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Chen CH, Sawamura T, Akhmedov A, Tsai MH, Akyol O, Kakino A, Chiang HH, Kraler S, Lüscher TF. Evolving concepts of low-density lipoprotein: From structure to function. Eur J Clin Invest 2025; 55:e70019. [PMID: 40045739 DOI: 10.1111/eci.70019] [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: 12/03/2024] [Accepted: 02/17/2025] [Indexed: 04/23/2025]
Abstract
BACKGROUND Low-density lipoprotein (LDL) is a central player in atherogenesis and has long been referred to as 'bad cholesterol.' However, emerging evidence indicates that LDL functions in multifaceted ways beyond cholesterol transport that include roles in inflammation, immunity, and cellular signaling. Understanding LDL's structure, metabolism and function is essential for advancing cardiovascular disease research and therapeutic strategies. METHODS This narrative review examines the history, structural properties, metabolism and functions of LDL in cardiovascular health and disease. We analyze key milestones in LDL research, from its early identification to recent advancements in molecular biology and omics-based investigations. Structural and functional insights are explored through imaging, proteomic analyses and lipidomic profiling, providing a deeper understanding of LDL heterogeneity. RESULTS Low-density lipoprotein metabolism, from biosynthesis to receptor-mediated clearance, plays a crucial role in lipid homeostasis and atherogenesis. Beyond cholesterol transport, LDL contributes to plaque inflammation, modulates adaptive immunity and regulates cellular signaling pathways. Structural studies reveal its heterogeneous composition, which influences its pathogenic potential. Evolving perspectives on LDL redefine its clinical significance, affecting cardiovascular risk assessment and therapeutic interventions. CONCLUSIONS A holistic understanding of LDL biology challenges traditional perspectives and underscores its complexity in cardiovascular health. Future research should focus on further elucidating LDL's structural and functional diversity to refine risk prediction models and therapeutic strategies, ultimately improving cardiovascular outcomes.
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Affiliation(s)
- Chu-Huang Chen
- Molecular Cardiology Research Laboratories, Vascular and Medicinal Research, The Texas Heart Institute, Houston, Texas, USA
| | - Tatsuya Sawamura
- Department of Molecular Pathophysiology, Shinshu University School of Medicine, Matsumoto, Nagano, Japan
| | - Alexander Akhmedov
- Center for Molecular Cardiology, University of Zurich, Zurich, Switzerland
| | - Ming-Hsien Tsai
- Department of Child Care, College of Humanities and Social Sciences, National Pingtung University of Science and Technology, Pingtung, Taiwan
| | - Omer Akyol
- Molecular Cardiology Research Laboratories, Vascular and Medicinal Research, The Texas Heart Institute, Houston, Texas, USA
| | - Akemi Kakino
- Department of Molecular Pathophysiology, Shinshu University School of Medicine, Matsumoto, Nagano, Japan
| | - Huan-Hsing Chiang
- Molecular Cardiology Research Laboratories, Vascular and Medicinal Research, The Texas Heart Institute, Houston, Texas, USA
| | - Simon Kraler
- Center for Molecular Cardiology, University of Zurich, Zurich, Switzerland
- Department of Internal Medicine and Cardiology, Cantonal Hospital Baden, Baden, Switzerland
| | - Thomas F Lüscher
- Center for Molecular Cardiology, University of Zurich, Zurich, Switzerland
- Heart Division, Royal Brompton and Harefield Hospitals, GSTT and King's College, London, UK
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Puig N, Camps-Renom P, Hermansson M, Aguilera-Simón A, Marín R, Bautista O, Rotllan N, Blanco-Sanroman N, Domine MC, Öörni K, Sánchez-Quesada JL, Benitez S. Alterations in LDL and HDL after an ischemic stroke associated with carotid atherosclerosis are reversed after 1 year. J Lipid Res 2025; 66:100739. [PMID: 39746448 PMCID: PMC11815653 DOI: 10.1016/j.jlr.2024.100739] [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: 07/09/2024] [Revised: 12/23/2024] [Accepted: 12/24/2024] [Indexed: 01/04/2025] Open
Abstract
Approximately, 20% of ischemic strokes are attributed to the presence of atherosclerosis. Lipoproteins play a crucial role in the development of atherosclerosis, with LDL promoting atherogenesis and HDL inhibiting it. Therefore, both their concentrations and their biological properties are decisive factors in atherosclerotic processes. In this study, we examined the qualitative properties of lipoproteins in ischemic stroke patients with carotid atherosclerosis. Lipoproteins were isolated from the blood of healthy controls (n = 27) and patients with carotid atherosclerosis (n = 64) at 7 days and 1 year postischemic stroke. Compared to controls, patients' LDL 7 days poststroke showed increased levels of apoC-III, triacylglycerol, and ceramide, along with decreased cholesterol and phospholipid content. LDL from patients induced more inflammation in macrophages than did LDL from controls. HDL isolated from patients 7 days after stroke showed alterations in the apolipoprotein cargo, with reduced levels of apoA-I and increased levels of apoA-II, and apoC-III compared to controls. Patients' HDL also showed a higher electronegative charge than that of controls and partially lost its ability to counteract the modification of LDL and the inflammatory effects of modified LDL. One year after stroke onset, the composition of patients' LDL and HDL resembled those of the controls. In parallel, LDL and HDL gained positive charge, LDL became less prone to oxidation and aggregation, and HDL regained protective properties. In conclusion, LDL and HDL in ischemic stroke patients with carotid atherosclerosis exhibited alterations in composition and function, which were partially reversed 1 year after stroke.
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Affiliation(s)
- Núria Puig
- Cardiovascular Biochemistry Group, Institut de Recerca Sant Pau, (IR Sant Pau), Barcelona, Spain
| | - Pol Camps-Renom
- Stroke Unit, Department of Neurology, Hospital de La Santa Creu I Sant Pau, IR Sant Pau, Barcelona, Spain
| | - Martin Hermansson
- Atherosclerosis Research Laboratory, Wihuri Research Institute, Helsinki, Finland
| | - Ana Aguilera-Simón
- Stroke Unit, Department of Neurology, Hospital de La Santa Creu I Sant Pau, IR Sant Pau, Barcelona, Spain
| | - Rebeca Marín
- Stroke Unit, Department of Neurology, Hospital de La Santa Creu I Sant Pau, IR Sant Pau, Barcelona, Spain
| | - Olga Bautista
- Cardiovascular Biochemistry Group, Institut de Recerca Sant Pau, (IR Sant Pau), Barcelona, Spain
| | - Noemi Rotllan
- Pathophysiology of Lipid-Related Diseases, Research Institute Sant Pau (Institut de Recerca Sant Pau, IR Sant Pau), Barcelona, Spain; CIBER of Diabetes and Metabolic Diseases (CIBERDEM), Madrid, Spain
| | | | | | - Katariina Öörni
- Atherosclerosis Research Laboratory, Wihuri Research Institute, Helsinki, Finland
| | - José Luis Sánchez-Quesada
- Cardiovascular Biochemistry Group, Institut de Recerca Sant Pau, (IR Sant Pau), Barcelona, Spain; CIBER of Diabetes and Metabolic Diseases (CIBERDEM), Madrid, Spain.
| | - Sonia Benitez
- Cardiovascular Biochemistry Group, Institut de Recerca Sant Pau, (IR Sant Pau), Barcelona, Spain; CIBER of Diabetes and Metabolic Diseases (CIBERDEM), Madrid, Spain.
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3
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Wenzl FA, Wang P, Arrigo M, Parenica J, Jones DJL, Bruno F, Tarnowski D, Hartmann O, Boucek L, Lang F, Obeid S, Schober A, Kraler S, Akhmedov A, Kahles F, Schober A, Ow KW, Ministrini S, Camici GG, Bergmann A, Liberale L, Jarkovsky J, Schweiger V, Sandhu JK, von Eckardstein A, Templin C, Muller O, Ondrus T, Olic JJ, Roffi M, Räber L, Cao TH, Jungbauer CG, Ng LL, Mebazaa A, Lüscher TF. Proenkephalin improves cardio-renal risk prediction in acute coronary syndromes: the KID-ACS score. Eur Heart J 2025; 46:38-54. [PMID: 39215600 PMCID: PMC11695896 DOI: 10.1093/eurheartj/ehae602] [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: 05/02/2024] [Revised: 08/07/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND AND AIMS Circulating proenkephalin (PENK) is a stable endogenous polypeptide with fast response to glomerular dysfunction and tubular damage. This study examined the predictive value of PENK for renal outcomes and mortality in patients with acute coronary syndrome (ACS). METHODS Proenkephalin was measured in plasma in a prospective multicentre ACS cohort from Switzerland (n = 4787) and in validation cohorts from the UK (n = 1141), Czechia (n = 927), and Germany (n = 220). A biomarker-enhanced risk score (KID-ACS score) for simultaneous prediction of in-hospital acute kidney injury (AKI) and 30-day mortality was derived and externally validated. RESULTS On multivariable adjustment for established risk factors, circulating PENK remained associated with in-hospital AKI [per log2 increase: adjusted odds ratio 1.53, 95% confidence interval (CI) 1.13-2.09, P = .007] and 30-day mortality (adjusted hazard ratio 2.73, 95% CI 1.85-4.02, P < .001). The KID-ACS score integrates PENK and showed an area under the receiver operating characteristic curve (AUC) of .72 (95% CI .68-.76) for in-hospital AKI and .91 (95% CI .87-.95) for 30-day mortality in the derivation cohort. Upon external validation, KID-ACS achieved similarly high performance for in-hospital AKI (Zurich: AUC .73, 95% CI .70-.77; Czechia: AUC .75, 95% CI .68-.81; Germany: AUC .71, 95% CI .55-.87) and 30-day mortality (UK: AUC .87, 95% CI .83-.91; Czechia: AUC .91, 95% CI .87-.94; Germany: AUC .96, 95% CI .92-1.00), outperforming the contrast-associated AKI score and the Global Registry of Acute Coronary Events 2.0 score, respectively. CONCLUSIONS Circulating PENK offers incremental value for predicting in-hospital AKI and mortality in ACS. The simple six-item KID-ACS risk score integrates PENK and provides a novel tool for simultaneous assessment of renal and mortality risk in patients with ACS.
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Affiliation(s)
- Florian A Wenzl
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, 8952 Schlieren, Switzerland
- National Disease Registration and Analysis Service, NHS, London, UK
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- Department of Clinical Sciences, Karolinska Institutet, Stockholm, Sweden
| | - Peizhi Wang
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, 8952 Schlieren, Switzerland
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Mattia Arrigo
- Department of Internal Medicine, Stadtspital Zurich, Zurich, Switzerland
| | - Jiri Parenica
- Internal and Cardiology Department, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Donald J L Jones
- National Institute for Health and Care Research (NIHR) Leicester Biomedical Research Centre (BRC), Leicester, UK
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK
- Leicester van Geest Multi-OMICS Facility, University of Leicester, Leicester, UK
- Leicester Cancer Research Centre and Department of Genetics and Genome Biology, RKCSB, University of Leicester, Leicester, UK
| | - Francesco Bruno
- Division of Cardiology, Cardiovascular and Thoracic Department, Molinette Hospital, Città della Salute e della Scienza, Turin, Italy
- Royal Brompton and Harefield Hospitals, Sydney Street, London SW3 6NP, UK
| | - Daniel Tarnowski
- Department of Internal Medicine II (Cardiology), University Hospital Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | | | - Lubos Boucek
- Department of Laboratory Medicine, Division of Clinical Biochemistry, University Hospital Brno, Brno, Czechia
| | - Fabian Lang
- Department of Internal Medicine II (Cardiology), University Hospital Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Slayman Obeid
- Division of Cardiology, Department of Medicine, Basel Cantonal Hospital, Basel, Switzerland
| | - Andreas Schober
- Department of Internal Medicine II (Cardiology), University Hospital Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Simon Kraler
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, 8952 Schlieren, Switzerland
| | - Alexander Akhmedov
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, 8952 Schlieren, Switzerland
| | - Florian Kahles
- Department of Internal Medicine I, University Hospital Aachen, Pauwelsstraße 30, 52074 Aachen, Germany
| | - Alexander Schober
- Department of Internal Medicine II (Cardiology), University Hospital Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Kok Weng Ow
- National Institute for Health and Care Research (NIHR) Leicester Biomedical Research Centre (BRC), Leicester, UK
| | - Stefano Ministrini
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, 8952 Schlieren, Switzerland
| | - Giovanni G Camici
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, 8952 Schlieren, Switzerland
- Department of Research and Education, University Hospital Zurich, Zurich, Switzerland
| | | | - Luca Liberale
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, 6 viale Benedetto XV, 16132 Genoa, Italy
- IRCCS Ospedale Policlinico San Martino Genoa—Italian Cardiovascular Network, L.go R. Benzi 10, 16132 Genoa, Italy
| | - Jiri Jarkovsky
- Institute of Health Information and Statistics of the Czech Republic, Prague, Czechia
- Faculty of Medicine, Institute of Biostatistics and Analysis, Masaryk University, Brno, Czechia
| | - Victor Schweiger
- Department of Cardiology, University Hospital Zurich, Zurich, Switzerland
| | - Jatinderpal K Sandhu
- National Institute for Health and Care Research (NIHR) Leicester Biomedical Research Centre (BRC), Leicester, UK
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK
- Leicester van Geest Multi-OMICS Facility, University of Leicester, Leicester, UK
| | - Arnold von Eckardstein
- Institute of Clinical Chemistry, University Hospital Zurich and University of Zuich, Zurich, Switzerland
| | - Christian Templin
- Department of Cardiology, University Hospital Zurich, Zurich, Switzerland
| | - Olivier Muller
- Service of Cardiology, Lausanne University Hospital, Lausanne, Switzerland
| | - Tomas Ondrus
- Internal and Cardiology Department, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Janet-Jacqueline Olic
- Department of Internal Medicine II (Cardiology), University Hospital Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Marco Roffi
- Department of Cardiology, Geneva University Hospital, Geneva, Switzerland
| | - Lorenz Räber
- Department of Cardiology, Cardiovascular Center, University Hospital Bern, Bern, Switzerland
| | - Thong H Cao
- National Institute for Health and Care Research (NIHR) Leicester Biomedical Research Centre (BRC), Leicester, UK
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK
- Leicester van Geest Multi-OMICS Facility, University of Leicester, Leicester, UK
| | - Carsten G Jungbauer
- Department of Internal Medicine II (Cardiology), University Hospital Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Leong L Ng
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK
- Leicester van Geest Multi-OMICS Facility, University of Leicester, Leicester, UK
| | - Alexandre Mebazaa
- Université Paris Cité, INSERM UMR-S 942(MASCOT), Paris, France
- Department of Anesthesiology and Critical Care and Burn Unit, Saint-Louis and Lariboisière Hospitals, FHU PROMICE, DMU Parabol, APHP.Nord, Paris, France
| | - Thomas F Lüscher
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, 8952 Schlieren, Switzerland
- Royal Brompton and Harefield Hospitals, Sydney Street, London SW3 6NP, UK
- National Heart and Lung Institute, Imperial College, London, UK
- School of Cardiovascular Medicine and Sciences, Kings College London, London, UK
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4
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van der Stouwe JG, Godly K, Kraler S, Godly J, Matter CM, Wenzl FA, von Eckardstein A, Räber L, Mach F, Obeid S, Templin C, Lüscher TF, Niederseer D. Body temperature, systemic inflammation and risk of adverse events in patients with acute coronary syndromes. Eur J Clin Invest 2024; 54:e14314. [PMID: 39350322 DOI: 10.1111/eci.14314] [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: 05/26/2024] [Accepted: 08/18/2024] [Indexed: 11/20/2024]
Abstract
BACKGROUND Inflammatory processes can trigger acute coronary syndromes (ACS) which may increase core body temperature (BT), a widely available low-cost marker of systemic inflammation. Herein, we aimed to delineate baseline characteristics of ST-segment elevation myocardial infarction (STEMI) and non-ST-segment elevation ACS (NSTE-ACS) patients stratified by initial BT and to assess its predictive utility towards major adverse cardiovascular events (MACE) after the index ACS. METHODS From 2012 until 2017, a total of 1044 ACS patients, 517 with STEMI and 527 with NSTE-ACS, were prospectively recruited at the University Hospital Zurich. BT was measured by digital tympanic thermometer along with high-sensitivity C-reactive protein (hs-CRP) and cardiac troponin-T (hs-cTnT) levels prior to coronary angiography. Patients were stratified according to initial BT and uni- and multivariable regression models were fit to assess associations of BT with future MACE risk. RESULTS Among patients with STEMI, BT was not predictive of 1-year MACE, but a U-shaped relationship between BT and MACE risk was noted in those with NSTE-ACS (p = .029), translating into a 2.4-fold (HR, 2.44, 95% CI, 1.16-5.16) increased 1-year MACE risk in those with BT >36.8°C (reference: 36.6-36.8°C). Results remained robust in multivariable-adjusted analyses accounting for sex, age, diabetes, renal function and hs-cTnT. However, when introducing hs-CRP, the BT-MACE association did not prevail. CONCLUSIONS In prospectively recruited patients with ACS, initial BT shows a U-shaped relationship with 1-year MACE risk among those with NSTE-ACS, but not in those with STEMI. BT is a broadly available low-cost marker to identify ACS patients with high inflammatory burden, at high risk for recurrent ischaemic events, and thus potentially suitable for an anti-inflammatory intervention. REGISTRATION ClinicalTrials.gov Identifier: NCT01000701.
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Affiliation(s)
- Jan Gerrit van der Stouwe
- University Heart Center, University Hospital Zurich, Zurich, Switzerland
- Department of Cardiology, Cardiovascular Research Institute Basel, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Konstantin Godly
- University Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Simon Kraler
- Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
- Department of Cardiology and Internal Medicine, Cantonal Hospital Baden, Baden, Switzerland
| | - Julia Godly
- University Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Christian M Matter
- University Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Florian A Wenzl
- Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
- National Disease Registration and Analysis Service, NHS, London, UK
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- Department of Clinical Sciences, Karolinska Institutet, Stockholm, Sweden
| | | | - Lorenz Räber
- Department of Cardiology, Inselspital Bern, Bern, Switzerland
| | - François Mach
- Department of Cardiology, University Hospital Geneva, Geneva, Switzerland
| | - Slayman Obeid
- Department of Cardiology, Kantonsspital Liestal, Liestal, Switzerland
| | - Christian Templin
- University Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Thomas F Lüscher
- Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
- Royal Brompton and Harefield Hospitals and Imperial College, London, UK
- Cardiovascular Academic Group, Kings College London, London, UK
| | - David Niederseer
- University Heart Center, University Hospital Zurich, Zurich, Switzerland
- Hochgebirgsklinik, Medicine Campus Davos, Davos, Switzerland
- Christine Kühne Center for Allergy Research and Education (CK-CARE), Medicine Campus Davos, Davos, Switzerland
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5
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Chen H, Lai H, Chi H, Fan W, Huang J, Zhang S, Jiang C, Jiang L, Hu Q, Yan X, Chen Y, Zhang J, Yang G, Liao B, Wan J. Multi-modal transcriptomics: integrating machine learning and convolutional neural networks to identify immune biomarkers in atherosclerosis. Front Cardiovasc Med 2024; 11:1397407. [PMID: 39660117 PMCID: PMC11628520 DOI: 10.3389/fcvm.2024.1397407] [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: 03/27/2024] [Accepted: 11/06/2024] [Indexed: 12/12/2024] Open
Abstract
BACKGROUND Atherosclerosis, a complex chronic vascular disorder with multifactorial etiology, stands as the primary culprit behind consequential cardiovascular events, imposing a substantial societal and economic burden. Nevertheless, our current understanding of its pathogenesis remains imprecise. In this investigation, our objective is to establish computational models elucidating molecular-level markers associated with atherosclerosis. This endeavor involves the integration of advanced machine learning techniques and comprehensive bioinformatics analyses. MATERIALS AND METHODS Our analysis incorporated data from three publicly available the Gene Expression Omnibus (GEO) datasets: GSE100927 (104 samples, 30,558 genes), which includes atherosclerotic lesions and control arteries from carotid, femoral, and infra-popliteal arteries of deceased organ donors; GSE43292 (64 samples, 23,307 genes), consisting of paired carotid endarterectomy samples from 32 hypertensive patients, comparing atheroma plaques and intact tissues; and GSE159677 (30,498 single cells, 33,538 genes), examining single-cell transcriptomes of calcified atherosclerotic core plaques and adjacent carotid artery tissues from patients undergoing carotid endarterectomy. Utilizing single-cell sequencing, highly variable atherosclerotic monocyte subpopulations were systematically identified. We analyzed cellular communication patterns with temporal dynamics. The bioinformatics approach Weighted Gene Co-expression Network Analysis (WGCNA) identified key modules, constructing a Protein-Protein Interaction (PPI) network from module-associated genes. Three machine-learning models derived marker genes, formulated through logistic regression and validated via convolutional neural network(CNN) modeling. Subtypes were clustered based on Gene Set Variation Analysis (GSVA) scores, validated through immunoassays. RESULTS Three pivotal atherosclerosis-associated genes-CD36, S100A10, CSNK1A1-were unveiled, offering valuable clinical insights. Profiling based on these genes delineated two distinct isoforms: C2 demonstrated potent microbicidal activity, while C1 engaged in inflammation regulation, tissue repair, and immune homeostasis. Molecular docking analyses explored therapeutic potential for Estradiol, Zidovudine, Indinavir, and Dronabinol for clinical applications. CONCLUSION This study introduces three signature genes for atherosclerosis, shaping a novel paradigm for investigating clinical immunological medications. It distinguishes the high biocidal C2 subtype from the inflammation-modulating C1 subtype, utilizing identified signature gene as crucial targets.
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Affiliation(s)
- Haiqing Chen
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Haotian Lai
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Hao Chi
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Wei Fan
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- Metabolic Vascular Diseases Key Laboratory of Sichuan Province, Key Laboratory of Cardiovascular Remodeling and Dysfunction, Department of Cardiovascular Surgery, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- Key Laboratory of Medical Electrophysiology, Ministry of Education & Medical Electrophysiological Key Laboratory of Sichuan Province, (Collaborative Innovation Center for Prevention of Cardiovascular Diseases), Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China
| | - Jinbang Huang
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Shengke Zhang
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Chenglu Jiang
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Lai Jiang
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Qingwen Hu
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Xiuben Yan
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Yemeng Chen
- New York College of Traditional Chinese Medicine, Mineola, NY, United States
| | - Jieying Zhang
- First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Guanhu Yang
- Department of Specialty Medicine, Ohio University, Athens, OH, United States
| | - Bin Liao
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- Metabolic Vascular Diseases Key Laboratory of Sichuan Province, Key Laboratory of Cardiovascular Remodeling and Dysfunction, Department of Cardiovascular Surgery, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- Key Laboratory of Medical Electrophysiology, Ministry of Education & Medical Electrophysiological Key Laboratory of Sichuan Province, (Collaborative Innovation Center for Prevention of Cardiovascular Diseases), Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China
| | - Juyi Wan
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- Metabolic Vascular Diseases Key Laboratory of Sichuan Province, Key Laboratory of Cardiovascular Remodeling and Dysfunction, Department of Cardiovascular Surgery, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- Key Laboratory of Medical Electrophysiology, Ministry of Education & Medical Electrophysiological Key Laboratory of Sichuan Province, (Collaborative Innovation Center for Prevention of Cardiovascular Diseases), Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China
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6
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Wang Y, Zeller M, Auffret V, Georgiopoulos G, Räber L, Roffi M, Templin C, Muller O, Liberale L, Ministrini S, Stamatelopoulos K, Stellos K, Camici GG, Montecucco F, Rickli H, Maza M, Radovanovic D, Cottin Y, Chague F, Niederseer D, Lüscher TF, Kraler S. Sex-specific prediction of cardiogenic shock after acute coronary syndromes: the SEX-SHOCK score. Eur Heart J 2024; 45:4564-4578. [PMID: 39217456 PMCID: PMC11560280 DOI: 10.1093/eurheartj/ehae593] [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: 07/10/2024] [Revised: 08/05/2024] [Accepted: 08/21/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND AND AIMS Cardiogenic shock (CS) remains the primary cause of in-hospital death after acute coronary syndromes (ACS), with its plateauing mortality rates approaching 50%. To test novel interventions, personalized risk prediction is essential. The ORBI (Observatoire Régional Breton sur l'Infarctus) score represents the first-of-its-kind risk score to predict in-hospital CS in ACS patients undergoing percutaneous coronary intervention (PCI). However, its sex-specific performance remains unknown, and refined risk prediction strategies are warranted. METHODS This multinational study included a total of 53 537 ACS patients without CS on admission undergoing PCI. Following sex-specific evaluation of ORBI, regression and machine-learning models were used for variable selection and risk prediction. By combining best-performing models with highest-ranked predictors, SEX-SHOCK was developed, and internally and externally validated. RESULTS The ORBI score showed lower discriminative performance for the prediction of CS in females than males in Swiss (area under the receiver operating characteristic curve [95% confidence interval]: 0.78 [0.76-0.81] vs. 0.81 [0.79-0.83]; P =.048) and French ACS patients (0.77 [0.74-0.81] vs. 0.84 [0.81-0.86]; P = .002). The newly developed SEX-SHOCK score, now incorporating ST-segment elevation, creatinine, C-reactive protein, and left ventricular ejection fraction, outperformed ORBI in both sexes (females: 0.81 [0.78-0.83]; males: 0.83 [0.82-0.85]; P < .001), which prevailed following internal and external validation in RICO (females: 0.82 [0.79-0.85]; males: 0.88 [0.86-0.89]; P < .001) and SPUM-ACS (females: 0.83 [0.77-0.90], P = .004; males: 0.83 [0.80-0.87], P = .001). CONCLUSIONS The ORBI score showed modest sex-specific performance. The novel SEX-SHOCK score provides superior performance in females and males across the entire spectrum of ACS, thus providing a basis for future interventional trials and contemporary ACS management.
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Affiliation(s)
- Yifan Wang
- Center for Molecular Cardiology, University of Zurich, Wagistreet 12, 8952 Schlieren, Switzerland
| | - Marianne Zeller
- Department of Cardiology, CHU Dijon Bourgogne, Dijon, France
- Physiolopathologie et Epidémiologie Cérébro-Cardiovasculaire (PEC2), EA 7460, Univ Bourgogne, Dijon, France
| | - Vincent Auffret
- Inserm LTSI U1099, Université de Rennes 1, CHU Rennes Service de Cardiologie, Rennes, France
| | - Georgios Georgiopoulos
- Department of Physiology, School of Medicine, University of Patras, Patras, Greece
- Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London, UK
| | - Lorenz Räber
- Department of Cardiology, Swiss Heart Center, Inselspital Bern, Bern, Switzerland
| | - Marco Roffi
- Department of Cardiology, Geneva University Hospitals, Geneva, Switzerland
| | - Christian Templin
- Department of Internal Medicine B, University Medicine Greifswald, Greifswald, Germany
- Department of Cardiology, University Heart Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Olivier Muller
- Department of Cardiology, Lausanne University Hospital-CHUV, Lausanne, Switzerland
| | - Luca Liberale
- Department of Internal Medicine, First Clinic of Internal Medicine, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino Genoa—Italian Cardiovascular Network, Genoa, Italy
| | - Stefano Ministrini
- Center for Molecular Cardiology, University of Zurich, Wagistreet 12, 8952 Schlieren, Switzerland
| | - Kimon Stamatelopoulos
- Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Konstantinos Stellos
- Department of Cardiovascular Research, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Department of Cardiology, Angiology, Haemostaseology and Medical Intensive Care, University Medical Centre Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Mannheim, Germany
- Helmholtz Institute for Translational AngioCardioScience (HI-TAC), MDC, Heidelberg University, Heidelberg, Germany
- Faculty of Medical Sciences, Biosciences Institute, Vascular Biology and Medicine Theme, Newcastle University, Newcastle upon Tyne, UK
| | - Giovanni G Camici
- Center for Molecular Cardiology, University of Zurich, Wagistreet 12, 8952 Schlieren, Switzerland
| | - Fabrizio Montecucco
- Department of Internal Medicine, First Clinic of Internal Medicine, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino Genoa—Italian Cardiovascular Network, Genoa, Italy
| | - Hans Rickli
- Cardiology Department, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Maud Maza
- Department of Cardiology, CHU Dijon Bourgogne, Dijon, France
| | - Dragana Radovanovic
- AMIS Plus Data Centre, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | - Yves Cottin
- Department of Cardiology, CHU Dijon Bourgogne, Dijon, France
| | - Frédéric Chague
- Department of Cardiology, CHU Dijon Bourgogne, Dijon, France
| | - David Niederseer
- Hochgebirgsklinik, Medicine Campus Davos, Herman-Burchard-Strasse 1, Davos 7270, Switzerland
- Christine Kühne Center for Allergy Research and Education (CK-CARE), Medicine Campus Davos, Davos, Switzerland
| | - Thomas F Lüscher
- Center for Molecular Cardiology, University of Zurich, Wagistreet 12, 8952 Schlieren, Switzerland
- Royal Brompton and Harefield Hospitals, Guy's and St Thomas' NHS Foundation Trust, Heart Division and Cardiovascular Academic Group, King’s College, London, UK
| | - Simon Kraler
- Center for Molecular Cardiology, University of Zurich, Wagistreet 12, 8952 Schlieren, Switzerland
- Department of Cardiology and Internal Medicine, Cantonal Hospital Baden, Im Ergel 1, 5404 Baden, Switzerland
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7
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Kraler S, Liberale L, Nopp S, Englisch C, Grilz E, Lapikova-Bryhinska T, Akhmedov A, Carbone F, Ramoni D, Tirandi A, Scuricini A, Isoppo S, Tortorella C, La Rosa F, Michelauz C, Frè F, Gavoci A, Lisa A, Suter TM, von Eckardstein A, Wenzl FA, Pabinger I, Lüscher TF, Montecucco F, Ay C, Moik F. Biomarker-enhanced cardiovascular risk prediction in patients with cancer: a prospective cohort study. J Thromb Haemost 2024; 22:3125-3136. [PMID: 39223063 DOI: 10.1016/j.jtha.2024.07.019] [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: 05/06/2024] [Revised: 07/23/2024] [Accepted: 07/29/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Continuously improving cancer-specific survival puts a growing proportion of cancer patients at risk of major adverse cardiovascular events (MACE), but tailored tools for cardiovascular risk prediction remain unavailable. OBJECTIVES To assess a broad panel of cardiovascular biomarkers and risk factors for the prediction of MACE and cardiovascular death in cancer patients. METHODS In total, 2192 patients with newly diagnosed or recurrent cancer were followed prospectively for the occurrence of 2-year MACE and 5-year cardiovascular death. Univariable and multivariable risk models were fit to assess independent associations of cardiovascular risk factors and biomarkers with adverse outcomes, and a risk score was developed. RESULTS Traditional cardiovascular risk factors and selected cancer types were linked to higher MACE risk. While levels of Lp(a), CRP, and GDF-15 did not associate with MACE, levels of ICAM-1, P-/E-/L-selectins, and NT-proBNP were independently linked to 2-year MACE risk. A clinical risk score was derived, assigning +1 point for male sex, smoking, and age of ≥60 years and +2 points for atherosclerotic disease, yielding a bootstrapped C-statistic of 0.76 (95% CI: 0.71-0.81) for the prediction of 2-year MACE. Implementation of biomarker data conferred improved performance (0.83, 95% CI: 0.78-0.88), with a simplified model showing similar performance (0.80, 95% CI: 0.74-0.86). The biomarker-enhanced and simplified prediction models achieved a C-statistic of 0.82 (95% CI: 0.71-0.93) and 0.74 (95% CI: 0.64-0.83) for the prediction of 5-year cardiovascular death. CONCLUSION Biomarker-enhanced risk prediction strategies allow the identification of cancer patients at high risk of MACE and cardiovascular death. While external validation studies are ongoing, this first-of-its-kind risk score may provide the basis for personalized cardiovascular risk assessment across cancer entities.
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Affiliation(s)
- Simon Kraler
- Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland; Department of Internal Medicine, Cantonal Hospital Baden, Baden, Switzerland. https://twitter.com/KralerSimon
| | - Luca Liberale
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino Genoa - Italian Cardiovascular Network, Genoa, Italy. https://twitter.com/liberale_luca
| | - Stephan Nopp
- Department of Medicine I, Clinical Division of Haematology and Haemostaseology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Cornelia Englisch
- Department of Medicine I, Clinical Division of Haematology and Haemostaseology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Ella Grilz
- Department of Medicine I, Clinical Division of Haematology and Haemostaseology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | | | - Alexander Akhmedov
- Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
| | - Federico Carbone
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino Genoa - Italian Cardiovascular Network, Genoa, Italy. https://twitter.com/CarboneF82
| | - Davide Ramoni
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Amedeo Tirandi
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Alessandro Scuricini
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Simone Isoppo
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Curzia Tortorella
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Federica La Rosa
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Cristina Michelauz
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Federica Frè
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Aurora Gavoci
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Anna Lisa
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Thomas M Suter
- Lindenhofgruppe, Bern and Department of Cardiology, Bern University Hospital, University of Bern, Bern, Switzerland
| | | | - Florian A Wenzl
- Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland. https://twitter.com/wenzl_florian
| | - Ingrid Pabinger
- Department of Medicine I, Clinical Division of Haematology and Haemostaseology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Thomas F Lüscher
- Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland; Royal Brompton and Harefield Hospitals and Imperial College, London, United Kingdom; School of Cardiovascular Medicine and Sciences, Kings College London, London, United Kingdom. https://twitter.com/TomLuscher
| | - Fabrizio Montecucco
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino Genoa - Italian Cardiovascular Network, Genoa, Italy
| | - Cihan Ay
- Department of Medicine I, Clinical Division of Haematology and Haemostaseology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria.
| | - Florian Moik
- Department of Medicine I, Clinical Division of Haematology and Haemostaseology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria; Department of Internal Medicine, Division of Oncology, Medical University of Graz, Graz, Austria. https://twitter.com/FlorianMoik
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8
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Bruno F, Wenzl FA, De Filippo O, Kraler S, Giacobbe F, Roffi M, Muller O, Räber L, Templin C, De Ferrari GM, D'Ascenzo F, Lüscher TF. Safety and effectiveness of glycoprotein IIb/IIIa inhibitors in acute coronary syndromes: insights from the SPUM-ACS study. EUROPEAN HEART JOURNAL. CARDIOVASCULAR PHARMACOTHERAPY 2024; 10:391-402. [PMID: 38604747 DOI: 10.1093/ehjcvp/pvae024] [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: 03/06/2024] [Revised: 03/26/2024] [Accepted: 04/10/2024] [Indexed: 04/13/2024]
Abstract
AIMS Data on glycoprotein IIb/IIIa inhibitor (GPI) use in real-world acute coronary syndrome (ACS) patients following the introduction of potent P2Y12 inhibitors and newer-generation stents are scant. Here, we aimed to assess the utilization, effectiveness, and safety of GPI in a large prospective multicentre cohort of contemporary ACS patients. METHODS AND RESULTS SPUM-ACS prospectively recruited patients presenting with ACS between 2009 and 2017. The primary endpoint of the present study was major adverse cardiovascular events (MACE), a composite of all-cause death, non-fatal myocardial infarction, and non-fatal stroke at 1 year. Secondary endpoints were defined as any bleeding events, Bleeding Academic Research Consortium (BARC) 3-5 bleeding, and net adverse cardiovascular events (NACE). A total of 4395 ACS patients were included in the analysis. GPI-treated patients had more total coronary artery occlusion (56% vs. 35%, P < 0.001) and thrombus (60% vs. 35%, P < 0.001) at angiography. Among the propensity score-matched (PSM) population (1992 patients equally split into two groups), GPI-treated patients showed lower risk of MACE [PSM adjusted hazard ratio (HR) 0.70, 95% CI 0.49-0.99], but a higher risk of any (PSM adjusted HR 1.46, 95% CI 1.06-1.99) and major bleedings (PSM adjusted HR 1.73, 95% CI 1.09-2.76), resulting in a neutral effect on NACE (PSM adjusted HR 0.87, 95% CI 0.65-1.17). These results remained consistent across all subgroups. CONCLUSIONS In patients with ACS undergoing percutaneous coronary intervention and receiving potent P2Y12 inhibitors, we observed a reduced risk of MACE and an increased risk of major bleedings at 1 year in patients treated with GPI. Although the routine use of GPI is currently not recommended, they might be considered in selected patients following a personalized balancing between ischaemic and bleeding risks.
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Affiliation(s)
- Francesco Bruno
- Royal Brompton & Harefield Hospitals, Imperial College and King's College, Sydney Street, London SW3 6NP, UK
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza, Turin 10126, Italy; Cardiology, Department of Medical Sciences, University of Turin, Italy
| | - Florian A Wenzl
- Center for Molecular Cardiology, University of Zurich, Zurich, Switzerland
| | - Ovidio De Filippo
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza, Turin 10126, Italy; Cardiology, Department of Medical Sciences, University of Turin, Italy
| | - Simon Kraler
- Center for Molecular Cardiology, University of Zurich, Zurich, Switzerland
- Department of Internal Medicine, Cantonal Hospital of Baden, Baden, Switzerland
| | - Federico Giacobbe
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza, Turin 10126, Italy; Cardiology, Department of Medical Sciences, University of Turin, Italy
| | - Marco Roffi
- Division of Cardiology, Department of Medicine, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Olivier Muller
- Department of Cardiology, University Hospital of Lausanne, 1011 Lausanne, Switzerland
| | - Lorenz Räber
- Department of Cardiology, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
| | - Christian Templin
- Department of Cardiology, University Heart Center, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Gaetano Maria De Ferrari
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza, Turin 10126, Italy; Cardiology, Department of Medical Sciences, University of Turin, Italy
| | - Fabrizio D'Ascenzo
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza, Turin 10126, Italy; Cardiology, Department of Medical Sciences, University of Turin, Italy
| | - Thomas F Lüscher
- Royal Brompton & Harefield Hospitals, Imperial College and King's College, Sydney Street, London SW3 6NP, UK
- Center for Molecular Cardiology, University of Zurich, Zurich, Switzerland
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9
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Hansen MK, Mortensen MB, Olesen KKW, Thrane PG, Thomsen RW, Maeng M. Non-HDL cholesterol and residual cardiovascular risk in statin-treated patients with and without diabetes: the Western Denmark Heart Registry. Eur J Prev Cardiol 2024; 31:1238-1248. [PMID: 38513361 DOI: 10.1093/eurjpc/zwae119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 02/28/2024] [Accepted: 03/19/2024] [Indexed: 03/23/2024]
Abstract
AIMS Assessment of residual cardiovascular risk in statin-treated patients with atherosclerotic cardiovascular disease (ASCVD) is pivotal for optimizing secondary preventive therapies. This study investigates if non-high-density lipoprotein cholesterol (non-HDL-C) is associated with residual ASCVD risk in statin-treated ischaemic heart disease (IHD) patients with and without diabetes. METHODS AND RESULTS Using the Western Denmark Heart Registry, we identified statin-treated patients with IHD examined by coronary angiography (CAG) from 2011 to 2020. Non-HDL-C was assessed within 1 year after CAG. Outcomes were ASCVD (myocardial infarction, ischaemic stroke, and cardiovascular death) and all-cause death. Cox regression analyses obtained hazard ratios (HRs) adjusted for age, sex, smoking, and hypertension. A total of 42 057 patients were included: 8196 patients with diabetes and 33 861 without diabetes. During the median 4.6 years of follow-up, event rates per 1000 person-years of ASCVD were 28.8 (27.1-30.5) and 17.2 (16.5-17.8) among patients with and without diabetes. In patients with diabetes, the adjusted HRs of ASCVD as compared with non-HDL-C < 25th percentile were 1.0 (0.9-1.2), 1.3 (1.1-1.6), and 1.6 (1.2-2.1) for patients in the 25th-74th, 75th-94th, and ≥95th percentiles. In patients without diabetes, the corresponding adjusted HRs were 1.1 (0.9-1.1), 1.2 (1.1-1.4), and 1.7 (1.4-2.0). Results were consistent across sex, age, clinical presentation, and low-density lipoprotein cholesterol strata. CONCLUSION In statin-treated IHD patients with and without diabetes, non-HDL-C, especially above the 75th percentile, is associated with residual cardiovascular risk. These results have implications for secondary prevention, targeting patients who may benefit most from intensified preventive therapy.
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Affiliation(s)
- Malene Kærslund Hansen
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 69, 8200 Aarhus, Denmark
- Department of Clinical Medicine, Health, Aarhus University, Palle Juul-Jensens Boulevard 99, 8200 Aarhus N, Denmark
| | - Martin Bødtker Mortensen
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 69, 8200 Aarhus, Denmark
- John Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, John Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Pernille Gro Thrane
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 69, 8200 Aarhus, Denmark
| | - Reimar Wernich Thomsen
- Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Aarhus, Denmark
| | - Michael Maeng
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 69, 8200 Aarhus, Denmark
- Department of Clinical Medicine, Health, Aarhus University, Palle Juul-Jensens Boulevard 99, 8200 Aarhus N, Denmark
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10
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Wang G, Xia M, Liang C, Pu F, Liu S, Jia D. Prognostic value of elevated lipoprotein (a) in patients with acute coronary syndromes: a systematic review and meta-analysis. Front Cardiovasc Med 2024; 11:1362893. [PMID: 38784168 PMCID: PMC11112025 DOI: 10.3389/fcvm.2024.1362893] [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: 12/29/2023] [Accepted: 04/24/2024] [Indexed: 05/25/2024] Open
Abstract
Background Elevated lipoprotein (a) level was recognized as an independent risk factor for significant adverse cardiovascular events in acute coronary syndrome (ACS) patients. Despite this recognition, the consensus in the literature regarding the prognostic significance of elevated lipoprotein (a) in ACS was also limited. Consequently, we conducted a thorough systematic review and meta-analysis to evaluate the prognostic relevance of elevated lipoprotein (a) level in individuals diagnosed with ACS. Methods and results A thorough literature review was conducted by systematically searching PubMed, Embase, and Cochrane databases until September 2023. This review specifically examined cohort studies exploring the prognostic implications of elevated lipoprotein (a) level in relation to major adverse cardiovascular events (MACE), including death, stroke, non-fatal myocardial infarction (MI), and coronary revascularization, in patients with ACS. The meta-analysis utilized aggregated multivariable hazard ratios (HR) and their respective 95% confidence intervals (CI) to evaluate prognostic implications between high and low lipoprotein (a) levels [the cut-off of high lipoprotein (a) level varies from 12.5 to 60 mg/dl]. Among 18,168 patients in the identified studies, elevated lipoprotein (a) was independently associated with increased MACE risk (HR 1.26; 95% CI: 1.17-1.35, P < 0.00001) and all-cause mortality (HR 1.36; 95% CI: 1.05-1.76, P = 0.02) in ACS patients. In summary, elevated lipoprotein (a) levels independently forecast MACE and all-cause mortality in ACS patients. Assessing lipoprotein (a) levels appears promising for risk stratification in ACS, offering valuable insights for tailoring secondary prevention strategies. Systematic Review Registration PROSPERO (CRD42023476543).
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Affiliation(s)
- Guochun Wang
- The Clinical College of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Maoyin Xia
- The Clinical College of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Cai Liang
- The Clinical College of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Feng Pu
- The Clinical College of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Sitai Liu
- Department of General Practice, Sichuan Mianyang 404 Hospital, The Second Affiliated Hospital of North Sichuan Medical College, Mianyang, Sichuan, China
| | - Dongxia Jia
- Department of General Practice, Sichuan Mianyang 404 Hospital, The Second Affiliated Hospital of North Sichuan Medical College, Mianyang, Sichuan, China
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11
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Dong Z, Hou L, Luo W, Pan LH, Li X, Tan HP, Wu RD, Lu H, Yao K, Mu MD, Gao CS, Weng XY, Ge JB. Myocardial infarction drives trained immunity of monocytes, accelerating atherosclerosis. Eur Heart J 2024; 45:669-684. [PMID: 38085922 DOI: 10.1093/eurheartj/ehad787] [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: 11/03/2022] [Revised: 09/28/2023] [Accepted: 11/16/2023] [Indexed: 03/03/2024] Open
Abstract
BACKGROUND AND AIMS Survivors of acute coronary syndromes face an elevated risk of recurrent atherosclerosis-related vascular events despite advanced medical treatments. The underlying causes remain unclear. This study aims to investigate whether myocardial infarction (MI)-induced trained immunity in monocytes could sustain proatherogenic traits and expedite atherosclerosis. METHODS Apolipoprotein-E deficient (ApoE-/-) mice and adoptive bone marrow transfer chimeric mice underwent MI or myocardial ischaemia-reperfusion (IR). A subsequent 12-week high-fat diet (HFD) regimen was implemented to elucidate the mechanism behind monocyte trained immunity. In addition, classical monocytes were analysed by flow cytometry in the blood of enrolled patients. RESULTS In MI and IR mice, blood monocytes and bone marrow-derived macrophages exhibited elevated spleen tyrosine kinase (SYK), lysine methyltransferase 5A (KMT5A), and CCHC-type zinc finger nucleic acid-binding protein (CNBP) expression upon exposure to a HFD or oxidized LDL (oxLDL) stimulation. MI-induced trained immunity was transmissible by transplantation of bone marrow to accelerate atherosclerosis in naive recipients. KMT5A specifically recruited monomethylation of Lys20 of histone H4 (H4K20me) to the gene body of SYK and synergistically transactivated SYK with CNBP. In vivo small interfering RNA (siRNA) inhibition of KMT5A or CNBP potentially slowed post-MI atherosclerosis. Sympathetic denervation with 6-hydroxydopamine reduced atherosclerosis and inflammation after MI. Classical monocytes from ST-elevation MI (STEMI) patients with advanced coronary lesions expressed higher SYK and KMT5A gene levels. CONCLUSIONS The findings underscore the crucial role of monocyte trained immunity in accelerated atherosclerosis after MI, implying that SYK in blood classical monocytes may serve as a predictive factor for the progression of atherosclerosis in STEMI patients.
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Affiliation(s)
- Zheng Dong
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Cardiovascular Diseases, 180 Fenglin Road, Shanghai 200032, China
- Key Laboratory of Viral Heart Diseases, National Health Commission, Shanghai, China
- Key Laboratory of Viral Heart Diseases, Chinese Academy of Medical Sciences, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Lei Hou
- Institute of Cardiovascular Diseases, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111 XianXia Road, Shanghai, China
- Department of Cardiology, Songjiang Hospital Affiliated to Shanghai Jiao Tong University School of Medicine (Preparatory Stage), Shanghai 201600, China
| | - Wei Luo
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Cardiovascular Diseases, 180 Fenglin Road, Shanghai 200032, China
- Key Laboratory of Viral Heart Diseases, National Health Commission, Shanghai, China
- Key Laboratory of Viral Heart Diseases, Chinese Academy of Medical Sciences, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Li-Hong Pan
- Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, MS, USA
| | - Xiao Li
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Cardiovascular Diseases, 180 Fenglin Road, Shanghai 200032, China
- Key Laboratory of Viral Heart Diseases, National Health Commission, Shanghai, China
- Key Laboratory of Viral Heart Diseases, Chinese Academy of Medical Sciences, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Hai-Peng Tan
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Cardiovascular Diseases, 180 Fenglin Road, Shanghai 200032, China
- Key Laboratory of Viral Heart Diseases, National Health Commission, Shanghai, China
- Key Laboratory of Viral Heart Diseases, Chinese Academy of Medical Sciences, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Run-Da Wu
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Cardiovascular Diseases, 180 Fenglin Road, Shanghai 200032, China
- Key Laboratory of Viral Heart Diseases, National Health Commission, Shanghai, China
- Key Laboratory of Viral Heart Diseases, Chinese Academy of Medical Sciences, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Hao Lu
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Cardiovascular Diseases, 180 Fenglin Road, Shanghai 200032, China
- Key Laboratory of Viral Heart Diseases, National Health Commission, Shanghai, China
- Key Laboratory of Viral Heart Diseases, Chinese Academy of Medical Sciences, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Kang Yao
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Cardiovascular Diseases, 180 Fenglin Road, Shanghai 200032, China
- Key Laboratory of Viral Heart Diseases, National Health Commission, Shanghai, China
- Key Laboratory of Viral Heart Diseases, Chinese Academy of Medical Sciences, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Man-Di Mu
- Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Chen-Shan Gao
- Collaborative Innovation Centre of Regenerative Medicine and Medical Bioresource Development and Application Co-constructed by the Province and Ministry, Guangxi Medical University, Nanning, Guangxi, China
| | - Xin-Yu Weng
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Cardiovascular Diseases, 180 Fenglin Road, Shanghai 200032, China
- Key Laboratory of Viral Heart Diseases, National Health Commission, Shanghai, China
- Key Laboratory of Viral Heart Diseases, Chinese Academy of Medical Sciences, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Jun-Bo Ge
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Cardiovascular Diseases, 180 Fenglin Road, Shanghai 200032, China
- Key Laboratory of Viral Heart Diseases, National Health Commission, Shanghai, China
- Key Laboratory of Viral Heart Diseases, Chinese Academy of Medical Sciences, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
- Institutes of Biomedical Sciences, Fudan University, Shanghai, China
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12
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Kraler S, Balbi C, Vdovenko D, Lapikova-Bryhinska T, Camici GG, Liberale L, Bonetti N, Canestro CD, Burger F, Roth A, Carbone F, Vassalli G, Mach F, Bhasin S, Wenzl FA, Muller O, Räber L, Matter CM, Montecucco F, Lüscher TF, Akhmedov A. Circulating GDF11 exacerbates myocardial injury in mice and associates with increased infarct size in humans. Cardiovasc Res 2023; 119:2729-2742. [PMID: 37742057 PMCID: PMC10757585 DOI: 10.1093/cvr/cvad153] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 08/18/2023] [Accepted: 09/04/2023] [Indexed: 09/25/2023] Open
Abstract
AIMS The heart rejuvenating effects of circulating growth differentiation factor 11 (GDF11), a transforming growth factor-β superfamily member that shares 90% homology with myostatin (MSTN), remains controversial. Here, we aimed to probe the role of GDF11 in acute myocardial infarction (MI), a frequent cause of heart failure and premature death during ageing. METHODS AND RESULTS In contrast to endogenous Mstn, myocardial Gdf11 declined during the course of ageing and was particularly reduced following ischaemia/reperfusion (I/R) injury, suggesting a therapeutic potential of GDF11 signalling in MI. Unexpectedly, boosting systemic Gdf11 by recombinant GDF11 delivery (0.1 mg/kg body weight over 30 days) prior to myocardial I/R augmented myocardial infarct size in C57BL/6 mice irrespective of their age, predominantly by accelerating pro-apoptotic signalling. While intrinsic cardioprotective signalling pathways remained unaffected by high circulating GDF11, targeted transcriptomics and immunomapping studies focusing on GDF11-associated downstream targets revealed attenuated Nkx2-5 expression confined to CD105-expressing cells, with pro-apoptotic activity, as assessed by caspase-3 levels, being particularly pronounced in adjacent cells, suggesting an indirect effect. By harnessing a highly specific and validated liquid chromatography-tandem mass spectrometry-based assay, we show that in prospectively recruited patients with MI circulating GDF11 but not MSTN levels incline with age. Moreover, GDF11 levels were particularly elevated in those at high risk for adverse outcomes following the acute event, with circulating GDF11 emerging as an independent predictor of myocardial infarct size, as estimated by standardized peak creatine kinase-MB levels. CONCLUSION Our data challenge the initially reported heart rejuvenating effects of circulating GDF11 and suggest that high levels of systemic GDF11 exacerbate myocardial injury in mice and humans alike. Persistently high GDF11 levels during ageing may contribute to the age-dependent loss of cardioprotective mechanisms and thus poor outcomes of elderly patients following acute MI.
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Affiliation(s)
- Simon Kraler
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
| | - Carolina Balbi
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
- Laboratory of Cellular and Molecular Cardiology, Cardiocentro Ticino Institute, EOC, Lugano, Switzerland
- Laboratories for Translational Research, EOC, Bellinzona, Switzerland
| | - Daria Vdovenko
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
| | | | - Giovanni G Camici
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
- Department of Research and Education, University Hospital Zurich, Zurich, Switzerland
| | - Luca Liberale
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino Genova—Italian Cardiovascular Network, Genoa, Italy
| | - Nicole Bonetti
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
- University Heart Center, Cardiology, University Hospital Zurich, Zurich, Switzerland
| | - Candela Diaz Canestro
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
| | - Fabienne Burger
- Division of Cardiology, Foundation for Medical Research, University of Geneva, Geneva, Switzerland
| | - Aline Roth
- Division of Cardiology, Foundation for Medical Research, University of Geneva, Geneva, Switzerland
| | - Federico Carbone
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino Genova—Italian Cardiovascular Network, Genoa, Italy
| | - Giuseppe Vassalli
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
- Laboratory of Cellular and Molecular Cardiology, Cardiocentro Ticino Institute, EOC, Lugano, Switzerland
- Laboratories for Translational Research, EOC, Bellinzona, Switzerland
| | - François Mach
- Division of Cardiology, Foundation for Medical Research, University of Geneva, Geneva, Switzerland
| | - Shalender Bhasin
- Research Program in Men's Health: Aging and Metabolism, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
| | - Florian A Wenzl
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
| | - Olivier Muller
- Department of Cardiology, University Hospital of Lausanne, University of Lausanne, Lausanne, Switzerland
| | - Lorenz Räber
- Department of Cardiology, Inselspital Bern, Bern, Switzerland
| | - Christian M Matter
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
- University Heart Center, Cardiology, University Hospital Zurich, Zurich, Switzerland
| | - Fabrizio Montecucco
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino Genova—Italian Cardiovascular Network, Genoa, Italy
| | - Thomas F Lüscher
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
- Royal Brompton and Harefield Hospitals and Imperial College and Kings College, London, UK
| | - Alexander Akhmedov
- Center for Molecular Cardiology, University of Zurich, Wagistrasse 12, Zurich CH-8952, Switzerland
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Davies A, Wenzl FA, Li XS, Winzap P, Obeid S, Klingenberg R, Mach F, Räber L, Muller O, Matter CM, Laaksonen R, Wang Z, Hazen SL, Lüscher TF. Short and medium chain acylcarnitines as markers of outcome in diabetic and non-diabetic subjects with acute coronary syndromes. Int J Cardiol 2023; 389:131261. [PMID: 37574027 DOI: 10.1016/j.ijcard.2023.131261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 07/27/2023] [Accepted: 08/10/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND Carnitine metabolism produces numerous molecular species of short-, medium-, and long-chain acylcarnitines, which play important roles in energy homeostasis and fatty acid transport in the myocardium. Given that disturbances in the carnitine metabolism are linked to cardiometabolic disease, we studied the relationship of circulating acylcarnitines with outcomes in patients with acute coronary syndromes (ACS) and evaluated differences in circulating levels of these metabolites between diabetic and non-diabetic patients. METHODS Harnessing a prospective multicentre cohort study (SPUM-ACS; NCT01000701), we measured plasma levels of acylcarnitines, carnitine, and carnitine metabolites to assess their relationship with adjudicated major adverse cardiac events (MACE), defined as composite of myocardial infarction, stroke, clinically indicated revascularization, or death of any cause. The SPUM-ACS study enrolled patients presenting with ACS to Swiss University Hospitals between 2009 and 2012. Acetylcarnitine, octanoylcarnitine, proprionylcarnitine, butyrylcarnitine, pentanoylcarnitine, hexanoylcarnitine, carnitine, γ-butyrobetaine, and trimethylamine N-oxide were measured in plasma using stable isotope dilution high-performance liquid chromatography with online electrospray ionization tandem mass spectrometry. RESULTS A total of 1683 patients with ACS were included in the study. All measured metabolites except γ-butyrobetaine and carnitine were higher in diabetic subject (n = 294) than in non-diabetic subjects (n = 1389). On univariate analysis, all metabolites, apart from octenoylcarnitine, were significantly associated with MACE at 1 year. After multivariable adjustment for established risk factors, acetylcarnitine remained an independent predictor of MACE at 1-year (quartile 4 vs. quartile 1, adjusted hazard ratio 2.06; 95% confidence interval 1.12-3.80, P = 0.020). CONCLUSION Circulating levels of acetylcarnitine independently predict residual cardiovascular risk in patients with ACS.
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Affiliation(s)
- Allan Davies
- Royal Brompton and Harefield Hospitals, London, UK
| | - Florian A Wenzl
- Center for Molecular Cardiology, University of Zurich, Switzerland
| | - Xinmin S Li
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Patric Winzap
- Center for Molecular Cardiology, University of Zurich, Switzerland
| | - Slayman Obeid
- Division of Cardiology, Department of Medicine, Aarau Cantonal Hospital, Aarau, Switzerland; Herzklinik Kreuzlingen, Kreuzlingen, Switzerland
| | - Roland Klingenberg
- Kerckhoff Heart and Thorax Center, Department of Cardiology, Kerckhoff-Klinik, Bad Nauheim, Germany; Campus of the Justus Liebig University of Giessen, Germany; DZHK (German Center for Cardiovascular Research), Partner Site Rhine-Main, Bad Nauheim, Germany
| | - François Mach
- Department of Cardiology, Hopital Universitaire de Geneve, Switzerland
| | - Lorenz Räber
- Department of Cardiology, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Olivier Muller
- Department of Cardiology, University Hospital of Lausanne, Lausanne, Switzerland
| | - Christian M Matter
- University Heart Center, Cardiology, University Hospital Zurich, Zurich, Switzerland
| | - Reijo Laaksonen
- Zora Biosciences Oy, Espoo, Finland; Department of Clinical Chemistry, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Faculty of Medicine and Health Technology, Finnish Cardiovascular Research Center Tampere, Tampere University, Tampere, Finland
| | - Zeneng Wang
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Stanley L Hazen
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA; Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Thomas F Lüscher
- Royal Brompton and Harefield Hospitals, London, UK; Center for Molecular Cardiology, University of Zurich, Switzerland; National Heart and Lung Institute, Imperial College, London, UK; School of Cardiovascular Medicine and Sciences, Kings College London, London, UK.
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14
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Kraler S, Sawamura T, Harn GYS, Chen CH, Akhmedov A. Editorial: Implications of lipids and modified lipoproteins in atherogenesis: from mechanisms towards novel diagnostic and therapeutic targets. Front Cardiovasc Med 2023; 10:1245716. [PMID: 37554370 PMCID: PMC10406132 DOI: 10.3389/fcvm.2023.1245716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 07/14/2023] [Indexed: 08/10/2023] Open
Affiliation(s)
- Simon Kraler
- Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
| | - Tatsuya Sawamura
- Department of Molecular Pathophysiology, Shinshu University School of Medicine, Shinshu University, Matsumoto, Japan
| | | | - Chu-Huang Chen
- HEART, Health Resource Technology, LLC, Houston, TX, United States
- Vascular and Medical Research, The Texas Heart Institute, Houston, TX, United States
| | - Alexander Akhmedov
- Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
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15
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Sanchez-Gimenez R, Peiró ÓM, Bonet G, Carrasquer A, Fragkiadakis GA, Bulló M, Papandreou C, Bardaji A. TCA cycle metabolites associated with adverse outcomes after acute coronary syndrome: mediating effect of renal function. Front Cardiovasc Med 2023; 10:1157325. [PMID: 37441709 PMCID: PMC10333508 DOI: 10.3389/fcvm.2023.1157325] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 06/13/2023] [Indexed: 07/15/2023] Open
Abstract
Aims To examine relationships of tricarboxylic acid (TCA) cycle metabolites with risk of cardiovascular events and mortality after acute coronary syndrome (ACS), and evaluate the mediating role of renal function in these associations. Methods This is a prospective study performed among 309 ACS patients who were followed for a mean of 6.7 years. During this period 131 patients developed major adverse cardiovascular events (MACE), defined as the composite of myocardial infarction, hospitalization for heart failure, and all-cause mortality, and 90 deaths were recorded. Plasma concentrations of citrate, aconitate, isocitrate, succinate, malate, fumarate, α-ketoglutarate and d/l-2-hydroxyglutarate were quantified using LC-tandem MS. Multivariable Cox regression models were used to estimate hazard ratios, and a counterfactual-based mediation analysis was performed to test the mediating role of estimated glomerular filtration rate (eGFR). Results After adjustment for traditional cardiovascular risk factors and medications, positive associations were found between isocitrate and MACE (HR per 1 SD, 1.25; 95% CI: 1.03, 1.50), and between aconitate, isocitrate, d/l-2-hydroxyglutarate and all-cause mortality (HR per 1 SD, 1.41; 95% CI: 1.07, 1.84; 1.58; 95% CI: 1.23, 2.02; 1.38; 95% CI: 1.14, 1.68). However, these associations were no longer significant after additional adjustment for eGFR. Mediation analyses demonstrated that eGFR is a strong mediator of these associations. Conclusion These findings underscore the importance of TCA metabolites and renal function as conjunctive targets in the prevention of ACS complications.
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Affiliation(s)
- Raul Sanchez-Gimenez
- Department of Cardiology, Joan XXIII University Hospital, Tarragona, Spain
- Institute of Health Pere Virgili (IISPV), Tarragona-Reus, Spain
- Department of Medicine and Surgery, Rovira I Virgili University, Tarragona, Spain
| | - Óscar M. Peiró
- Department of Cardiology, Joan XXIII University Hospital, Tarragona, Spain
- Institute of Health Pere Virgili (IISPV), Tarragona-Reus, Spain
- Department of Medicine and Surgery, Rovira I Virgili University, Tarragona, Spain
| | - Gil Bonet
- Department of Cardiology, Joan XXIII University Hospital, Tarragona, Spain
- Institute of Health Pere Virgili (IISPV), Tarragona-Reus, Spain
- Department of Medicine and Surgery, Rovira I Virgili University, Tarragona, Spain
| | - Anna Carrasquer
- Department of Cardiology, Joan XXIII University Hospital, Tarragona, Spain
- Institute of Health Pere Virgili (IISPV), Tarragona-Reus, Spain
- Department of Medicine and Surgery, Rovira I Virgili University, Tarragona, Spain
| | - George A. Fragkiadakis
- Department of Nutrition and Dietetics Sciences, School of Health Sciences, Hellenic Mediterranean University, Siteia, Greece
| | - Mònica Bulló
- Institute of Health Pere Virgili (IISPV), Tarragona-Reus, Spain
- Nutrition and Metabolic Health Research Group, Department of Biochemistry and Biotechnology, Rovira I Virgili University, Reus, Spain
- Center of Environmental, Food and Toxicological Technology – TecnATox, Rovira i Virgili University, Reus, Spain
- CIBER Physiology of Obesity and Nutrition (CIBEROBN), Carlos III Health Institute, Madrid, Spain
| | - Christopher Papandreou
- Institute of Health Pere Virgili (IISPV), Tarragona-Reus, Spain
- Department of Nutrition and Dietetics Sciences, School of Health Sciences, Hellenic Mediterranean University, Siteia, Greece
- Nutrition and Metabolic Health Research Group, Department of Biochemistry and Biotechnology, Rovira I Virgili University, Reus, Spain
- Center of Environmental, Food and Toxicological Technology – TecnATox, Rovira i Virgili University, Reus, Spain
| | - Alfredo Bardaji
- Department of Cardiology, Joan XXIII University Hospital, Tarragona, Spain
- Institute of Health Pere Virgili (IISPV), Tarragona-Reus, Spain
- Department of Medicine and Surgery, Rovira I Virgili University, Tarragona, Spain
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