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Kosyakovsky LB, de Boer RA, Ho JE. Screening for Heart Failure: Biomarkers to Detect Heightened Risk in the General Population. Curr Heart Fail Rep 2024; 21:591-603. [PMID: 39287754 DOI: 10.1007/s11897-024-00686-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/04/2024] [Indexed: 09/19/2024]
Abstract
PURPOSE OF REVIEW Heart failure (HF) represents a growing global burden of morbidity and mortality. Identifying individuals at risk for HF development is increasingly important, particularly given the advent of disease-modifying therapies for HF as well as its major risk factors such as obesity actalnd diabetes. We aim to review the key circulating biomarkers associated with future HF which may contribute to HF risk prediction. RECENT FINDINGS While current guidelines recommend the use of natriuretic peptides and cardiac troponins in HF risk stratification, there are a diverse array of other emerging protein, metabolic, transcriptomic, and genomic biomarkers of future HF development. These biomarkers not only lend insight into the underlying pathophysiology of HF, which spans inflammation to cardiac fibrosis, but also offer an opportunity to further refine HF risk in addition to established biomarkers. As evolving techniques in molecular biology enable an increased understanding of the complex biologic contributions to HF pathophysiology, there is an important opportunity to construct integrated clinical and multi-omic models to best capture HF risk. Moving forward, future studies should seek to understand the contributions of sex differences, underlying comorbidity burden, and HF subtypes to an individual's HF risk. Further studies are necessary to fully define the clinical utility of biomarker screening approaches to refine HF risk assessment, as well as to link risk assessment directly to preventive strategies for HF.
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Affiliation(s)
- Leah B Kosyakovsky
- Division of Cardiology, E/CLS 945, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA, 02215-5491, USA
| | - Rudolf A de Boer
- Department of Cardiology, Cardiovascular Institute, Thorax Center, Erasmus MC, Rotterdam, the Netherlands
| | - Jennifer E Ho
- Division of Cardiology, E/CLS 945, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA, 02215-5491, USA.
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Chan JSF, Tabatabaei Dakhili SA, Lorenzana-Carrillo MA, Gopal K, Pulente SM, Greenwell AA, Yang K, Saed CT, Stenlund MJ, Ferrari SR, Mangra-Bala IA, Shafaati T, Bhat RK, Eaton F, Overduin M, Jørgensen SB, Steinberg GR, Mulvihill EE, Sutendra G, Ussher JR. Growth differentiation factor 15 alleviates diastolic dysfunction in mice with experimental diabetic cardiomyopathy. Cell Rep 2024; 43:114573. [PMID: 39093701 DOI: 10.1016/j.celrep.2024.114573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 06/19/2024] [Accepted: 07/17/2024] [Indexed: 08/04/2024] Open
Abstract
Growth differentiation factor 15 (GDF15) is a peptide with utility in obesity, as it decreases appetite and promotes weight loss. Because obesity increases the risk for type 2 diabetes (T2D) and cardiovascular disease, it is imperative to understand the cardiovascular actions of GDF15, especially since elevated GDF15 levels are an established biomarker for heart failure. As weight loss should be encouraged in the early stages of obesity-related prediabetes/T2D, where diabetic cardiomyopathy is often present, we assessed whether treatment with GDF15 influences its pathology. We observed that GDF15 treatment alleviates diastolic dysfunction in mice with T2D independent of weight loss. This cardioprotection was associated with a reduction in cardiac inflammation, which was likely mediated via indirect actions, as direct treatment of adult mouse cardiomyocytes and differentiated THP-1 human macrophages with GDF15 failed to alleviate lipopolysaccharide-induced inflammation. Therapeutic manipulation of GDF15 action may thus have utility for both obesity and diabetic cardiomyopathy.
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Affiliation(s)
- Jordan S F Chan
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Seyed Amirhossein Tabatabaei Dakhili
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Maria Areli Lorenzana-Carrillo
- Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada; Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 2G3, Canada
| | - Keshav Gopal
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Serena M Pulente
- Department of Biochemistry, Microbiology, and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada; University of Ottawa Heart Institute, Ottawa, ON K1Y 4W7, Canada
| | - Amanda A Greenwell
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Kunyan Yang
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Christina T Saed
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Magnus J Stenlund
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Sally R Ferrari
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Indiresh A Mangra-Bala
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Tanin Shafaati
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Rakesh K Bhat
- Department of Biochemistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 2H7, Canada
| | - Farah Eaton
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Michael Overduin
- Department of Biochemistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 2H7, Canada
| | | | - Gregory R Steinberg
- Centre for Metabolism, Obesity, Diabetes Research, McMaster University, Hamilton, ON L8S 4K1, Canada; Division of Endocrinology and Metabolism, Department of Medicine, McMaster University, Hamilton, ON L8N 3Z5, Canada; Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, ON L8S 4K1, Canada
| | - Erin E Mulvihill
- Department of Biochemistry, Microbiology, and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada; University of Ottawa Heart Institute, Ottawa, ON K1Y 4W7, Canada
| | - Gopinath Sutendra
- Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada; Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 2G3, Canada
| | - John R Ussher
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada; Alberta Diabetes Institute, University of Alberta, Edmonton, AB T6G 2E1, Canada; Cardiovascular Research Institute, University of Alberta, Edmonton, AB T6G 1C9, Canada.
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3
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Su Q, Fu M, Xiao W, Zhao H, Yu Y, Feng J, Liu Y, Wan Y, Yu Y, Zhang C. Sex Differences in Doxorubicin‐Induced Cardiotoxicity: Insights from Transcriptome Analysis. ADVANCED THERAPEUTICS 2024. [DOI: 10.1002/adtp.202400036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Indexed: 01/12/2025]
Abstract
AbstractMale patients have a higher risk of cardiotoxicity following doxorubicin (DOX) treatment than female patients. However, how this difference occurs at the transcriptome level remains unclear, and the mechanisms underlying these differences are understudied. This study aimed to describe the transcriptional patterns of males and females after DOX treatment and explore the possible mechanisms of sexual differences in DOX‐induced cardiotoxicity. Following DOX treatment, male mice exhibit more severe heart damage than female mice. Transcriptome analysis of mice with and without DOX treatment showed that differentially expressed genes (DEGs) are significantly different between males and females. The majority of DEGs are sex‐specific, and more DEGs are identified in males than females. A number of genes, including the oxidation‐related genes Gdf15 and Rbm3, exhibited altered expression either in males or females. Some other genes, including the ferroptosis‐related gene Cd74, changed their expression levels in both sexes, but at different scales. Biochemical experiments suggested that cardiomyocyte oxidation and ferroptosis may contribute to the sexual dimorphism of DOX‐induced cardiotoxicity. In summary, this study shows that, after exposure to DOX, males and females respond differently regarding the expression of hundreds of genes, including Gdf15, Rbm3, and Cd74, possibly explaining the sexual differences in DOX‐induced cardiotoxicity.
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Affiliation(s)
- Qingqing Su
- Key Laboratory of Medical Electrophysiology Ministry of Education Institute of Cardiovascular Research and Institute of Metabolic Diseases Southwest Medical University Luzhou Sichuan 646000 China
| | - Min Fu
- School of Basic Medical Science Southwest Medical University Luzhou Sichuan 646000 China
| | - Wanli Xiao
- Department of Anesthesiology The Affiliated Hospital Southwest Medical University Luzhou 646000 China
| | - Huan Zhao
- Department of Oncology The First Affiliated Hospital of Zhengzhou University Zhengzhou Henan 450052 China
| | - Yang Yu
- Key Laboratory of Medical Electrophysiology Ministry of Education Institute of Cardiovascular Research and Institute of Metabolic Diseases Southwest Medical University Luzhou Sichuan 646000 China
| | - Jianguo Feng
- Department of Anesthesiology The Affiliated Hospital Southwest Medical University Luzhou 646000 China
| | - Yulin Liu
- Department of Anesthesiology The Affiliated Hospital Southwest Medical University Luzhou 646000 China
| | - Ying Wan
- School of Basic Medical Science Southwest Medical University Luzhou Sichuan 646000 China
| | - Yajun Yu
- Key Laboratory of Medical Electrophysiology Ministry of Education Institute of Cardiovascular Research and Institute of Metabolic Diseases Southwest Medical University Luzhou Sichuan 646000 China
| | - Chunxiang Zhang
- Key Laboratory of Medical Electrophysiology Ministry of Education Institute of Cardiovascular Research and Institute of Metabolic Diseases Southwest Medical University Luzhou Sichuan 646000 China
- School of Basic Medical Science Southwest Medical University Luzhou Sichuan 646000 China
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Guo S, Zhang Y, Lian J, Su C, Wang H. The role of hydrogen sulfide in the regulation of necroptosis across various pathological processes. Mol Cell Biochem 2024:10.1007/s11010-024-05090-1. [PMID: 39138751 DOI: 10.1007/s11010-024-05090-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 08/05/2024] [Indexed: 08/15/2024]
Abstract
Necroptosis is a programmed cell death form executed by receptor-interacting protein kinase (RIPK) 1, RIPK3 and mixed lineage kinase domain-like protein (MLKL), which assemble into an oligomer called necrosome. Accumulating evidence reveals that necroptosis participates in many types of pathological processes. Hence, clarifying the mechanism of necroptosis in pathological processes is particularly important for the prevention and treatment of various diseases. For over 300 years, hydrogen sulfide (H2S) has been widely known in the scientific community as a toxic and foul-smelling gas. However, after discovering the important physiological and pathological functions of H2S, human understanding of this small molecule changed, believing that H2S is the third gas signaling molecule after carbon monoxide (CO) and nitric oxide (NO). H2S plays an important role in various diseases, but the related mechanisms are not yet fully understood. In recent years, more and more studies have shown that H2S regulation of necroptosis is involved in various pathological processes. Herein, we focus on the recent progress on the role of H2S regulation of necroptosis in different pathological processes and profoundly analyze the related mechanisms.
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Affiliation(s)
- Shiyun Guo
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, 475004, Henan, China
| | - Yanting Zhang
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, 475004, Henan, China
| | - Jingwen Lian
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, 475004, Henan, China
| | - Chunqi Su
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, 475004, Henan, China
| | - Honggang Wang
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, 475004, Henan, China.
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Almohaimeed GM, Alonazi AS, Bin Dayel AF, Alshammari TK, Alghibiwi HK, Alamin MA, Almotairi AR, Alrasheed NM. Interplay between Senescence and Macrophages in Diabetic Cardiomyopathy: A Review of the Potential Role of GDF-15 and Klotho. Biomedicines 2024; 12:759. [PMID: 38672115 PMCID: PMC11048311 DOI: 10.3390/biomedicines12040759] [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: 02/24/2024] [Revised: 03/19/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
Type 2 diabetes mellitus (T2DM) is a critical health problem, with 700 million diagnoses expected worldwide by 2045. Uncontrolled high blood glucose levels can lead to serious complications, including diabetic cardiomyopathy (DCM). Diabetes induces cardiovascular aging and inflammation, increasing cardiomyopathy risk. DCM is characterized by structural and functional abnormalities in the heart. Growing evidence suggests that cellular senescence and macrophage-mediated inflammation participate in the pathogenesis and progression of DCM. Evidence indicates that growth differentiation factor-15 (GDF-15), a protein that belongs to the transforming growth factor-beta (TGF-β) superfamily, is associated with age-related diseases and exerts an anti-inflammatory role in various disease models. Although further evidence suggests that GDF-15 can preserve Klotho, a transmembrane antiaging protein, emerging research has elucidated the potential involvement of GDF-15 and Klotho in the interplay between macrophages-induced inflammation and cellular senescence in the context of DCM. This review explores the intricate relationship between senescence and macrophages in DCM while highlighting the possible contributions of GDF-15 and Klotho.
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Affiliation(s)
- Ghada M. Almohaimeed
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (G.M.A.); (A.S.A.); (A.F.B.D.); (T.K.A.); (H.K.A.); (M.A.A.)
| | - Asma S. Alonazi
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (G.M.A.); (A.S.A.); (A.F.B.D.); (T.K.A.); (H.K.A.); (M.A.A.)
| | - Anfal F. Bin Dayel
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (G.M.A.); (A.S.A.); (A.F.B.D.); (T.K.A.); (H.K.A.); (M.A.A.)
| | - Tahani K. Alshammari
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (G.M.A.); (A.S.A.); (A.F.B.D.); (T.K.A.); (H.K.A.); (M.A.A.)
| | - Hanan K. Alghibiwi
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (G.M.A.); (A.S.A.); (A.F.B.D.); (T.K.A.); (H.K.A.); (M.A.A.)
| | - Maha A. Alamin
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (G.M.A.); (A.S.A.); (A.F.B.D.); (T.K.A.); (H.K.A.); (M.A.A.)
| | - Ahmad R. Almotairi
- Department of Pathology, College of Medicine, King Saud University, Riyadh 11461, Saudi Arabia;
| | - Nouf M. Alrasheed
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (G.M.A.); (A.S.A.); (A.F.B.D.); (T.K.A.); (H.K.A.); (M.A.A.)
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WANG J, HAN LN, AI DS, WANG XY, ZHANG WJ, XU XR, LIU HB, ZHANG J, WANG P, LI X, CHEN ML. Growth differentiation factor 15 predicts cardiovascular events in stable coronary artery disease. J Geriatr Cardiol 2023; 20:527-537. [PMID: 37576485 PMCID: PMC10412535 DOI: 10.26599/1671-5411.2023.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/15/2023] Open
Abstract
BACKGROUND Growth differentiation factor 15 (GDF-15) has been explored as a potential biomarker for various inflammatory diseases and cardiovascular events. This study aimed to assess the predictive role of GDF-15 levels in cardiovascular events and all-cause mortality, considering traditional risk factors and other biomarkers. METHODS A prospective study was conducted and 3699 patients with stable coronary artery disease (CAD) were enrolled into the research. Baseline GDF-15 levels were measured. Median follow-up was 3.1 years during the study. We analyzed clinical variables and several biomarkers. Multivariable Cox regression analysis was performed to evaluate prognostic performance of GDF-15 levels in predicting myocardial infarction (MI), heart failure, stroke, cardiovascular death, and non-cardiovascular death. RESULTS Baseline GDF-15 levels for 3699 patients were grouped by quartile (≤ 1153, 1153-1888, 1888-3043, > 3043 ng/L). Higher GDF-15 levels were associated with older age, male gender, history of hypertension, and elevated levels of N-terminal pro B-type natriuretic peptide (NT-pro BNP), soluble suppression of tumorigenesis-2 (sST2), and creatine (each with P < 0.001). Adjusting for established risk factors and biomarkers in Cox proportional hazards models, a 1 standard deviation (SD) increase in GDF-15 was associated with elevated risk of clinical events [hazard ratio (HR) = 2.18, 95% confidence interval (CI): (1.52-3.11)], including: MI [HR = 2.83 95% CI: (1.03-7.74)], heart failure [HR = 2.71 95% CI: (1.18-6.23)], cardiovascular and non-cardiovascular death [HR = 2.48, 95% CI (1.49-4.11)] during the median follow up of 3.1 years. CONCLUSIONS Higher levels of GDF-15 consistently provides prognostic information for cardiovascular events and all cause death, independent of clinical risk factors and other biomarkers. GDF-15 could be considered as a valuable addition to future risk prediction model in secondary prevention for predicting clinical events in patient with stable CAD.
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Affiliation(s)
- Juan WANG
- Heart Center of Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Hypertension, Beijing, China
| | - Li-Na HAN
- Department of Cardiology, the Second Medical Center, National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China
| | - Dao-Sheng AI
- Academy for Advanced Interdisciplinary Studies, Peking University National Institute of Biological Sciences, Zhongguancun Life Science Park, Tsinghua University, Beijing, China
| | - Xin-Yu WANG
- Heart Center of Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Hypertension, Beijing, China
| | - Wan-Jing ZHANG
- Heart Center of Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Hypertension, Beijing, China
| | - Xiao-Rong XU
- Heart Center of Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Hypertension, Beijing, China
| | - Hong-Bin LIU
- Department of Cardiology, the Second Medical Center, National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China
| | - Jing ZHANG
- Heart Center of Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Hypertension, Beijing, China
| | - Pan WANG
- Heart Center of Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Hypertension, Beijing, China
| | - Xu LI
- Heart Center of Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Hypertension, Beijing, China
| | - Mu-Lei CHEN
- Heart Center of Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Hypertension, Beijing, China
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7
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Yuan S, Titova OE, Zhang K, Chen J, Li X, Klarin D, Åkesson A, Damrauer SM, Larsson SC. Circulating proteins and peripheral artery disease risk: observational and Mendelian randomization analyses. EUROPEAN HEART JOURNAL OPEN 2023; 3:oead056. [PMID: 37323297 PMCID: PMC10267302 DOI: 10.1093/ehjopen/oead056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 05/04/2023] [Accepted: 05/26/2023] [Indexed: 06/17/2023]
Abstract
Aims We conducted observational and Mendelian randomization (MR) analyses to explore the associations between blood proteins and risk of peripheral artery disease (PAD). Methods and results The observational cohort analyses included data on 257 proteins estimated in fasting blood samples from 12 136 Swedish adults aged 55-94 years who were followed up for incident PAD via the Swedish Patient Register. Mendelian randomization analyses were undertaken using cis-genetic variants strongly associated with the proteins as instrumental variables and genetic association summary statistic data for PAD from the FinnGen study (11 924 cases and 288 638 controls) and the Million Veteran Program (31 307 cases and 211 753 controls). The observational analysis, including 86 individuals diagnosed with incident PAD during a median follow-up of 6.6-year, identified 13 proteins [trefoil factor two, matrix metalloproteinase-12 (MMP-12), growth differentiation factor 15, V-set and immunoglobulin domain-containing protein two, N-terminal prohormone brain natriuretic peptide, renin, natriuretic peptides B, phosphoprotein associated with glycosphingolipid-enriched microdomains one, C-C motif chemokine 15, P-selectin, urokinase plasminogen activator surface receptor, angiopoietin-2, and C-type lectin domain family five member A] associated with the risk of PAD after multiple testing correction. Mendelian randomization analysis found associations of T-cell surface glycoprotein CD4, MMP-12, secretoglobin family 3A member 2, and ADM with PAD risk. The observational and MR associations for T-cell surface glycoprotein CD4 and MMP-12 were in opposite directions. Conclusion This study identified many circulating proteins in relation to the development of incident PAD. Future studies are needed to verify our findings and assess the predictive and therapeutic values of these proteins in PAD.
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Affiliation(s)
| | - Olga E Titova
- Unit of Medical Epidemiology, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Ke Zhang
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, China
- Westlake Intelligent Biomarker Discovery Lab, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
| | - Jie Chen
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xue Li
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Derek Klarin
- VA Palo Alto Healthcare System, 4951 Arroyo Rd, Livermore, CA 94550, USA
- Department of Surgery, Stanford University School of Medicine, Stanford University, Palo Alto, CA, USA
| | - Agneta Åkesson
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Nobels väg 13, 171 65 Solna, Stockholm, Sweden
| | - Scott M Damrauer
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Surgery & Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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8
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Mathews L, Hu X, Ding N, Ishigami J, Al Rifai M, Hoogeveen RC, Coresh J, Ballantyne CM, Selvin E, Matsushita K. Growth Differentiation Factor 15 and Risk of Bleeding Events: The Atherosclerosis Risk in Communities Study. J Am Heart Assoc 2023; 12:e023847. [PMID: 36927042 PMCID: PMC10111534 DOI: 10.1161/jaha.121.023847] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 01/05/2023] [Indexed: 03/18/2023]
Abstract
Background GDF15 (growth differentiation factor 15) is a potent predictor of bleeding in people with cardiovascular disease. However, whether GDF15 is associated with bleeding in individuals without a history of cardiovascular disease is unknown. Methods and Results The study population was from the ARIC (Atherosclerosis Risk in Communities) study. We studied the association of GDF15 with hospitalized bleeding events among 9205 participants (1993-1995) without prior bleeding and cardiovascular disease (mean age 60 years, 57% women, 21% Black). Plasma levels of GDF15 were measured in relative fluorescence units using DNA-based aptamer technology. Bleeding was ascertained using discharge codes. We examined hazard ratios (HRs) of incident bleeding using Cox models and risk prediction with the addition of GDF15 to clinical predictors of bleeding. There were 1328 hospitalizations with bleeding during a median follow-up of 22.5 years. The majority (76.5%) were because of gastrointestinal bleeding. The absolute incidence rate of bleeding per 1000 person-years was 11.64 in the highest quartile of GDF15 versus 5.22 in the lowest quartile. The highest versus lowest quartile of GDF15 demonstrated an adjusted HR of 2.00 (95% CI, 1.69-2.35) for total bleeding. The findings were consistent when we examined bleeding as the primary discharge diagnosis. The addition of GDF15 to clinical predictors of bleeding improved the C-statistic by 0.006 (0.002-0.011) from 0.684 to 0.690, P=0.008. Conclusions Higher levels of GDF15 were associated with bleeding events and improved the risk prediction beyond clinical predictors in individuals without cardiovascular disease.
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Affiliation(s)
- Lena Mathews
- Department of Epidemiology, Welch Center Department of Epidemiology, Prevention and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
- Division of CardiologyCiccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins School of MedicineBaltimoreMD
| | - Xiao Hu
- Department of Epidemiology, Welch Center Department of Epidemiology, Prevention and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
| | - Ning Ding
- Department of Epidemiology, Welch Center Department of Epidemiology, Prevention and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
| | - Junichi Ishigami
- Department of Epidemiology, Welch Center Department of Epidemiology, Prevention and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
| | - Mahmoud Al Rifai
- Division of CardiologyCiccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins School of MedicineBaltimoreMD
- Houston Methodist DeBakey Heart & Vascular CenterHoustonTX
| | - Ron C. Hoogeveen
- Department of Medicine, Section of Cardiovascular Research HoustonBaylor College of MedicineHoustonTX
| | - Josef Coresh
- Department of Epidemiology, Welch Center Department of Epidemiology, Prevention and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
| | - Christie M. Ballantyne
- Department of Medicine, Section of Cardiovascular Research HoustonBaylor College of MedicineHoustonTX
| | - Elizabeth Selvin
- Department of Epidemiology, Welch Center Department of Epidemiology, Prevention and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
| | - Kunihiro Matsushita
- Department of Epidemiology, Welch Center Department of Epidemiology, Prevention and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
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Dong X, Xie Y, Xu J, Qin Y, Zheng Q, Hu R, Zhang X, Wang W, Tian J, Yi K. Global historical retrospect and future prospects on biomarkers of heart failure: A bibliometric analysis and science mapping. Heliyon 2023; 9:e13509. [PMID: 36825183 PMCID: PMC9942007 DOI: 10.1016/j.heliyon.2023.e13509] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 01/29/2023] [Accepted: 02/02/2023] [Indexed: 02/10/2023] Open
Abstract
Introduction Heart failure is a rapidly growing public health problem and has become a major cause of hospitalization in middle-aged and older adults. Biomarkers are clinically important in managing heart failure and have attracted more attention from researchers in recent years. This study aimed to evaluate the global research of heart failure biomarkers by bibliometrics and to identify the hot spots and perspectives for further advancement. Methods Selection of relevant documents was from the Web of Science Core Collection. Microsoft Excel, VOSviewer, SciMA, and CiteSpace software were used for bibliometric analysis. Results As of October 29, 2021, 5,978 documents for heart failure biomarkers have been identified from 1989 to 2021. European Journal of Heart Failure and Circulation respectively ranked first in terms of the number of publications and the number of co-citations. A total of 5,698 institutions from 90 countries participated in these publications, with the USA leading with 2,045 documents. The most productive institution was Harvard University. Januzzi, J.L. and Maisel, A.S. were the most productive and most cited authors respectively. Natriuretic peptide, copeptin, valsartan, ferric carboxymaltose, empagliflozin, preserved ejection fraction, myocardial fibrosis, and heart transplantation were hot themes. Conclusions Extensive national and inter-institutional collaboration should be enhanced to bridge the gap between developed and less developed countries in heart failure biomarkers research. The research in this field seems to have reached a relatively mature stage, with a decrease in research fervor in recent years. The study of the natriuretic peptide family still has high centrality, with advances in the study of expression products and inflammatory markers. Cardiac fibrosis, cardiac remodeling, and therapies regarding heart failure have become hot spots.
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Affiliation(s)
- Xin Dong
- Department of Ultrasound, Gansu Provincial Hospital, Lanzhou, China,Gansu International Scientific and Technological Cooperation Base of Diagnosis and Treatment of Congenital Heart Disease, Lanzhou, China
| | - Yafei Xie
- Gansu International Scientific and Technological Cooperation Base of Diagnosis and Treatment of Congenital Heart Disease, Lanzhou, China,The First Clinical Medical College of Lanzhou University, Lanzhou, China,Key Laboratory of Evidence-Based Medicine and Knowledge Translation of Gansu Province, Lanzhou University, Lanzhou, China
| | - Jianguo Xu
- Gansu International Scientific and Technological Cooperation Base of Diagnosis and Treatment of Congenital Heart Disease, Lanzhou, China,Evidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China
| | - Yu Qin
- Evidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China
| | - Qingyong Zheng
- Evidence-Based Nursing Center, School of Nursing, Lanzhou University, Lanzhou, China
| | - Rui Hu
- The First Operating Room, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xin Zhang
- Gansu International Scientific and Technological Cooperation Base of Diagnosis and Treatment of Congenital Heart Disease, Lanzhou, China,The First School of Clinical Medicine of Gansu University of Chinese Medicine, Lanzhou, China
| | - Wenxin Wang
- Gansu International Scientific and Technological Cooperation Base of Diagnosis and Treatment of Congenital Heart Disease, Lanzhou, China,The First School of Clinical Medicine of Gansu University of Chinese Medicine, Lanzhou, China
| | - Jinhui Tian
- Key Laboratory of Evidence-Based Medicine and Knowledge Translation of Gansu Province, Lanzhou University, Lanzhou, China,Evidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China,Corresponding author. Evidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, No. 199, Donggang West Road, Lanzhou City, Gansu Province, 730000, China.
| | - Kang Yi
- Gansu International Scientific and Technological Cooperation Base of Diagnosis and Treatment of Congenital Heart Disease, Lanzhou, China,Department of Cardiovascular Surgery, Gansu Provincial Hospital, Lanzhou, China,Corresponding author. Department of Cardiovascular Surgery, Gansu Provincial Hospital, No. 204, Donggang West Road, Lanzhou City, Gansu Province,730000, China.
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Mei Y, Zhao Z, Lyu Y, Li Y. Circulating growth differentiation factor 15 levels and apolipoprotein B to apolipoprotein A1 ratio in coronary artery disease patients with type 2 diabetes mellitus. Lipids Health Dis 2022; 21:59. [PMID: 35842724 PMCID: PMC9287968 DOI: 10.1186/s12944-022-01667-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 06/29/2022] [Indexed: 12/06/2022] Open
Abstract
BACKGROUND Clinical investigations have found that there was a close association between T2DM and adverse cardiovascular events, with possible mechanisms included inflammation, apoptosis, and lipid metabolism disorders. High serum GDF-15 concentration and the apolipoprotein B/apolipoprotein A1 ratio (ApoB/ApoA1) are involved in the above-mentioned mechanisms and are thought to be related to the occurrence of adverse cardiovascular events. However, it remains unclear whether circulating GDF-15 levels and the ApoB/ApoA1 ratio are related to T2DM patients with CAD. METHODS T2DM patients with or without CAD were eligible for this study. According to the inclusion and exclusion criteria, 502 T2DM patients were enrolled between January 2021 and December 2021 and were then divided into T2DM group (n = 249) and CAD group (n = 253). The ApoB, ApoA1 and GDF-15 concentrations were measured at hospital admission and the ApoB/ApoA1 ratio was then calculated. RESULTS Compared with T2DM group, serum GDF-15 levels and ApoB/ApoA1 ratio increased in CAD group. Furthermore, a positive relationship between the occurrence of CAD in diabetic population and circulating GDF-15 concentrations and ApoB/ApoA1 ratio was observed in logistic regression analysis (p < 0.01). Restrictive cubic spline analysis after adjusted for multiple risky variables showed that serum GDF-15 or ApoB/ApoA1 ratio correlated positively with CAD. CONCLUSIONS Circulating GDF-15 levels and serum ApoB/ApoA1 ratio vary in CAD group and T2DM group. ApoB/ApoA1 and GDF-15 may be helpful for predicting the occurrence of CAD in patients with T2DM.
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Affiliation(s)
- Yufeng Mei
- Department of Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, 430060, People's Republic of China
| | - Zhiming Zhao
- Department of Geratology, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, 430060, People's Republic of China
| | - Yongnan Lyu
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, 430060, People's Republic of China
| | - Yan Li
- Department of Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, 430060, People's Republic of China.
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Komarova N, Panova O, Titov A, Kuznetsov A. Aptamers Targeting Cardiac Biomarkers as an Analytical Tool for the Diagnostics of Cardiovascular Diseases: A Review. Biomedicines 2022; 10:biomedicines10051085. [PMID: 35625822 PMCID: PMC9138532 DOI: 10.3390/biomedicines10051085] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/05/2022] [Accepted: 05/06/2022] [Indexed: 02/04/2023] Open
Abstract
The detection of cardiac biomarkers is used for diagnostics, prognostics, and the risk assessment of cardiovascular diseases. The analysis of cardiac biomarkers is routinely performed with high-sensitivity immunological assays. Aptamers offer an attractive alternative to antibodies for analytical applications but, to date, are not widely practically implemented in diagnostics and medicinal research. This review summarizes the information on the most common cardiac biomarkers and the current state of aptamer research regarding these biomarkers. Aptamers as an analytical tool are well established for troponin I, troponin T, myoglobin, and C-reactive protein. For the rest of the considered cardiac biomarkers, the isolation of novel aptamers or more detailed characterization of the known aptamers are required. More attention should be addressed to the development of dual-aptamer sandwich detection assays and to the studies of aptamer sensing in alternative biological fluids. The universalization of aptamer-based biomarker detection platforms and the integration of aptamer-based sensing to clinical studies are demanded for the practical implementation of aptamers to routine diagnostics. Nevertheless, the wide usage of aptamers for the diagnostics of cardiovascular diseases is promising for the future, with respect to both point-of-care and laboratory testing.
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