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Galbas MC, Meissner F, Asmussen A, Straky HC, Schimmel M, Reuter J, Grundmann S, Czerny M, Bothe W. A systematic methodology for epicardial and epiaortic echocardiography in swine research models. Health Sci Rep 2024; 7:e1777. [PMID: 38186934 PMCID: PMC10767764 DOI: 10.1002/hsr2.1777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 10/26/2023] [Accepted: 11/30/2023] [Indexed: 01/09/2024] Open
Abstract
Background Perioperative echocardiography is of paramount importance during cardiac surgery. Nonetheless, in the experimental large-animal setting, it might be challenging obtaining optimal imaging when using conventional imaging acquisition techniques, such as transthoracic and transesophageal screenings. Open-chest surgery allows epicardial echocardiographic assessment with direct contact between probe and heart, thus providing superior quality. Standard protocols regarding the use of epicardial ultrasound in swine for research purposes are lacking. Methods Epicardial echocardiography was performed in 10 female German Landrace pigs undergoing cardiac surgery. A structured and comprehensive protocol for epicardial echocardiography was elaborated including apical, ventricular long and short axis, as well as epiaortic planes. All experiments were approved by the local board for animal welfare and conducted in accordance with the German animal protection law (TierSchG) and the ARRIVE guidelines. Conclusions Systematic protocols using epicardial echocardiography may serve as an additional tool to assess cardiac dimensions and function in experimental scenarios with swine models.
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Affiliation(s)
- Michelle C. Galbas
- Department of Cardiovascular Surgery, Heart Center Freiburg, Faculty of MedicineUniversity of FreiburgFreiburgGermany
| | - Florian Meissner
- Department of Cardiovascular Surgery, Heart Center Freiburg, Faculty of MedicineUniversity of FreiburgFreiburgGermany
| | - Alexander Asmussen
- Department of Cardiology and Angiology I, Heart Center Freiburg, Faculty of MedicineUniversity of FreiburgFreiburgGermany
| | - Hendrik C. Straky
- Department of Cardiovascular Surgery, Heart Center Freiburg, Faculty of MedicineUniversity of FreiburgFreiburgGermany
| | - Marius Schimmel
- Department of Cardiovascular Surgery, Heart Center Freiburg, Faculty of MedicineUniversity of FreiburgFreiburgGermany
| | - Johanna Reuter
- Department of Cardiovascular Surgery, Heart Center Freiburg, Faculty of MedicineUniversity of FreiburgFreiburgGermany
| | - Sebastian Grundmann
- Department of Cardiology and Angiology I, Heart Center Freiburg, Faculty of MedicineUniversity of FreiburgFreiburgGermany
| | - Martin Czerny
- Department of Cardiovascular Surgery, Heart Center Freiburg, Faculty of MedicineUniversity of FreiburgFreiburgGermany
| | - Wolfgang Bothe
- Department of Cardiovascular Surgery, Heart Center Freiburg, Faculty of MedicineUniversity of FreiburgFreiburgGermany
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2
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Galeone A, Buccoliero C, Barile B, Nicchia GP, Onorati F, Luciani GB, Brunetti G. Cellular and Molecular Mechanisms Activated by a Left Ventricular Assist Device. Int J Mol Sci 2023; 25:288. [PMID: 38203459 PMCID: PMC10779015 DOI: 10.3390/ijms25010288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 12/13/2023] [Accepted: 12/21/2023] [Indexed: 01/12/2024] Open
Abstract
Left ventricular assist devices (LVADs) represent the final treatment for patients with end-stage heart failure (HF) not eligible for transplantation. Although LVAD design has been further improved in the last decade, their use is associated with different complications. Specifically, inflammation, fibrosis, bleeding events, right ventricular failure, and aortic valve regurgitation may occur. In addition, reverse remodeling is associated with substantial cellular and molecular changes of the failing myocardium during LVAD support with positive effects on patients' health. All these processes also lead to the identification of biomarkers identifying LVAD patients as having an augmented risk of developing associated adverse events, thus highlighting the possibility of identifying new therapeutic targets. Additionally, it has been reported that LVAD complications could cause or exacerbate a state of malnutrition, suggesting that, with an adjustment in nutrition, the general health of these patients could be improved.
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Affiliation(s)
- Antonella Galeone
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Division of Cardiac Surgery, University of Verona, 37129 Verona, Italy; (A.G.); (F.O.); (G.B.L.)
| | - Cinzia Buccoliero
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, 70125 Bari, Italy; (C.B.); (B.B.); (G.P.N.)
| | - Barbara Barile
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, 70125 Bari, Italy; (C.B.); (B.B.); (G.P.N.)
| | - Grazia Paola Nicchia
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, 70125 Bari, Italy; (C.B.); (B.B.); (G.P.N.)
| | - Francesco Onorati
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Division of Cardiac Surgery, University of Verona, 37129 Verona, Italy; (A.G.); (F.O.); (G.B.L.)
| | - Giovanni Battista Luciani
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Division of Cardiac Surgery, University of Verona, 37129 Verona, Italy; (A.G.); (F.O.); (G.B.L.)
| | - Giacomina Brunetti
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, 70125 Bari, Italy; (C.B.); (B.B.); (G.P.N.)
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3
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Using Artificial Intelligence to Better Predict and Develop Biomarkers. Clin Lab Med 2023; 43:99-114. [PMID: 36764811 DOI: 10.1016/j.cll.2022.09.021] [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: 02/11/2023]
Abstract
Advancements in technology have improved biomarker discovery in the field of heart failure (HF). What was once a slow and laborious process has gained efficiency through use of high-throughput omics platforms to phenotype HF at the level of genes, transcripts, proteins, and metabolites. Furthermore, improvements in artificial intelligence (AI) have made the interpretation of large omics data sets easier and improved analysis. Use of omics and AI in biomarker discovery can aid clinicians by identifying markers of risk for developing HF, monitoring care, determining prognosis, and developing druggable targets. Combined, AI has the power to improve HF patient care.
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4
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Quttainah M, Raveendran VV, Saleh S, Parhar R, Aljoufan M, Moorjani N, Al-Halees ZY, AlShahid M, Collison KS, Westaby S, Al-Mohanna F. Transcriptomal Insights of Heart Failure from Normality to Recovery. Biomolecules 2022; 12:biom12050731. [PMID: 35625658 PMCID: PMC9138767 DOI: 10.3390/biom12050731] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 05/09/2022] [Accepted: 05/13/2022] [Indexed: 02/04/2023] Open
Abstract
Current management of heart failure (HF) is centred on modulating the progression of symptoms and severity of left ventricular dysfunction. However, specific understandings of genetic and molecular targets are needed for more precise treatments. To attain a clearer picture of this, we studied transcriptome changes in a chronic progressive HF model. Fifteen sheep (Ovis aries) underwent supracoronary aortic banding using an inflatable cuff. Controlled and progressive induction of pressure overload in the LV was monitored by echocardiography. Endomyocardial biopsies were collected throughout the development of LV failure (LVF) and during the stage of recovery. RNA-seq data were analysed using the PANTHER database, Metascape, and DisGeNET to annotate the gene expression for functional ontologies. Echocardiography revealed distinct clinical differences between the progressive stages of hypertrophy, dilatation, and failure. A unique set of transcript expressions in each stage was identified, despite an overlap of gene expression. The removal of pressure overload allowed the LV to recover functionally. Compared to the control stage, there were a total of 256 genes significantly changed in their expression in failure, 210 genes in hypertrophy, and 73 genes in dilatation. Gene expression in the recovery stage was comparable with the control stage with a well-noted improvement in LV function. RNA-seq revealed the expression of genes in each stage that are not reported in cardiovascular pathology. We identified genes that may be potentially involved in the aetiology of progressive stages of HF, and that may provide future targets for its management.
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Affiliation(s)
- Mohammed Quttainah
- Department of Cell Biology, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia; (M.Q.); (V.V.R.); (S.S.); (R.P.); (K.S.C.)
| | - Vineesh Vimala Raveendran
- Department of Cell Biology, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia; (M.Q.); (V.V.R.); (S.S.); (R.P.); (K.S.C.)
| | - Soad Saleh
- Department of Cell Biology, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia; (M.Q.); (V.V.R.); (S.S.); (R.P.); (K.S.C.)
| | - Ranjit Parhar
- Department of Cell Biology, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia; (M.Q.); (V.V.R.); (S.S.); (R.P.); (K.S.C.)
| | - Mansour Aljoufan
- Heart Centre, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia; (M.A.); (Z.Y.A.-H.); (M.A.)
| | - Narain Moorjani
- Department of Cardiothoracic Surgery, Papworth Hospital, University of Cambridge, Cambridge CB23 3RE, UK;
| | - Zohair Y. Al-Halees
- Heart Centre, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia; (M.A.); (Z.Y.A.-H.); (M.A.)
| | - Maie AlShahid
- Heart Centre, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia; (M.A.); (Z.Y.A.-H.); (M.A.)
| | - Kate S. Collison
- Department of Cell Biology, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia; (M.Q.); (V.V.R.); (S.S.); (R.P.); (K.S.C.)
| | - Stephen Westaby
- Oxford Heart Centre, John Radcliffe Hospital, Oxford OX9 3DU, UK;
| | - Futwan Al-Mohanna
- Department of Cell Biology, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia; (M.Q.); (V.V.R.); (S.S.); (R.P.); (K.S.C.)
- Correspondence:
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5
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Michelhaugh SA, Januzzi JL. Using Artificial Intelligence to Better Predict and Develop Biomarkers. Heart Fail Clin 2022; 18:275-285. [PMID: 35341540 DOI: 10.1016/j.hfc.2021.11.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Advancements in technology have improved biomarker discovery in the field of heart failure (HF). What was once a slow and laborious process has gained efficiency through use of high-throughput omics platforms to phenotype HF at the level of genes, transcripts, proteins, and metabolites. Furthermore, improvements in artificial intelligence (AI) have made the interpretation of large omics data sets easier and improved analysis. Use of omics and AI in biomarker discovery can aid clinicians by identifying markers of risk for developing HF, monitoring care, determining prognosis, and developing druggable targets. Combined, AI has the power to improve HF patient care.
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6
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Biomarkers in Patients with Left Ventricular Assist Device: An Insight on Current Evidence. Biomolecules 2022; 12:biom12020334. [PMID: 35204834 PMCID: PMC8869703 DOI: 10.3390/biom12020334] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/10/2022] [Accepted: 02/16/2022] [Indexed: 01/31/2023] Open
Abstract
Left ventricular assist devices (LVADs) have been representing a cornerstone therapy for patients with end-stage heart failure during the last decades. However, their use induces several pathophysiological modifications which are partially responsible for the complications that typically characterize these patients, such as right ventricular failure, thromboembolic events, as well as bleedings. During the last years, biomarkers involved in the pathways of neurohormonal activation, myocardial injury, adverse remodeling, oxidative stress and systemic inflammation have raised attention. The search and analysis of potential biomarkers in LVAD patients could lead to the identification of a subset of patients with an increased risk of developing these adverse events. This could then promote a closer follow-up as well as therapeutic modifications. Furthermore, it might highlight some new therapeutic pharmacological targets that could lead to improved long-term survival. The aim of this review is to provide current evidence on the role of different biomarkers in patients with LVAD, in particular highlighting their possible implications in clinical practice.
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Abstract
PURPOSE OF REVIEW The use of durable ventricular assist devices (VAD) to manage end-stage heart failure is increasing, but infection remains a leading cause of morbidity and mortality among patients with VAD. In this review, we synthesize recent data pertaining to the epidemiology, diagnosis, management, and prevention of VAD infections, discuss transplant considerations in patients with VAD infections, and highlight remaining knowledge gaps. We also present a conceptual framework for treating clinicians to approach these infections that draws on the same principles that guide the treatment of analogous infections that occur in patients without VAD. RECENT FINDINGS Despite advances in device design, surgical techniques, and preventative interventions, more than a third of VAD recipients still experience infection as an adverse outcome. Positron emission tomography has emerged as a promising modality for identifying and characterizing VAD infections. High-quality data to support many of the routine therapeutic strategies currently used for VAD infections-including suppressive antibiotic therapy, surgical debridement/device exchange, and novel antimicrobials for emerging multidrug-resistant organisms-remain limited. Although pre-transplant VAD infection may impact some early transplant outcomes, transplantation remains a viable option for patients with most types of VAD infection. Standardized definitions of VAD infection applied to large registry datasets have yielded key insights into the epidemiology of infectious complications among VAD recipients, but more prospective studies are needed to evaluate the effectiveness of existing and novel diagnostic and therapeutic strategies.
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Affiliation(s)
- Varun K Phadke
- Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA.
| | - Stephanie M Pouch
- Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA
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8
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Ventricular assist device-promoted recovery and technical aspects of explant. JTCVS Tech 2021; 7:182-188. [PMID: 34318239 PMCID: PMC8311694 DOI: 10.1016/j.xjtc.2021.02.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 02/11/2021] [Indexed: 01/09/2023] Open
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Michelhaugh SA, Januzzi JL. Finding a Needle in a Haystack: Proteomics in Heart Failure. JACC Basic Transl Sci 2020; 5:1043-1053. [PMID: 33145466 PMCID: PMC7591826 DOI: 10.1016/j.jacbts.2020.07.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 07/08/2020] [Accepted: 07/12/2020] [Indexed: 12/26/2022]
Abstract
Proteomics has aided HF biomarker discovery, which allows for greater disease insights. Experiment design can be tailored to HF research to discover novel biomarkers. Primary methods include MS, protein microarray, aptamer, and PEA-based technologies. Proteomics can detect unique low abundance proteins and detect protein modifications.
Circulating protein biomarkers provide information regarding pathways in heart failure (HF) and can add important value to clinicians. Advancements in proteomics allow researchers to measure a multitude of proteins simultaneously with excellent sensitivity and selectivity to detect low abundance proteins. This helps identify previously unrecognized pathways in HF and discover biomarkers and potential targets for HF therapies. Although several proteomic methods exist, including mass spectrometry, protein microarray, aptamer, and proximity extension assay−based techniques, each have their unique advantages. This paper provides an overview of the various proteomic methods, with examples of how each has contributed to understanding the pathways in HF.
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Affiliation(s)
- Sam A Michelhaugh
- Department of Medicine, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - James L Januzzi
- Department of Medicine, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts.,Department of Medicine, Division of Cardiology, Harvard Medical School, Boston, Massachusetts.,Baim Institute for Clinical Research, Boston, Massachusetts
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10
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Abstract
BACKGROUND We have a limited understanding of the biological underpinnings of symptoms in heart failure (HF), particularly in response to left ventricular assist device (LVAD) implantation. OBJECTIVE The aim of this study was to quantify the degree to which symptoms and biomarkers change in parallel from before implantation through the first 6 months after LVAD implantation in advanced HF. METHODS This was a prospective cohort study of 101 patients receiving an LVAD for the management of advanced HF. Data on symptoms (dyspnea, early and subtle symptoms [HF Somatic Perception Scale], pain severity [Brief Pain Inventory], wake disturbance [Epworth Sleepiness Scale], depression [Patient Health Questionnaire], and anxiety [Brief Symptom Inventory]) and peripheral biomarkers of myocardial stretch, systemic inflammation, and hypervolumetric mechanical stress were measured before implantation with a commercially available LVAD and again at 30, 90, and 180 days after LVAD implantation. Latent growth curve and parallel process modeling were used to describe changes in symptoms and biomarkers and the degree to which they change in parallel in response to LVAD implantation. RESULTS In response to LVAD implantation, changes in myocardial stretch were closely associated with changes in early and subtle physical symptoms as well as depression, and changes in hypervolumetric stress were closely associated with changes in pain severity and wake disturbances. Changes in systemic inflammation were not closely associated with changes in physical or affective symptoms in response to LVAD implantation. CONCLUSIONS These findings provide new insights into the many ways in which symptoms and biomarkers provide concordant or discordant information about LVAD response.
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Tanaka R, Umemura M, Narikawa M, Hikichi M, Osaw K, Fujita T, Yokoyama U, Ishigami T, Tamura K, Ishikawa Y. Reactive fibrosis precedes doxorubicin-induced heart failure through sterile inflammation. ESC Heart Fail 2020; 7:588-603. [PMID: 31984667 PMCID: PMC7160475 DOI: 10.1002/ehf2.12616] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 12/06/2019] [Accepted: 12/22/2019] [Indexed: 12/14/2022] Open
Abstract
Aims Doxorubicin (DOX)‐induced heart failure has a poor prognosis, and effective treatments have not been established. Because DOX shows cumulative cardiotoxicity, we hypothesized that minimal cardiac remodelling occurred at the initial stage in activating cardiac fibroblasts. Our aim was to investigate the initial pathophysiology of DOX‐exposed cardiac fibroblasts and propose prophylaxis. Methods and results An animal study was performed using a lower dose of DOX (4 mg/kg/week for 3 weeks, i.p.) than a toxic cumulative dose. Histological analysis was performed with terminal deoxynucleotidyl transferase‐mediated dUTP nick‐end labelling assay, picrosirius red staining, and immunohistochemical staining. The mechanism was analysed in vitro with a low dose of DOX, which did not induce cell apoptosis. Microarray analysis was performed. Differentially expressed genes were confirmed by enrichment analysis. Mitochondrial damage was assessed by mitochondrial membrane potential. The production of inflammatory cytokines and fibrosis markers was assessed by western blot, quantitative polymerase chain reaction, and ELISA. A phosphokinase antibody array was performed to detect related signalling pathways. Low‐dose DOX did not induced cell death, and fibrosis was localized to the perivascular area in mice. Microarray analysis suggested that DOX induced genes associated with the innate immune system and inflammatory reactions, resulting in cardiac remodelling. DOX induced mitochondrial damage and increased the expression of interleukin‐1. DOX also promoted the expression of fibrotic markers, such as alpha smooth muscle actin and galectin‐3. These responses were induced through stress‐activated protein kinase/c‐Jun NH2‐terminal kinase signalling. A peroxisome proliferator‐activated receptor (PPARγ) agonist attenuated the expression of fibrotic markers through suppressing stress‐activated protein kinase/c‐Jun NH2‐terminal kinase. Furthermore, this molecule also suppressed DOX‐induced early fibrotic responses in vivo. Conclusions Low‐dose DOX provoked reactive fibrosis through sterile inflammation evoked by the damaged mitochondria.
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Affiliation(s)
- Ryo Tanaka
- Cardiovascular Research Institute, Yokohama City University School of Medicine, Yokohama, Japan.,Medical Science and Cardiorenal Medicine, Yokohama City University School of Medicine, Yokohama, Japan
| | - Masanari Umemura
- Cardiovascular Research Institute, Yokohama City University School of Medicine, Yokohama, Japan.,Medical Science and Cardiorenal Medicine, Yokohama City University School of Medicine, Yokohama, Japan
| | - Masatoshi Narikawa
- Cardiovascular Research Institute, Yokohama City University School of Medicine, Yokohama, Japan.,Medical Science and Cardiorenal Medicine, Yokohama City University School of Medicine, Yokohama, Japan
| | - Mayu Hikichi
- Cardiovascular Research Institute, Yokohama City University School of Medicine, Yokohama, Japan
| | - Kohei Osaw
- Cardiovascular Research Institute, Yokohama City University School of Medicine, Yokohama, Japan
| | - Takayuki Fujita
- Cardiovascular Research Institute, Yokohama City University School of Medicine, Yokohama, Japan.,Medical Science and Cardiorenal Medicine, Yokohama City University School of Medicine, Yokohama, Japan
| | - Utako Yokoyama
- Department of Physiology, Tokyo Medical University, Tokyo, Japan
| | - Tomoaki Ishigami
- Medical Science and Cardiorenal Medicine, Yokohama City University School of Medicine, Yokohama, Japan
| | - Kouichi Tamura
- Medical Science and Cardiorenal Medicine, Yokohama City University School of Medicine, Yokohama, Japan
| | - Yoshihiro Ishikawa
- Cardiovascular Research Institute, Yokohama City University School of Medicine, Yokohama, Japan
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Cardiac Biomarkers in Advanced Heart Failure: How Can They Impact Our Pre-transplant or Pre-LVAD Decision-making. Curr Heart Fail Rep 2019; 16:274-284. [PMID: 31741231 DOI: 10.1007/s11897-019-00447-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
PURPOSE OF REVIEW Decision-making in advanced heart failure (HF) is a complex process that involves careful consideration of competing tradeoffs of risks and benefits in regard to heart transplantation (HT) or left ventricular assist device (LVAD) placement. The purpose of this review is to discuss how biomarkers may affect decision-making for HT or LVAD implantation. RECENT FINDINGS N-Terminal probrain natriuretic peptide, soluble suppression of tumorigenicity-2, galectin-3, copeptin, and troponin T levels are associated with HF survival and can help identify the appropriate timing for advanced HF therapies. Patients at risk of right ventricular failure after LVAD implantation can be identified with preimplant biomarkers of extracellular matrix turnover, neurohormonal activation, and inflammation. There is limited data on the adoption of biomarker measurement for decision-making in the allocation of advanced HF therapies. Nonetheless, biomarkers can improve risk stratification and prognostication thereby optimizing patient selection for HT and LVAD implantation.
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