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Wang A, Li Z, Sun Z, Wang Y, Fu S, Zhang D, Ma X. Heart failure with preserved ejection fraction and non-alcoholic fatty liver disease: new insights from bioinformatics. ESC Heart Fail 2023; 10:416-431. [PMID: 36266995 PMCID: PMC9871724 DOI: 10.1002/ehf2.14211] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/17/2022] [Accepted: 10/02/2022] [Indexed: 01/29/2023] Open
Abstract
AIMS Heart failure with preserved ejection fraction (HFpEF) and non-alcoholic fatty liver disease (NAFLD) are related conditions with an increasing incidence. The mechanism of their relationship remains undefined. Here, we aimed to explore the potential mechanisms, diagnostic markers, and therapeutic options for HFpEF and NAFLD. METHODS AND RESULTS HFpEF and NAFLD datasets were downloaded from the Gene Expression Omnibus (GEO) database. Common differentially expressed genes (DEGs) were screened for functional annotation. A protein-protein interaction network was constructed based on the STRING database, and hub genes were analysed using GeneMANIA annotation. ImmuCellAI (Immune Cell Abundance Identifier) was employed for analysis of immune infiltration. We also used validation datasets to validate the expression levels of hub genes and the correlation of immune cells. To screen for diagnostic biomarkers, we employed the least absolute shrinkage and selection operator and support vector machine-recursive feature elimination. Drug signature database was used to predict potential therapeutic drugs. Our analyses identified a total of 33 DEGs. Inflammation and immune infiltration played important roles in the development of both diseases. The data showed a close relationship between chemokine signalling pathway, cytokine-cytokine receptor interaction, calcium signalling pathway, neuroactive ligand-receptor interaction, osteoclast differentiation, and cyclic guanosine monophosphate-protein kinase G signalling pathway. We demonstrated that PRF1 (perforin 1) and IL2RB (interleukin-2 receptor subunit beta) proteins were perturbed by the diseases and may be the hub genes. The analysis showed that miR-375 may be a potential diagnostic marker for both diseases. Our drug prediction analysis showed that bosentan, eldecalcitol, ramipril, and probucol could be potential therapeutic options for the diseases. CONCLUSIONS Our findings revealed common pathogenesis, diagnostic markers, and therapeutic agents for HFpEF and NAFLD. There is need for further experimental studies to validate our findings.
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Affiliation(s)
- Anzhu Wang
- Xiyuan HospitalChina Academy of Chinese Medical SciencesBeijingChina
- Graduate SchoolChina Academy of Chinese Medical SciencesBeijingChina
| | - Zhendong Li
- Qingdao West Coast New Area People's HospitalQingdaoChina
| | - Zhuo Sun
- Qingdao West Coast New Area People's HospitalQingdaoChina
| | - Yifei Wang
- Xiyuan HospitalChina Academy of Chinese Medical SciencesBeijingChina
- Beijing University of Chinese MedicineBeijingChina
| | - Shuangqing Fu
- Xiyuan HospitalChina Academy of Chinese Medical SciencesBeijingChina
- Beijing University of Chinese MedicineBeijingChina
| | - Dawu Zhang
- Xiyuan HospitalChina Academy of Chinese Medical SciencesBeijingChina
- National Clinical Research Center for Chinese Medicine CardiologyBeijingChina
| | - Xiaochang Ma
- Xiyuan HospitalChina Academy of Chinese Medical SciencesBeijingChina
- National Clinical Research Center for Chinese Medicine CardiologyBeijingChina
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102
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Shitole SG, Naveed M, Wang Z, Wang T, Kato Y, Ambale-Venkatesh B, Kaplan RC, Tien PC, Anastos K, Lazar JM, Lima JAC, Qi Q, Kizer JR. Metabolomic Profiling of Cardiac Fibrosis and Steatosis in Women With or at Risk for HIV. J Acquir Immune Defic Syndr 2023; 92:162-172. [PMID: 36215981 PMCID: PMC9839486 DOI: 10.1097/qai.0000000000003118] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 10/05/2022] [Indexed: 01/21/2023]
Abstract
BACKGROUND Heart failure is a prevalent disorder whose prognosis remains poor despite advances in treatment. Women with or at risk for HIV may be particularly susceptible, yet the metabolic pathways that promote myocardial disease and heart failure in this context remain incompletely characterized. METHODS To evaluate the metabolomic signatures of cardiac magnetic resonance measured phenotypes, we used available plasma metabolomic measures from participants in the Women's Interagency HIV Study who underwent cardiac magnetic resonance imaging. Our primary outcomes were myocardial extracellular volume fraction (MECV) and intramyocardial triglyceride content (IMTG). We applied partial least squares and identified the top 10 lipid and polar metabolites associated with MECV and IMTG. We used multivariable linear regression to evaluate these metabolites' individual associations with each phenotype. RESULTS The mean age of participants (n = 153) was 53 ± 7, 93% were Black or Hispanic, and 74% were HIV positive. Phenylacetylglutamine, a microbial metabolite, was positively associated with MECV after full adjustment and false discovery rate correction. Three phosphatidylcholine species, N-acetylaspartic acid, and a lysophosphatidylcholine species were inversely associated with IMTG, while prolylglycine, methionine sulfoxide, sphingosine, taurine, and phosphorylcholine were positively associated with this phenotype. We found no evidence of interaction by HIV for the observed associations, but there was effect modification by hepatitis C virus of taurine's and phosphorylcholine's associations with IMTG. CONCLUSION Among women with or at risk for HIV, we related various lipid and polar metabolites to cardiac fibrosis or steatosis, of which phenylacetylglutamine, N-acetylaspartic acid, and prolylglycine are novel. These findings implicate plausible mechanisms that could be targetable for therapeutics.
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Affiliation(s)
- Sanyog G. Shitole
- San Francisco Veterans Affairs Health Care System, San Francisco, CA
- University of California San Francisco, San Francisco, CA
| | - Mahim Naveed
- San Francisco Veterans Affairs Health Care System, San Francisco, CA
- University of California San Francisco, San Francisco, CA
| | - Zheng Wang
- Albert Einstein College of Medicine, Bronx, NY
| | - Tao Wang
- Albert Einstein College of Medicine, Bronx, NY
| | - Yoko Kato
- Johns Hopkins University, Baltimore, MD
| | | | - Robert C. Kaplan
- Albert Einstein College of Medicine, Bronx, NY
- Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Phyllis C. Tien
- San Francisco Veterans Affairs Health Care System, San Francisco, CA
- University of California San Francisco, San Francisco, CA
| | | | | | | | - Qibin Qi
- Albert Einstein College of Medicine, Bronx, NY
| | - Jorge R. Kizer
- San Francisco Veterans Affairs Health Care System, San Francisco, CA
- University of California San Francisco, San Francisco, CA
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103
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Khan MS, Shahid I, Anker SD, Fonarow GC, Fudim M, Hall ME, Hernandez A, Morris AA, Shafi T, Weir MR, Zannad F, Bakris GL, Butler J. Albuminuria and Heart Failure: JACC State-of-the-Art Review. J Am Coll Cardiol 2023; 81:270-282. [PMID: 36653095 DOI: 10.1016/j.jacc.2022.10.028] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 10/03/2022] [Indexed: 01/18/2023]
Abstract
Although chronic kidney disease is characterized by low glomerular filtration rate (GFR) or albuminuria, estimated GFR (eGFR) is more widely utilized as a marker of risk profile in cardiovascular diseases, including heart failure (HF). The presence and magnitude of albuminuria confers a strong prognostic association in forecasting risk of incident HF as well as its progression, irrespective of eGFR. Despite the high prevalence of albuminuria in HF, whether it adds incremental prognostic information in clinical practice and serves as an independent risk marker, and whether there are any therapeutic implications of assessing albuminuria in patients with HF is less well-established. In this narrative review, we assess the potential role of albuminuria in risk profiling for development and progression of HF, strengths and limitations of utilizing albuminuria as a risk marker, its ability to serve in HF risk prediction models, and the implications of adopting albuminuria as an effective parameter in cardiovascular trials and practice.
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Affiliation(s)
- Muhammad Shahzeb Khan
- Division of Cardiology, Duke University School of Medicine, Durham, North Carolina, USA. https://twitter.com/ShahzebkhanMD
| | - Izza Shahid
- Division of Preventive Cardiology, Department of Cardiology, Houston Methodist Academic Institute, Houston, Texas, USA
| | - Stefan D Anker
- Department of Cardiology (CVK), Charité-Universitätsmedizin Berlin; Berlin Institute of Health Center for Regenerative Therapies, German Center for Cardiovascular Research, Berlin, Germany
| | - Gregg C Fonarow
- Division of Cardiology, University of California, Los Angeles, California, USA
| | - Marat Fudim
- Division of Cardiology, Duke University School of Medicine, Durham, North Carolina, USA; Duke Clinical Research Institute, Durham, North Carolina, USA
| | - Michael E Hall
- Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Adrian Hernandez
- Division of Cardiology, Duke University School of Medicine, Durham, North Carolina, USA; Duke Clinical Research Institute, Durham, North Carolina, USA
| | - Alanna A Morris
- Division of Cardiology, Emory University, Atlanta, Georgia, USA
| | - Tariq Shafi
- Division of Nephrology, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Matthew R Weir
- Division of Nephrology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Faiez Zannad
- Université de Lorraine, CIC Inserm, CHRU, Nancy, France
| | - George L Bakris
- Department of Medicine, University of Chicago Medicine, Chicago, Illinois, USA
| | - Javed Butler
- Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA; Baylor Scott and White Research Institute, Dallas, Texas, USA.
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104
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De Lorenzi AB, Kaplinsky E, Zambrano MR, Chaume LT, Rosas JM. Emerging concepts in heart failure management and treatment: focus on SGLT2 inhibitors in heart failure with preserved ejection fraction. Drugs Context 2023; 12:2022-7-1. [PMID: 36660013 PMCID: PMC9828870 DOI: 10.7573/dic.2022-7-1] [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: 07/03/2022] [Accepted: 11/08/2022] [Indexed: 01/04/2023] Open
Abstract
The role of sodium-glucose cotransporter 2 inhibitors (SLTG2i), developed initially as glucose-lowering agents, has represented a novelty in patients with heart failure (HF) and reduced ejection fraction (HFrEF) since dapagliflozin (DAPA-HF study) and empagliflozin (EMPEROR-Reduced study) were able to reduce morbidity and mortality in this setting regardless of the presence or absence of diabetes. In previous large clinical trials (EMPA-REG OUTCOME study, CANVAS, DECLARE-TIMI 58), SGLT2i have been shown to attenuate HF progression expressed by reducing the risk of HF hospitalizations in patients with type 2 diabetes mellitus mostly without HF at baseline. This benefit was then corroborated with positive results in HF outcomes (cardiovascular mortality and HF hospitalizations) in patients with HF with preserved ejection fraction (HFpEF) in the EMPEROR-Preserved (empagliflozin) and DELIVER (dapagliflozin) trials. Several biological mechanisms apart from the glycosuria are attributed to these agents in this last context, including anti-inflammatory effects, reduction of fibrosis and apoptosis, improvement of myocardial metabolism, mitochondrial function optimization, and oxidative stress protection. Moreover, SGLT2i can also improve ventricular loading conditions by forcing diuresis and natriuresis, and by enhancing vascular and renal function. In addition, SGLT2i can reduce myocardial passive stiffness (diastolic function) by enforcing the phosphorylation of myofilament modulatory proteins. This article provided an overview of the main pathophysiological characteristics of HFpEF and of the diverse mechanisms of action of SGLT2i in this setting. The supporting clinical evidence of SGLT2i in HFpEF (EMPEROR-Preserved and DELIVER trials) is also reviewed. This article is part of the Emerging concepts in heart failure management and treatment Special Issue: https://www.drugsincontext.com/special_issues/emerging-concepts-in-heart-failure-management-and-treatment.
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Affiliation(s)
| | - Edgardo Kaplinsky
- Cardiology Unit, Medicine Department, Hospital Municipal de Badalona, Spain
| | | | - Laia Tomás Chaume
- Unitat de Cardiología, Hospital General de Granollers, Barcelona, Spain
| | - Joan Monell Rosas
- Unitat de Cardiología, Hospital General de Granollers, Barcelona, Spain
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He J, Yang W, Wu W, Sun X, Li S, Yin G, Zhuang B, Xu J, Zhou D, Zhang Y, Wang Y, Zhu L, Sharma P, Sirajuddin A, Teng Z, Kureshi F, Zhao S, Lu M. Clinical features, myocardial strain and tissue characteristics of heart failure with preserved ejection fraction in patients with obesity: A prospective cohort study. EClinicalMedicine 2023; 55:101723. [PMID: 36386034 PMCID: PMC9646878 DOI: 10.1016/j.eclinm.2022.101723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 10/11/2022] [Accepted: 10/11/2022] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND The pathophysiology and subsequent myocardial dysfunction of heart failure with preserved ejection fraction (HFpEF) with comorbid obesity has not been extensively described. This study aimed to investigate the clinical features and cardiovascular magnetic resonance (CMR) derived myocardial strain and tissue characteristics in patients with HFpEF and comorbid obesity phenotype. METHODS In this prospective cohort study, we included consecutive patients admitted to Fuwai hospital in China who underwent CMR. Patients with HFpEF or obesity were diagnosed with demographic data, clinical presentation, laboratory test, and echocardiography or CMR imaging. The key exclusion criteria were cardiomyopathy, primary valvular heart disease, and significant coronary artery disease. Participant data were obtained from the electronic medical records database or inquiry. Comparisons of clinical features and CMR derived structural and functional parameters amongst different groups were made using one-way analysis of variance, or χ2 tests, and post hoc Bonferroni analysis where appropriate. FINDINGS Between January 1, 2019 and July 31, 2021, 280 participants (108 patients with HFpEF and obesity, 50 patients with HFpEF and normal weight, 72 patients with obesity, and 50 healthy controls) were enrolled. Compared with patients with HFpEF and normal weight, patients with HFpEF and obesity were younger males, and had higher plasma volume, uric acid and hemoglobin levels, yet less often atrial fibrillation, and lower NT-proBNP levels, and had higher left ventricular mass index, end-diastole/systole volume index, lower left atrial volume index, and worse myocardial strains (all p ≤ 0.05), but no remarkable difference in late gadolinium enhancement (LGE) presence and extracellular volume fraction (ECV). After adjusting for age, atrial fibrillation, and coronary artery disease, only global longitudinal strain (GLS, p = 0.031) and early-diastolic global longitudinal strain rate (eGLSR, p = 0.043) were considerably worse in patients with HFpEF and obesity versus patients with HFpEF and normal weight. Furthermore, early-diastolic strain rates showed no linear association with ECV in patients with HFpEF and obesity. Moreover, GLS demonstrated the highest diagnostic ability when compared with traditional CMR structural parameters and ECV to diagnose patients with HFpEF and obesity in the setting of obesity. INTERPRETATION Higher systemic inflammation, and worse GLS and eGLSR may be the distinct features of obesity-related HFpEF phenotype; strains and ECV may represent different mechanisms of HFpEF with obesity, deserving further study. FUNDING The Construction Research Project of Key Laboratory (Cultivation) of Chinese Academy of Medical Sciences (2019PT310025); National Natural Science Foundation of China (81971588); Capital's Funds for Health Improvement and Research (CFH 2020-2-4034); Youth Key Program of High-level Hospital Clinical Research (2022-GSP-QZ-5).
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Affiliation(s)
- Jian He
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wenjing Yang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Weichun Wu
- Department of Echocardiography, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China
| | - Xiaoxin Sun
- Department of Nuclear Medicine, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China
| | - Shuang Li
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Gang Yin
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Baiyan Zhuang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jing Xu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Di Zhou
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuhui Zhang
- Department of Heart Failure Centre, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yining Wang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Leyi Zhu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Piyush Sharma
- Saint James School of Medicine, Park Ridge, IL, 60068, USA
| | - Arlene Sirajuddin
- Department of Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md, USA
| | - Zhongzhao Teng
- Department of Radiology, University of Cambridge, Cambridge, UK
| | - Faraz Kureshi
- Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex, USA
| | - Shihua Zhao
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Minjie Lu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China
- Corresponding author. Fuwai Hospital, National Centre for Cardiovascular Diseases, Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.167, Xicheng District, Beijing 100037, China.
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106
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Takvorian KS, Wang D, Courchesne P, Vasan RS, Benjamin EJ, Cheng S, Larson MG, Levy D, Ho JE. The Association of Protein Biomarkers With Incident Heart Failure With Preserved and Reduced Ejection Fraction. Circ Heart Fail 2023; 16:e009446. [PMID: 36475777 PMCID: PMC9937440 DOI: 10.1161/circheartfailure.121.009446] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 08/25/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Heart failure with preserved ejection fraction (HFpEF) and heart failure with reduced ejection fraction (HFrEF) are distinct clinical entities, yet there is scant evidence for associations of proteomic signatures with future development of HFpEF versus HFrEF. METHODS We evaluated the association of 71 protein biomarkers with incident HFpEF versus HFrEF (left ventricular ejection fraction ≥ versus <50%) among Framingham Heart Study participants using multivariable Cox models. RESULTS Among 7038 participants (mean age 49 years; 54% women), 5 biomarkers were associated with increased risk of incident HFpEF (false discovery rate q<0.05): NT-proBNP (N-terminal pro-B-type natriuretic peptide; hazard ratio [HR], 2.13; 95% CI, 1.52-2.99; P<0.001), growth differentiation factor-15 (HR, 1.67; 95% CI, 1.32-2.12; P<0.001), adrenomedullin (HR, 1.58; 95% CI, 1.23-2.04; P<0.001), uncarboxylated matrix Gla protein (HR, 1.55; 95% CI 1.23-1.95; P<0.001), and C-reactive protein (HR, 1.46; 95% CI, 1.17-1.83; P=0.001). Fourteen biomarkers were associated with incident HFrEF (multivariable P<0.001, q<0.05 for all). Of these, 3 biomarkers were associated with both HF subtypes (NT-proBNP, growth differentiation factor-15, and C-reactive protein). When compared directly, myeloperoxidase, resistin, and paraoxanase-1 were more strongly associated with HFrEF than HFpEF. CONCLUSIONS We identified 5 protein biomarkers of new-onset HFpEF representing pathways of inflammation, cardiac stress, and vascular stiffness, which partly overlapped with HFrEF. We found 14 biomarkers associated with new-onset HFrEF, with some distinct associations including myeloperoxidase, resistin, and paraoxanase-1. Taken together, these findings provide insights into similarities and differences in the development of HF subtypes. REGISTRATION URL: https://clinicaltrials.gov/ct2/show/NCT00005121; Unique identifier: NCT0005121.
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Affiliation(s)
| | - Dongyu Wang
- Cardiovascular Institute and Department of Medicine, Beth Israel Deaconness Medical Center, Boston, MA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Paul Courchesne
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Ramachandran S. Vasan
- Department of Medicine and Boston University School of Medicine, Boston, MA
- Cardiology and Preventive Medicine Sections, Boston University School of Medicine, Boston, MA
- The Framingham Heart Study, Framingham, MA
- Department of Epidemiology and Boston University School of Public Health, Boston, MA
| | - Emelia J. Benjamin
- Cardiology and Preventive Medicine Sections, Boston University School of Medicine, Boston, MA
- The Framingham Heart Study, Framingham, MA
- Department of Epidemiology and Boston University School of Public Health, Boston, MA
| | - Susan Cheng
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai, Los Angeles, CA
| | - Martin G. Larson
- The Framingham Heart Study, Framingham, MA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Daniel Levy
- The Framingham Heart Study, Framingham, MA
- Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD
| | - Jennifer E. Ho
- Cardiovascular Institute and Department of Medicine, Beth Israel Deaconness Medical Center, Boston, MA
- Division of Cardiology, Department of Medicine, Beth Israel Deaconness Medical Center, Boston, MA
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107
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Eirin A, Chade AR. Cardiac epigenetic changes in VEGF signaling genes associate with myocardial microvascular rarefaction in experimental chronic kidney disease. Am J Physiol Heart Circ Physiol 2023; 324:H14-H25. [PMID: 36367693 PMCID: PMC9762979 DOI: 10.1152/ajpheart.00522.2022] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 11/07/2022] [Accepted: 11/08/2022] [Indexed: 11/13/2022]
Abstract
Chronic kidney disease (CKD) is common in patients with heart failure and often results in left ventricular diastolic dysfunction (LVDD). However, the mechanisms responsible for cardiac damage in CKD-LVDD remain to be elucidated. Epigenetic alterations may impose long-lasting effects on cellular transcription and function, but their exact role in CKD-LVDD is unknown. We investigate whether changes in cardiac site-specific DNA methylation profiles might be implicated in cardiac abnormalities in CKD-LVDD. CKD-LVDD and normal control pigs (n = 6 each) were studied for 14 wk. Renal and cardiac hemodynamics were quantified by multidetector CT and echocardiography. In randomly selected pigs (n = 3/group), cardiac site-specific 5-methylcytosine (5mC) immunoprecipitation (MeDIP)- and mRNA-sequencing (seq) were performed, followed by integrated (MeDiP-seq/mRNA-seq analysis), and confirmatory ex vivo studies. MeDIP-seq analysis revealed 261 genes with higher (fold change > 1.4; P < 0.05) and 162 genes with lower (fold change < 0.7; P < 0.05) 5mC levels in CKD-LVDD versus normal pigs, which were primarily implicated in vascular endothelial growth factor (VEGF)-related signaling and angiogenesis. Integrated MeDiP-seq/mRNA-seq analysis identified a select group of VEGF-related genes in which 5mC levels were higher, but mRNA expression was lower in CKD-LVDD versus normal pigs. Cardiac VEGF signaling gene and VEGF protein expression were blunted in CKD-LVDD compared with controls and were associated with decreased subendocardial microvascular density. Cardiac epigenetic changes in VEGF-related genes are associated with impaired angiogenesis and cardiac microvascular rarefaction in swine CKD-LVDD. These observations may assist in developing novel therapies to ameliorate cardiac damage in CKD-LVDD.NEW & NOTEWORTHY Chronic kidney disease (CKD) often leads to left ventricular diastolic dysfunction (LVDD) and heart failure. Using a novel translational swine model of CKD-LVDD, we characterize the cardiac epigenetic landscape, identifying site-specific 5-methylcytosine changes in vascular endothelial growth factor (VEGF)-related genes associated with impaired angiogenesis and cardiac microvascular rarefaction. These observations shed light on the mechanisms of cardiac microvascular damage in CKD-LVDD and may assist in developing novel therapies for these patients.
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Affiliation(s)
- Alfonso Eirin
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota
| | - Alejandro R Chade
- Department of Medical Pharmacology and Physiology, University of Missouri-Columbia, Columbia, Missouri
- Department of Medicine, University of Missouri-Columbia, Columbia, Missouri
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108
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Takeuchi S, Kohno T, Goda A, Shiraishi Y, Saji M, Nagatomo Y, Tanaka TD, Takei M, Nakano S, Soejima K, Kohsaka S, Yoshikawa T. Malnutrition in real-world patients hospitalized for heart failure with preserved ejection fraction and its potential impact on generalizability of EMPEROR-Preserved trial. Int J Cardiol 2023; 370:263-270. [PMID: 36257476 DOI: 10.1016/j.ijcard.2022.10.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 09/23/2022] [Accepted: 10/12/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND Despite the benefits of the sodium-glucose cotransporter 2 inhibitor (SGLT2i) empagliflozin, its suitability for patients with heart failure (HF) in the real-world setting remains unclear. Considering the unique pharmacological profile of SGLT2i (e.g., glucose excretion leading to calorie loss) and increasingly aging patients with HF, applicability of trials' finding in patients with malnutrition is important. METHODS We examined 1633 consecutive patients with a preserved left ventricular ejection fraction (LVEF; >40%) enrolled in a multicenter-based acute HF registry. After applying the EMPEROR-Preserved eligibility criteria, we compared the baseline characteristics of trial-eligible and actual trial participants, and patients with and without malnutrition among the trial-eligible group. Malnutrition was assessed by the geriatric nutritional risk index (GNRI). The trial-eligible patients were divided into high (GNRI≥92) and low (GNRI<92) nutritional groups, and a composite endpoint comprising all-cause death and HF rehospitalization was evaluated. RESULTS Majority (70.2%) of the analyzed patients were eligible for the EMPEROR-Preserved trial (age: 77 ± 12 years and body mass index [BMI]: 22.0 ± 4.1 kg/m2), but were older and had lower BMIs than the actual trial participants. Notably, 51.9% of the eligible patients were at high risk for malnutrition and had a higher rate of the composite endpoint than non-malnourished counterparts (HR 1.27, 95%CI 1.04-1.56, P = 0.020). The difference in outcomes was predominantly due to mortality from non-cardiac causes. CONCLUSIONS Mostly patients with HF in a real-world setting met the EMPEROR-Preserved criteria; however, approximately half were at high risk for malnutrition with poorer outcomes owing to non-cardiac-related causes.
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Affiliation(s)
- Shinsuke Takeuchi
- Department of Cardiovascular Medicine, Kyorin University Faculty of Medicine, Tokyo, Japan
| | - Takashi Kohno
- Department of Cardiovascular Medicine, Kyorin University Faculty of Medicine, Tokyo, Japan.
| | - Ayumi Goda
- Department of Cardiovascular Medicine, Kyorin University Faculty of Medicine, Tokyo, Japan
| | - Yasuyuki Shiraishi
- Department of Cardiology, Keio University School of Medicine, Tokyo, Japan
| | - Mike Saji
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
| | - Yuji Nagatomo
- Department of Cardiology, National Defense Medical College, Tokorozawa, Japan
| | - Toshikazu D Tanaka
- Division of Cardiology, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Makoto Takei
- Department of Cardiology, Tokyo Saiseikai Central Hospital, Tokyo, Japan
| | - Shintaro Nakano
- Department of Cardiology, Saitama Medical University, International Medical Center, Saitama, Japan
| | - Kyoko Soejima
- Department of Cardiovascular Medicine, Kyorin University Faculty of Medicine, Tokyo, Japan
| | - Shun Kohsaka
- Department of Cardiology, Keio University School of Medicine, Tokyo, Japan
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Wang S, Xiao Y. Advances in extracardiac mechanisms for heart failure with preserved ejection fraction. ZHONG NAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF CENTRAL SOUTH UNIVERSITY. MEDICAL SCIENCES 2022; 47:1733-1739. [PMID: 36748385 PMCID: PMC10930276 DOI: 10.11817/j.issn.1672-7347.2022.220310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Indexed: 02/08/2023]
Abstract
Heart failure with preserved ejection fraction (HFpEF) is a syndrome with highly heterogeneous clinical symptoms, and its incidence has been increasing in recent years. Compared with heart failure with reduced ejection fraction (HFrEF), HFpEF has a worse prognosis. Traditional therapies targeting the internal mechanisms of the heart show limited or inefficacy on HFpEF, and new therapeutic targets for HFpEF are expected to be found by focusing on the extracardiac mechanisms. Recent studies have shown that cardiopulmonary pathophysiological interaction exacerbates the progression of HFpEF. Hypertension, systemic vascular injury, and inflammatory response lead to coronary microvascular dysfunction, myocardial hypertrophy, and coronary microvascular remodeling. Acute kidney injury affects myocardial energy production, induces oxidative stress and catabolism of myocardial protein, which leads to myocardial dysfunction. Liver fibrosis mediates heart injury by abnormal protein deposition and inflammatory factors production. Skeletal muscle interacts with the sympathetic nervous system by metabolic signals. It also produces muscle factors, jointly affecting cardiac function. Metabolic syndrome, gut microbiota dysbiosis, immune system diseases, and iron deficiency promote the occurrence and development of HFpEF through metabolic changes, oxidative stress, and inflammatory responses. Therefore, the research on the extracardiac mechanisms of HFpEF has certain implications for model construction, mechanism research, and treatment strategy formulation.
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Affiliation(s)
- Siyu Wang
- Department of Cardiovascular Medicine, Second Xiangya Hospital, Central South University, Changsha 410011.
- Xiangya School of Medicine, Central South University, Changsha 410008, China.
| | - Yichao Xiao
- Department of Cardiovascular Medicine, Second Xiangya Hospital, Central South University, Changsha 410011.
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van Ommen AMLN, Canto ED, Cramer MJ, Rutten FH, Onland-Moret NC, Ruijter HMD. Diastolic dysfunction and sex-specific progression to HFpEF: current gaps in knowledge and future directions. BMC Med 2022; 20:496. [PMID: 36575484 PMCID: PMC9795723 DOI: 10.1186/s12916-022-02650-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 11/07/2022] [Indexed: 12/28/2022] Open
Abstract
Diastolic dysfunction of the left ventricle (LVDD) is equally common in elderly women and men. LVDD is a condition that can remain latent for a long time but is also held responsible for elevated left ventricular filling pressures and high pulmonary pressures that may result in (exercise-induced) shortness of breath. This symptom is the hallmark of heart failure with preserved ejection fraction (HFpEF) which is predominantly found in women as compared to men within the HF spectrum. Given the mechanistic role of LVDD in the development of HFpEF, we review risk factors and mechanisms that may be responsible for this sex-specific progression of LVDD towards HFpEF from an epidemiological point-of-view and propose future research directions.
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Affiliation(s)
- A M L N van Ommen
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, 3508 GA, Utrecht, The Netherlands
| | - E Dal Canto
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, 3508 GA, Utrecht, The Netherlands
| | - Maarten J Cramer
- Clinical Cardiology Department, University Medical Center Utrecht, Utrecht University, 3508 GA, Utrecht, The Netherlands
| | - F H Rutten
- Department of General Practice, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, 3508 GA, Utrecht, The Netherlands
| | - N C Onland-Moret
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, 3508 GA, Utrecht, The Netherlands
| | - H M den Ruijter
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, 3508 GA, Utrecht, The Netherlands.
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Joseph J, Liu C, Hui Q, Aragam K, Wang Z, Charest B, Huffman JE, Keaton JM, Edwards TL, Demissie S, Djousse L, Casas JP, Gaziano JM, Cho K, Wilson PWF, Phillips LS, O’Donnell CJ, Sun YV. Genetic architecture of heart failure with preserved versus reduced ejection fraction. Nat Commun 2022; 13:7753. [PMID: 36517512 PMCID: PMC9751124 DOI: 10.1038/s41467-022-35323-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 11/28/2022] [Indexed: 12/15/2022] Open
Abstract
Pharmacologic clinical trials for heart failure with preserved ejection fraction have been largely unsuccessful as compared to those for heart failure with reduced ejection fraction. Whether differences in the genetic underpinnings of these major heart failure subtypes may provide insights into the disparate outcomes of clinical trials remains unknown. We utilize a large, uniformly phenotyped, single cohort of heart failure sub-classified into heart failure with reduced and with preserved ejection fractions based on current clinical definitions, to conduct detailed genetic analyses of the two heart failure sub-types. We find different genetic architectures and distinct genetic association profiles between heart failure with reduced and with preserved ejection fraction suggesting differences in underlying pathobiology. The modest genetic discovery for heart failure with preserved ejection fraction (one locus) compared to heart failure with reduced ejection fraction (13 loci) despite comparable sample sizes indicates that clinically defined heart failure with preserved ejection fraction likely represents the amalgamation of several, distinct pathobiological entities. Development of consensus sub-phenotyping of heart failure with preserved ejection fraction is paramount to better dissect the underlying genetic signals and contributors to this highly prevalent condition.
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Affiliation(s)
- Jacob Joseph
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA ,Cardiology Section (111A), VA Providence Healthcare System, 830 Chalkstone Avenue, Providence, RI 02908 USA
| | - Chang Liu
- grid.189967.80000 0001 0941 6502Emory University Rollins School of Public Health, Atlanta, GA USA
| | - Qin Hui
- grid.189967.80000 0001 0941 6502Emory University Rollins School of Public Health, Atlanta, GA USA ,grid.484294.7Atlanta VA Health Care System, Decatur, GA USA
| | - Krishna Aragam
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.32224.350000 0004 0386 9924Massachusetts General Hospital, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Zeyuan Wang
- grid.189967.80000 0001 0941 6502Emory University Rollins School of Public Health, Atlanta, GA USA ,grid.484294.7Atlanta VA Health Care System, Decatur, GA USA
| | - Brian Charest
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA
| | - Jennifer E. Huffman
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA
| | - Jacob M. Keaton
- grid.94365.3d0000 0001 2297 5165Center for Precision Health Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD USA ,grid.412807.80000 0004 1936 9916Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN USA
| | - Todd L. Edwards
- grid.412807.80000 0004 1936 9916Division of Epidemiology, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN USA
| | - Serkalem Demissie
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.189504.10000 0004 1936 7558Boston University School of Medicine, Boston, MA USA
| | - Luc Djousse
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Juan P. Casas
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - J. Michael Gaziano
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Kelly Cho
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Peter W. F. Wilson
- grid.484294.7Atlanta VA Health Care System, Decatur, GA USA ,grid.189967.80000 0001 0941 6502Emory University School of Medicine, Atlanta, GA USA
| | - Lawrence S. Phillips
- grid.484294.7Atlanta VA Health Care System, Decatur, GA USA ,grid.189967.80000 0001 0941 6502Emory University School of Medicine, Atlanta, GA USA
| | | | - Christopher J. O’Donnell
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Yan V. Sun
- grid.189967.80000 0001 0941 6502Emory University Rollins School of Public Health, Atlanta, GA USA ,grid.484294.7Atlanta VA Health Care System, Decatur, GA USA
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Hegyi B, Mira Hernandez J, Ko CY, Hong J, Shen EY, Spencer ER, Smoliarchuk D, Navedo MF, Bers DM, Bossuyt J. Diabetes and Excess Aldosterone Promote Heart Failure With Preserved Ejection Fraction. J Am Heart Assoc 2022; 11:e027164. [PMID: 36416174 PMCID: PMC9851441 DOI: 10.1161/jaha.122.027164] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Background The pathobiology of heart failure with preserved ejection fraction (HFpEF) is still poorly understood, and effective therapies remain limited. Diabetes and mineralocorticoid excess are common and important pathophysiological factors that may synergistically promote HFpEF. The authors aimed to develop a novel animal model of HFpEF that recapitulates key aspects of the complex human phenotype with multiorgan impairments. Methods and Results The authors created a novel HFpEF model combining leptin receptor-deficient db/db mice with a 4-week period of aldosterone infusion. The HFpEF phenotype was assessed using morphometry, echocardiography, Ca2+ handling, and electrophysiology. The sodium-glucose cotransporter-2 inhibitor empagliflozin was then tested for reversing the arrhythmogenic cardiomyocyte phenotype. Continuous aldosterone infusion for 4 weeks in db/db mice induced marked diastolic dysfunction with preserved ejection fraction, cardiac hypertrophy, high levels of B-type natriuretic peptide, and significant extracardiac comorbidities (including severe obesity, diabetes with marked hyperglycemia, pulmonary edema, and vascular dysfunction). Aldosterone or db/db alone induced only a mild diastolic dysfunction without congestion. At the cellular level, cardiomyocyte hypertrophy, prolonged Ca2+ transient decay, and arrhythmogenic action potential remodeling (prolongation, increased short-term variability, delayed afterdepolarizations), and enhanced late Na+ current were observed in aldosterone-treated db/db mice. All of these arrhythmogenic changes were reversed by empagliflozin pretreatment of HFpEF cardiomyocytes. Conclusions The authors conclude that the db/db+aldosterone model may represent a distinct clinical subgroup of HFpEF that has marked hyperglycemia, obesity, and increased arrhythmia risk. This novel HFpEF model can be useful in future therapeutic testing and should provide unique opportunities to better understand disease pathobiology.
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Affiliation(s)
- Bence Hegyi
- Department of PharmacologyUniversity of CaliforniaDavisCA
| | - Juliana Mira Hernandez
- Department of PharmacologyUniversity of CaliforniaDavisCA
- Research Group in Veterinary Medicine (GIVET), School of Veterinary MedicineUniversity Corporation Lasallista (Unilasallista)CaldasAntioquiaColombia
| | | | - Junyoung Hong
- Department of PharmacologyUniversity of CaliforniaDavisCA
| | - Erin Y. Shen
- Department of PharmacologyUniversity of CaliforniaDavisCA
| | | | | | | | - Donald M. Bers
- Department of PharmacologyUniversity of CaliforniaDavisCA
| | - Julie Bossuyt
- Department of PharmacologyUniversity of CaliforniaDavisCA
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Saw EL, Werner LD, Zamani P, Chirinos JA, Valero-Muñoz M, Sam F. Skeletal muscle phenotypic switching in heart failure with preserved ejection fraction. Front Cardiovasc Med 2022; 9:1016452. [PMID: 36531739 PMCID: PMC9753550 DOI: 10.3389/fcvm.2022.1016452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 11/14/2022] [Indexed: 12/03/2022] Open
Abstract
Background Skeletal muscle (SkM) phenotypic switching is associated with exercise intolerance in heart failure with preserved ejection fraction (HFpEF). Patients with HFpEF have decreased type-1 oxidative fibers and mitochondrial dysfunction, indicative of impaired oxidative capacity. The SAUNA (SAlty drinking water/Unilateral Nephrectomy/Aldosterone) mice are commonly used in HFpEF pre-clinical studies and demonstrate cardiac, lung, kidney, and white adipose tissue impairments. However, the SkM (specifically the oxidative-predominant, soleus muscle) has not been described in this preclinical HFpEF model. We sought to characterize the soleus skeletal muscle in the HFpEF SAUNA mice and investigate its translational potential. Methods HFpEF was induced in mice by uninephrectomy, d-aldosterone or saline (Sham) infusion by osmotic pump implantation, and 1% NaCl drinking water was given for 4 weeks. Mice were euthanized, and the oxidative-predominant soleus muscle was collected. We examined fiber composition, fiber cross-sectional area, capillary density, and fibrosis. Molecular analyses were also performed. To investigate the clinical relevance of this model, the oxidative-predominant, vastus lateralis muscle from patients with HFpEF was biopsied and examined for molecular changes in mitochondrial oxidative phosphorylation, vasculature, fibrosis, and inflammation. Results Histological analyses demonstrated a reduction in the abundance of oxidative fibers, type-2A fiber atrophy, decreased capillary density, and increased fibrotic area in the soleus muscle of HFpEF mice compared to Sham. Expression of targets of interest such as a reduction in mitochondrial oxidative-phosphorylation genes, increased VEGF-α and an elevated inflammatory response was also seen. The histological and molecular changes in HFpEF mice are consistent and comparable with changes seen in the oxidative-predominant SkM of patients with HFpEF. Conclusion The HFpEF SAUNA model recapitulates the SkM phenotypic switching seen in HFpEF patients. This model is suitable and relevant to study SkM phenotypic switching in HFpEF.
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Affiliation(s)
- Eng Leng Saw
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States
| | - Louis Dominic Werner
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States
| | - Payman Zamani
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Julio A. Chirinos
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - María Valero-Muñoz
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States
| | - Flora Sam
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States,Eli Lilly and Co, Indianapolis, IND, United States,*Correspondence: Flora Sam,
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Murray EM, Greene SJ, Rao VN, Sun JL, Alhanti BA, Blumer V, Butler J, Ahmad T, Mentz RJ. Machine learning to define phenotypes and outcomes of patients hospitalized for heart failure with preserved ejection fraction: Findings from ASCEND-HF. Am Heart J 2022; 254:112-121. [PMID: 36007566 DOI: 10.1016/j.ahj.2022.08.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 07/20/2022] [Accepted: 08/18/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Heart Failure with Preserved Ejection Fraction (HFpEF) is a heterogenous disease with few therapies proven to provide clinical benefit. Machine learning can characterize distinct phenotypes and compare outcomes among patients with HFpEF who are hospitalized for acute HF. METHODS We applied hierarchical clustering using demographics, comorbidities, and clinical data on admission to identify distinct clusters in hospitalized HFpEF (ejection fraction >40%) in the ASCEND-HF trial. We separately applied a previously developed latent class analysis (LCA) clustering method and compared in-hospital and long-term outcomes across cluster groups. RESULTS Of 7141 patients enrolled in the ASCEND-HF trial, 812 (11.4%) were hospitalized for HFpEF and met the criteria for complete case analysis. Hierarchical Cluster 1 included older women with atrial fibrillation (AF). Cluster 2 had elevated resting blood pressure. Cluster 3 had young men with obesity and diabetes. Cluster 4 had low resting blood pressure. Mortality at 180 days was lowest among Cluster 3 (KM event-rate 6.2 [95% CI: 3.5, 10.9]) and highest among Cluster 4 (18.8 [14.6, 24.0], P < .001). Twenty four-hour urine output was higher in Cluster 3 (2700 mL [1800, 3975]) than Cluster 4 (2100 mL [1400, 3055], P < .001). LCA also identified four clusters: A) older White or Asian women, B) younger men with few comorbidities, C) older individuals with AF and renal impairment, and D) patients with obesity and diabetes. Mortality at 180 days was lowest among LCA Cluster B (KM event-rate 5.5 [2.0, 10.3]) and highest among LCA Cluster C (26.3 [19.2, 35.4], P < .001). CONCLUSIONS In patients hospitalized for HFpEF, cluster analysis demonstrated distinct phenotypes with differing clinical profiles and outcomes.
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Affiliation(s)
| | - Stephen J Greene
- Division of Cardiology, Duke University School of Medicine, Durham, NC; Duke Clinical Research Institute, Durham, NC
| | - Vishal N Rao
- Division of Cardiology, Duke University School of Medicine, Durham, NC
| | | | | | - Vanessa Blumer
- Department of Cardiovascular Medicine, Cleveland Clinic Foundation, Cleveland, OH
| | - Javed Butler
- Department of Medicine, University of Mississippi, Jackson, MS
| | - Tariq Ahmad
- Section of Cardiovascular Medicine, Yale University School of Medicine and the Yale New Haven Hospital, New Haven, CT
| | - Robert J Mentz
- Division of Cardiology, Duke University School of Medicine, Durham, NC; Duke Clinical Research Institute, Durham, NC.
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Wu X, Liu H, Brooks A, Xu S, Luo J, Steiner R, Mickelsen DM, Moravec CS, Jeffrey AD, Small EM, Jin ZG. SIRT6 Mitigates Heart Failure With Preserved Ejection Fraction in Diabetes. Circ Res 2022; 131:926-943. [PMID: 36278398 PMCID: PMC9669223 DOI: 10.1161/circresaha.121.318988] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 10/13/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Heart failure with preserved ejection fraction (HFpEF) is a growing health problem without effective therapies. Epidemiological studies indicate that diabetes is a strong risk factor for HFpEF, and about 45% of patients with HFpEF are suffering from diabetes, yet the underlying mechanisms remain elusive. METHODS Using a combination of echocardiography, hemodynamics, RNA-sequencing, molecular biology, in vitro and in vivo approaches, we investigated the roles of SIRT6 (sirtuin 6) in regulation of endothelial fatty acid (FA) transport and HFpEF in diabetes. RESULTS We first observed that endothelial SIRT6 expression was markedly diminished in cardiac tissues from heart failure patients with diabetes. We then established an experimental mouse model of HFpEF in diabetes induced by a combination of the long-term high-fat diet feeding and a low-dose streptozocin challenge. We also generated a unique humanized SIRT6 transgenic mouse model, in which a single copy of human SIRT6 transgene was engineered at mouse Rosa26 locus and conditionally induced with the Cre-loxP technology. We found that genetically restoring endothelial SIRT6 expression in the diabetic mice ameliorated diastolic dysfunction concurrently with decreased cardiac lipid accumulation. SIRT6 gain- or loss-of-function studies showed that SIRT6 downregulated endothelial FA uptake. Mechanistically, SIRT6 suppressed endothelial expression of PPARγ through SIRT6-dependent deacetylation of histone H3 lysine 9 around PPARγ promoter region; and PPARγ reduction mediated SIRT6-dependent inhibition of endothelial FA uptake. Importantly, oral administration of small molecule SIRT6 activator MDL-800 to diabetic mice mitigated cardiac lipid accumulation and diastolic dysfunction. CONCLUSIONS The impairment of endothelial SIRT6 expression links diabetes to HFpEF through the alteration of FA transport across the endothelial barrier. Genetic and pharmacological strategies that restored endothelial SIRT6 function in mice with diabetes alleviated experimental HFpEF by limiting FA uptake and improving cardiac metabolism, thus warranting further clinical evaluation.
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Affiliation(s)
- Xiaoqian Wu
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
- Guangzhou Municipal and Guangdong Provincial Key Laboratory of Molecular Target & Clinical Pharmacology, the NMPA Key Laboratory of Respiratory Disease, School of Pharmaceutical Science, Guangzhou Medical University, Guangzhou 511436, PR China
| | - Huan Liu
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Alan Brooks
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Suowen Xu
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Jinque Luo
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Rebbeca Steiner
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Deanne M. Mickelsen
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Christine S. Moravec
- Department of Cardiovascular & Metabolic Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Alexis D. Jeffrey
- Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Eric M. Small
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Zheng Gen Jin
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
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Epidemiology, Diagnosis, Pathophysiology, and Initial Approach to Heart Failure with Preserved Ejection Fraction. Cardiol Clin 2022; 40:397-413. [DOI: 10.1016/j.ccl.2022.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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117
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Konerman MC, Hummel SL. Heart Failure with Preserved Ejection Fraction: The Future Is Now. Cardiol Clin 2022; 40:xiii-xiv. [DOI: 10.1016/j.ccl.2022.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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Weissmann J, Charles CJ, Richards AM, Yap CH, Marom G. Material property alterations for phenotypes of heart failure with preserved ejection fraction: A numerical study of subject-specific porcine models. Front Bioeng Biotechnol 2022; 10:1032034. [PMID: 36312535 PMCID: PMC9614036 DOI: 10.3389/fbioe.2022.1032034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 09/26/2022] [Indexed: 11/19/2022] Open
Abstract
A substantial proportion of heart failure patients have a preserved left ventricular (LV) ejection fraction (HFpEF). This condition carries a high burden of morbidity and mortality and has limited therapeutic options. left ventricular pressure overload leads to an increase in myocardial collagen content, causing left ventricular stiffening that contributes to the development of heart failure patients have a preserved left ventricular ejection fraction. Although several heart failure patients have a preserved left ventricular ejection fraction models have been developed in recent years to aid the investigation of mechanical alterations, none has investigated different phenotypes of the disease and evaluated the alterations in material properties. In this study, two similar healthy swine were subjected to progressive and prolonged pressure overload to induce diastolic heart failure characteristics, providing a preclinical model of heart failure patients have a preserved left ventricular ejection fraction. Cardiac magnetic resonance imaging (cMRI) scans and intracardiac pressures were recorded before and after induction. In both healthy and disease states, a corresponding finite element (FE) cardiac model was developed via mesh morphing of the Living Heart Porcine model. The material properties were derived by calibrating to its passive and active behavior. The change in the passive behavior was predominantly isotropic when comparing the geometries before and after induction. Myocardial thickening allowed for a steady transition in the passive properties while maintaining tissue incompressibility. This study highlights the importance of hypertrophy as an initial compensatory response and might also pave the way for assessing disease severity.
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Affiliation(s)
- Jonathan Weissmann
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
| | - Christopher J. Charles
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Cardiovascular Research Institute, National University of Singapore, Singapore, Singapore
- Christchurch Heart Institute, Department of Medicine, University of Otago, Christchurch, New Zealand
| | - A. Mark Richards
- Cardiovascular Research Institute, National University of Singapore, Singapore, Singapore
- Christchurch Heart Institute, Department of Medicine, University of Otago, Christchurch, New Zealand
| | - Choon Hwai Yap
- Department of Bioengineering, Imperial College London, London, United Kingdom
| | - Gil Marom
- School of Mechanical Engineering, Tel Aviv University, Tel Aviv, Israel
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Tune JD, Goodwill AG, Baker HE, Dick GM, Warne CM, Tucker SM, Essajee SI, Bailey CA, Klasing JA, Russell JJ, McCallinhart PE, Trask AJ, Bender SB. Chronic high-rate pacing induces heart failure with preserved ejection fraction-like phenotype in Ossabaw swine. Basic Res Cardiol 2022; 117:50. [PMID: 36222894 DOI: 10.1007/s00395-022-00958-z] [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: 10/14/2021] [Revised: 09/12/2022] [Accepted: 09/28/2022] [Indexed: 01/31/2023]
Abstract
The lack of pre-clinical large animal models of heart failure with preserved ejection fraction (HFpEF) remains a growing, yet unmet obstacle to improving understanding of this complex condition. We examined whether chronic cardiometabolic stress in Ossabaw swine, which possess a genetic propensity for obesity and cardiovascular complications, produces an HFpEF-like phenotype. Swine were fed standard chow (lean; n = 13) or an excess calorie, high-fat, high-fructose diet (obese; n = 16) for ~ 18 weeks with lean (n = 5) and obese (n = 8) swine subjected to right ventricular pacing (180 beats/min for ~ 4 weeks) to induce heart failure (HF). Baseline blood pressure, heart rate, LV end-diastolic volume, and ejection fraction were similar between groups. High-rate pacing increased LV end-diastolic pressure from ~ 11 ± 1 mmHg in lean and obese swine to ~ 26 ± 2 mmHg in lean HF and obese HF swine. Regression analyses revealed an upward shift in LV diastolic pressure vs. diastolic volume in paced swine that was associated with an ~ twofold increase in myocardial fibrosis and an ~ 50% reduction in myocardial capillary density. Hemodynamic responses to graded hemorrhage revealed an ~ 40% decrease in the chronotropic response to reductions in blood pressure in lean HF and obese HF swine without appreciable changes in myocardial oxygen delivery or transmural perfusion. These findings support that high-rate ventricular pacing of lean and obese Ossabaw swine initiates underlying cardiac remodeling accompanied by elevated LV filling pressures with normal ejection fraction. This distinct pre-clinical tool provides a unique platform for further mechanistic and therapeutic studies of this highly complex syndrome.
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Affiliation(s)
- Johnathan D Tune
- Department of Physiology and Anatomy, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA.
| | - Adam G Goodwill
- Department of Integrative Medical Sciences, Northeast Ohio Medical University, Rootstown, OH, USA
| | - Hana E Baker
- Diabetes and Complications Research, Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN, USA
| | - Gregory M Dick
- Department of Physiology and Anatomy, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA
| | - Cooper M Warne
- Department of Physiology and Anatomy, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA
| | - Selina M Tucker
- Department of Physiology and Anatomy, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA
| | - Salman I Essajee
- Department of Physiology and Anatomy, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA
| | - Chastidy A Bailey
- Department of Biomedical Sciences, University of Missouri, Columbia, MO, USA
- Research Service, Harry S. Truman Memorial Veterans Hospital, Columbia, MO, USA
| | - Jessica A Klasing
- Department of Biomedical Sciences, University of Missouri, Columbia, MO, USA
- Research Service, Harry S. Truman Memorial Veterans Hospital, Columbia, MO, USA
| | - Jacob J Russell
- Department of Biomedical Sciences, University of Missouri, Columbia, MO, USA
- Research Service, Harry S. Truman Memorial Veterans Hospital, Columbia, MO, USA
| | - Patricia E McCallinhart
- Center for Cardiovascular Research, The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - Aaron J Trask
- Center for Cardiovascular Research, The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Shawn B Bender
- Department of Biomedical Sciences, University of Missouri, Columbia, MO, USA
- Research Service, Harry S. Truman Memorial Veterans Hospital, Columbia, MO, USA
- Dalton Cardiovascular Research Center, University of Missouri, Columbia, MO, USA
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Zhou H, Zhan R, Chen X, Lin Y, Zhang S, Zheng H, Wang X, Huang M, Xu C, Liao X, Tian T, Zhuang X. Targeting efficacy of spironolactone in patients with heart failure with preserved ejection fraction: the TOPCAT study. ESC Heart Fail 2022; 10:322-333. [PMID: 36221795 PMCID: PMC9871668 DOI: 10.1002/ehf2.14068] [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: 04/02/2022] [Revised: 05/29/2022] [Accepted: 06/27/2022] [Indexed: 01/27/2023] Open
Abstract
AIMS We aimed to explore the heterogeneous treatment effects (HTEs) for spironolactone treatment in patients with Heart failure with preserved ejection fraction (HFpEF) and examine the efficacy and safety of spironolactone medication, ensuring a better individualized therapy. METHODS AND RESULTS We used the causal forest algorithm to discover the heterogeneous treatment effects (HTEs) from patients in the Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist (TOPCAT) trial. Cox regressions were performed to assess the hazard ratios (HRs) of spironolactone medication for cardiovascular death and drug discontinuation in each group. The causal forest model revealed three representative covariates and participants were partitioned into four subgroups which were Group 1 (baseline BMI ≤ 31.71 kg/m2 and baseline ALP ≤ 80 U/L, n = 759); Group 2 (BMI ≤ 31.71 kg/m2 and ALP > 80 U/L, n = 1088); Group 3 (BMI > 31.71 kg/m2 , and WBC ≤ 6.6 cells/μL, n = 633); Group 4 (BMI > 31.71 kg/m2 and WBC > 6.6 cells/μL, n = 832), respectively. In the four subgroups, spironolactone therapy reduced the risk of cardiovascular death in high-risk group (Group 4) with both high BMI and WBC count (HR: 0.76; 95% CI 0.58 to 0.99; P = 0.045) but increased the risk in low-risk group (Group 1) with both low BMI and ALP (HR: 1.45; 95% CI 1.02 to 2.07; P = 0.041; P for interaction = 0.020) but showed similar risk of drug discontinuation (P for interaction = 0.498). CONCLUSION Our study manifested the HTEs of spironolactone in patients with HFpEF. Spironolactone treatment in HFpEF patients is feasible and effective in patients with high BMI and WBC while harmful in patients with low BMI and ALP. Machine learning model could be meaningful for improved categorization of patients with HFpEF, ensuring a better individualized therapy in the clinical setting.
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Affiliation(s)
- Hui‐min Zhou
- Cardiology DepartmentThe First Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina,NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Rong‐jian Zhan
- Zhongshan School of MedicineSun Yat‐sen UniversityGuangzhouChina
| | - Xuanyu Chen
- School of MathematicsSun Yat‐sen UniversityGuangzhouChina
| | - Yi‐fen Lin
- Cardiology DepartmentThe First Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina,NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Shao‐zhao Zhang
- Cardiology DepartmentThe First Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina,NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Huigan Zheng
- School of MathematicsSun Yat‐sen UniversityGuangzhouChina
| | - Xueqin Wang
- School of ManagementUniversity of Science and Technology of ChinaHefeiChina
| | - Meng‐ting Huang
- Cardiology DepartmentThe First Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina,NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Chao‐guang Xu
- Cardiology DepartmentThe First Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina,NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Xin‐xue Liao
- Cardiology DepartmentThe First Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina,NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Ting Tian
- School of MathematicsSun Yat‐sen UniversityGuangzhouChina
| | - Xiao‐dong Zhuang
- Cardiology DepartmentThe First Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina,NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
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Eltelbany M, Shah P, deFilippi C. Biomarkers in HFpEF for Diagnosis, Prognosis, and Biological Phenotyping. Curr Heart Fail Rep 2022; 19:412-424. [PMID: 36197625 DOI: 10.1007/s11897-022-00578-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/12/2022] [Indexed: 11/27/2022]
Abstract
PURPOSE OF REVIEW The heterogeneity of heart failure with preserved ejection fraction (HFpEF) is responsible for the limited success of broad management strategies. The role of biomarkers has been evolving helping to provide insight into the diversity of pathophysiology, prognosis, and potential targets for treatments. We will review the role of traditional and novel biomarkers in diagnosing, prognosticating, and evolving the management of patients with HFpEF. As circulating biomarker discovery rapidly evolves, we will explore technology for new biomarker discovery with examples of successful implementation. RECENT FINDINGS Besides cardiac-specific biomarkers (natriuretic peptides and troponin), other novel nonspecific biomarkers increasingly identify the diversity of pathophysiological mechanisms of HFpEF including inflammation, fibrosis, and renal dysfunction. Newer approaches have provided increasing granularity providing opportunities to integrate large amounts of information from proteomics and genomics as biomarkers of interest in HFpEF. HFpEF has been marked with failure of many medications to show benefit, whether measuring single targeted biomarkers or broader targeted discovery proteomics or genomic circulating biomarkers are providing increasing opportunities to better understand and manage HFpEF patients.
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Affiliation(s)
- Moemen Eltelbany
- Inova Heart and Vascular Institute, Suite 1225, 3300, Gallows Rd, Falls Church, VA, 22042, USA
| | - Palak Shah
- Inova Heart and Vascular Institute, Suite 1225, 3300, Gallows Rd, Falls Church, VA, 22042, USA
| | - Christopher deFilippi
- Inova Heart and Vascular Institute, Suite 1225, 3300, Gallows Rd, Falls Church, VA, 22042, USA.
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Chade AR, Eirin A. Cardiac micro-RNA and transcriptomic profile of a novel swine model of chronic kidney disease and left ventricular diastolic dysfunction. Am J Physiol Heart Circ Physiol 2022; 323:H659-H669. [PMID: 36018756 PMCID: PMC9512116 DOI: 10.1152/ajpheart.00333.2022] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 08/08/2022] [Accepted: 08/08/2022] [Indexed: 11/22/2022]
Abstract
Chronic kidney disease (CKD) is an independent risk factor for the development of heart failure, but the underlying mechanisms remain unknown. Using a novel translational swine model of CKD and cardiac dysfunction, we hypothesize that CKD alters the cardiac miRNA and transcriptomic profile that associate with cardiac remodeling and metabolic processes implicated in the development of left ventricular diastolic dysfunction (CKD-LVDD). CKD-LVDD and normal control pigs (n = 6 each) were studied for 14 wk. Renal and cardiac hemodynamics were quantified by multidetector CT and echocardiography. In randomly selected pigs (n = 3/group), cardiac miRNA- and mRNA-sequencing (seq) was performed, validated (qPCR), and followed by confirmatory ex vivo studies. Differential expression analysis identified nine miRNAs and 125 mRNAs upregulated and 17 miRNAs and 172 mRNAs downregulated [fold-change ≥ 2, and false discovery rate (FDR) ≤ 0.05] in CKD-LVDD versus normal controls. Integrated miRNA-/mRNA-seq analysis identified 71 overlappings downregulated mRNA targets of miRNAs upregulated, and 39 overlappings upregulated mRNA targets of miRNAs downregulated in CKD-LVDD versus controls. Functional analysis showed that these genes were primarily implicated in processes associated with cardiac remodeling, including ubiquitination, ATP and fatty acid synthesis, and extracellular matrix remodeling. In agreement, hearts of CKD-LVDD pigs exhibited abnormal diastolic relaxation, mitochondrial injury, moderate LV fibrosis, and myocardial lipid accumulation. Our work comprehensively characterizes the cardiac micro-RNA and transcriptomic profile of a translational model of CKD-LVDD. Our data may set the foundation for new targeted studies to further elucidate LVDD pathophysiology and assist to develop therapeutic interventions.NEW & NOTEWORTHY Chronic kidney disease (CKD) is a progressive disorder in which more than 50% of deaths are attributed to cardiovascular disease. Using a swine model of CKD that develops left ventricular dysfunction (CKD-LVDD), we characterize the cardiac micro-RNA and transcriptomic profile, identifying dysregulated genes associated with cardiac remodeling and fatty acid metabolism that might be post-transcriptionally regulated early in the disease. These findings pinpointed pathological pathways that may open new avenues toward therapeutic research to reduce cardiovascular morbidity in CKD.
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Affiliation(s)
- Alejandro R Chade
- Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, Mississippi
- Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi
- Department of Radiology, University of Mississippi Medical Center, Jackson, Mississippi
| | - Alfonso Eirin
- Division of Nephrology and Hypertension, Department of Physiology and Biophysics, Medicine, and Radiology, Mayo Clinic, Jackson, Mississippi
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Molinsky RL, Yuzefpolskaya M, Norby FL, Yu B, Shah AM, Pankow JS, Ndumele CE, Lutsey PL, Papapanou PN, Beck JD, Colombo PC, Demmer RT. Periodontal Status, C-Reactive Protein, NT-proBNP, and Incident Heart Failure: The ARIC Study. JACC. HEART FAILURE 2022; 10:731-741. [PMID: 36175058 PMCID: PMC9976480 DOI: 10.1016/j.jchf.2022.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 04/29/2022] [Accepted: 05/02/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND Periodontal disease (PD), resulting from inflammatory host response to dysbiotic subgingival microbiota, has been linked to cardiovascular disease; however, its relationship to heart failure (HF) and its subtypes (heart failure with reduced ejection fraction [HFrEF] and heart failure with preserved ejection fraction [HFpEF]) is unexplored. OBJECTIVES The authors hypothesize that the presence of PD is associated with increased risk of incident HF, HFpEF, and HFrEF. METHODS A total of 6,707 participants (mean age 63 ± 6 years) of the ARIC (Atherosclerosis Risk In Communities) study with full-mouth periodontal examination at visit 4 (1996-1998) and longitudinal follow-up for any incident HF (visit 4 to 2018), or incident HFpEF and HFrEF (2005-2018) were included. Periodontal status was classified as follows: healthy, PD (as per Periodontal Profile Classification [PPC]), or edentulous. Multivariable-adjusted Cox proportional hazards models were used to calculate HRs and 95% CIs for the association between PPC levels and incident HF, HFpEF, or HFrEF. Additionally, biomarkers of inflammation (C-reactive protein [CRP]) and congestion (N-terminal brain natriuretic peptide [NT-proBNP]) were assessed. RESULTS In total, 1,178 incident HF cases occurred (350 HFpEF, 319 HFrEF, and 509 HF of unknown type) over a median of 13 years. Of these cases, 59% had PD, whereas 18% were edentulous. PD was associated with an increased risk for HFpEF (HR: 1.35 [95% CI: 0.98-1.86]) and significantly increased risk for HFrEF (HR: 1.69 [95% CI: 1.18-2.43]), as was edentulism: HFpEF (HR: 2.00 [95% CI: 1.37-2.93]), HFrEF (HR: 2.19 [95% CI: 1.43-3.36]). Edentulism was associated with unfavorable change in CRP and NT-proBNP, whereas PD was associated only with CRP. CONCLUSIONS Periodontal status was associated with incident HF, HFpEF, and HFrEF, as well as unfavorable changes in CRP and NT-proBNP.
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Affiliation(s)
- Rebecca L Molinsky
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Melana Yuzefpolskaya
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Faye L Norby
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA; Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Health System, Los Angeles, California, USA
| | - Bing Yu
- Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Amil M Shah
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - James S Pankow
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Chiadi E Ndumele
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA; Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Pamela L Lutsey
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Panos N Papapanou
- Division of Periodontics, Section of Oral, Diagnostic and Rehabilitation Sciences, College of Dental Medicine, Columbia University, New York, New York, USA
| | - James D Beck
- Division of Comprehensive Oral Health-Periodontology, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Paolo C Colombo
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Ryan T Demmer
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA.
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Davies DR, Redfield MM, Scott CG, Minamisawa M, Grogan M, Dispenzieri A, Chareonthaitawee P, Shah AM, Shah SJ, Wehbe RM, Solomon SD, Reddy YNV, Borlaug BA, AbouEzzeddine OF. A Simple Score to Identify Increased Risk of Transthyretin Amyloid Cardiomyopathy in Heart Failure With Preserved Ejection Fraction. JAMA Cardiol 2022; 7:1036-1044. [PMID: 36069809 PMCID: PMC9453635 DOI: 10.1001/jamacardio.2022.1781] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 05/09/2022] [Indexed: 11/14/2022]
Abstract
Importance Transthyretin amyloid cardiomyopathy (ATTR-CM) is a form of heart failure (HF) with preserved ejection fraction (HFpEF). Technetium Tc 99m pyrophosphate scintigraphy (PYP) enables ATTR-CM diagnosis. It is unclear which patients with HFpEF have sufficient risk of ATTR-CM to warrant PYP. Objective To derive and validate a simple ATTR-CM score to predict increased risk of ATTR-CM in patients with HFpEF. Design, Setting, and Participants Retrospective cohort study of 666 patients with HF (ejection fraction ≥ 40%) and suspected ATTR-CM referred for PYP at Mayo Clinic, Rochester, Minnesota, from May 10, 2013, through August 31, 2020. These data were analyzed September 2020 through December 2020. A logistic regression model predictive of ATTR-CM was derived and converted to a point-based ATTR-CM risk score. The score was further validated in a community ATTR-CM epidemiology study of older patients with HFpEF with increased left ventricular wall thickness ([WT] ≥ 12 mm) and in an external (Northwestern University, Chicago, Illinois) HFpEF cohort referred for PYP. Race was self-reported by the participants. In all cohorts, both case patients and control patients were definitively ascertained by PYP scanning and specialist evaluation. Main Outcomes and Measures Performance of the derived ATTR-CM score in all cohorts (referral validation, community validation, and external validation) and prevalence of a high-risk ATTR-CM score in 4 multinational HFpEF clinical trials. Results Participant cohorts included were referral derivation (n = 416; 13 participants [3%] were Black and 380 participants [94%] were White; ATTR-CM prevalence = 45%), referral validation (n = 250; 12 participants [5%]were Black and 228 participants [93%] were White; ATTR-CM prevalence = 48% ), community validation (n = 286; 5 participants [2%] were Black and 275 participants [96%] were White; ATTR-CM prevalence = 6% ), and external validation (n = 66; 23 participants [37%] were Black and 36 participants [58%] were White; ATTR-CM prevalence = 39%). Score variables included age, male sex, hypertension diagnosis, relative WT more than 0.57, posterior WT of 12 mm or more, and ejection fraction less than 60% (score range -1 to 10). Discrimination (area under the receiver operating characteristic curve [AUC] 0.89; 95% CI, 0.86-0.92; P < .001) and calibration (Hosmer-Lemeshow; χ2 = 4.6; P = .46) were strong. Discrimination (AUC ≥ 0.84; P < .001 for all) and calibration (Hosmer-Lemeshow χ2 = 2.8; P = .84; Hosmer-Lemeshow χ2 = 4.4; P = .35; Hosmer-Lemeshow χ2 = 2.5; P = .78 in referral, community, and external validation cohorts, respectively) were maintained in all validation cohorts. Precision-recall curves and predictive value vs prevalence plots indicated clinically useful classification performance for a score of 6 or more (positive predictive value ≥25%) in clinically relevant ATTR-CM prevalence (≥10% of patients with HFpEF) scenarios. In the HFpEF clinical trials, 11% to 35% of male and 0% to 6% of female patients had a high-risk (≥6) ATTR-CM score. Conclusions and Relevance A simple 6 variable clinical score may be used to guide use of PYP and increase recognition of ATTR-CM among patients with HFpEF in the community. Further validation in larger and more diverse populations is needed.
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Affiliation(s)
- Daniel R. Davies
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | | | - Christopher G. Scott
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | - Masatoshi Minamisawa
- Cardiovascular Division, Brigham and Women’s Hospital, Boston, Massachusetts
- Department of Cardiovascular Medicine, Shinshu University Hospital, Matsumoto, Nagano, Japan
| | - Martha Grogan
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Angela Dispenzieri
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | | | - Amil M. Shah
- Cardiovascular Division, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Sanjiv J. Shah
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Ramsey M. Wehbe
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Scott D. Solomon
- Cardiovascular Division, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Yogesh N. V. Reddy
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Barry A. Borlaug
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
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Stoiber L, Kasiakogias A. Predicting treatment response in patients with HFpEF and myocardial fibrosis. Identifying useful tools with the help of CMR. THE INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING 2022; 38:2209-2211. [PMID: 37726471 DOI: 10.1007/s10554-022-02605-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 03/18/2022] [Indexed: 11/26/2022]
Affiliation(s)
- Lukas Stoiber
- Cardiovascular Magnetic Resonance Unit, Royal Brompton Hospital, Guy's and St. Thomas' NHS Foundation Trust, Sydney St, SW3 6NP, London, United Kingdom.
| | - Alexandros Kasiakogias
- Cardiovascular Magnetic Resonance Unit, Royal Brompton Hospital, Guy's and St. Thomas' NHS Foundation Trust, Sydney St, SW3 6NP, London, United Kingdom
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Ostrominski JW, Vaduganathan M, Claggett BL, de Boer RA, Desai AS, Dobreanu D, Hernandez AF, Inzucchi SE, Jhund PS, Kosiborod M, Lam CSP, Langkilde AM, Lindholm D, Martinez FA, O'Meara E, Petersson M, Shah SJ, Thierer J, McMurray JJV, Solomon SD. Dapagliflozin and New York Heart Association functional class in heart failure with mildly reduced or preserved ejection fraction: the DELIVER trial. Eur J Heart Fail 2022; 24:1892-1901. [PMID: 36054231 DOI: 10.1002/ejhf.2652] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 08/01/2022] [Accepted: 08/06/2022] [Indexed: 01/07/2023] Open
Abstract
AIMS This pre-specified analysis of the DELIVER trial examined whether clinical benefits of dapagliflozin in heart failure (HF) with left ventricular ejection fraction (LVEF) >40% varied by baseline New York Heart Association (NYHA) class and examined the treatment effects on NYHA class over time. METHODS AND RESULTS Treatment effects of dapagliflozin by baseline NYHA class II (n = 4713) versus III/IV (n = 1549) were examined on the primary endpoint (cardiovascular death or worsening HF event) and key secondary endpoints. Effects of dapagliflozin on change in NYHA class at 4, 16, and 32 weeks were also evaluated. Higher baseline NYHA class was associated with older age, female sex, greater comorbidity burden, lower LVEF, and higher natriuretic peptide levels. Participants with baseline NYHA class III/IV, as compared with II, were independently more likely to experience the primary endpoint (adjusted hazard ratio [HR] 1.16 [95% confidence interval, 1.02-1.33]) and all-cause death (adjusted HR 1.22 [1.06-1.40]). Dapagliflozin consistently reduced the risk of the primary endpoint compared with placebo, irrespective of baseline NYHA class (HR 0.81 [0.70-0.94] for NYHA class II vs. HR 0.80 [0.65-0.98] for NYHA class III/IV; pinteraction = 0.921). Participants with NYHA class III/IV had greater improvement in Kansas City Cardiomyopathy Questionnaire total symptom scores between baseline and 32 weeks (+4.8 [2.5-7.1]) versus NYHA class II (+1.8 [0.7-2.9]; pinteraction = 0.011). Dapagliflozin was associated with higher odds of any improvement in NYHA class (odds ratio [OR] 1.32 [1.16-1.51]), as well as improvement to NYHA class I (OR 1.43 [1.17-1.75]), versus placebo at 32 weeks, with benefits seen as early as 4 weeks. CONCLUSIONS Among symptomatic patients with HF and LVEF >40%, treatment with dapagliflozin provided clinical benefit irrespective of baseline NYHA class and was associated with early and sustained improvements in NYHA class over time.
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Affiliation(s)
- John W Ostrominski
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Muthiah Vaduganathan
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Brian L Claggett
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Rudolf A de Boer
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Akshay S Desai
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Dan Dobreanu
- University of Medicine, Pharmacy, Science and Technology "G.E. Palade", Târgu Mures, Romania
| | - Adrian F Hernandez
- Department of Medicine, Duke University, Durham, NC, USA
- Duke Clinical Research Institute, Duke University, Durham, NC, USA
| | - Silvio E Inzucchi
- Section of Endocrinology, Yale University School of Medicine, New Haven, CT, USA
| | - Pardeep S Jhund
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Glasgow, UK
| | - Mikhail Kosiborod
- St Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City, MI, USA
| | - Carolyn S P Lam
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- National Heart Centre Singapore and Duke-National University of Singapore, Singapore, Singapore
| | - Anna M Langkilde
- Late Stage Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, Gothenburg, Sweden
| | - Daniel Lindholm
- Late Stage Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, Gothenburg, Sweden
| | | | - Eileen O'Meara
- Institut de Cardiologie de Montréal, Université de Montréal, Montréal, Québec, Canada
| | - Magnus Petersson
- Late Stage Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, Gothenburg, Sweden
| | - Sanjiv J Shah
- Feinberg Cardiovascular Research Institute, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jorge Thierer
- Jefe de Unidad de Insuficiencia Cardíaca, Centro de Educatión Médica e Investigaciones Clínicas Norberto Quirno (CEMIC), Buenos Aires, Argentina
| | - John J V McMurray
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Glasgow, UK
| | - Scott D Solomon
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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A multicenter program for electronic health record screening for patients with heart failure with preserved ejection fraction: Lessons from the DELIVER-EHR initiative. Contemp Clin Trials 2022; 121:106924. [PMID: 36100197 DOI: 10.1016/j.cct.2022.106924] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 09/05/2022] [Accepted: 09/07/2022] [Indexed: 01/27/2023]
Abstract
Efficiency in clinical trial recruitment and enrollment remains a major challenge in many areas of clinical medicine. In particular, despite the prevalence of heart failure with preserved ejection fraction (HFpEF), identifying patients with HFpEF for clinical trials has proven to be especially challenging. In this manuscript, we review strategies for contemporary clinical trial recruitment and present insights from the results of the DELIVER Electronic Health Record (EHR) Screening Initiative. The DELIVER trial was designed to evaluate the effects of dapagliflozin on clinical outcomes in patients with HFpEF. Within this trial, the multicenter DELIVER EHR Screening Initiative utilized EHR-based techniques in order to improve recruitment at selected sites in the United States. For this initiative, we developed and deployed a computable phenotype from the trial's eligibility criteria along with additional EHR tools at interested sites. Sites were then surveyed at the end of the program regarding lessons learned. Six sites were recruited, trained, and supported to utilize the EHR methodology and computable phenotype. Sites found the initiative to be helpful in identifying eligible patients and cited the individualized expert technical support as a critical factor in utilizing the program effectively. We found that the major challenge of implementation was the process of converting traditional inclusion/exclusion criteria into a computable phenotype within an established and ongoing trial. Other significant challenges noted by sites were the following: impact of the COVID-19 pandemic, engagement/support by local institutions, and limited availability of internal EHR experts/resources to execute programming. The study represents a proof-of-concept in the ability to utilize EHR-based tools in clinical trial recruitment for patients with HFpEF and provides important lessons for future initiatives. ClinicalTrials.gov Identifier: NCT03619213.
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Chirinos JA, Zhao L, Reese-Petersen AL, Cohen JB, Genovese F, Richards AM, Doughty RN, Díez J, González A, Querejeta R, Zamani P, Nuñez J, Wang Z, Ebert C, Kammerhoff K, Maranville J, Basso M, Qian C, Rasmussen DGK, Schafer PH, SeifFert D, Karsdal MA, Gordon DA, Ramirez-Valle F, Cappola TP. Endotrophin, a Collagen VI Formation-Derived Peptide, in Heart Failure. NEJM EVIDENCE 2022; 1:10.1056/evidoa2200091. [PMID: 37645406 PMCID: PMC10465122 DOI: 10.1056/evidoa2200091] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
BACKGROUND Endotrophin, a collagen type VI-derived peptide, mediates metabolic dysregulation, inflammation, and fibrosis in animal models, but has not been studied in human heart failure (HF). METHODS We examined the association between circulating endotrophin and outcomes in participants suffering from HF with preserved ejection fraction (HFpEF) enrolled in the TOPCAT trial (n=205). Associations were validated in a participant-level meta-analysis (n=810) that included participants with HFpEF from the PHFS study (United States; n=174), PEOPLE cohort (New Zealand; n=168), a randomized trial of vasodilator therapy (United States; n=45), a cohort from Donostia University Hospital and University of Navarra (Spain; n=171), and the TRAINING-HF trial (Spain; n=47). We also assessed associations in HF with reduced ejection fraction in PHFS (n=1,642). RESULTS Plasma endotrophin levels at baseline were associated with risk of future death (standardized hazard ratio [HR] = 1.74; 95% confidence interval [CI]=1.36-2.24; P<0.001) and death or HF-related hospital admission (DHFA; standardized HR=2.11; 95% CI= 1.67-2.67; P<0.001) in TOPCAT. Endotrophin improved reclassification and discrimination for these outcomes beyond the MAGGIC risk score and NT-proBNP (N-terminal pro b-type natriuretic peptide). Findings were confirmed in the participant-level meta-analysis. In participants with HF with reduced ejection fraction in PHFS, endotrophin levels were associated with death (standardized HR=1.82; 95% CI=1.66-2.00; P<0.001) and DHFA (standardized HR=1.40; 95% CI=1.31-1.50; P<0.001), but the strength of the latter association was substantially lower than for the MAGGIC risk score (standardized HR=1.93; 95% CI=1.76-2.12) and BNP (standardized HR=1.78; 95% CI=1.66-1.92). CONCLUSIONS Circulating endotrophin levels are independently associated with future poor outcomes in patients with HF, particularly in HFpEF. (Funded by Bristol Myers Squibb; Instituto de Salud Carlos III [Spain] and European Regional Development Fund; European Commission CRUCIAL project; and the U.S. National Institutes of Health National Heart, Lung, and Blood Institute.).
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Affiliation(s)
- Julio A Chirinos
- Hospital of the University of Pennsylvania, Philadelphia
- University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | - Lei Zhao
- Bristol Myers Squibb Company, Princeton, NJ
| | | | | | | | - A Mark Richards
- Cardiovascular Research Institute, National University of Singapore, Singapore
- Christchurch Heart Institute, University of Otago, Dunedin, New Zealand
| | | | - Javier Díez
- Program of Cardiovascular Diseases, CIMA Universidad de Navarra, IdiSNA and CIBERCV, Pamplona, Navarra, Spain
- Departments of Cardiology and Nephrology, Clínica Universidad de Navarra, Pamplona, Navarra, Spain
| | - Arantxa González
- Program of Cardiovascular Diseases, CIMA Universidad de Navarra, IdiSNA and CIBERCV, Pamplona, Navarra, Spain
| | - Ramón Querejeta
- Department of Cardiology, Hospital Universitario Donostia, San Sebastián, Guipúzcoa, Spain
| | - Payman Zamani
- Hospital of the University of Pennsylvania, Philadelphia
- University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | - Julio Nuñez
- Hospital Clínico Universitario de Valencia, Universidad de Valencia, INCLIVA, CIBER Cardiovascular, Valencia, Spain
| | | | | | | | | | | | - Chenao Qian
- University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | | | | | | | | | | | | | - Thomas P Cappola
- Hospital of the University of Pennsylvania, Philadelphia
- University of Pennsylvania, Perelman School of Medicine, Philadelphia
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Shah SJ, Butler J, Shah SH, Kamphaus TN, Sachdev V. Accelerating therapeutic discoveries for heart failure: a new public-private partnership. Nat Rev Drug Discov 2022; 21:781-782. [PMID: 36175548 DOI: 10.1038/d41573-022-00158-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Palazzuoli A, Buono MGD, Ruocco G, Caravita S, Abbate A, Lavie CJ. The Conundrum of HFpEF Definition: Non-Invasive Assessment Uncertainties and Alternative Diagnostic Strategies. Curr Probl Cardiol 2022; 48:101433. [PMID: 36170908 DOI: 10.1016/j.cpcardiol.2022.101433] [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: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 11/26/2022]
Abstract
Heart failure (HF) with preserved ejection fraction (HFpEF) is a heterogeneous syndrome including several morphological phenotypes and varying pathophysiological mechanisms. The conventional classification of HF based on left ventricular ejection fraction (LVEF) has created an oversimplification in diagnostic criteria. Although LVEF is a standardized parameter easy to calculate and broadly applied in the large clinical trials, but it is erroneously considered an index of left ventricular (LV) systolic function. Indeed, it is affected by preload and afterload and it has limitations related to reproducibility, reduced sensitivity and scarce prognostic values especially when above 50%. Notably, additional diagnostic parameters have been recently proposed in order to improve diagnostic accuracy and to homogenise the different HFpEF populations. Unfortunately, these algorithms comprise sophisticated measurements that are difficult to apply in the daily clinical practice. Additionally, the scarce diffusion of these diagnostic criteria may have led to neutral or negative results in interventional phase 3 trials . We propose changes to the current HFpEF diagnostic approach mainly based on LVEF stratification measurement aiming towards a more inclusive model taking into consideration an integrative approach starting from the main diseases responsible for cardiac dysfunction through to cardiac structural and functional alterations. Accordingly, with recent universal HF definitions, a stepwise model could be helpful in recognizing patients with early vs. overt HFpEF by the appraisal of specific Doppler echocardiographic variables. Thus, we would encourage the application of new criteria in order to better identify the different phenotypes and to move towards more personalized medicine.
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Affiliation(s)
- Alberto Palazzuoli
- Cardiovascular Diseases Unit, Cardio thoracic and vascular Department, Le Scotte Hospital University of Siena, Italy.
| | - Marco Giuseppe Del Buono
- Department of Cardiovascular Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo Agostino Gemelli, Rome, Italy
| | - Gaetano Ruocco
- Cardiovascular Diseases Unit, Cardio thoracic and vascular Department, Le Scotte Hospital University of Siena, Italy
| | - Sergio Caravita
- Department of Cardiovascular, Neural and Metabolic Sciences, Istituto Auxologico Italiano IRCCS, Ospedale San Luca, Milan, Italy
| | - Antonio Abbate
- Berne Cardiovascular Research Centerand Division of Cardiology and Heart and Vascular Center University of Virginia - School of Medicine Charlottesville, VA
| | - Carl J Lavie
- John Ochsner Heart and Vascular Institute Ochsner Clinical School-The University of Queensland School of Medicine New Orleans, Louisiana, US
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Kreiner FF, Hovingh GKK, von Scholten BJ. The potential of glucagon-like peptide-1 receptor agonists in heart failure. Front Physiol 2022; 13:983961. [PMID: 36203939 PMCID: PMC9531309 DOI: 10.3389/fphys.2022.983961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 09/07/2022] [Indexed: 11/23/2022] Open
Abstract
Heart failure (HF) remains one of the cardiovascular diseases (CVDs) associated with a high unmet medical need due to high morbidity and mortality rates and lack of efficacious interventions. HF is closely related to cardiometabolic diseases such as diabetes, obesity and chronic kidney disease, and strategies that address most or all these intertwined conditions are desirable. Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are approved for type 2 diabetes (T2D), and some are also indicated for reduction of the risk of atherosclerotic CVD in T2D and for weight management. As we summarise in this concise review, preliminary evidence suggests that the cardioprotective benefits of GLP-1 RAs may also extend to HF. The most robust clinical evidence arguably originates from the large cardiovascular outcomes trials (CVOTs) completed for most GLP-1 RAs, of which the latest showed a significant relative risk reduction (RRR) of 39% (HR) with once-weekly efpeglenatide on HF requiring hospitalisation, corroborating a meta-analysis which found a significant RRR across eight GLP-1 RA CVOTs of 11%. Further, although incompletely described, multiple studies are available to provide insights into the mechanistic underpinnings, which appear to be associated mostly with indirect cardioprotective benefits owing to the ability of GLP-1 RAs to address hyperglycaemia, and reduce body weight, and, amongst others, inflammation. In sum, current evidence positions GLP-1 RAs as a potential cardioprotective strategy in HF, with HF with preserved ejection fraction emerging as the clinically most relevant phenotype for the drug class, especially when occurring in people with obesity with and without diabetes.
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Affiliation(s)
- Frederik Flindt Kreiner
- Global Chief Medical Office, Novo Nordisk A/S, Søborg, Denmark
- *Correspondence: Frederik Flindt Kreiner,
| | - G. Kees Kornelis Hovingh
- Global Chief Medical Office, Novo Nordisk A/S, Søborg, Denmark
- Department of Vascular Medicine, Amsterdam University Medical Center, Amsterdam, Netherlands
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Shi Y, Liu J, Liu C, Shuang X, Yang C, Qiao W, Dong G. Diagnostic and prognostic value of serum soluble suppression of tumorigenicity-2 in heart failure with preserved ejection fraction: A systematic review and meta-analysis. Front Cardiovasc Med 2022; 9:937291. [PMID: 36204571 PMCID: PMC9530661 DOI: 10.3389/fcvm.2022.937291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 08/29/2022] [Indexed: 11/13/2022] Open
Abstract
Background Heart failure (HF) with preserved ejection fraction (HFpEF) is a growing public health burden, with mortality and rehospitalization rates comparable to HF with reduced ejection fraction (HFrEF). The evidence for the clinical usefulness of soluble suppression of tumorigenicity 2 (sST2) in HFpEF is contradictory. Therefore, we conducted the following systematic review and meta-analysis to assess the diagnostic and prognostic value of serum sST2 in HFpEF. Methods PubMed and Scopus were searched exhaustively from their inception until March 15, 2022. In diagnostic analysis, we compared the diagnostic value of serum sST2 in HFpEF to NT pro-BNP. We separately pooled the unadjusted and multivariate-adjusted hazard ratios (HRs) and the corresponding 95% confidence intervals (CIs) in prognostic analysis. Results A total of 16 publications from 2008 to 2021 were examined. The results of this analysis were as follow: Firstly, compared with NT pro-BNP, sST2 obtains poor diagnostic performance in independently identifying HFpEF from healthy controls, hypertensive patients, and HFrEF patient. Nevertheless, it may provide incremental value to other biomarkers for diagnosing HFpEF and deserves further investigation. Secondly, log sST2 was independently associated with adverse endpoints on multivariable analysis after adjusting for variables such as age, sex, race, and NYHA class. Per log unit rise in sST2, there was a 2.76-fold increased risk of all-cause death [HR:2.76; 95% CI (1.24, 6.16); p = 0.516, I2 = 0%; P = 0.013] and a 6.52-fold increased risk in the composite endpoint of all-cause death and HF hospitalization [HR:6.52; 95% CI (2.34, 18.19); p = 0.985, I2 = 0%; P = 0.000]. Finally, the optimal threshold levels of serum sST2 need further determined. Conclusions Higher sST2 was strongly linked to an increased risk of adverse outcomes in HFpEE. Especially, log sST2 independently predicted all-cause death and the composite endpoint of all-cause death and HF hospitalization. However, prospective and multicenter studies with large-sample and extended follow-up periods are required to validate our results due to limitations in our research.
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Affiliation(s)
- Yujiao Shi
- Department of Post-graduate Institute, Chinese Academy of Traditional Chinese Medicine, Beijing, China
| | - Jiangang Liu
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, Chinese Academy of Traditional Chinese Medicine, Beijing, China
| | - Chunqiu Liu
- Department of Post-graduate Institute, Chinese Academy of Traditional Chinese Medicine, Beijing, China
| | - Xiong Shuang
- Department of Post-graduate Institute, Chinese Academy of Traditional Chinese Medicine, Beijing, China
| | - Chenguang Yang
- Department of Post-graduate Institute, Chinese Academy of Traditional Chinese Medicine, Beijing, China
| | - Wenbo Qiao
- Department of Post-graduate Institute, Chinese Academy of Traditional Chinese Medicine, Beijing, China
| | - Guoju Dong
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, Chinese Academy of Traditional Chinese Medicine, Beijing, China
- Department of Cardiovascular Internal Medicine, Xiyuan Hospital, Chinese Academy of Traditional Chinese Medicine, Beijing, China
- *Correspondence: Guoju Dong
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Teuber JP, Essandoh K, Hummel SL, Madamanchi NR, Brody MJ. NADPH Oxidases in Diastolic Dysfunction and Heart Failure with Preserved Ejection Fraction. Antioxidants (Basel) 2022; 11:1822. [PMID: 36139898 PMCID: PMC9495396 DOI: 10.3390/antiox11091822] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 09/08/2022] [Accepted: 09/12/2022] [Indexed: 11/16/2022] Open
Abstract
Nicotinamide adenine dinucleotide phosphate (NADPH) oxidases regulate production of reactive oxygen species (ROS) that cause oxidative damage to cellular components but also regulate redox signaling in many cell types with essential functions in the cardiovascular system. Research over the past couple of decades has uncovered mechanisms by which NADPH oxidase (NOX) enzymes regulate oxidative stress and compartmentalize intracellular signaling in endothelial cells, smooth muscle cells, macrophages, cardiomyocytes, fibroblasts, and other cell types. NOX2 and NOX4, for example, regulate distinct redox signaling mechanisms in cardiac myocytes pertinent to the onset and progression of cardiac hypertrophy and heart failure. Heart failure with preserved ejection fraction (HFpEF), which accounts for at least half of all heart failure cases and has few effective treatments to date, is classically associated with ventricular diastolic dysfunction, i.e., defects in ventricular relaxation and/or filling. However, HFpEF afflicts multiple organ systems and is associated with systemic pathologies including inflammation, oxidative stress, arterial stiffening, cardiac fibrosis, and renal, adipose tissue, and skeletal muscle dysfunction. Basic science studies and clinical data suggest a role for systemic and myocardial oxidative stress in HFpEF, and evidence from animal models demonstrates the critical functions of NOX enzymes in diastolic function and several HFpEF-associated comorbidities. Here, we discuss the roles of NOX enzymes in cardiovascular cells that are pertinent to the development and progression of diastolic dysfunction and HFpEF and outline potential clinical implications.
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Affiliation(s)
- James P. Teuber
- Department of Pharmacology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Kobina Essandoh
- Department of Pharmacology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Scott L. Hummel
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
- Ann Arbor Veterans Affairs Health System, Ann Arbor, MI 48105, USA
| | | | - Matthew J. Brody
- Department of Pharmacology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
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Abstract
PURPOSE OF REVIEW Hypertension (HTN) remains the most common and strongest contributing factor to the development of heart failure with preserved ejection fraction (HFpEF). In this review, we aim to summarize the pathophysiological processes linking HTN to HFpEF and highlight novel concepts in medical and device-based management of HFpEF and HTN. RECENT FINDINGS Despite the global increase in the prevalence of HFpEF, there has been limited benefit in current medication and device-based therapy for this complex syndrome. The hallmark of HFpEF is an elevated left intra-atrial and ventricular pressure and exertional dyspnea. Traditional medications used for treating HTN in patients with reduced left ventricular ejection fraction have unclear benefits in patients with HFpEF. Careful analysis of emerging medications such as angiotensin receptor-neprilysin inhibitor and sodium-glucose co-transporter-2 inhibitors showed benefit in reducing not only blood pressure but also hospitalizations in patients with HFpEF. Current data on device-based therapy aims to reduce left intra-atrial pressure, ventricular pressure and stimulate baroreceptors to lower blood pressure; however, needs further investigation. SUMMARY The nexus of HTN and HFpEF remains strong and complex. Although traditional medications for treating HFrEF did not affect long-term outcomes, novel therapies with angiotensin receptor neprilysin-inhibitor and sodium-glucose co-transporter-2 inhibitor offer promising results. Many device-based interventions in the HFpEF population are being developed with the aim to reduce left intra-atrial and ventricular pressure; however, their role in HFpEF hypertensive patients needs to be further investigated.
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Affiliation(s)
- Abdulaziz Joury
- John Ochsner Heart and Vascular Institute, Ochsner Medical Center, New Orleans, Louisiana, USA
- King Salman Heart Center, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Tripti Gupta
- John Ochsner Heart and Vascular Institute, Ochsner Medical Center, New Orleans, Louisiana, USA
- The University of Queensland School of Medicine, Ochsner Clinical School
| | - Selim R Krim
- John Ochsner Heart and Vascular Institute, Ochsner Medical Center, New Orleans, Louisiana, USA
- The University of Queensland School of Medicine, Ochsner Clinical School
- Section of Cardiomyopathy & Heart Transplantation, Ochsner Clinic Foundation, New Orleans, Louisiana, USA
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Kagami K, Harada T, Ishii H, Obokata M. Key Phenotypes of Heart Failure with Preserved Ejection Fraction. Cardiol Clin 2022; 40:415-429. [DOI: 10.1016/j.ccl.2022.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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Valero-Muñoz M, Saw EL, Hekman RM, Blum BC, Hourani Z, Granzier H, Emili A, Sam F. Proteomic and phosphoproteomic profiling in heart failure with preserved ejection fraction (HFpEF). Front Cardiovasc Med 2022; 9:966968. [PMID: 36093146 PMCID: PMC9452734 DOI: 10.3389/fcvm.2022.966968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 08/01/2022] [Indexed: 11/13/2022] Open
Abstract
Although the prevalence of heart failure with preserved ejection fraction (HFpEF) is increasing, evidence-based therapies for HFpEF remain limited, likely due to an incomplete understanding of this disease. This study sought to identify the cardiac-specific features of protein and phosphoprotein changes in a murine model of HFpEF using mass spectrometry. HFpEF mice demonstrated moderate hypertension, left ventricle (LV) hypertrophy, lung congestion and diastolic dysfunction. Proteomics analysis of the LV tissue showed that 897 proteins were differentially expressed between HFpEF and Sham mice. We observed abundant changes in sarcomeric proteins, mitochondrial-related proteins, and NAD-dependent protein deacetylase sirtuin-3 (SIRT3). Upregulated pathways by GSEA analysis were related to immune modulation and muscle contraction, while downregulated pathways were predominantly related to mitochondrial metabolism. Western blot analysis validated SIRT3 downregulated cardiac expression in HFpEF vs. Sham (0.8 ± 0.0 vs. 1.0 ± 0.0; P < 0.001). Phosphoproteomics analysis showed that 72 phosphosites were differentially regulated between HFpEF and Sham LV. Aberrant phosphorylation patterns mostly occurred in sarcomere proteins and nuclear-localized proteins associated with contractile dysfunction and cardiac hypertrophy. Seven aberrant phosphosites were observed at the z-disk binding region of titin. Additional agarose gel analysis showed that while total titin cardiac expression remained unaltered, its stiffer N2B isoform was significantly increased in HFpEF vs. Sham (0.144 ± 0.01 vs. 0.127 ± 0.01; P < 0.05). In summary, this study demonstrates marked changes in proteins related to mitochondrial metabolism and the cardiac contractile apparatus in HFpEF. We propose that SIRT3 may play a role in perpetuating these changes and may be a target for drug development in HFpEF.
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Affiliation(s)
- María Valero-Muñoz
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States
| | - Eng Leng Saw
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States
| | - Ryan M. Hekman
- Department of Biology, Boston University, Boston, MA, United States
- Department of Biochemistry, Cell Biology and Genomics, Boston University, Boston, MA, United States
| | - Benjamin C. Blum
- Department of Biochemistry, Cell Biology and Genomics, Boston University, Boston, MA, United States
- Center for Network Systems Biology, Boston University, Boston, MA, United States
| | - Zaynab Hourani
- Department of Cellular and Molecular Medicine, The University of Arizona, Tucson, AZ, United States
| | - Henk Granzier
- Department of Cellular and Molecular Medicine, The University of Arizona, Tucson, AZ, United States
| | - Andrew Emili
- Department of Biology, Boston University, Boston, MA, United States
- Department of Biochemistry, Cell Biology and Genomics, Boston University, Boston, MA, United States
| | - Flora Sam
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States
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Morfino P, Aimo A, Castiglione V, Vergaro G, Emdin M, Clerico A. Biomarkers of HFpEF: Natriuretic Peptides, High-Sensitivity Troponins and Beyond. J Cardiovasc Dev Dis 2022; 9:jcdd9080256. [PMID: 36005420 PMCID: PMC9409788 DOI: 10.3390/jcdd9080256] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/02/2022] [Accepted: 08/04/2022] [Indexed: 11/28/2022] Open
Abstract
Heart failure (HF) is a significant cause of morbidity and mortality worldwide. HF with preserved ejection fraction (HFpEF) is a complex syndrome, often participated by several cardiac and extracardiac conditions, including chronic kidney disease, pulmonary disease, anaemia and advanced age. Circulating biomarkers reflecting pathophysiological pathways involved in HFpEF development and progression may assist clinicians in early diagnosis and management of this condition. Natriuretic peptides (NPs) are cardioprotective hormones released by cardiomyocytes in response to pressure or volume overload and in response to activation of neuro-endocrine-immune system. The relevance of B-type NP (BNP) and N-terminal pro-B-type NP (NT-proBNP) for diagnosis and risk stratification has been extensively demonstrated, and these biomarkers are emerging tools for population screening and as guides to the start of treatment in subclinical HF. On the contrary, conflicting evidence exists on the value of NPs to guide HF therapy. Among the other biomarkers, high-sensitivity troponins and soluble suppression of tumorigenesis-2 are the most promising biomarkers for risk stratification, predicting outcome independently from NPs. In this review, some novel biomarkers are being tested in such clinical scenario, more tightly linked to specific pathophysiological processes of cardiac damage.
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Affiliation(s)
- Paolo Morfino
- Interdisciplinary Center of Health Sciences, Scuola Superiore Sant’Anna, 56127 Pisa, Italy
| | - Alberto Aimo
- Interdisciplinary Center of Health Sciences, Scuola Superiore Sant’Anna, 56127 Pisa, Italy
- Cardiology Division, Fondazione Toscana Gabriele Monasterio, 56127 Pisa, Italy
| | - Vincenzo Castiglione
- Interdisciplinary Center of Health Sciences, Scuola Superiore Sant’Anna, 56127 Pisa, Italy
- Cardiology Division, Fondazione Toscana Gabriele Monasterio, 56127 Pisa, Italy
| | - Giuseppe Vergaro
- Interdisciplinary Center of Health Sciences, Scuola Superiore Sant’Anna, 56127 Pisa, Italy
- Cardiology Division, Fondazione Toscana Gabriele Monasterio, 56127 Pisa, Italy
| | - Michele Emdin
- Interdisciplinary Center of Health Sciences, Scuola Superiore Sant’Anna, 56127 Pisa, Italy
- Cardiology Division, Fondazione Toscana Gabriele Monasterio, 56127 Pisa, Italy
| | - Aldo Clerico
- Interdisciplinary Center of Health Sciences, Scuola Superiore Sant’Anna, 56127 Pisa, Italy
- Cardiology Division, Fondazione Toscana Gabriele Monasterio, 56127 Pisa, Italy
- Correspondence:
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Lai P, Xue JH, Xie MJ, Ye JH, Tian KJ, Ling JY, Zhong WT, Chen D, Zhong YM, Liao YL. Emerging trends in sacubitril/valsartan research: A bibliometric analysis of the years 1995-2021. Medicine (Baltimore) 2022; 101:e29398. [PMID: 35945796 PMCID: PMC9351920 DOI: 10.1097/md.0000000000029398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Sacubitril/valsartan has been approved for the treatment of heart failure (HF) patients with reduced ejection fraction; since then, it gradually became a new star drug in the therapy of HF. Nevertheless, the effectiveness of sacubitril/valsartan remains under investigation. Thus far, only a few bibliometric studies have systematically analyzed the application of sacubitril/valsartan. METHODS Publications on sacubitril/valsartan were retrieved from the Web of Science Core Collection on April 29, 2021. Data were analyzed using Microsoft Excel 2019 (Redmond, WA), VOS viewer (Redmond, WA), and Cite Space V (Drexel University, Philadelphia, PA). RESULTS A total of 1309 publications on sacubitril/valsartan published from 1995 to 2021 were retrieved. The number of publications regarding sacubitril/valsartan increased sharply in the last 6 years (2015-2021), and American scholars authored >40% of those publications. Most were published in the European Journal of Heart Failure, the United States was the bellwether with a solid academic reputation in this area. Solomon published the highest number of related articles and was the most frequently cited author. "Heart failure" was the leading research hotspot. The keywords, "inflammation," "fibrosis," and "oxidative stress" appeared most recently as research fronts. CONCLUSIONS Research attention should be focused on clinical trial outcomes. Considering its effectiveness in HF, the mechanisms and further applications of sacubitril/valsartan may become research hotspots in the future and should be closely examined.
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Affiliation(s)
- Ping Lai
- Department of Cardiology, The First Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, China
- Institute of Experimental Cardiovascular Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jin-Hua Xue
- Department of Physiology, School of Basic Medical Sciences, Gannan Medical University, Ganzhou, China
| | - Mu-Jin Xie
- Department of General Medicine, Lingyun Community Health Service Center of Xuhui District, Shanghai, China
| | - Jin-Hua Ye
- School of Basic Medical Sciences, Gannan Medical University, Ganzhou, China
| | - Ke-Jun Tian
- Department of Cardiology, The First Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, China
| | - Jia-Yuan Ling
- Department of Cardiology, The First Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, China
| | - Wen-Ting Zhong
- Department of Cardiology, The First Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, China
| | - Dong Chen
- Department of Cardiology, The First Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, China
| | - Yi-Ming Zhong
- Department of Cardiology, The First Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, China
- Department of Cardiology, Key Laboratory of Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases, Ministry of Education, First Affiliated Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, China
| | - Yong-Ling Liao
- Department of Cardiology, The First Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, China
- Department of Cardiology, Key Laboratory of Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases, Ministry of Education, First Affiliated Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, China
- * Correspondence: Yong-ling Liao, The First Hospital of Gannan Medical University, Gannan Medical University, No. 23 of Qingnian Road, 341000, Ganzhou, Jiangxi Province, China (e-mail: )
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Smith AN, Altara R, Amin G, Habeichi NJ, Thomas DG, Jun S, Kaplan A, Booz GW, Zouein FA. Genomic, Proteomic, and Metabolic Comparisons of Small Animal Models of Heart Failure With Preserved Ejection Fraction: A Tale of Mice, Rats, and Cats. J Am Heart Assoc 2022; 11:e026071. [PMID: 35904190 PMCID: PMC9375492 DOI: 10.1161/jaha.122.026071] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Heart failure with preserved ejection fraction (HFpEF) remains a medical anomaly that baffles researchers and physicians alike. The overall phenotypical changes of diastolic function and left ventricular hypertrophy observed in HFpEF are definable; however, the metabolic and molecular alterations that ultimately produce these changes are not well established. Comorbidities such as obesity, hypertension, and diabetes, as well as general aging, play crucial roles in its development and progression. Various animal models have recently been developed to better understand the pathophysiological and metabolic developments in HFpEF and to illuminate novel avenues for pharmacotherapy. These models include multi‐hit rodents and feline aortic constriction animals. Recently, genomic, proteomic, and metabolomic approaches have been used to define altered signaling pathways in the heart associated with HFpEF, including those involved in inflammation, cGMP‐related, Ca2+ handling, mitochondrial respiration, and the unfolded protein response in endoplasmic reticulum stress. This article aims to present an overview of what has been learnt by these studies, focusing mainly on the findings in common while highlighting unresolved issues. The knowledge gained from these research models will not simply be of benefit for treating HFpEF but will undoubtedly provide new insights into the mechanisms by which the heart deals with external stresses and how the processes involved can fail.
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Affiliation(s)
- Alex N Smith
- Department of Pharmacology and Toxicology, School of Medicine University of Mississippi Medical Center Jackson MS
| | - Raffaele Altara
- Department of Pathology, School of Medicine University of Mississippi Medical Center Jackson MS
| | - Ghadir Amin
- Department of Pharmacology and Toxicology, Faculty of Medicine American University of Beirut Medical Center Beirut Lebanon
| | - Nada J Habeichi
- Department of Pharmacology and Toxicology, Faculty of Medicine American University of Beirut Medical Center Beirut Lebanon.,Laboratory of Signaling and Cardiovascular Pathophysiology, Inserm Unit UMR-S 1180, Faculty of Pharmacy Paris-Saclay University Châtenay-Malabry France
| | - Daniel G Thomas
- Department of Pharmacology and Toxicology, School of Medicine University of Mississippi Medical Center Jackson MS
| | - Seungho Jun
- Division of Cardiology The Johns Hopkins Medical Institutions Baltimore MD
| | - Abdullah Kaplan
- Department of Pharmacology and Toxicology, Faculty of Medicine American University of Beirut Medical Center Beirut Lebanon.,Cardiology Clinic Rumeli Hospital Istanbul Turkey
| | - George W Booz
- Department of Pharmacology and Toxicology, School of Medicine University of Mississippi Medical Center Jackson MS
| | - Fouad A Zouein
- Department of Pharmacology and Toxicology, School of Medicine University of Mississippi Medical Center Jackson MS.,Department of Pharmacology and Toxicology, Faculty of Medicine American University of Beirut Medical Center Beirut Lebanon.,Laboratory of Signaling and Cardiovascular Pathophysiology, Inserm Unit UMR-S 1180, Faculty of Pharmacy Paris-Saclay University Châtenay-Malabry France.,The Cardiovascular, Renal, and Metabolic Diseases Research Center of Excellence American University of Beirut Medical Center Beirut Lebanon
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140
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Elkholey K, Niewiadomska M, Morris L, Whyte S, Houser J, Humphrey MB, Stavrakis S. Transcutaneous Vagus Nerve Stimulation Ameliorates the Phenotype of Heart Failure With Preserved Ejection Fraction Through Its Anti-Inflammatory Effects. Circ Heart Fail 2022; 15:e009288. [PMID: 35862007 PMCID: PMC9388556 DOI: 10.1161/circheartfailure.122.009288] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND A systemic proinflammatory state plays a central role in the development of heart failure with preserved ejection fraction (HFpEF). Low-level transcutaneous vagus nerve stimulation (LLTS) suppresses inflammation in animals and humans, mediated by an α7nAchR (alpha7 nicotinic acetylcholine receptor)-dependent pathway. We examined the effects of LLTS on cardiac function, inflammation, and fibrosis in the presence of α7nAchR pharmacological blockade in a rat model of HFpEF. METHODS Dahl salt-sensitive rats at 7 weeks of age were treated with high-salt diet for 6 weeks to induce HFpEF, followed by 4 weeks of (1) LLTS, (2) LLTS with the α7nAchR blocker methyllycaconitine, (3) sham, and (4) olmesartan. Blood pressure, cardiac function by echocardiography, heart rate variability, and serum cytokines were measured at 13 and 17 weeks of age. Cardiac fibrosis, inflammatory cell infiltration, and gene expression were determined at 17 weeks. RESULTS LLTS attenuated the increase in blood pressure; improved cardiac function; decreased inflammatory cytokines, macrophage infiltration, and fibrosis; and improved survival compared with other groups. Methyllycaconitine attenuated these effects, whereas olmesartan did not improve cardiac function or fibrosis despite maintaining similar blood pressure as LLTS. Heart rate variability was similarly improved in the LLTS and LLTS plus methyllycaconitine groups but remained low in the other groups. LLTS reversed the dysregulated inflammatory signaling pathways in HFpEF hearts. CONCLUSIONS Neuromodulation with LLTS improved cardiac function in a rat model of HFpEF through its anti-inflammatory and antifibrotic effects. These results provide the basis for further clinical trials in humans.
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Affiliation(s)
- Khaled Elkholey
- Cardiovascular Section, Department of Medicine (K.E., M.N., L.M., S.W., S.S.), University of Oklahoma Health Science Center, Oklahoma City
| | - Monika Niewiadomska
- Cardiovascular Section, Department of Medicine (K.E., M.N., L.M., S.W., S.S.), University of Oklahoma Health Science Center, Oklahoma City
| | - Lynsie Morris
- Cardiovascular Section, Department of Medicine (K.E., M.N., L.M., S.W., S.S.), University of Oklahoma Health Science Center, Oklahoma City
| | - Seabrook Whyte
- Cardiovascular Section, Department of Medicine (K.E., M.N., L.M., S.W., S.S.), University of Oklahoma Health Science Center, Oklahoma City
| | - Jeremy Houser
- Rheumatology Section, Department of Medicine (J.H., M.B.H.), University of Oklahoma Health Science Center, Oklahoma City
| | - Mary Beth Humphrey
- Rheumatology Section, Department of Medicine (J.H., M.B.H.), University of Oklahoma Health Science Center, Oklahoma City
| | - Stavros Stavrakis
- Cardiovascular Section, Department of Medicine (K.E., M.N., L.M., S.W., S.S.), University of Oklahoma Health Science Center, Oklahoma City
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141
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Roy B, Pan G, Giri S, Thandavarayan RA, Palaniyandi SS. Aldehyde dehydrogenase 2 augments adiponectin signaling in coronary angiogenesis in HFpEF associated with diabetes. FASEB J 2022; 36:e22440. [PMID: 35815932 DOI: 10.1096/fj.202200498r] [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: 03/30/2022] [Revised: 06/13/2022] [Accepted: 06/23/2022] [Indexed: 11/11/2022]
Abstract
4-hydroxy-2-nonenal (4HNE), an oxidative stress byproduct, is elevated in diabetes which decreases coronary angiogenesis, and this was rescued by the 4HNE detoxifying enzyme, aldehyde dehydrogenase 2 (ALDH2). Adiponectin (APN), an adipocytokine, has pro-angiogenic properties and its loss of function is critical in diabetes and its complications. Coronary endothelial cell (CEC) damage is the initiating step of diabetes-mediated heart failure with preserved ejection fraction (HFpEF) pathogenesis. Thus, we hypothesize that ALDH2 restores 4HNE-induced downregulation of APN signaling in CECs and subsequent coronary angiogenesis in diabetic HFpEF. Treatment with disulfiram, an ALDH2 inhibitor, exacerbated 4HNE-mediated decreases in APN-induced increased coronary angiogenesis and APN-signaling cascades, whereas pretreatment with alda1, an ALDH2 activator, rescued the effect of 4HNE. We employed control mice (db/m), spontaneous type-2 diabetic mice (db/db), ALDH2*2 knock-in mutant mice with intrinsic low ALDH2 activity (AL), and diabetic mice with intrinsic low ALDH2 activity (AF) mice that were created by crossing db/db and AL mice to test our hypothesis in vivo. AF mice exhibited heart failure with preserved ejection fraction (HFpEF)/severe diastolic dysfunction at 6 months with a preserved systolic function compared with db/db mice as well as 3 months of their age. Decreased APN-mediated coronary angiogenesis, along with increased circulatory APN levels and decreased cardiac APN signaling (index of APN resistance) were higher in AF mice relative to db/db mice. Alda1 treatment improved APN-mediated angiogenesis in AF and db/db mice. In summary, 4HNE-induces APN resistance and a subsequent decrease in coronary angiogenesis in diabetic mouse heart which was rescued by ALDH2.
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Affiliation(s)
- Bipradas Roy
- Division of Hypertension and Vascular Research, Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan, USA.,Department of Physiology, Wayne State University, Detroit, Michigan, USA
| | - Guodong Pan
- Division of Hypertension and Vascular Research, Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan, USA.,Department of Physiology, Wayne State University, Detroit, Michigan, USA
| | - Shailendra Giri
- Department of Neurology, Henry Ford Health System, Detroit, Michigan, USA
| | | | - Suresh Selvaraj Palaniyandi
- Division of Hypertension and Vascular Research, Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan, USA.,Department of Physiology, Wayne State University, Detroit, Michigan, USA
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142
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Gheblawi M, de Oliveira AA, Williams VR, John R, Grant MB, Scholey JW, Oudit GY. An advanced endothelial murine HFpEF model: eNOS is critical for angiotensin 1-7 rescue of the diabetic phenotype. J Mol Cell Cardiol 2022; 169:10-12. [PMID: 35489389 DOI: 10.1016/j.yjmcc.2022.04.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 04/16/2022] [Accepted: 04/24/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Mahmoud Gheblawi
- Department of Physiology, University of Alberta, Edmonton, Alberta, Canada; Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada
| | - Amanda A de Oliveira
- Division of Cardiology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada
| | - Vanessa R Williams
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; Division of Nephrology, Department of Medicine, University Health Network, Toronto, Canada
| | - Rohan John
- Department of Pathology, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
| | - Maria B Grant
- Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Birmingham, AL, USA
| | - James W Scholey
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; Division of Nephrology, Department of Medicine, University Health Network, Toronto, Canada
| | - Gavin Y Oudit
- Department of Physiology, University of Alberta, Edmonton, Alberta, Canada; Division of Cardiology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada.
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143
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Affiliation(s)
- Sanjiv J Shah
- Division of Cardiology, Department of Medicine, and Bluhm Cardiovascular Institute, Northwestern University Feinberg School of Medicine, Chicago, IL
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144
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Heinzel FR, Shah SJ. The future of heart failure with preserved ejection fraction : Deep phenotyping for targeted therapeutics. Herz 2022; 47:308-323. [PMID: 35767073 PMCID: PMC9244058 DOI: 10.1007/s00059-022-05124-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/19/2022] [Indexed: 12/25/2022]
Abstract
Heart failure (HF) with preserved ejection fraction (HFpEF) is a multi-organ, systemic syndrome that involves multiple cardiac and extracardiac pathophysiologic abnormalities. Because HFpEF is a heterogeneous syndrome and resistant to a "one-size-fits-all" approach it has proven to be very difficult to treat. For this reason, several research groups have been working on methods for classifying HFpEF and testing targeted therapeutics for the HFpEF subtypes identified. Apart from conventional classification strategies based on comorbidity, etiology, left ventricular remodeling, and hemodynamic subtypes, researchers have been combining deep phenotyping with innovative analytical strategies (e.g., machine learning) to classify HFpEF into therapeutically homogeneous subtypes over the past few years. Despite the growing excitement for such approaches, there are several potential pitfalls to their use, and there is a pressing need to follow up on data-driven HFpEF subtypes in order to determine their underlying mechanisms and molecular basis. Here we provide a framework for understanding the phenotype-based approach to HFpEF by reviewing (1) the historical context of HFpEF; (2) the current HFpEF paradigm of comorbidity-induced inflammation and endothelial dysfunction; (3) various methods of sub-phenotyping HFpEF; (4) comorbidity-based classification and treatment of HFpEF; (5) machine learning approaches to classifying HFpEF; (6) examples from HFpEF clinical trials; and (7) the future of phenomapping (machine learning and other advanced analytics) for the classification of HFpEF.
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Affiliation(s)
- Frank R Heinzel
- Medizinische Klinik mit Schwerpunkt Kardiologie, Charité - Universitätsmedizin, Campus Virchow-Klinikum, Berlin, Germany.
- Partner Site Berlin, Deutsches Zentrum für Herz-Kreislauf-Forschung eV, Berlin, Germany.
| | - Sanjiv J Shah
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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145
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Ageev FT, Ovchinnikov AG. [Treatment of patients with heart failure and preserved ejection fraction: reliance on clinical phenotypes]. KARDIOLOGIIA 2022; 62:44-53. [PMID: 35989629 DOI: 10.18087/cardio.2022.7.n2058] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 04/18/2022] [Indexed: 06/15/2023]
Abstract
The article discusses the problem of improving the effectiveness of treatment of heart failure with preserved left ventricular ejection fraction (HFpEF). The relative "failure" of early studies with renin-angiotensin-aldosterone system inhibitors was largely due to the lack of understanding that patients with HFpEF represent a heterogeneous group with various etiological factors and pathogenetic mechanisms of the disease. Therefore, the so-called personalized approach should be used in the treatment of these patients. This approach is based on the identification of clearly defined disease phenotypes, each characterized by a set of demographic, pathogenetic, and clinical characteristics. Based on the literature and own experience, the authors consider four main phenotypes of HFpEF: 1) phenotype with brain natriuretic peptide "deficiency" syndrome associated with moderate/severe left ventricular hypertrophy; 2) cardiometabolic phenotype; 3) phenotype with mixed pulmonary hypertension and right ventricular failure; and 4) cardiac amyloidosis phenotype. In the treatment of patients with phenotype 1, it seems preferable to use the valsartan + sacubitril (possibly in combination with spironolactone) combination treatment; with phenotype 2, the empagliflozin treatment is the best; with phenotype 3, the phosphodiesterase type 5 inhibitor sildenafil; and with phenotype 4, transthyretin stabilizers. Certain features of different phenotypes overlap and may change as the disease progresses. Nevertheless, the isolation of these phenotypes is advisable to prioritize the choice of drug therapy. Thus, the diuretic treatment (preferably torasemide) should be considered in the presence of congestion, regardless of the HFpEF phenotype; the valsartan + sacubitril and spironolactone treatment is appropriate not only in the shortage of brain natriuretic peptide but also in the presence of concentric left ventricular hypertrophy (except for the amyloidosis phenotype); and the treatment with empagliflozin and statins may be considered in all situations where pro-inflammatory mechanisms are involved.
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Affiliation(s)
- F T Ageev
- Chazov National Medical Research Centre of Cardiology
| | - A G Ovchinnikov
- Chazov National Medical Research Centre of Cardiology; Evdokimov Moscow State University of Medicine and Dentistry
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146
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A Computationally Efficient Approach to Simulate Heart Rate Effects Using a Whole Human Heart Model. Bioengineering (Basel) 2022; 9:bioengineering9080334. [PMID: 35892747 PMCID: PMC9331290 DOI: 10.3390/bioengineering9080334] [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: 05/23/2022] [Revised: 07/12/2022] [Accepted: 07/20/2022] [Indexed: 11/17/2022] Open
Abstract
Computational modeling of the whole human heart has become a valuable tool to evaluate medical devices such as leadless pacemakers, annuloplasty rings and left ventricular assist devices, since it is often difficult to replicate the complex dynamic interactions between the device and human heart in bench-top and animal tests. The Dassault Systèmes Living Heart Human Model (LHHM) is a finite-element model of whole-human-heart electromechanics that has input parameters that were previously calibrated to generate physiological responses in a healthy heart beating at 60 beat/min (resting state). This study demonstrates that, by adjusting only six physiologically meaningful parameters, the LHHM can be recalibrated to generate physiological responses in a healthy heart beating at heart rates ranging from 90−160 beat/min. These parameters are as follows: the sinoatrial node firing period decreases from 0.67 s at 90 bpm to 0.38 s at 160 bpm, atrioventricular delay decreases from 0.122 s at 90 bpm to 0.057 s at 160 bpm, preload increases 3-fold from 90 bpm to 160 bpm, body resistance at 160 bpm is 80% of that at 90 bpm, arterial stiffness at 160 bpm is 3.9 times that at 90 bpm, and a parameter relating myofiber twitch force duration and sarcomere length decreases from 238 ms/mm at 90 bpm to 175 ms/mm at 160 bpm. In addition, this study demonstrates the feasibility of using the LHHM to conduct clinical investigations in AV delay optimization and hemodynamic differences between pacing and exercise. AV delays in the ranges of 40 ms to 250 ms were simulated and stroke volume and systolic blood pressure showed clear peaks at 120 ms for 90 bpm. For a heart during exercise, the increase in cardiac output continues to 160 bpm. However, for a heart during pacing, those physiological parameter adjustments are removed that are related to changes in body oxygen requirements (preload, arterial stiffness and body resistance). Consequently, cardiac output increases initially with heart rate; as the heart rate goes up (>100 bpm), the increasing rate of cardiac output slows down and approaches a plateau.
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147
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Reddy YNV, Kaye DM, Handoko ML, van de Bovenkamp AA, Tedford RJ, Keck C, Andersen MJ, Sharma K, Trivedi RK, Carter RE, Obokata M, Verbrugge FH, Redfield MM, Borlaug BA. Diagnosis of Heart Failure With Preserved Ejection Fraction Among Patients With Unexplained Dyspnea. JAMA Cardiol 2022; 7:891-899. [PMID: 35830183 DOI: 10.1001/jamacardio.2022.1916] [Citation(s) in RCA: 56] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Importance Diagnosis of heart failure with preserved ejection fraction (HFpEF) among dyspneic patients without overt congestion is challenging. Multiple diagnostic approaches have been proposed but are not well validated against the independent gold standard for HFpEF diagnosis of an elevated pulmonary capillary wedge pressure (PCWP) during exercise. Objective To evaluate H2FPEF and HFA-PEFF scores and a PCWP/cardiac output (CO) slope of more than 2 mm Hg/L/min to diagnose HFpEF. Design, Setting, and Participants This retrospective case-control study included patients with unexplained dyspnea from 6 centers in the US, the Netherlands, Denmark, and Australia from March 2016 to October 2020. Diagnosis of HFpEF (cases) was definitively ascertained by the presence of elevated PCWP during exertion; control individuals were those with normal rest and exercise hemodynamics. Main Outcomes and Measures Logistic regression was used to evaluate the accuracy of HFA-PEFF and H2FPEF scores to discriminate patients with HFpEF from controls. Results Among 736 patients, 563 (76%) were diagnosed with HFpEF (mean [SD] age, 69 [11] years; 334 [59%] female) and 173 (24%) represented controls (mean [SD] age, 60 [15] years; 109 [63%] female). H2FPEF and HFA-PEFF scores discriminated patients with HFpEF from controls, but the H2FPEF score had greater area under the curve (0.845; 95% CI, 0.810-0.875) compared with the HFA-PEFF score (0.710; 95% CI, 0.659-0.756) (difference, -0.134; 95% CI, -0.177 to -0.094; P < .001). Specificity was robust for both scores, but sensitivity was poorer for HFA-PEFF, with a false-negative rate of 55% for low-probability scores compared with 25% using the H2FPEF score. Use of the PCWP/CO slope to redefine HFpEF rather than exercise PCWP reclassified 20% (117 of 583) of patients, but patients reclassified from HFpEF to control by this metric had clinical, echocardiographic, and hemodynamic features typical of HFpEF, including elevated resting PCWP in 66% (46 of 70) of reclassified patients. Conclusions and Relevance In this case-control study, despite requiring fewer data, the H2FPEF score had superior diagnostic performance compared with the HFA-PEFF score and PCWP/CO slope in the evaluation of unexplained dyspnea and HFpEF in the outpatient setting.
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Affiliation(s)
- Yogesh N V Reddy
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | - David M Kaye
- Department of Cardiology, Alfred Hospital, Melbourne, Victoria, Australia
| | - M Louis Handoko
- Department of Cardiology, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands
| | - Arno A van de Bovenkamp
- Department of Cardiology, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands
| | - Ryan J Tedford
- Division of Cardiology, Department of Medicine, Medical University of South Carolina, Charleston
| | - Carson Keck
- Division of Cardiology, Department of Medicine, Medical University of South Carolina, Charleston
| | - Mads J Andersen
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Kavita Sharma
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Rishi K Trivedi
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Rickey E Carter
- Department of Health Sciences Research, Mayo Clinic, Jacksonville, Florida
| | - Masaru Obokata
- Department of Cardiovascular Medicine, Gunma University Graduate School of Medicine, Maebashi, Gunma, Japan
| | - Frederik H Verbrugge
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota.,Biomedical Research Institute, Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium.,Centre for Cardiovascular Diseases, University Hospital Brussels, Jette, Belgium
| | | | - Barry A Borlaug
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
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148
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Chao CJ, Kato N, Scott CG, Lopez-Jimenez F, Lin G, Kane GC, Pellikka PA. Unsupervised Machine Learning for Assessment of Left Ventricular Diastolic Function and Risk Stratification. J Am Soc Echocardiogr 2022; 35:1214-1225.e8. [PMID: 35840082 DOI: 10.1016/j.echo.2022.06.013] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 06/28/2022] [Accepted: 06/28/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND The 2016 American Society of Echocardiography (ASE) guidelines have been widely used to assess left ventricular diastolic function. However, limitations are present in the current classification system. We aimed to develop a data-driven, unsupervised machine learning approach for diastolic function classification and risk stratification using the left ventricular diastolic function parameters recommended by the 2016 ASE guidelines; the guideline grading was used as the reference standard. METHODS Baseline demographics, heart failure hospitalization and all-cause mortality data were obtained for all adult patients who underwent transthoracic echocardiography at Mayo Clinic Rochester in 2015. Patients with prior mitral valve intervention, congenital heart disease, cardiac transplant, or cardiac assist device were excluded. Nine left ventricular diastolic function variables (mitral E and A wave peak velocities, E/A, deceleration time, medial and lateral annulus e' and E/e', and tricuspid regurgitation peak velocity) were used for an unsupervised machine learning algorithm to identify different phenotype clusters. The cohort average of each variable was used for imputation. Patients were grouped according to the algorithm-determined clusters for Kaplan-Meier survival analysis. RESULTS Among 24,414 patients, age 63.6 ±16.2 years, all-cause mortality occurred in 4,612 (18.9%) patients during median follow-up 3.1 years. The algorithm determined 3 clusters with echocardiographic measurement characteristics corresponding to normal diastolic function (n= 8,312), impaired relaxation (n=11,779) and increased filling pressure (n =4,323), with 3-year cumulative mortality of 11.8%, 19.9% and 33.4%, respectively (p<0.0001). All 10,694 (43.8%) patients classified as indeterminate were reclassified into the 3 clusters (3,324, 5,353, and 2,017, respectively) with 3-year mortality of 16.6%, 22.9% and 34.4%, respectively. The clusters also outperformed guideline-based grade for prognostication (c-index: 0.607 vs. 0.582, p=0.013). CONCLUSIONS Unsupervised machine learning identified physiologically and prognostically distinct clusters based on 9 diastolic function Doppler variables. The clusters can be potentially applied in echocardiography laboratory practice and future clinical trials for simple, replicable diastolic function related risk stratification.
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Affiliation(s)
- Chieh-Ju Chao
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Nahoko Kato
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Christopher G Scott
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | | | - Grace Lin
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Garvan C Kane
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
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149
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Karamichalakis N, Xanthopoulos A, Triposkiadis F, Paraskevaidis I, Tsougos E. Reshaping Treatment of Heart Failure with Preserved Ejection Fraction. J Clin Med 2022; 11:3706. [PMID: 35806994 PMCID: PMC9267897 DOI: 10.3390/jcm11133706] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 06/20/2022] [Accepted: 06/24/2022] [Indexed: 02/05/2023] Open
Abstract
Current data indicate that in the community, approximately 50% of patients with heart failure (HF) have preserved left ventricular (LV) ejection fraction (LVEF)—the so-called HFpEF. Treatment of HFpEF has been considered an unmet need for decades. We believe that the main underlying reasons have been (a) the ever-changing LVEF cut-offs used for HF classification; (b) controversies regarding the definition of the LVEF normal range; (c) the fact that HFpEF does not represent a phenotype, but a category of diseases with entirely different characteristics (hypertensive heart disease, valvular heart disease (VHD), hypertrophic cardiomyopathy (HCM) etc.); (d) the lack of recognition that hypertensive HFpEF is the most common and important HFpEF phenotype; (e) the assumption that neurohormonal overactivity is absent in HF patients with a LVEF > 45−50% which has been proven to be wrong. Current HFpEF trials, in which the vast majority of the participants suffered from hypertension (HTN), whereas VHD and HCM were absent, demonstrated that neurohormonal and sodium-glucose cotransporter 2 (SGLT2) inhibitors are effective in HF patients over a wide LVEF range. Thus, restricting these lifesaving treatments to HF patients with reduced LVEF is not justified anymore and it should be additionally considered for HFpEF patients suffering from HTN.
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Affiliation(s)
| | - Andrew Xanthopoulos
- Department of Cardiology, University Hospital of Larissa, 41110 Larissa, Greece;
| | | | - Ioannis Paraskevaidis
- 6th Department of Cardiology, Hygeia Hospital, 15123 Athens, Greece; (N.K.); (I.P.); (E.T.)
| | - Elias Tsougos
- 6th Department of Cardiology, Hygeia Hospital, 15123 Athens, Greece; (N.K.); (I.P.); (E.T.)
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150
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Shahmoradi L, Rezaei N, Rezayi S, Zolfaghari M, Manafi B. Educational approaches for patients with heart surgery: a systematic review of main features and effects. BMC Cardiovasc Disord 2022; 22:292. [PMID: 35761186 PMCID: PMC9238074 DOI: 10.1186/s12872-022-02728-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 06/20/2022] [Indexed: 11/23/2022] Open
Abstract
Introduction Patients who undergo heart surgery are exposed to mental and physical difficulties after discharge from hospital. They often need support and follow-up after discharge. The use of educational approaches or solutions before or after heart surgery can increase patients' knowledge on the post-operative complications and self-care. The main purpose of this systematic review is to determine the applications of educational approaches and investigate the effects of these approaches on patients with heart surgery. Method and materiel A thorough search was conducted in Medline (through PubMed), Scopus, ISI web of science to select related articles published between 2011 and May 2022. All of the retrieved papers were screened according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) checklist. Results A total of 29 articles were obtained from the search, which included in this systematic review after being assessed based on inclusion and exclusion criteria. Most of the articles (n = 10, 34.48%) had been conducted in Canada and Iran, with the most significant number published in 2016. Out of 29 studies, 23 were experimental studies, and six were observational-analytical studies. The number of participants in the studies ranged from 11 to 600 (IQR1: 57.5, median: 88, IQR3: 190). In 28 (96.55%) studies, the educational approaches had a significant effect on clinical, economic or patient-reported outcomes. The greatest effect reported by the studies was related to clinical outcomes such as patient care improvement or change in clinical practice. The most effects in the patient-reported outcomes were related to improving patient satisfaction and patient knowledge. In terms of global rating scores, 17.24% of the included studies were considered as weak, 20.68% as moderate, and 62.06% as strong. Conclusion The results of systematic review showed that the use of educational approaches by patients before and after heart surgery can have significant effects on reducing stress and financial burden, and increasing the quality of care and level of knowledge in patients.
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Affiliation(s)
- Leila Shahmoradi
- Health Information Management Department and Medical Informatics, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Nafiseh Rezaei
- Medical Library and Information Science, Tehran University of Medical Sciences, Tehran, Iran. .,Department of Medical Library and Information Science, School of Allied Medical Sciences, Hamadan University of Medical Sciences, Hamadan, Iran.
| | - Sorayya Rezayi
- Health Information Management Department and Medical Informatics, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran.
| | - Mitra Zolfaghari
- Department of eLearning in Medical Education, Virtual School of Tehran University of Medical Sciences, Naderi Street, Keshavarz Blvd, Tehran, Iran
| | - Babak Manafi
- Department of Heart Surgery, School of Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
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