Kyushu University Hospital
| | - Takeo Fujino
- Department of Cardiovascular Medicine, Kyushu University Hospital
| | - Yumiko Hori
- Department of Nursing and Transplant Medicine, National Cerebral and Cardiovascular Center
| | - Toru Miyoshi
- Department of Cardiology, Pulmonology, Hypertension & Nephrology, Ehime University Graduate School of Medicine
| | | | - Takayuki Ohno
- Department of Cardiovascular Surgery, Mitsui Memorial Hospital
| | - Takeshi Kimura
- Department of Cardiovascular Medicine, Graduate School of Medicine and Faculty of Medicine, Kyoto University
| | | | - Yasushi Sakata
- Department of Cardiovascular Medicine, Osaka University Graduate School of Medicine
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Schnettler JK, Roehrich L, Just IA, Pergantis P, Stein J, Mueller M, Mulzer J, Knierim J, Falk V, Potapov FE, Schoenrath F. Safety of Contemporary Heart Failure Therapy in Patients with Continuous-Flow Left Ventricular Assist Devices. J Card Fail 2021; 27:1328-1336. [PMID: 34157393 DOI: 10.1016/j.cardfail.2021.06.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 05/28/2021] [Accepted: 06/02/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND Limited data are available concerning the safety, optimal administration and benefits of contemporary heart failure therapy in patients after left ventricular assist device (LVAD) implantation. METHODS Between 2015 and 2019, 257 patients underwent LVAD implantation and were included in this observational study. Oral heart failure therapy was initiated and uptitrated during the further course. After propensity matching and excluding patients with immediate postoperative treatment in an affiliated center with different medical standards, hospitalization rates and mortality within 12 months after LVAD implantation were compared between 83 patients who received medical therapy including an angiotensin receptor neprilysin inhibitor (ARNI) and 83 patients who did not receive an ARNI. RESULTS The overall use of heart-failure medications after 12 months was high: prescriptions: beta-blockers, 85%; angiotensin inhibiting drugs, 90% (angiotensin-converting-enzyme inhibitors 30%, angiotensin receptor blockers 23%, ARNI 37%); mineralocorticoid receptor antagonists, 80%. No serious drug-related adverse events occurred. The conditional 1-year survival in the group with ARNIs was 97% (95% CI: 94%-100%) compared to 88% in the group without an ARNI (95% CI: 80%-96%); P = 0.06. CONCLUSIONS Contemporary heart failure therapy is safe in patients with LVADs. No increase in serious adverse events was seen in patients receiving ARNIs. No significant difference in the conditional 1-year survival was seen between the ARNI group and the nonARNI group.
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Affiliation(s)
- Jessica Kristin Schnettler
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany; Berlin and Frankfurt am Main, Germany, and Zurich, Switzerland
| | - Luise Roehrich
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany; German Heart Foundation, Frankfurt am Main, Germany
| | - Isabell Anna Just
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
| | - Panagiotis Pergantis
- Department of Infectious Diseases and Respiratory Medicine, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Julia Stein
- DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany; German Heart Center Berlin Service, Berlin, Germany
| | - Marcus Mueller
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany
| | - Johanna Mulzer
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany
| | - Jan Knierim
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany
| | - Volkmar Falk
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany; Department of Cardiovascular Surgery, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of Health Sciences and Technology, ETH Zürich, Zürich, Switzerland
| | - F Evgenij Potapov
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
| | - Felix Schoenrath
- Department of Cardiothoracic and Vascular Surgery, German Heart Center Berlin, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany.
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Ha RV, Nguyen TC. Commentary: Superior vena cava syndrome should not hinder use of a percutaneous right ventricular assist device. JTCVS Tech 2020; 6:95-96. [PMID: 34318156 PMCID: PMC8300904 DOI: 10.1016/j.xjtc.2020.12.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 12/04/2020] [Accepted: 12/15/2020] [Indexed: 11/30/2022] Open
Affiliation(s)
- Richard V Ha
- Department of Cardiothoracic Surgery, Kaiser Permanente Santa Clara Medical Center, Santa Clara, Calif
| | - Tom C Nguyen
- Department of Cardiothoracic and Vascular Surgery, University of Texas Health Science Center Houston, McGovern Medical School, Houston, Tex
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Pavol MA, Boehme AK, Willey JZ, Festa JR, Lazar RM, Nakagawa S, Casida J, Yuzefpolskaya M, Colombo PC. Predicting post-LVAD outcome: Is there a role for cognition? Int J Artif Organs 2020; 44:237-242. [DOI: 10.1177/0391398820956661] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background: Cognition has been found to influence risk of stroke and death for a variety of patient groups but this association has not been examined in heart failure (HF) patients undergoing left ventricular assist device (LVAD) implant. We aimed to study the relationship between cognition, stroke, and death in a cohort of patients who received LVAD therapy. It was hypothesized that cognitive test results obtained prior to LVAD placement would predict stroke and death after surgery. Methods: We retrospectively identified 59 HF patients who had cognitive assessment prior to LVAD placement. Cognitive assessment included measures of attention, memory, language, and visualmotor speed and were averaged to produce one z-score variable per patient. Survival analyses, censored for transplant, evaluated predictors for stroke and death within a follow-up period of 900 days. Results: For patients with stroke or death during the follow up period, the average cognitive z-score predicted post-LVAD stroke (HR = 0.513, 95% CI = 0.31–0.86, p = 0.012) and death (HR = 0.166, 95% CI = 0.06–0.47, p = 0.001). Cognitive performances were worse in the patients who suffered stroke or died. No other variable predicted stroke and death within the follow up period when the cognitive variable was in the model. Conclusion: Cognitive performance was predictive of post-LVAD risk of stroke and death. Results are consistent with findings from other studies in non-LVAD samples and may reflect early signs of neurologic vulnerability. Further studies are needed to clarify the relationship between cognition and LVAD outcomes in order to optimize patient selection, management, and advanced care planning.
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Affiliation(s)
- Marykay A Pavol
- Division of Stroke, Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Amelia K Boehme
- Division of Neurology Clinical Outcomes Research and Population Science, Department of Neurology, Columbia University, New York, NY, USA
| | - Joshua Z Willey
- Division of Stroke, Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Joanne R Festa
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ronald M Lazar
- UAB Evelyn F. McKnight Brain Institute, Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Shunichi Nakagawa
- Palliative Care Services, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Jesus Casida
- School of Nursing, Johns Hopkins University, Baltimore, MD, USA
| | - Melana Yuzefpolskaya
- Division of Cardiology, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Paolo C Colombo
- Division of Cardiology, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA
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Bazoukis G, Stavrakis S, Zhou J, Bollepalli SC, Tse G, Zhang Q, Singh JP, Armoundas AA. Machine learning versus conventional clinical methods in guiding management of heart failure patients-a systematic review. Heart Fail Rev 2020; 26:23-34. [PMID: 32720083 PMCID: PMC7384870 DOI: 10.1007/s10741-020-10007-3] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Machine learning (ML) algorithms “learn” information directly from data, and their performance improves proportionally with the number of high-quality samples. The aim of our systematic review is to present the state of the art regarding the implementation of ML techniques in the management of heart failure (HF) patients. We manually searched MEDLINE and Cochrane databases as well the reference lists of the relevant review studies and included studies. Our search retrieved 122 relevant studies. These studies mainly refer to (a) the role of ML in the classification of HF patients into distinct categories which may require a different treatment strategy, (b) discrimination of HF patients from the healthy population or other diseases, (c) prediction of HF outcomes, (d) identification of HF patients from electronic records and identification of HF patients with similar characteristics who may benefit form a similar treatment strategy, (e) supporting the extraction of important data from clinical notes, and (f) prediction of outcomes in HF populations with implantable devices (left ventricular assist device, cardiac resynchronization therapy). We concluded that ML techniques may play an important role for the efficient construction of methodologies for diagnosis, management, and prediction of outcomes in HF patients.
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Affiliation(s)
- George Bazoukis
- Second Department of Cardiology, Evangelismos General Hospital of Athens, Athens, Greece
| | - Stavros Stavrakis
- University of Oklahoma Health Science Center, Oklahoma City, OK, USA
| | - Jiandong Zhou
- School of Data Science, City University of Hong Kong, Hong Kong, China
- Shenzhen Research Institute of City University of Hong Kong, Shenzhen, Guangdong, China
| | - Sandeep Chandra Bollepalli
- Cardiovascular Research Center, Massachusetts General Hospital, 149 13th Street, Charlestown, Boston, MA, 02129, USA
| | - Gary Tse
- Laboratory of Cardiovascular Physiology, Li Ka Shing Institute of Health Sciences, Hong Kong SAR, People's Republic of China
| | - Qingpeng Zhang
- School of Data Science, City University of Hong Kong, Hong Kong, China
- Shenzhen Research Institute of City University of Hong Kong, Shenzhen, Guangdong, China
| | - Jagmeet P Singh
- Cardiology Division, Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston, MA, USA
| | - Antonis A Armoundas
- Cardiovascular Research Center, Massachusetts General Hospital, 149 13th Street, Charlestown, Boston, MA, 02129, USA.
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology Cambridge, Cambridge, MA, USA.
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11
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Randhawa VK, Hoffman K, Bock A, Bhat P, Young L, Rossi J, Campbell J, Bott-Silverman C, Soltesz EG, Tong MZY, Unai S, Nair R, Estep JD, Perez AL. Impella RP as a bridge to cardiac transplant for refractory late right ventricular failure in setting of left ventricular assist device. ESC Heart Fail 2020; 7:1972-1975. [PMID: 32426932 PMCID: PMC7373903 DOI: 10.1002/ehf2.12685] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 02/14/2020] [Accepted: 03/08/2020] [Indexed: 11/26/2022] Open
Abstract
Right ventricular (RV) failure remains a major complication after surgical implantation of a left ventricular assist device (LVAD). While the use of a percutaneous RV assist device has been described as a short‐term bridge to recovery in end‐stage heart failure patients with early post‐operative RV failure after index LVAD implant, management of refractory late RV failure remains challenging in these patients. We report the first successful case of extended Impella RP use as a safe and effective bridge to orthotopic heart transplant in an LVAD patient with refractory, haemodynamically significant late RV failure. The Impella RP provided support for 37 days. Haemodynamically intolerant arrhythmia precluded use of inotropic support. No adverse complications related to percutaneous Impella RP support were seen. We also review potential considerations for mechanical circulatory support strategies in this setting: central RV assist device cannulation requires sternotomy incision that can impact subsequent cardiac surgeries, while percutaneous Protek Duo insertion requires adequate vessel size and patency. With an LVAD in situ, veno‐arterial extracorporeal membrane oxygenation was not considered for isolated RV support in this case. The patient is currently over 6 months post‐orthotopic heart transplant.
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Affiliation(s)
- Varinder Kaur Randhawa
- Section of Heart Failure and Cardiac Transplant Medicine, Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk J3-4, Cleveland, OH, 44195, USA.,Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Karlee Hoffman
- Section of Heart Failure and Cardiac Transplant Medicine, Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk J3-4, Cleveland, OH, 44195, USA.,Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Ashley Bock
- Section of Heart Failure and Cardiac Transplant Medicine, Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk J3-4, Cleveland, OH, 44195, USA.,Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Pavan Bhat
- Section of Heart Failure and Cardiac Transplant Medicine, Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk J3-4, Cleveland, OH, 44195, USA.,Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Laura Young
- Section of Heart Failure and Cardiac Transplant Medicine, Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk J3-4, Cleveland, OH, 44195, USA.,Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jeffrey Rossi
- Section of Interventional Cardiology, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Joseph Campbell
- Section of Interventional Cardiology, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Corrine Bott-Silverman
- Section of Heart Failure and Cardiac Transplant Medicine, Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk J3-4, Cleveland, OH, 44195, USA.,Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Edward G Soltesz
- Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Cardiovascular Surgery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Michael Z Y Tong
- Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Cardiovascular Surgery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Shinya Unai
- Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Cardiovascular Surgery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Ravi Nair
- Section of Interventional Cardiology, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jerry D Estep
- Section of Heart Failure and Cardiac Transplant Medicine, Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk J3-4, Cleveland, OH, 44195, USA.,Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Antonio L Perez
- Section of Heart Failure and Cardiac Transplant Medicine, Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk J3-4, Cleveland, OH, 44195, USA.,Kaufman Center for Heart Failure Treatment and Recovery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
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