1
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Reiter T. Targeted imaging: the key for direct visualization of myocardial inflammation in patients? J Nucl Cardiol 2023; 30:2556-2558. [PMID: 37731012 PMCID: PMC10682048 DOI: 10.1007/s12350-023-03370-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 08/15/2023] [Indexed: 09/22/2023]
Affiliation(s)
- Theresa Reiter
- Department of Internal Medicine I, Cardiology, University Hospital Wuerzburg, Wuerzburg, Germany.
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2
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Napoli G, Pergola V, Basile P, De Feo D, Bertrandino F, Baggiano A, Mushtaq S, Fusini L, Fazzari F, Carrabba N, Rabbat MG, Motta R, Ciccone MM, Pontone G, Guaricci AI. Epicardial and Pericoronary Adipose Tissue, Coronary Inflammation, and Acute Coronary Syndromes. J Clin Med 2023; 12:7212. [PMID: 38068263 PMCID: PMC10707039 DOI: 10.3390/jcm12237212] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/22/2023] [Accepted: 11/16/2023] [Indexed: 01/22/2025] Open
Abstract
Vascular inflammation is recognized as the primary trigger of acute coronary syndrome (ACS). However, current noninvasive methods are not capable of accurately detecting coronary inflammation. Epicardial adipose tissue (EAT) and pericoronary adipose tissue (PCAT), in addition to their role as an energy reserve system, have been found to contribute to the development and progression of coronary artery calcification, inflammation, and plaque vulnerability. They also participate in the vascular response during ischemia, sympathetic stimuli, and arrhythmia. As a result, the evaluation of EAT and PCAT using imaging techniques such as computed tomography (CT), cardiac magnetic resonance (CMR), and nuclear imaging has gained significant attention. PCAT-CT attenuation, which measures the average CT attenuation in Hounsfield units (HU) of the adipose tissue, reflects adipocyte differentiation/size and leukocyte infiltration. It is emerging as a marker of tissue inflammation and has shown prognostic value in coronary artery disease (CAD), being associated with plaque development, vulnerability, and rupture. In patients with acute myocardial infarction (AMI), an inflammatory pericoronary microenvironment promoted by dysfunctional EAT/PCAT has been demonstrated, and more recently, it has been associated with plaque rupture in non-ST-segment elevation myocardial infarction (NSTEMI). Endothelial dysfunction, known for its detrimental effects on coronary vessels and its association with plaque progression, is bidirectionally linked to PCAT. PCAT modulates the secretory profile of endothelial cells in response to inflammation and also plays a crucial role in regulating vascular tone in the coronary district. Consequently, dysregulated PCAT has been hypothesized to contribute to type 2 myocardial infarction with non-obstructive coronary arteries (MINOCA) and coronary vasculitis. Recently, quantitative measures of EAT derived from coronary CT angiography (CCTA) have been included in artificial intelligence (AI) models for cardiovascular risk stratification. These models have shown incremental utility in predicting major adverse cardiovascular events (MACEs) compared to plaque characteristics alone. Therefore, the analysis of PCAT and EAT, particularly through PCAT-CT attenuation, appears to be a safe, valuable, and sufficiently specific noninvasive method for accurately identifying coronary inflammation and subsequent high-risk plaque. These findings are supported by biopsy and in vivo evidence. Although speculative, these pieces of evidence open the door for a fascinating new strategy in cardiovascular risk stratification. The incorporation of PCAT and EAT analysis, mainly through PCAT-CT attenuation, could potentially lead to improved risk stratification and guide early targeted primary prevention and intensive secondary prevention in patients at higher risk of cardiac events.
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Affiliation(s)
- Gianluigi Napoli
- University Cardiologic Unit, Interdisciplinary Department of Medicine, Polyclinic University Hospital, 70124 Bari, Italy; (G.N.); (P.B.); (D.D.F.); (F.B.); (M.M.C.)
| | - Valeria Pergola
- Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35122 Padua, Italy;
| | - Paolo Basile
- University Cardiologic Unit, Interdisciplinary Department of Medicine, Polyclinic University Hospital, 70124 Bari, Italy; (G.N.); (P.B.); (D.D.F.); (F.B.); (M.M.C.)
| | - Daniele De Feo
- University Cardiologic Unit, Interdisciplinary Department of Medicine, Polyclinic University Hospital, 70124 Bari, Italy; (G.N.); (P.B.); (D.D.F.); (F.B.); (M.M.C.)
| | - Fulvio Bertrandino
- University Cardiologic Unit, Interdisciplinary Department of Medicine, Polyclinic University Hospital, 70124 Bari, Italy; (G.N.); (P.B.); (D.D.F.); (F.B.); (M.M.C.)
| | - Andrea Baggiano
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (A.B.); (S.M.); (L.F.); (F.F.); (G.P.)
| | - Saima Mushtaq
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (A.B.); (S.M.); (L.F.); (F.F.); (G.P.)
| | - Laura Fusini
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (A.B.); (S.M.); (L.F.); (F.F.); (G.P.)
| | - Fabio Fazzari
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (A.B.); (S.M.); (L.F.); (F.F.); (G.P.)
| | - Nazario Carrabba
- Department of Cardiothoracovascular Medicine, Azienda Ospedaliero Universitaria Careggi, 50134 Florence, Italy;
| | - Mark G. Rabbat
- Division of Cardiology, Loyola University of Chicago, Chicago, IL 60611, USA;
- Edward Hines Jr. VA Hospital, Hines, IL 60141, USA
| | - Raffaella Motta
- Radiology Unit, University Hospital of Padova, 35128 Padua, Italy;
| | - Marco Matteo Ciccone
- University Cardiologic Unit, Interdisciplinary Department of Medicine, Polyclinic University Hospital, 70124 Bari, Italy; (G.N.); (P.B.); (D.D.F.); (F.B.); (M.M.C.)
| | - Gianluca Pontone
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (A.B.); (S.M.); (L.F.); (F.F.); (G.P.)
| | - Andrea Igoren Guaricci
- University Cardiologic Unit, Interdisciplinary Department of Medicine, Polyclinic University Hospital, 70124 Bari, Italy; (G.N.); (P.B.); (D.D.F.); (F.B.); (M.M.C.)
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3
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Wang X, Song C. The impact of gratitude interventions on patients with cardiovascular disease: a systematic review. Front Psychol 2023; 14:1243598. [PMID: 37809310 PMCID: PMC10551131 DOI: 10.3389/fpsyg.2023.1243598] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 09/04/2023] [Indexed: 10/10/2023] Open
Abstract
Positive psychological factors play a pivotal role in improving cardiovascular outcomes. Gratitude interventions are among the most effective positive psychological interventions, with potential clinical applications in cardiology practice. To better understand the potential clinical effects of gratitude interventions in cardiovascular disease, four databases (Web of Science, Scopus, PubMed, and PsycArticles) were searched from 2005 to 2023 for relevant studies. Randomized controlled trials of gratitude interventions as the intervention and that reported physiological or psychosocial outcomes were eligible for inclusion. In total, 19 studies were identified, reporting results from 2951 participants from 19 to 71 years old from both healthy populations and those with clinical diagnoses. The studies showed that gratitude not only promotes mental health and adherence to healthy behaviors but also improves cardiovascular outcomes. Gratitude may have a positive impact on biomarkers of cardiovascular disease risk, especially asymptomatic heart failure, cardiovascular function, and autonomic nervous system activity.
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Affiliation(s)
| | - Chunli Song
- The Second Hospital affiliated to Jilin University, Changchun, Jilin, China
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4
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Guaricci AI, Neglia D, Acampa W, Andreini D, Baggiano A, Bianco F, Carrabba N, Conte E, Gaudieri V, Mushtaq S, Napoli G, Pergola V, Pontone G, Pedrinelli R, Mercuro G, Indolfi C, Guglielmo M. Computed tomography and nuclear medicine for the assessment of coronary inflammation: clinical applications and perspectives. J Cardiovasc Med (Hagerstown) 2023; 24:e67-e76. [PMID: 37052223 DOI: 10.2459/jcm.0000000000001433] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
There is increasing evidence that in patients with atherosclerotic cardiovascular disease (ASCVD) under optimal medical therapy, a persisting dysregulation of the lipid and glucose metabolism, associated with adipose tissue dysfunction and inflammation, predicts a substantial residual risk of disease progression and cardiovascular events. Despite the inflammatory nature of ASCVD, circulating biomarkers such as high-sensitivity C-reactive protein and interleukins may lack specificity for vascular inflammation. As known, dysfunctional epicardial adipose tissue (EAT) and pericoronary adipose tissue (PCAT) produce pro-inflammatory mediators and promote cellular tissue infiltration triggering further pro-inflammatory mechanisms. The consequent tissue modifications determine the attenuation of PCAT as assessed and measured by coronary computed tomography angiography (CCTA). Recently, relevant studies have demonstrated a correlation between EAT and PCAT and obstructive coronary artery disease, inflammatory plaque status and coronary flow reserve (CFR). In parallel, CFR is well recognized as a marker of coronary vasomotor function that incorporates the haemodynamic effects of epicardial, diffuse and small-vessel disease on myocardial tissue perfusion. An inverse relationship between EAT volume and coronary vascular function and the association of PCAT attenuation and impaired CFR have already been reported. Moreover, many studies demonstrated that 18F-FDG PET is able to detect PCAT inflammation in patients with coronary atherosclerosis. Importantly, the perivascular FAI (fat attenuation index) showed incremental value for the prediction of adverse clinical events beyond traditional risk factors and CCTA indices by providing a quantitative measure of coronary inflammation. As an indicator of increased cardiac mortality, it could guide early targeted primary prevention in a wide spectrum of patients. In this review, we summarize the current evidence regarding the clinical applications and perspectives of EAT and PCAT assessment performed by CCTA and the prognostic information derived by nuclear medicine.
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Affiliation(s)
- Andrea Igoren Guaricci
- University Cardiology Unit, Department of Interdisciplinary Medicine, University of Bari Aldo Moro, Bari
| | - Danilo Neglia
- Cardiovascular Department, Fondazione Toscana Gabriele Monasterio (FTGM), Pisa
| | - Wanda Acampa
- Department of Advanced Biomedical Sciences, University of Naples 'Federico II', Naples
| | - Daniele Andreini
- Centro Cardiologico Monzino IRCCS
- Department of Clinical Sciences and Community Health, Cardiovascular Section, Milan
| | - Andrea Baggiano
- Centro Cardiologico Monzino IRCCS
- Department of Clinical Sciences and Community Health, Cardiovascular Section, Milan
| | - Francesco Bianco
- Cardiovascular Sciences Department - AOU 'Ospedali Riuniti', Ancona
| | - Nazario Carrabba
- Department of Cardiothoracovascular Medicine, Azienda Ospedaliero-Universitaria Careggi, Florence
| | - Edoardo Conte
- Centro Cardiologico Monzino IRCCS
- Department of Biomedical Sciences for Health, University of Milan, Milan
| | - Valeria Gaudieri
- Department of Advanced Biomedical Sciences, University of Naples 'Federico II', Naples
| | | | - Gianluigi Napoli
- University Cardiology Unit, Department of Interdisciplinary Medicine, University of Bari Aldo Moro, Bari
| | - Valeria Pergola
- Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padova, Padova
| | | | | | - Giuseppe Mercuro
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari
| | - Ciro Indolfi
- Department of Medical and Surgical Sciences, Magna Graecia University, Catanzaro, Italy
| | - Marco Guglielmo
- Department of Cardiology, Division of Heart and Lungs, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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5
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Sharma A. Association of Hs-CRP Levels in Patients with Acute Coronary Syndromes and it’s Correlation with Angiographic Severity of Coronary Artery Stenosis. INDIAN JOURNAL OF CARDIOVASCULAR DISEASE IN WOMEN 2023. [DOI: 10.25259/ijcdw_9_2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
Objectives:
Significant advances have been made toward the development of biomarkers for prognostication of patients with atherosclerotic cardiovascular disease. One such marker is high-sensitivity C-reactive protein (hsCRP). It is a marker of inflammation mainly used to predict the risk of adverse cardiovascular (CV) events. Recent research also supports its role in atherogenesis. It is involved throughout the process of atheromatous plaque development. However, limited information is available about the relationship between levels of hs-CRP levels in patients presenting with acute coronary syndromes (ACS) and its association with outcomes. We conducted this study to assess the correlation between the levels of hs-CRP and the coronary angiographic findings in patients presenting with ACS and its correlation with outcomes.
Materials and Methods:
we carried an observational prospective study in patients presenting with ACS admitted to cardiology intensive coronary care unit in a tertiary care hospital. Patients underwent invasive coronary angiogram and serum Hs-CRP levels testing apart from other routine investigations. Correlation between severity of coronary stenosis, Hs-CRP levels and left ventricular ejection fraction (LVEF) at discharge was then assessed using statistical analysis.
Results:
Positive correlation was found between Hs-CRP levels and severity of coronary stenosis. Negative correlation was found between Hs-CRP levels and LVEF at discharge.
Conclusion:
We found that hs-CRP levels correlate well with angiographic severity. It was also observed that higher the hs-CRP levels more the number of vessels involved with patients with the left main + triple vessel disease (TVD) and TVD having maximum scores.
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Affiliation(s)
- Aditya Sharma
- Department of Cardiology, Nizam’s Institute of Medical Sciences, Hyderabad, Telangana, India,
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6
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Luo S, Zhang J, Li B, Wu H. Predictive value of baseline C-reactive protein level in patients with stable coronary artery disease: A meta-analysis. Medicine (Baltimore) 2022; 101:e30285. [PMID: 36107517 PMCID: PMC9439789 DOI: 10.1097/md.0000000000030331] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Conflicting results have been reported on the association of C-reactive protein (CRP) level with adverse outcomes in patients with stable coronary artery disease (CAD). The objective of this meta-analysis was to evaluate the predictive value of baseline CRP level in stable CAD patients. METHODS Two reviewers independently searched PubMed and Embase databases from their inception to November 28, 2021 to identify studies assessing the value of baseline CRP level in predicting adverse outcomes in stable CAD patients. The endpoints of interest included cardiovascular mortality, all-cause mortality, or major adverse cardiovascular events (MACEs). The predictive value of CRP level was estimated by pooling the multivariable adjusted risk ratio with 95% confidence intervals (CI) compared the highest to the lowest CRP level. RESULTS Twenty-six studies involving of 22,602 patients with stable CAD satisfied the inclusion criteria. In a comparison of the highest with the lowest CRP level, the pooled multivariable adjusted risk ratio was 1.77 (95% CI 1.60-1.96) for MACEs, 1.64 (95% CI 1.13-2.33) for cardiovascular mortality, and 1.62 (95% CI 2.62-5.12) for all-cause mortality, respectively. Subgroup analyses indicated that the values of elevated CRP level in predicting MACEs were consistently observed in each subgroup. CONCLUSION Elevated baseline CRP level was an independent predictor of MACEs, cardiovascular mortality, and all-cause mortality in patients with stable CAD. Baseline CRP level can provide important predictive information in stable CAD patients.
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Affiliation(s)
- Shuangyan Luo
- Department of Medical Technology, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, China
| | - Jin Zhang
- Department of Medical Technology, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, China
| | - Biyan Li
- Department of Medical Technology, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, China
| | - Hui Wu
- Department of Cardiovascular, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, China
- *Correspondence: Hui Wu, Department of Cardiovascular, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, No. 16 Jichang Road, Baiyun District, Guangzhou, Guangdong Province 510405, China (e-mail: )
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7
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Absar N, Das EK, Shoma SN, Khandaker MU, Miraz MH, Faruque MRI, Tamam N, Sulieman A, Pathan RK. The Efficacy of Machine-Learning-Supported Smart System for Heart Disease Prediction. Healthcare (Basel) 2022; 10:1137. [PMID: 35742188 PMCID: PMC9222326 DOI: 10.3390/healthcare10061137] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 06/13/2022] [Accepted: 06/14/2022] [Indexed: 11/26/2022] Open
Abstract
The disease may be an explicit status that negatively affects human health. Cardiopathy is one of the common deadly diseases that is attributed to unhealthy human habits compared to alternative diseases. With the help of machine learning (ML) algorithms, heart disease can be noticed in a short time as well as at a low cost. This study adopted four machine learning models, such as random forest (RF), decision tree (DT), AdaBoost (AB), and K-nearest neighbor (KNN), to detect heart disease. A generalized algorithm was constructed to analyze the strength of the relevant factors that contribute to heart disease prediction. The models were evaluated using the datasets Cleveland, Hungary, Switzerland, and Long Beach (CHSLB), and all were collected from Kaggle. Based on the CHSLB dataset, RF, DT, AB, and KNN models predicted an accuracy of 99.03%, 96.10%, 100%, and 100%, respectively. In the case of a single (Cleveland) dataset, only two models, namely RF and KNN, show good accuracy of 93.437% and 97.83%, respectively. Finally, the study used Streamlit, an internet-based cloud hosting platform, to develop a computer-aided smart system for disease prediction. It is expected that the proposed tool together with the ML algorithm will play a key role in diagnosing heart diseases in a very convenient manner. Above all, the study has made a substantial contribution to the computation of strength scores with significant predictors in the prognosis of heart disease.
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Affiliation(s)
- Nurul Absar
- Department of Computer Science and Engineering, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh; (N.A.); (E.K.D.); (S.N.S.)
| | - Emon Kumar Das
- Department of Computer Science and Engineering, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh; (N.A.); (E.K.D.); (S.N.S.)
| | - Shamsun Nahar Shoma
- Department of Computer Science and Engineering, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh; (N.A.); (E.K.D.); (S.N.S.)
| | - Mayeen Uddin Khandaker
- Centre for Applied Physics and Radiation Technologies, School of Engineering and Technology, Sunway University, Petaling Jaya 47500, Selangor, Malaysia
- Department of General Educational Development, Faculty of Science and Information Technology, Daffodil International University, DIU Rd, Dhaka 1341, Bangladesh
| | - Mahadi Hasan Miraz
- Department of Business Analytics, Sunway University, Petaling Jaya 47500, Selangor, Malaysia;
| | - M. R. I. Faruque
- Space Science Center, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia;
| | - Nissren Tamam
- Department of Physics, College of Science, Princess Nourah Bint Abdulrahman University, Riyadh 11671, Saudi Arabia;
| | - Abdelmoneim Sulieman
- Department of Radiology and Medical Imaging, Prince Sattam Bin Abdulaziz University, Alkharj 11942, Saudi Arabia;
| | - Refat Khan Pathan
- Department of Computing and Information Systems, School of Engineering and Technology, Sunway University, Petaling Jaya 47500, Selangor, Malaysia;
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8
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Lawler PR, Bhatt DL, Godoy LC, Lüscher TF, Bonow RO, Verma S, Ridker PM. Targeting cardiovascular inflammation: next steps in clinical translation. Eur Heart J 2021; 42:113-131. [PMID: 32176778 DOI: 10.1093/eurheartj/ehaa099] [Citation(s) in RCA: 206] [Impact Index Per Article: 51.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 11/30/2019] [Accepted: 02/03/2020] [Indexed: 12/31/2022] Open
Abstract
Systemic vascular inflammation plays multiple maladaptive roles which contribute to the progression and destabilization of atherosclerotic cardiovascular disease (ASCVD). These roles include: (i) driving atheroprogression in the clinically stable phase of disease; (ii) inciting atheroma destabilization and precipitating acute coronary syndromes (ACS); and (iii) responding to cardiomyocyte necrosis in myocardial infarction (MI). Despite an evolving understanding of these biologic processes, successful clinical translation into effective therapies has proven challenging. Realizing the promise of targeting inflammation in the prevention and treatment of ASCVD will likely require more individualized approaches, as the degree of inflammation differs among cardiovascular patients. A large body of evidence has accumulated supporting the use of high-sensitivity C-reactive protein (hsCRP) as a clinical measure of inflammation. Appreciating the mechanistic diversity of ACS triggers and the kinetics of hsCRP in MI may resolve purported inconsistencies from prior observational studies. Future clinical trial designs incorporating hsCRP may hold promise to enable individualized approaches. The aim of this Clinical Review is to summarize the current understanding of how inflammation contributes to ASCVD progression, destabilization, and adverse clinical outcomes. We offer forward-looking perspective on what next steps may enable successful clinical translation into effective therapeutic approaches-enabling targeting the right patients with the right therapy at the right time-on the road to more individualized ASCVD care.
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Affiliation(s)
- Patrick R Lawler
- Peter Munk Cardiac Centre, University Health Network, 190 Elizabeth Street, Toronto, ON M5G 2C4, Canada.,Ted Rogers Centre for Heart Research, 661 University Avenue, Toronto, ON M5G 1X8, Canada.,University of Toronto, 27 King's College Cir, Toronto, ON M5S 1K1, Canada
| | - Deepak L Bhatt
- Brigham and Women's Hospital, Division of Cardiovascular Medicine, Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Lucas C Godoy
- Peter Munk Cardiac Centre, University Health Network, 190 Elizabeth Street, Toronto, ON M5G 2C4, Canada.,Instituto do Coracao (InCor), Faculdade de Medicina FMUSP, Universidade de Sao Paulo, 44, Doutor Enéas Carvalho de Aguiar Avenue, São Paulo, SP 05403-900, Brazil
| | - Thomas F Lüscher
- Royal Brompton & Harefield Hospital, Imperial College, 77 Wimpole Street, London W1G 9RU, UK
| | - Robert O Bonow
- Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, 251 E Huron, Chicago, IL 60611, USA
| | - Subodh Verma
- University of Toronto, 27 King's College Cir, Toronto, ON M5S 1K1, Canada.,Division of Cardiac Surgery, St Michael's Hospital, University of Toronto, 30 Bond St, Toronto, ON M5B 1W8, Canada
| | - Paul M Ridker
- Brigham and Women's Hospital, Division of Cardiovascular Medicine, Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA.,Brigham and Women's Hospital, Center for Cardiovascular Disease Prevention, Harvard Medical School, 900 Commonwealth Avenue, Boston, MA 02215, USA
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9
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Lin A, Nerlekar N, Yuvaraj J, Fernandes K, Jiang C, Nicholls SJ, Dey D, Wong DTL. Pericoronary adipose tissue computed tomography attenuation distinguishes different stages of coronary artery disease: a cross-sectional study. Eur Heart J Cardiovasc Imaging 2021; 22:298-306. [PMID: 33106867 PMCID: PMC7899274 DOI: 10.1093/ehjci/jeaa224] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 07/17/2020] [Indexed: 12/29/2022] Open
Abstract
AIMS Vascular inflammation inhibits local adipogenesis in pericoronary adipose tissue (PCAT) and this can be detected on coronary computed tomography angiography (CCTA) as an increase in CT attenuation of PCAT surrounding the proximal right coronary artery (RCA). In this cross-sectional study, we assessed the utility of PCAT CT attenuation as an imaging biomarker of coronary inflammation in distinguishing different stages of coronary artery disease (CAD). METHODS AND RESULTS Sixty patients with acute myocardial infarction (MI) were prospectively recruited to undergo CCTA within 48 h of admission, prior to invasive angiography. These participants were matched to patients with stable CAD (n = 60) and controls with no CAD (n = 60) by age, gender, BMI, risk factors, medications, and CT tube voltage. PCAT attenuation around the proximal RCA was quantified per-patient using semi-automated software. Patients with MI had a higher PCAT attenuation (-82.3 ± 5.5 HU) compared with patients with stable CAD (-90.6 ± 5.7 HU, P < 0.001) and controls (-95.8 ± 6.2 HU, P < 0.001). PCAT attenuation was significantly increased in stable CAD patients over controls (P = 0.01). The association of PCAT attenuation with stage of CAD was independent of age, gender, cardiovascular risk factors, epicardial adipose tissue volume, and CCTA-derived quantitative plaque burden. No interaction was observed for clinical presentation (MI vs. stable CAD) and plaque burden on PCAT attenuation. CONCLUSION PCAT CT attenuation as a quantitative measure of global coronary inflammation independently distinguishes patients with MI vs. stable CAD vs. no CAD. Future studies should assess whether this imaging biomarker can track patient responses to therapies in different stages of CAD.
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Affiliation(s)
- Andrew Lin
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Department of Medicine, Monash University, Clayton, Victoria, Australia
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nitesh Nerlekar
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Department of Medicine, Monash University, Clayton, Victoria, Australia
| | - Jeremy Yuvaraj
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Department of Medicine, Monash University, Clayton, Victoria, Australia
| | - Katrina Fernandes
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Cathy Jiang
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Stephen J Nicholls
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Department of Medicine, Monash University, Clayton, Victoria, Australia
| | - Damini Dey
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Dennis T L Wong
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Department of Medicine, Monash University, Clayton, Victoria, Australia
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10
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Biomarkers of acute myocardial infarction: diagnostic and prognostic value. Part 2 (Literature review). КЛИНИЧЕСКАЯ ПРАКТИКА 2020. [DOI: 10.17816/clinpract48893] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
In the second part of the review, we continue the discussion of biomarkers that have a diagnostic and prognostic significance in acute myocardial infarction (AMI). The study of the AMI pathophysiology through the experimental and clinical research contributes to the discovery of new regulatory molecules and pathogenetic mechanisms underlying AMI. At the same time, many molecules involved in the pathogenesis of AMI can be used as effective biomarkers for the diagnosis and prediction of AMI. This article discusses in detail the diagnostic and prognostic value of inflammatory biomarkers of AMI (C-reactive protein, interleukin-6, tumor necrosis factor-alpha, myeloperoxidase, matrix metalloproteinases, soluble form of CD40 ligand, procalcitonin, placental growth factor) and a number of recently discovered new biomarkers of AMI (microribonucleic acids, galectin-3, stimulating growth factor expressed by gene 2, growth differentiation factor 15, proprotein convertase of subtilisin-kexin type 9).
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11
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Reyes-Retana JA, Duque-Ossa LC. Acute Myocardial Infarction Biosensor: A Review From Bottom Up. Curr Probl Cardiol 2020; 46:100739. [PMID: 33250264 DOI: 10.1016/j.cpcardiol.2020.100739] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 10/27/2020] [Indexed: 02/09/2023]
Abstract
Acute myocardial infarction (AMI) is a cardiovascular disease that is produced due to a deficiency of oxygen generating irreversible damage in the heart muscle. In diagnosis, electrocardiogram (ECG) investigation has been the main method but is insufficient, so approaches like the measurement of biomarkers levels in plasma or saliva have become one of the most commonly applied strategies for prognosis of AMI, as some of them are specifically related to a heart attack. Many tests are carrying on to determine biological markers changes, but usually, they present disadvantages related to time consumption and laborious work. To overcome the issues, researchers around the world have been developing different ways to enhance detection through the use of biosensors. These diagnostic devices have a biological sensing element associated to a physicochemical transducer that can be made from different materials and configurations giving place to different kinds of detection: Electrical/Electrochemical, Optical and Mechanical. In this review, the authors presents relevant investigations related to the most important biomarkers and biosensors used for their detection having in mind the nanotechnology participation in the process through the application of nanostructures as a good choice for device configuration.
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Affiliation(s)
- J A Reyes-Retana
- Tecnologico de Monterrey, School of Engineering and Science, Av. Carlos Lazo 100, Santa Fe, La Loma, Mexico City 01389, Mexico. https://tec.mx
| | - L C Duque-Ossa
- Tecnologico de Monterrey, School of Engineering and Science, Av. Carlos Lazo 100, Santa Fe, La Loma, Mexico City 01389, Mexico. https://tec.mx
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12
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Lucci C, Cosentino N, Genovese S, Campodonico J, Milazzo V, De Metrio M, Rondinelli M, Riggio D, Biondi ML, Rubino M, Celentano K, Bonomi A, Capra N, Veglia F, Agostoni P, Bartorelli AL, Marenzi G. Prognostic impact of admission high-sensitivity C-reactive protein in acute myocardial infarction patients with and without diabetes mellitus. Cardiovasc Diabetol 2020; 19:183. [PMID: 33081810 PMCID: PMC7576820 DOI: 10.1186/s12933-020-01157-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 10/10/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND High-sensitivity C-reactive protein (hs-CRP) elevation frequently occurs in acute myocardial infarction (AMI) and is associated with adverse outcomes. Since diabetes mellitus (DM) is characterized by an underlying chronic inflammation, hs-CRP may have a different prognostic power in AMI patients with and without DM. METHODS We prospectively included 2064 AMI patients; hs-CRP was measured at hospital admission. Patients were grouped according to hs-CRP quartiles and DM status. The primary endpoint was a composite of in-hospital mortality, cardiogenic shock, and acute pulmonary edema. Two-year all-cause mortality was the secondary endpoint. RESULTS Twenty-six percent (n = 548) of patients had DM and they had higher hs-CRP levels than non-DM patients (5.32 vs. 3.24 mg/L; P < 0.0001). The primary endpoint incidence in the overall population (7%, 9%, 13%, 22%; P for trend < 0.0001), in DM (14%, 9%, 21%, 27%; P = 0.0001), and non-DM (5%, 8%, 10%, 19%; P < 0.0001) patients increased in parallel with hs-CRP quartiles. The adjusted risk of the primary endpoint increased in parallel with hs-CRP quartiles in DM and non-DM patients but this relationship was less evident in DM patients. In the overall population, the adjusted OR of the primary endpoint associated with an hs-CRP value ≥ 2 mg/L was 2.10 (95% CI 1.46-3.00). For the same risk, hs-CRP was 7 and 2 mg/L in patients with and without DM. A similar behavior was observed for the secondary endpoint when the HR associated with an hs-CRP value ≥ 2 mg/L found in the overall population was 2.25 (95% CI 1.57-3.22). For the same risk, hs-CRP was 8 and 1.5 mg/L in DM and non-DM patients. CONCLUSIONS This study shows that hs-CRP predicts in-hospital outcome and two-year mortality in AMI patients with and without DM. However, in DM patients, the same risk of developing events as in non-DM patients is associated to higher hs-CRP levels.
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Affiliation(s)
- Claudia Lucci
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | - Nicola Cosentino
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | - Stefano Genovese
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | | | | | - Monica De Metrio
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | | | - Daniela Riggio
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | | | - Mara Rubino
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | - Katia Celentano
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | - Alice Bonomi
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | - Nicolò Capra
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | - Fabrizio Veglia
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
| | - Piergiuseppe Agostoni
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
- Department of Clinical Sciences and Community Health - Cardiovascular Section, University of Milan, Milan, Italy
| | - Antonio L Bartorelli
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy
- Department of Biomedical and Clinical Sciences, "Luigi Sacco", University of Milan, Milan, Italy
| | - Giancarlo Marenzi
- Centro Cardiologico Monzino IRCCS, Via Parea 4, Milan, 20138, Italy.
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13
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Hally KE, Holley AS, Kristono GA, Harding SA, Larsen PD. Immunoglobulin G levels predicts risk of recurrent adverse cardiovascular events in myocardial infarction patients. Acta Cardiol 2020; 75:497-502. [PMID: 31074689 DOI: 10.1080/00015385.2019.1611189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background: Patients with myocardial infarction (MI) are at an increased risk of experiencing recurrent major adverse cardiovascular events (MACE) but predicting MACE has remained challenging. Immunoglobulins are implicated in cardiovascular disease, although the predictive value of total immunoglobulin G (IgG) has not yet been evaluated in a secondary prevention setting. This study examined whether total IgG is predictive of MACE in an MI population, and how total IgG compared to the predictive value of C-reactive protein (CRP), an acute inflammatory marker. Methods: We conducted a case-control study with 40 MI subjects (cases) who experienced MACE within 1 year of their index admission. Cases were matched for age, sex, diabetes and presentation with 77 controls who did not have MACE. Pre-discharge plasma samples were analysed for total IgG and CRP. Results: We observed higher levels of total plasma IgG in MI subjects with MACE (24.9 (16.2-43.7) mg/mL) compared to controls (18.4 (9.1-37.3) mg/mL; p < 0.05). Higher levels of IgG were associated with increased risk of MACE in our MI population. MI subjects within quartiles 3 and 4 of total IgG had 6 times and 4 times, respectively, the rate of MACE compared to subjects in quartile 1. There was no difference in CRP levels between cases and controls (1.1 (0.5-3.0) vs. 1.9 (0.6-6.1) mg/mL, p = 0.10), and no relationship was observed between CRP and MACE. Conclusion: Pre-discharge IgG level was a better marker for predicting MACE post-MI than CRP, which had no predictive value in this study.
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Affiliation(s)
- Kathryn E. Hally
- Wellington Cardiovascular Research Group, Wellington, New Zealand
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
| | - Ana S. Holley
- Wellington Cardiovascular Research Group, Wellington, New Zealand
- Department of Surgery and Anaesthesia, University of Otago, Wellington, New Zealand
| | - Gisela A. Kristono
- Wellington Cardiovascular Research Group, Wellington, New Zealand
- Department of Surgery and Anaesthesia, University of Otago, Wellington, New Zealand
| | - Scott A. Harding
- Wellington Cardiovascular Research Group, Wellington, New Zealand
- Department of Cardiology, Wellington Hospital, Wellington, New Zealand
| | - Peter D. Larsen
- Wellington Cardiovascular Research Group, Wellington, New Zealand
- Department of Surgery and Anaesthesia, University of Otago, Wellington, New Zealand
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Fan R, Zhang N, Yang L, Ke J, Zhao D, Cui Q. AI-based prediction for the risk of coronary heart disease among patients with type 2 diabetes mellitus. Sci Rep 2020; 10:14457. [PMID: 32879331 PMCID: PMC7467935 DOI: 10.1038/s41598-020-71321-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 07/27/2020] [Indexed: 11/09/2022] Open
Abstract
Type 2 diabetes mellitus (T2DM) is one common chronic disease caused by insulin secretion disorder that often leads to severe outcomes and even death due to complications, among which coronary heart disease (CHD) represents the most common and severe one. Given a huge number of T2DM patients, it is thus increasingly important to identify the ones with high risks of CHD complication but the quantitative method is still not available. Here, we first curated a dataset of 1,273 T2DM patients including 304 and 969 ones with or without CHD, respectively. We then trained an artificial intelligence (AI) model using randomly selected 4/5 of the dataset and use the rest data to validate the performance of the model. The result showed that the model achieved an AUC of 0.77 (fivefold cross-validation) on the training dataset and 0.80 on the testing dataset. To further confirm the performance of the presented model, we recruited 1,253 new T2DM patients as totally independent testing dataset including 200 and 1,053 ones with or without CHD. And the model achieved an AUC of 0.71. In addition, we implemented a model to quantitatively evaluate the risk contribution of each feature, which is thus able to present personalized guidance for specific individuals. Finally, an online web server for the model was built. This study presented an AI model to determine the risk of T2DM patients to develop to CHD, which has potential value in providing early warning personalized guidance of CHD risk for both T2DM patients and clinicians.
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Affiliation(s)
- Rui Fan
- Department of Biomedical Informatics, Department of Physiology and Pathophysiology, Center for Noncoding RNA Medicine, MOE Key Lab of Cardiovascular Sciences, School of Basic Medical Sciences, Peking University, 38 Xueyuan Rd, Beijing, 100191, China
| | - Ning Zhang
- Beijing Key Laboratory of Diabetes Research and Care, Center for Endocrine Metabolism and Immune Diseases, Lu He Hospital Capital Medical University, Beijing, 101149, China
| | - Longyan Yang
- Beijing Key Laboratory of Diabetes Research and Care, Center for Endocrine Metabolism and Immune Diseases, Lu He Hospital Capital Medical University, Beijing, 101149, China
| | - Jing Ke
- Beijing Key Laboratory of Diabetes Research and Care, Center for Endocrine Metabolism and Immune Diseases, Lu He Hospital Capital Medical University, Beijing, 101149, China
| | - Dong Zhao
- Beijing Key Laboratory of Diabetes Research and Care, Center for Endocrine Metabolism and Immune Diseases, Lu He Hospital Capital Medical University, Beijing, 101149, China.
| | - Qinghua Cui
- Department of Biomedical Informatics, Department of Physiology and Pathophysiology, Center for Noncoding RNA Medicine, MOE Key Lab of Cardiovascular Sciences, School of Basic Medical Sciences, Peking University, 38 Xueyuan Rd, Beijing, 100191, China.
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15
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Capone D, Vinciguerra M, Ragosta A, Citro V, Tarantino G. Troponin Levels Relate to CRP Concentrations in Patients With NAFLD on Maintenance Haemodialysis: A Retrospective Study. Adv Ther 2020; 37:3337-3347. [PMID: 32514669 PMCID: PMC7467406 DOI: 10.1007/s12325-020-01385-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Several studies have shown that high sensitivity cardiac troponin (hs-cTnT) levels are elevated in patients suffering from end-stage renal disease (ESRD), even in the absence of clinical signs and instrumental features of symptomatic acute coronary syndrome (ACS). In patients undergoing haemodialysis because of ESRD, nephrologists bear witness to this increase, whose origin and clinical impact are not yet well defined. METHODS By a retrospective study, we evaluated data from records of 70 patients with ESRD on haemodialysis, all of them with a history of NAFLD, not suffering for at least 3 months from symptomatic angina and without a history of ischemic heart disease in the same period. RESULTS Hs-cTnT and C-reactive protein (CRP) levels both increased and were correlated, rho = 0.34, P = 0.004. The correlation coefficient between troponin and age was significant, rho = 0.47, P = 0.0001. Serum concentrations of hs-cTnT for the whole population were positively predicted by CRP levels, P = 0.004. On separation of the population by gender, significant correlation between hs-cTnT and CRP was not found in women and was only present in men, P = 0.66 and P = 0.000, respectively. DISCUSSION The assessment of hs-cTnT levels could represent a biological marker in particular subgroups of haemodialysis patients, especially for male patients with higher CRP, those at greater risk of silent myocardial ischemia and future major adverse cardiac events. CONCLUSIONS The evaluation of hs-cTnT in haemodialysed patients with NAFLD could indicate that men with higher CRP should undergo close monitoring in order to adopt specific therapy.
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Affiliation(s)
- Domenico Capone
- Integrated Care Department of Public Health and Drug-Use, Section of Medical Pharmacology and Toxicology, "Federico II" University, Naples, Italy
| | - Mauro Vinciguerra
- Section of Nephrology, Santa Maria Delle Grazie Hospital, Pozzuoli, Italy
| | - Annalisa Ragosta
- Outpatients Clinic of Hemodialysis Dial Center s.r.l. Pomigliano D'Arco, Naples, Italy
| | - Vincenzo Citro
- Department of General Medicine, Umberto I" Hospital, Nocera Inferiore, SA, Italy
| | - Giovanni Tarantino
- Department of Clinical Medicine and Surgery, "Federico II" University, Medical School, Naples, Italy.
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Jia RF, Li L, Li H, Cao XJ, Ruan Y, Meng S, Wang JY, Jin ZN. Meta-analysis of C-Reactive Protein and Risk of Angina Pectoris. Am J Cardiol 2020; 125:1039-1045. [PMID: 32014245 DOI: 10.1016/j.amjcard.2020.01.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 12/29/2019] [Accepted: 01/03/2020] [Indexed: 11/16/2022]
Abstract
Associations between elevated C-reactive protein (CRP) levels and the angina pectoris risk have been reported for many years, but the results remain controversial. To address this issue, a meta-analysis was therefore conducted. Eligible studies were identified by searching PubMed, EMBASE, Cochrane library, and web of science up to January 2019. Altogether, 10 prospective cohort studies and 11 case-control studies were included, and they were published from 1997 to 2013 and summed up to 18,316 samples totally. The pooled mean difference of CRP levels was 4.44 (95% confidence interval 2.71 to 6.17) between angina patients and healthy controls. The combined odds ratio of CRP for major adverse cardiac events in angina patients was 1.67 (95% CI 1.23 to 2.26). In conclusion, the meta-analysis indicated that elevated CRP levels were associated with angina pectoris, especially unstable angina pectoris, and were probably a risk factor of major adverse cardiac events.
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Affiliation(s)
- Ruo-Fei Jia
- Department of Cardiovascular, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Long Li
- Department of Cardiovascular, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Hong Li
- Department of Cardiovascular, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xiao-Jing Cao
- Department of Cardiovascular, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yang Ruan
- Department of Cardiovascular, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Shuai Meng
- Department of Cardiovascular, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jia-Yu Wang
- Department of Cardiovascular, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Ze-Ning Jin
- Department of Cardiovascular, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
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17
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D’Agostino D, Cappabianca G, Rotunno C, Castellaneta F, Quagliara T, Carrozzo A, Mastro F, Charitos IA, Beghi C, Paparella D. The Preoperative Inflammatory Status Affects the Clinical Outcome in Cardiac Surgery. Antibiotics (Basel) 2019; 8:E176. [PMID: 31590380 PMCID: PMC6963392 DOI: 10.3390/antibiotics8040176] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 09/26/2019] [Accepted: 09/28/2019] [Indexed: 01/01/2023] Open
Abstract
AIMS There are many reasons for the increase in post-operative mortality and morbidity in patients undergoing surgery. In fact, an activated inflammatory state before cardiac surgery, can potentially worsen the patient's prognosis and the effects of this preoperative inflammatory state in the medium-term remains unknown. METHODS There were 470 consecutive patients who underwent cardiac surgery, and were divided in three groups according to the median values of preoperative C-reactive protein (CRP) and fibrinogen (FBG): The first group was the low inflammatory status group (LIS) with 161 patients (CRP < 0.39 mg/dL and FBG < 366 mg/dL); the second was the medium inflammatory status group (MIS) with 150 patients (CRP < 0.39 mg/dL and FBG ≥ 366 mg/dL or CRP ≥ 0.39 mg/dL and FBG < 366 mg/dL,); and the third was the high inflammatory status group (HIS) with 159 patients (CRP ≥ 0.39 mg/dL and FBG ≥ 366 mg/dL,). RESULTS The parameters to be considered for the patients before surgery were similar between the three groups except, however, for age, left ventricular ejection fraction (LVEF) and the presence of arterial hypertension. The operative mortality was not significantly different between the groups (LIS = 2.5%, MIS = 6%, HIS = 6.9%, p = 0.16) while mortality for sepsis was significantly different (LIS = 0%, MIS = 1.3%, HIS = 3.7%, p = 0.03). The infections were more frequent in the HIS group (p = 0.0002). The HIS group resulted in an independent risk factor for infections (relative risk (RR) = 3.1, confidence interval (CI) = 1.2-7.9, p = 0.02). During the 48-months follow-up, survival was lower for the HIS patients. This HIS group (RR = 2.39, CI = 1.03-5.53, p = 0.05) and LVEF (RR = 0.96, CI = 0.92-0.99, p = 0.04) resulted in independent risk factors for mortality during the follow-up. CONCLUSIONS The patients undergoing cardiac surgery with a preoperative highly activated inflammatory status are at a higher risk of post-operative infections. Furthermore, during the intermediate follow-up, the preoperative highly activated inflammatory status and LVEF resulted in independent risk factors for mortality.
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Affiliation(s)
- Donato D’Agostino
- Department of Emergency and Organ Transplantations, Section of Cardiac Surgery, Consorziale Policlinico University Hospital, Bari-University of Bari, 70124 Bari, Italy; (C.R.); (T.Q.); (A.C.); (F.M.); (D.P.)
| | - Giangiuseppe Cappabianca
- Department of Cardiac Surgery, “Circolo” Hospital, Insubria University, 21100 Varese, Italy; (G.C.)
| | - Crescenzia Rotunno
- Department of Emergency and Organ Transplantations, Section of Cardiac Surgery, Consorziale Policlinico University Hospital, Bari-University of Bari, 70124 Bari, Italy; (C.R.); (T.Q.); (A.C.); (F.M.); (D.P.)
| | - Francesca Castellaneta
- Department of Emergency/Urgency, Poisoning National Centre, “Riuniti” University Hospital, 71100 Foggia, Italy; (F.C.); (I.A.C.)
| | - Teresa Quagliara
- Department of Emergency and Organ Transplantations, Section of Cardiac Surgery, Consorziale Policlinico University Hospital, Bari-University of Bari, 70124 Bari, Italy; (C.R.); (T.Q.); (A.C.); (F.M.); (D.P.)
| | - Alessandro Carrozzo
- Department of Emergency and Organ Transplantations, Section of Cardiac Surgery, Consorziale Policlinico University Hospital, Bari-University of Bari, 70124 Bari, Italy; (C.R.); (T.Q.); (A.C.); (F.M.); (D.P.)
| | - Florinda Mastro
- Department of Emergency and Organ Transplantations, Section of Cardiac Surgery, Consorziale Policlinico University Hospital, Bari-University of Bari, 70124 Bari, Italy; (C.R.); (T.Q.); (A.C.); (F.M.); (D.P.)
| | - Ioannis Alexandros Charitos
- Department of Emergency/Urgency, Poisoning National Centre, “Riuniti” University Hospital, 71100 Foggia, Italy; (F.C.); (I.A.C.)
| | - Cesare Beghi
- Department of Cardiac Surgery, “Circolo” Hospital, Insubria University, 21100 Varese, Italy; (G.C.)
| | - Domenico Paparella
- Department of Emergency and Organ Transplantations, Section of Cardiac Surgery, Consorziale Policlinico University Hospital, Bari-University of Bari, 70124 Bari, Italy; (C.R.); (T.Q.); (A.C.); (F.M.); (D.P.)
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Nanchen D, Klingenberg R, Gencer B, Räber L, Carballo D, von Eckardstein A, Windecker S, Rodondi N, Lüscher TF, Mach F, Muller O, Matter CM. Inflammation during acute coronary syndromes — Risk of cardiovascular events and bleeding. Int J Cardiol 2019; 287:13-18. [DOI: 10.1016/j.ijcard.2019.03.049] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 03/15/2019] [Accepted: 03/24/2019] [Indexed: 10/27/2022]
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Doumouras BS, Fan CS, Mueller B, Dipchand AI, Manlhiot C, Stehlik J, Ross HJ, Alba AC. The effect of pre–heart transplant body mass index on posttransplant outcomes: An analysis of the ISHLT Registry Data. Clin Transplant 2019; 33:e13621. [DOI: 10.1111/ctr.13621] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 05/25/2019] [Accepted: 05/28/2019] [Indexed: 12/18/2022]
Affiliation(s)
- Barbara S. Doumouras
- Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre University Health Network, University of Toronto Toronto Ontario Canada
| | - Chun‐Po S. Fan
- Cardiovascular Data Management Centre, The Hospital for Sick Children University of Toronto Toronto Ontario Canada
| | - Brigitte Mueller
- Cardiovascular Data Management Centre, The Hospital for Sick Children University of Toronto Toronto Ontario Canada
| | - Anne I. Dipchand
- Labatt Family Heart Centre, The Hospital for Sick Children University of Toronto Toronto Ontario Canada
| | - Cedric Manlhiot
- Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre University Health Network, University of Toronto Toronto Ontario Canada
- Cardiovascular Data Management Centre, The Hospital for Sick Children University of Toronto Toronto Ontario Canada
| | - Josef Stehlik
- Division of Cardiovascular Medicine University of Utah Health Salt Lake City Utah USA
| | - Heather J. Ross
- Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre University Health Network, University of Toronto Toronto Ontario Canada
| | - Ana C. Alba
- Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre University Health Network, University of Toronto Toronto Ontario Canada
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20
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Mani P, Puri R, Schwartz GG, Nissen SE, Shao M, Kastelein JJP, Menon V, Lincoff AM, Nicholls SJ. Association of Initial and Serial C-Reactive Protein Levels With Adverse Cardiovascular Events and Death After Acute Coronary Syndrome: A Secondary Analysis of the VISTA-16 Trial. JAMA Cardiol 2019; 4:314-320. [PMID: 30840024 PMCID: PMC6484785 DOI: 10.1001/jamacardio.2019.0179] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 01/11/2019] [Indexed: 11/14/2022]
Abstract
Importance Higher baseline high-sensitivity C-reactive protein (hsCRP) levels after an acute coronary syndrome (ACS) are associated with adverse cardiovascular outcomes. The usefulness of serial hsCRP measurements for risk stratifying patients after ACS is not well characterized. Objective To assess whether longitudinal increases in hsCRP measurements during the 16 weeks after ACS are independently associated with a greater risk of a major adverse cardiac event (MACE), all-cause death, and cardiovascular death. Design, Setting, and Participants Secondary analysis of the double-blind, multicenter, randomized clinical Vascular Inflammation Suppression to Treat Acute Coronary Syndromes for 16 Weeks (VISTA-16) trial conducted between June 1, 2010, and March 7, 2012 (study termination on March 9, 2012), which included 5145 patients from 362 academic and community hospitals in Europe, Australia, New Zealand, India, and North America assigned to receive varespladib or placebo on a background of atorvastatin treatment beginning within 96 hours of presentation with an ACS. The present study evaluated data from patients with available baseline and longitudinal hsCRP levels measured at weeks 1, 2, 4, 8, and 16 after randomization to treatment or placebo. Statistical analysis was performed from June 15, 2018, through September 15, 2018. Main Outcomes and Measures Outcomes were MACE (composite of cardiovascular death, myocardial infarction, nonfatal stroke, or unstable angina with documented ischemia requiring hospitalization), cardiovascular death, and all-cause death after adjustment for baseline clinical, treatment, and laboratory characteristics, including baseline hsCRP levels. Results Among 4257 patients in this study, 3141 (73.8%) were men and the mean age was 60.3 years (interquartile range [IQR], 53.5-67.8 years). The median 16-week low-density lipoprotein cholesterol level was 64.9 mg/dL (IQR, 50.3-82.3 mg/dL), and the median hsCRP level was 2.4 mg/L (IQR, 1.1-5.2 mg/L). On multivariable analysis, higher baseline hsCRP level (hazard ratio [HR], 1.36 [95% CI, 1.13-1.63]; P = .001) and higher longitudinal hsCRP level (HR, 1.15 [95% CI, 1.09-1.21]; P < .001) were independently associated with MACE. Similar significant and independent associations were shown between baseline and longitudinal hsCRP levels and cardiovascular death (baseline: HR, 1.61 per SD [95% CI, 1.07-2.41], P = .02; longitudinal: HR, 1.26 per SD [95% CI, 1.19-1.34], P < .001) and between baseline and longitudinal hsCRP levels and all-cause death (baseline: HR, 1.58 per SD [95% CI, 1.07-2.35], P = .02; longitudinal: HR, 1.25 per SD [95% CI, 1.18-1.32], P < .001). Conclusions and Relevance Initial and subsequent increases in hsCRP levels during 16 weeks after ACS were associated with a greater risk of the combined MACE end point, cardiovascular death, and all-cause death despite established background therapies. Serial measurements of hsCRP during clinical follow-up after ACS may help to identify patients at higher risk for mortality and morbidity.
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Affiliation(s)
- Preethi Mani
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
| | - Rishi Puri
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
- Cleveland Clinic Coordinating Center for Clinical Research, Cleveland Clinic, Cleveland, Ohio
| | - Gregory G. Schwartz
- Section of Cardiology, Veterans Affairs Medical Center and University of Colorado, Aurora
| | - Steven E. Nissen
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
- Cleveland Clinic Coordinating Center for Clinical Research, Cleveland Clinic, Cleveland, Ohio
| | - Mingyuan Shao
- Cleveland Clinic Coordinating Center for Clinical Research, Cleveland Clinic, Cleveland, Ohio
| | - John J. P. Kastelein
- Department of Vascular Medicine, Academic Medical Center, Amsterdam, the Netherlands
| | - Venu Menon
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
- Cleveland Clinic Coordinating Center for Clinical Research, Cleveland Clinic, Cleveland, Ohio
| | - A. Michael Lincoff
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
- Cleveland Clinic Coordinating Center for Clinical Research, Cleveland Clinic, Cleveland, Ohio
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Ueland T, Åkerblom A, Ghukasyan T, Michelsen AE, Aukrust P, Becker RC, Bertilsson M, Himmelmann A, James SK, Siegbahn A, Storey RF, Kontny F, Wallentin L. Osteoprotegerin Is Associated With Major Bleeding But Not With Cardiovascular Outcomes in Patients With Acute Coronary Syndromes: Insights From the PLATO (Platelet Inhibition and Patient Outcomes) Trial. J Am Heart Assoc 2018; 7:JAHA.117.007009. [PMID: 29330256 PMCID: PMC5850148 DOI: 10.1161/jaha.117.007009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Background Elevated levels of osteoprotegerin, a secreted tumor necrosis factor–related molecule, might be associated with adverse outcomes in patients with coronary artery disease. We measured plasma osteoprotegerin concentrations on hospital admission, at discharge, and at 1 and 6 months after discharge in a predefined subset (n=5135) of patients with acute coronary syndromes in the PLATO (Platelet Inhibition and Patient Outcomes) trial. Methods and Results The associations between osteoprotegerin and the composite end point of cardiovascular death, nonprocedural spontaneous myocardial infarction or stroke, and non–coronary artery bypass grafting major bleeding during 1 year of follow‐up were assessed by Cox proportional hazards models. Event rates of the composite end point per increasing quartile groups at baseline were 5.2%, 7.5%, 9.2%, and 11.9%. A 50% increase in osteoprotegerin level was associated with a hazard ratio (HR) of 1.31 (95% confidence interval [CI], 1.21–1.42) for the composite end point but was not significant in adjusted analysis (ie, clinical characteristics and levels of C‐reactive protein, troponin T, NT‐proBNP [N‐terminal pro‐B‐type natriuretic peptide], and growth differentiation factor‐15). The corresponding rates of non–coronary artery bypass grafting major bleeding were 2.4%, 2.2%, 3.8%, and 7.2%, with an unadjusted HR of 1.52 (95% CI, 1.36–1.69), and a fully adjusted HR of 1.26 (95% CI, 1.09–1.46). The multivariable association between the osteoprotegerin concentrations and the primary end point after 1 month resulted in an HR of 1.09 (95% CI, 0.89–1.33); for major bleeding after 1 month, the HR was 1.33 (95% CI, 0.91–1.96). Conclusions In patients with acute coronary syndrome treated with dual antiplatelet therapy, osteoprotegerin was an independent marker of major bleeding but not of ischemic cardiovascular events. Thus, high osteoprotegerin levels may be useful in increasing awareness of increased bleeding risk in patients with acute coronary syndrome receiving antithrombotic therapy. Clinical Trial Registration URL: http://www.clinicaltrials.gov. Unique identifier: NCT00391872.
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Affiliation(s)
- Thor Ueland
- Research Institute of Internal Medicine, The National Hospital, University of Oslo, Norway .,K. G. Jebsen Inflammatory Research Center, University of Oslo, Norway.,K. G. Jebsen-Thrombosis Research and Expertise Center, University of Tromsø, Norway
| | - Axel Åkerblom
- Department of Medical Sciences, Cardiology, Uppsala University, Uppsala, Sweden.,Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
| | - Tatevik Ghukasyan
- Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
| | - Annika E Michelsen
- Research Institute of Internal Medicine, The National Hospital, University of Oslo, Norway
| | - Pål Aukrust
- Research Institute of Internal Medicine, The National Hospital, University of Oslo, Norway.,K. G. Jebsen Inflammatory Research Center, University of Oslo, Norway.,K. G. Jebsen-Thrombosis Research and Expertise Center, University of Tromsø, Norway.,Section of Clinical Immunology and Infectious Diseases, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Richard C Becker
- Division of Cardiovascular Health and Disease, Heart, Lung and Vascular Institute, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Maria Bertilsson
- Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
| | | | - Stefan K James
- Department of Medical Sciences, Cardiology, Uppsala University, Uppsala, Sweden.,Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
| | - Agneta Siegbahn
- Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden.,Department of Medical Sciences, Clinical Chemistry, Uppsala University, Uppsala, Sweden
| | - Robert F Storey
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, United Kingdom
| | - Frederic Kontny
- Department of Cardiology, Stavanger University Hospital, Stavanger, Norway.,Drammen Heart Center, Drammen, Norway
| | - Lars Wallentin
- Department of Medical Sciences, Cardiology, Uppsala University, Uppsala, Sweden.,Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
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22
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Ignjatović A, Stojanović M, Milošević Z, Anđelković Apostolović M. Progress of statistical analysis in biomedical research through the historical review of the development of the Framingham score. Ir J Med Sci 2017; 187:639-645. [PMID: 29197965 DOI: 10.1007/s11845-017-1718-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Accepted: 11/14/2017] [Indexed: 12/01/2022]
Abstract
BACKGROUND The interest in developing risk models in medicine not only is appealing, but also associated with many obstacles in different aspects of predictive model development. Initially, the association of biomarkers or the association of more markers with the specific outcome was proven by statistical significance, but novel and demanding questions required the development of new and more complex statistical techniques. METHODS Progress of statistical analysis in biomedical research can be observed the best through the history of the Framingham study and development of the Framingham score. RESULTS Evaluation of predictive models comes from a combination of the facts which are results of several metrics. Using logistic regression and Cox proportional hazards regression analysis, the calibration test, and the ROC curve analysis should be mandatory and eliminatory, and the central place should be taken by some new statistical techniques. In order to obtain complete information related to the new marker in the model, recently, there is a recommendation to use the reclassification tables by calculating the net reclassification index and the integrated discrimination improvement. Decision curve analysis is a novel method for evaluating the clinical usefulness of a predictive model. It may be noted that customizing and fine-tuning of the Framingham risk score initiated the development of statistical analysis. CONCLUSION Clinically applicable predictive model should be a trade-off between all abovementioned statistical metrics, a trade-off between calibration and discrimination, accuracy and decision-making, costs and benefits, and quality and quantity of patient's life.
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Affiliation(s)
- Aleksandra Ignjatović
- Department of Medical Statistics and Informatics, School of Medicine, University of Niš, Bulvd Zorana Đinđića 81, Niš, 18000, Serbia.
| | - Miodrag Stojanović
- Department of Medical Statistics and Informatics, School of Medicine, University of Niš, Bulvd Zorana Đinđića 81, Niš, 18000, Serbia
| | - Zoran Milošević
- Department of Medical Statistics and Informatics, School of Medicine, University of Niš, Bulvd Zorana Đinđića 81, Niš, 18000, Serbia
| | - Marija Anđelković Apostolović
- Department of Medical Statistics and Informatics, School of Medicine, University of Niš, Bulvd Zorana Đinđića 81, Niš, 18000, Serbia
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23
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Larsen SB, Grove EL, Würtz M, Neergaard-Petersen S, Hvas AM, Kristensen SD. The influence of low-grade inflammation on platelets in patients with stable coronary artery disease. Thromb Haemost 2017; 114:519-29. [DOI: 10.1160/th14-12-1007] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Accepted: 05/07/2015] [Indexed: 12/19/2022]
Abstract
SummaryInflammation is likely to be involved in all stages of atherosclerosis. Numerous inflammatory biomarkers are currently being studied, and even subtle increases in inflammatory biomarkers have been associated with increased risk of cardiovascular events in patients with coronary artery disease (CAD). Low-grade inflammation may influence both platelet production and platelet activation potentially leading to enhanced platelet aggregation. Thrombopoietin is considered the primary regulator of platelet production, but it likely acts in conjunction with numerous cytokines, of which many have altered levels in CAD. Previous studies have shown that high-sensitive C-reactive protein (CRP) independently predicts increased platelet aggregation in stable CAD patients. Increased levels of CRP, fibrinogen, interleukin-6, stromal cell-derived factor-1, CXC motif ligand 16, macrophage migration inhibitory factor, RANTES, calprotectin, and copeptin have been associated with increased risk of cardiovascular events in CAD patients. Additionally, some of these inflammatory markers have been associated with enhanced platelet activation and aggregation. However, CRP and other inflammatory markers provide only limited additional predictive value to classical risk factors such as smoking, blood pressure, and cholesterol levels. Existing data do not clarify whether inflammation simply accompanies CAD and increased production and aggregation of platelets, or whether a causal relationship exists. In this review, we provide a comprehensive overview of inflammatory markers in stable CAD with particular emphasis on platelet production, activation, and aggregation in CAD patients.
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Neural Network-Based Coronary Heart Disease Risk Prediction Using Feature Correlation Analysis. JOURNAL OF HEALTHCARE ENGINEERING 2017; 2017:2780501. [PMID: 29065583 PMCID: PMC5606055 DOI: 10.1155/2017/2780501] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 07/05/2017] [Accepted: 07/12/2017] [Indexed: 12/03/2022]
Abstract
Background Of the machine learning techniques used in predicting coronary heart disease (CHD), neural network (NN) is popularly used to improve performance accuracy. Objective Even though NN-based systems provide meaningful results based on clinical experiments, medical experts are not satisfied with their predictive performances because NN is trained in a “black-box” style. Method We sought to devise an NN-based prediction of CHD risk using feature correlation analysis (NN-FCA) using two stages. First, the feature selection stage, which makes features acceding to the importance in predicting CHD risk, is ranked, and second, the feature correlation analysis stage, during which one learns about the existence of correlations between feature relations and the data of each NN predictor output, is determined. Result Of the 4146 individuals in the Korean dataset evaluated, 3031 had low CHD risk and 1115 had CHD high risk. The area under the receiver operating characteristic (ROC) curve of the proposed model (0.749 ± 0.010) was larger than the Framingham risk score (FRS) (0.393 ± 0.010). Conclusions The proposed NN-FCA, which utilizes feature correlation analysis, was found to be better than FRS in terms of CHD risk prediction. Furthermore, the proposed model resulted in a larger ROC curve and more accurate predictions of CHD risk in the Korean population than the FRS.
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25
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Long-term outcome and risk assessment in premature acute myocardial infarction: A 10-year follow-up study. Int J Cardiol 2017; 240:37-42. [DOI: 10.1016/j.ijcard.2017.03.146] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 03/22/2017] [Accepted: 03/31/2017] [Indexed: 11/23/2022]
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26
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Plaque characteristics and inflammatory markers for the prediction of major cardiovascular events in patients with ST-segment elevation myocardial infarction. Int J Cardiovasc Imaging 2017; 33:1445-1454. [DOI: 10.1007/s10554-017-1135-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 04/06/2017] [Indexed: 10/19/2022]
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27
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Maneerat Y, Prasongsukarn K, Benjathummarak S, Dechkhajorn W. PPBP and DEFA1/DEFA3 genes in hyperlipidaemia as feasible synergistic inflammatory biomarkers for coronary heart disease. Lipids Health Dis 2017; 16:80. [PMID: 28420383 PMCID: PMC5395883 DOI: 10.1186/s12944-017-0471-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 04/12/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Coronary heart disease (CHD) is an important complication of atherosclerosis. Biomarkers, which associate with CHD development, are potential to predict CHD risk. To determine whether genes showing altered expression in hyperlipidaemia (H) and coronary heart disease (CHD) patients compared with controls could be CHD risk biomarkers. METHODS Control, H, and CHD groups represented atherosclerosis to CHD development. Gene profiling was investigated in peripheral blood mononuclear cells using DNA microarrays. Eight selected genes expressed only in H and CHD groups were validated by real-time quantitative reverse transcription PCR and plasma protein determination. RESULTS α-defensin (DEFA1/DEFA3), pro-platelet basic protein (PPBP), and beta and alpha2 hemoglobin mRNA expression was significantly increased in H and CHD groups compared with controls, but only plasma PPBP and α-defensin proteins were correspondingly increased. CONCLUSION PPBP and DEFA1/DEFA3 could be potential CHD biomarkers in Thai hyperlipidaemia patients.
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Affiliation(s)
- Yaowapa Maneerat
- Department of Tropical Pathology, Faculty of Tropical Medicine, Mahidol University, Bangkok, 10400, Thailand.
| | | | - Surachet Benjathummarak
- Center of Excellence for Antibody Research, Faculty of Tropical Medicine, Mahidol University, Bangkok, 10400, Thailand
| | - Wilanee Dechkhajorn
- Department of Tropical Pathology, Faculty of Tropical Medicine, Mahidol University, Bangkok, 10400, Thailand
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28
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Hougardy JM, Revercez P, Pourcelet A, Oumeiri BE, Racapé J, Le Moine A, Vanden Eynden F, De Backer D. Chronic kidney disease as major determinant of the renal risk related to on-pump cardiac surgery: a single-center cohort study. Acta Chir Belg 2016; 116:217-224. [PMID: 27426658 DOI: 10.1080/00015458.2016.1156929] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
BACKGROUND Cardiac surgery-associated acute kidney injury (CSA-AKI) is a common complication and is associated with the poorest outcomes. Therefore, early prediction of CSA-AKI remains a major issue. Severity scores such as the STS score could estimate the risk of AKI preoperatively. The main objective of this study was to evaluate the risk factors of on-pump CSA-AKI and to assess the performance of the STS score in order to predict CSA-AKI. PATIENTS We identified 252 patients with on-pump cardiac surgery, and the STS score was defined retrospectively. RESULTS AKI occurred in 14.6% (n = 37/252) of patients and renal replacement therapy was required in 21.6% of AKI (n = 8/37). CSA-AKI was associated with 35.1% in-hospital mortality (vs. 1.4%) and nearly doubled length of stay (14.5 vs. 8.0 d). The risk of CSA-AKI was mainly determined by preoperative morbidities such as chronic kidney disease, peripheral vascular disease, and severe congestive heart failure. Long cardio-pulmonary bypass time was also a determinant. CSA-AKI + patients exhibited higher STS renal risk (5.6% vs. 2.0%; p < 0.0001), resulting in a good discrimination between AKI + and AKI - patients (area under curve [AUC] 0.80). Interestingly, a basal renal function ≤55 ml/min/1.73m2 was as good as the STS score to predict CSA-AKI (AUC 0.75; P 0.26). CONCLUSIONS On-pump CSA-AKI was observed in nearly 15% of cases and was associated with poorer outcomes. Interestingly, the risk of CSA-AKI could be estimated preoperatively, thanks to the basal renal function, which exhibited an equal performance to the STS score.
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29
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Barbero U, D'Ascenzo F, Nijhoff F, Moretti C, Biondi-Zoccai G, Mennuni M, Capodanno D, Lococo M, Lipinski MJ, Gaita F. Assessing Risk in Patients with Stable Coronary Disease: When Should We Intensify Care and Follow-Up? Results from a Meta-Analysis of Observational Studies of the COURAGE and FAME Era. SCIENTIFICA 2016; 2016:3769152. [PMID: 27239372 PMCID: PMC4863126 DOI: 10.1155/2016/3769152] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2015] [Revised: 03/17/2016] [Accepted: 04/04/2016] [Indexed: 02/05/2023]
Abstract
Background. A large number of clinical and laboratory markers have been appraised to predict prognosis in patients with stable angina, but uncertainty remains regarding which variables are the best predictors of prognosis. Therefore, we performed a meta-analysis of studies in patients with stable angina to assess which variables predict prognosis. Methods. MEDLINE and PubMed were searched for eligible studies published up to 2015, reporting multivariate predictors of major adverse cardiac events (MACE, a composite endpoint of death, myocardial infarction, and revascularization) in patients with stable angina. Study features, patient characteristics, and prevalence and predictors of such events were abstracted and pooled with random-effect methods (95% CIs). Major adverse cardiovascular event (MACE) was the primary endpoint. Results. 42 studies (104,559 patients) were included. After a median follow-up of 57 months, cardiovascular events occurred in 7.8% of patients with MI in 6.2% of patients and need for repeat revascularization (both surgical and percutaneous) in 19.5% of patients. Male sex, reduced EF, diabetes, prior MI, and high C-reactive protein were the most powerful predictors of cardiovascular events. Conclusions. We show that simple and low-cost clinical features may help clinicians in identifying the most appropriate diagnostic and therapeutic approaches within the broad range of outpatients presenting with stable coronary artery disease.
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Affiliation(s)
| | - Fabrizio D'Ascenzo
- Division of Cardiology, University of Turin, Turin, Italy
- Meta-Analysis and Evidence Based Medicine Training in Cardiology (METCARDIO), Rome, Italy
| | - Freek Nijhoff
- Department of Cardiology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Claudio Moretti
- Division of Cardiology, University of Turin, Turin, Italy
- Meta-Analysis and Evidence Based Medicine Training in Cardiology (METCARDIO), Rome, Italy
| | - Giuseppe Biondi-Zoccai
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy
- Department of Angiocardioneurology, IRCCS Neuromed, Pozzilli, Italy
| | - Marco Mennuni
- Department of Interventional Cardiology, Istituto Clinico Humanitas, IRCCS, Rozzano, Italy
| | - Davide Capodanno
- Cardiothoracovascular Department, Ferrarotto Hospital, University of Catania, Catania, Italy
| | - Marco Lococo
- Division of Cardiology, University of Turin, Turin, Italy
| | - Michael J. Lipinski
- MedStar Cardiovascular Research Network, MedStar Washington Hospital Center, Washington, DC, USA
| | - Fiorenzo Gaita
- Division of Cardiology, University of Turin, Turin, Italy
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Melander O, Modrego J, Zamorano-León JJ, Santos-Sancho JM, Lahera V, López-Farré AJ. New circulating biomarkers for predicting cardiovascular death in healthy population. J Cell Mol Med 2015; 19:2489-99. [PMID: 26258425 PMCID: PMC4594690 DOI: 10.1111/jcmm.12652] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 06/08/2015] [Indexed: 01/09/2023] Open
Abstract
There is interest to analyse newer biomarkers to identify healthy individuals at risk to develop cardiovascular disease (CVD) incidents and death. To determine in healthy individuals new circulating protein biomarkers, whose systemic levels may be associated with the risk of future development of CVD incidents and death. The study was performed in 82 individuals from the Malmö Diet and Cancer study cohort, free from CVD of whom 41 developed CVD and 41 did not. Plasma proteins related to inflammation and thrombo-coagulating processes were analysed. α1-antitrypsin isotype 3 plasma levels were significantly higher while apolipoprotein J plasma levels were lower in participants that developed CVD incidents than those that did not develop acute cardiovascular episode. Of 82 participants, 17 died by CVD causes. There were proteins whose expression in plasma was significantly higher in participants suffering CVD death as compared with those that did not die by CVD. These proteins included: fibrinogen β-chain isotypes 1 and 3, fibrinogen-γ-chain isotype 2, vitamin D-binding protein isotypes 1, 2 and 3, α1-antitrypsin isotypes 3 and 6, haptoglobin isotypes 3,4,5 and 5, haemopexin isotypes 1 and 2, and Rho/Rac guanine nucleotide exchange factor 2. Moreover, apolipoprotein J plasma levels were found lower in participants that died by cardiovascular cause. Association between plasma levels of proteins and CVD death was independent of age, gender, conventional risk factors and plasma C-reactive protein levels. Several protein plasma levels and protein isotypes related to inflammation and thrombo-coagulating phenomena were independently associated with the risk of future CVD death.
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Affiliation(s)
- Olle Melander
- Department of Clinical Sciences, Lund UniversityMalmö, Sweden
| | - Javier Modrego
- Instituto de Investigacion Sanitaria del Hospital Clínico San Carlos (IdISSC)Madrid, Spain
| | - Jose J Zamorano-León
- Instituto de Investigacion Sanitaria del Hospital Clínico San Carlos (IdISSC)Madrid, Spain
| | - Juana M Santos-Sancho
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad ComplutenseMadrid, Spain
| | - Vicente Lahera
- Instituto de Investigacion Sanitaria del Hospital Clínico San Carlos (IdISSC)Madrid, Spain
- Department of Physiology, School of Medicine, Universidad ComplutenseMadrid, Spain
| | - Antonio J López-Farré
- Instituto de Investigacion Sanitaria del Hospital Clínico San Carlos (IdISSC)Madrid, Spain
- Department of Medicine, School of Medicine, Universidad ComplutenseMadrid, Spain
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Huffman JC, Beale EE, Beach SR, Celano CM, Belcher AM, Moore SV, Suarez L, Gandhi PU, Motiwala SR, Gaggin H, Januzzi JL. Design and baseline data from the Gratitude Research in Acute Coronary Events (GRACE) study. Contemp Clin Trials 2015; 44:11-19. [PMID: 26166171 DOI: 10.1016/j.cct.2015.07.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Revised: 07/02/2015] [Accepted: 07/03/2015] [Indexed: 12/13/2022]
Abstract
BACKGROUND Positive psychological constructs, especially optimism, have been linked with superior cardiovascular health. However, there has been minimal study of positive constructs in patients with acute coronary syndrome (ACS), despite the prevalence and importance of this condition. Furthermore, few studies have examined multiple positive psychological constructs and multiple cardiac-related outcomes within the same cohort to determine specifically which positive construct may affect a particular cardiac outcome. MATERIALS AND METHODS The Gratitude Research in Acute Coronary Events (GRACE) study examines the association between optimism/gratitude 2weeks post-ACS and subsequent clinical outcomes. The primary outcome measure is physical activity at 6months, measured via accelerometer, and key secondary outcome measures include levels of prognostic biomarkers and rates of nonelective cardiac rehospitalization at 6months. These relationships will be analyzed using multivariable linear regression, controlling for sociodemographic, medical, and negative psychological factors; associations between baseline positive constructs and subsequent rehospitalizations will be assessed via Cox regression. RESULTS Overall, 164 participants enrolled and completed the baseline 2-week assessment; the cohort had a mean age of 61.5+/?10.5years and was 84% men; this was the first ACS for 58% of participants. CONCLUSION The GRACE study will determine whether optimism and gratitude are prospectively and independently associated with physical activity and other critical outcomes in the 6months following an ACS. If these constructs are associated with superior outcomes, this may highlight the importance of these constructs as independent prognostic factors post-ACS.
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Affiliation(s)
- Jeff C Huffman
- Harvard Medical School, Boston, MA, United States; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.
| | - Eleanor E Beale
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States
| | - Scott R Beach
- Harvard Medical School, Boston, MA, United States; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States
| | - Christopher M Celano
- Harvard Medical School, Boston, MA, United States; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States
| | - Arianna M Belcher
- Department of Medicine, Division of Cardiology, Massachusetts General Hospital, Boston, MA, United States
| | - Shannon V Moore
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States
| | - Laura Suarez
- Harvard Medical School, Boston, MA, United States; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States
| | - Parul U Gandhi
- Harvard Medical School, Boston, MA, United States; Department of Medicine, Division of Cardiology, Massachusetts General Hospital, Boston, MA, United States
| | - Shweta R Motiwala
- Harvard Medical School, Boston, MA, United States; Department of Medicine, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Hanna Gaggin
- Harvard Medical School, Boston, MA, United States; Department of Medicine, Division of Cardiology, Massachusetts General Hospital, Boston, MA, United States
| | - James L Januzzi
- Harvard Medical School, Boston, MA, United States; Department of Medicine, Division of Cardiology, Massachusetts General Hospital, Boston, MA, United States
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Ribeiro DRP, Ramos AM, Vieira PL, Menti E, Bordin OL, Souza PALD, Quadros ASD, Portal VL. High-sensitivity C-reactive protein as a predictor of cardiovascular events after ST-elevation myocardial infarction. Arq Bras Cardiol 2015; 103:69-75. [PMID: 25120085 PMCID: PMC4126763 DOI: 10.5935/abc.20140086] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Accepted: 01/31/2014] [Indexed: 12/22/2022] Open
Abstract
Background The association between high-sensitivity C-reactive protein and recurrent major
adverse cardiovascular events (MACE) in patients with ST-elevation myocardial
infarction who undergo primary percutaneous coronary intervention remains
controversial. Objective To investigate the potential association between high-sensitivity C-reactive
protein and an increased risk of MACE such as death, heart failure, reinfarction,
and new revascularization in patients with ST-elevation myocardial infarction
treated with primary percutaneous coronary intervention. Methods This prospective cohort study included 300 individuals aged >18 years who were
diagnosed with ST-elevation myocardial infarction and underwent primary
percutaneous coronary intervention at a tertiary health center. An instrument
evaluating clinical variables and the Thrombolysis in Myocardial Infarction (TIMI)
and Global Registry of Acute Coronary Events (GRACE) risk scores was used.
High-sensitivity C-reactive protein was determined by nephelometry. The patients
were followed-up during hospitalization and up to 30 days after infarction for the
occurrence of MACE. Student's t, Mann-Whitney, chi-square, and logistic regression
tests were used for statistical analyses. P values of ≤0.05 were considered
statistically significant. Results The mean age was 59.76 years, and 69.3% of patients were male. No statistically
significant association was observed between high-sensitivity C-reactive protein
and recurrent MACE (p = 0.11). However, high-sensitivity C-reactive protein was
independently associated with 30-day mortality when adjusted for TIMI [odds ratio
(OR), 1.27; 95% confidence interval (CI), 1.07-1.51; p = 0.005] and GRACE (OR,
1.26; 95% CI, 1.06-1.49; p = 0.007) risk scores. Conclusion Although high-sensitivity C-reactive protein was not predictive of combined major
cardiovascular events within 30 days after ST-elevation myocardial infarction in
patients who underwent primary angioplasty and stent implantation, it was an
independent predictor of 30-day mortality.
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Affiliation(s)
| | | | - Pedro Lima Vieira
- Instituto de Cardiologia, Fundação Universitária de Cardiologia, Porto Alegre, RS, Brazil
| | - Eduardo Menti
- Instituto de Cardiologia, Fundação Universitária de Cardiologia, Porto Alegre, RS, Brazil
| | - Odemir Luiz Bordin
- Instituto de Cardiologia, Fundação Universitária de Cardiologia, Porto Alegre, RS, Brazil
| | | | | | - Vera Lúcia Portal
- Instituto de Cardiologia, Fundação Universitária de Cardiologia, Porto Alegre, RS, Brazil
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Obradovic S, Djukanovic N, Todorovic Z, Markovic I, Zamaklar-Trifunovic D, Protic D, Ostojic M. Men with lower HDL cholesterol levels have significant increment of soluble CD40 ligand and high-sensitivity CRP levels following the cessation of long-term clopidogrel therapy. J Atheroscler Thromb 2014; 22:284-92. [PMID: 25273829 DOI: 10.5551/jat.26765] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
AIM The aim of this study was to examine whether the termination of long-term clopidogrel therapy results in a proinflammatory state and whether lipid parameters influence the inflammatory response after stopping the drug. METHODS A prospective, multicenter study was conducted among 200 patients with implanted coronary stents who received dual antiplatelet therapy for one year, without ischemic or bleeding events. According to the guidelines, clopidogrel was discontinued after one year. In all patients, the high-sensitivity C-reactive protein (hsCRP), soluble CD40 ligand (sCD40L) and lipid [total cholesterol, triglycerides, high-density lipoprotein cholesterol (HDL-C) and low-density lipoprotein cholesterol (LDL-C)] levels were measured twice: on the day of cessation of clopidogrel and 45 days after the termination of clopidogrel treatment. RESULTS In men (n=151), the sCD40L serum levels were significantly higher 45 days after the discontinuation of clopidogrel (p=0.007), while the hsCRP levels were not significantly different (p=0.407). Furthermore, when analyzed across the HDL-C quartiles, the hsCRP and sCD40L values were found to be associated with the levels of HDL-C after the discontinuation of clopidogrel in men. In addition, the men in the first HDL-C quartile exhibited the most pronounced increase in the sCD40L levels (p=0.001) and had significantly higher hsCRP levels (p=0.001) compared to the subjects in the other quartiles. Other lipid parameters did not show any associations with the sCD40L or hsCRP levels. CONCLUSIONS The discontinuation of clopidogrel is associated with higher increments in the sCD40L level, and a pronounced proinflammatory response is associated with a lower HDL-C concentration.
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Affiliation(s)
- Slobodan Obradovic
- Clinic of Emergency Medicine, Military Medical Academy, Medical Faculty, University of Defense
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Menezes AR, Lavie CJ, DeSchutter A, Milani RV. Gender, race and cardiac rehabilitation in the United States: is there a difference in care? Am J Med Sci 2014; 348:146-152. [PMID: 25010188 DOI: 10.1097/maj.0000000000000306] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Coronary heart disease is the leading cause of death within the United States, involving both genders and among all races and ethnic populations. Cardiac rehabilitation (CR) has been shown to significantly improve morbidity and mortality, and these benefits extend to individuals of both genders and all ages with coronary heart disease. Despite this, referral and participation rates remain surprisingly low. Furthermore, women and minorities have even lower referral rates than do their male and white counterparts. Over the course of this article, we will review CR referral and participation among women, as well as racial and ethnic minorities in the United States. We will also examine barriers to CR participation among these subgroups.
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Affiliation(s)
- Arthur R Menezes
- Department of Cardiovascular Diseases (ARM, CJL, AD, RVM), John Ochsner Heart and Vascular Institute, Ochsner Clinical School, University of Queensland School of Medicine, New Orleans, Louisiana; and Department of Preventive Cardiology (CJL), Pennington Biomedical Research Center, Louisiana State University System, Baton Rouge, Louisiana
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Korkmaz A, Yildiz A, Gunes H, Duyuler S, Tuncez A. Utility of Neutrophil–Lymphocyte Ratio in Predicting Troponin Elevation in the Emergency Department Setting. Clin Appl Thromb Hemost 2014; 21:667-71. [DOI: 10.1177/1076029613519850] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
There is little data regarding the diagnostic ability of neutrophil–lymphocyte ratio (NLR) in acute coronary syndrome. Therefore, we aimed to assess the predictive value of NLR in the discrimination of troponin-positive patients. We enrolled 244 patients (mean age 61.3 ± 11.7 years, 70.5% male) who presented to the emergency service with acute chest pain. Patients were divided into 2 groups based upon the troponin positivity in the 12- to 24-hour follow-up. The admission NLR was significantly higher in the troponin-positive group (5.49 ± 4.01 vs 2.40 ± 1.36, P < .001). A cutoff point of 2.80 for NLR measured on admission had 79% sensitivity and 73% specificity in predicting follow-up troponin positivity. After multivariate analysis, admission NLR and glucose levels remained significant predictors of follow-up troponin positivity. In conclusion, NLR may be an early diagnostic marker in emergency service for discriminating patients who will have a positive troponin test in the follow-up.
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Affiliation(s)
- Ahmet Korkmaz
- Department of Cardiology, Cankiri State Hospital, Cankiri, Turkey
| | - Abdulkadir Yildiz
- Department of Cardiology, Dicle University School of Medicine, Diyarbakir, Turkey
| | - Harun Gunes
- Department of Emergency Medicine, Cankiri State Hospital, Cankiri, Turkey
| | - Serkan Duyuler
- Department of Cardiology, Turkiye Yuksek Ihtisas Hospital, Ankara, Turkey
| | - Abdullah Tuncez
- Department of Cardiology, Turkiye Yuksek Ihtisas Hospital, Ankara, Turkey
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Dominguez-Rodriguez A, Rodríguez S, Abreu-Gonzalez P, Avanzas P. Impacto de la contaminación atmosférica sobre la inflamación, el estrés oxidativo y el pronóstico a un año en pacientes ingresados por síndrome isquémico coronario agudo: diseño del estudio AIRACOS. Med Clin (Barc) 2013; 141:529-32. [DOI: 10.1016/j.medcli.2013.05.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2013] [Revised: 05/08/2013] [Accepted: 05/16/2013] [Indexed: 11/16/2022]
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Zhu Y, Liu T, He H, Sun Y, Zhuo F. C-Reactive Protein Gene Polymorphisms and Myocardial Infarction Risk: A Meta-Analysis and Meta-Regression. Genet Test Mol Biomarkers 2013; 17:873-80. [PMID: 24010569 DOI: 10.1089/gtmb.2013.0340] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Yanbin Zhu
- Third Department of Cardiovascular Medicine, The Affiliated Hospital of Beihua University, Jilin, People's Republic of China
| | - Tongku Liu
- Third Department of Cardiovascular Medicine, The Affiliated Hospital of Beihua University, Jilin, People's Republic of China
| | - Haitao He
- Third Department of Cardiovascular Medicine, The Affiliated Hospital of Beihua University, Jilin, People's Republic of China
| | - Yuqing Sun
- Third Department of Cardiovascular Medicine, The Affiliated Hospital of Beihua University, Jilin, People's Republic of China
| | - Fengling Zhuo
- Department of Dermatology, Beijing Friendship Hospital of Capital Medical University, Beijing, People's Republic of China
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Mirhosseini SJ, Forouzannia SK, Ali-Hassan-Sayegh S, Ravan HV, Abdollahi MH, Mozayan MR. Preoperative C-reactive protein can predict early clinical outcomes following elective off-pump CABG surgery in patients with severe left ventricle dysfunction. Saudi J Anaesth 2013; 6:327-31. [PMID: 23493333 PMCID: PMC3591548 DOI: 10.4103/1658-354x.105852] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Purpose: Atrial fibrillation (AF) is the most common type of arrhythmia following elective off-pump coronary bypass graft (CABG) surgery, occurring on the 2nd or 3rd postoperative day. Postoperative atrial fibrillation and early complications may be the cause of long term morbidity and mortality after hospital discharge. High sensitive C-reactive protein (hsCRP) seems to be most significantly associated with cardiovascular disorders. This study was designed to evaluate whether preoperative hsCRP (≥3 mg/dl) can predict post-elective off-pump CABG, AF, and early complications in patients with severe left ventricle dysfunction (Ejection Fraction (EF)<30%). Methods: This study was conducted on 104 patients with severe left ventriclar dysfunction (EF < 30%), undergoing elective off-pump CABG surgery during April to September 2011 at the Afshar Cardiovascular Center in Yazd, Iran. Patients undergoing emergency surgery and those with unstable angina, creatinine higher than 2.0 mg/dl, malignancy, or immunosuppressive disease were excluded from the study. The subjects were divided into two groups: Group I with preoperative increased hsCRP (>3 mg/dl) (n=51) and group N with preoperative normal hsCRP (<3 mg/dl) (n=53). We evaluated post-CABG variables including incidence, duration, and frequency of AF, early morbidity (bleeding, infection, vomiting, renal and respiratory dysfunctions), ICU or hospital stay and early mortality. Data were then analyzed by Analysis of Variance (ANOVA), Chi-square and Fisher exact test for quantitative and qualitative variables. Results: The average age of the patients was 62.5 years, 75 cases (72.1%) were male, and 39 (37.5%) were female. Postoperative AF occurred in 19 cases (18.2%); 17 cases (33.3%) had hsCRP≥3 mg/dl and 2 cases (3.8%) had hsCRP≤3 mg/dl (P=0.03). Postoperative midsternotomy infection, respiratory dysfunction, and hospital stay were significantly higher in group I compared with group N (P<0.05). No statistical significant differences were identified between the two groups concerning other postoperative complications (bleeding, vomiting, renal dysfunction and ICU stay) (P>0.05). Conclusion: Preoperative hsCRP ≥3 mg/dl can predict incidence of postoperative atrial fibrillation and early complications such as midsternotomy infection, respiratory dysfunction, and hospital stay following elective off-pump CABG.
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Gundogdu BM, Cilingiroglu M. Chronic inflammatory muscle diseases and risk of coronary artery disease. Curr Atheroscler Rep 2013; 15:308. [PMID: 23341225 DOI: 10.1007/s11883-012-0308-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Despite recent advancements in the treatment of coronary artery disease (CAD), it remains the commonest cause of death in the world. Although traditional risk factors partially account for the development of CAD, other novel risk factors have recently been implicated. Specifically, chronic inflammation has been postulated to play a role in the development and propagation of this disease. The purpose of this review is to examine the available evidence to determine if patients with chronic inflammatory muscle diseases have higher rates of cardiovascular disease.
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Affiliation(s)
- Betul M Gundogdu
- Department of Neurology, University of Arkansas for Medical Sciences, 4301 West Markham, Slot 500, Little Rock, AR 72205-7199, USA.
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Liu HL, Yang Y, Yang SL, Luo JP, Li H, Jing LM, Shen ZQ. Administration of a loading dose of atorvastatin before percutaneous coronary intervention prevents inflammation and reduces myocardial injury in STEMI patients: a randomized clinical study. Clin Ther 2013; 35:261-72. [PMID: 23410871 DOI: 10.1016/j.clinthera.2013.01.009] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2012] [Revised: 12/31/2012] [Accepted: 01/20/2013] [Indexed: 11/17/2022]
Abstract
BACKGROUND Administration of a loading dose of atorvastatin 80 mg/d has been shown to be beneficial in patients with stable coronary artery disease and acute coronary syndromes. However, little is known about the impact and mechanism behind the beneficial effects of loading-dose atorvastatin treatment before percutaneous coronary intervention (PCI), especially for those patients experiencing cardiovascular inflammation in ST-segment elevation myocardial infarction (STEMI). OBJECTIVE The goal of this randomized clinical study was to investigate whether, before emergency PCI, administration of loading-dose atorvastatin therapy in STEMI patients inhibits inflammation and improves cardiac function during 24 weeks of follow-up. METHODS A total of 102 STEMI patients were enrolled into 3 groups: group A (n = 32) received 80 mg of atorvastatin before emergency PCI, post-PCI follow-up atorvastatin 40 mg for 4 weeks, and atorvastatin 20 mg for 20 weeks; group B (n = 32) received no pre-PCI loading dose of atorvastatin but did receive atorvastatin 40 mg for 4 weeks and then atorvastatin 20 mg for 20 weeks; and group C (n = 38) received only post-PCI atorvastatin 20 mg for 24 weeks. RESULTS No differences were found in baseline demographic and angiographic characteristics among the 3 groups. Patients in group A had the lowest plasma levels of high-sensitivity C-reactive protein (hs-CRP), B-type natriuretic peptide (BNP), and matrix metalloproteinase type 9 (MMP-9) (P < 0.05). Patients in group A also showed improvement in heart performance, with significant increases in their left ventricular ejection fraction. To a lesser extent, group B displayed reductions in the plasma levels of hs-CRP, BNP, and MMP-9 at later time points (P < 0.05). Compared with those in group C, patients in group B also exhibited significant improvement in left ventricular ejection fraction (P < 0.05). CONCLUSIONS Loading-dose atorvastatin therapy before emergency PCI reduced the inflammatory response and myocardial dysfunction in these STEMI patients by lowering hs-CRP, BNP, and MMP-9. Pre-PCI loading-dose atorvastatin treatment may help prevent inflammatory response and improve cardiac function in patients with acute coronary syndromes undergoing emergency PCI. ClinicalTrials.gov identifier: NCT01334671.
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Affiliation(s)
- Hui-liang Liu
- Department of Cardiology, General Hospital of Chinese People's Armed Police Forces, Beijing, China
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Raposeiras Roubín S, Barreiro Pardal C, Roubín-Camiña F, Ocaranza Sanchez R, Álvarez Castro E, Paradela Dobarro B, García-Acuña JM, Aguiar Souto P, Jacquet Hervet M, Castromán MJ, Arufe I, Outes B, Reino-Maceiras MV, Abu Assi E, González-Juanatey JR. High-sensitivity C-reactive protein predicts adverse outcomes after non-ST-segment elevation acute coronary syndrome regardless of GRACE risk score, but not after ST-segment elevation myocardial infarction. REVISTA PORTUGUESA DE CARDIOLOGIA (ENGLISH EDITION) 2013. [DOI: 10.1016/j.repce.2013.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
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Raposeiras Roubín S, Barreiro Pardal C, Roubín-Camiña F, Ocaranza Sanchez R, Álvarez Castro E, Paradela Dobarro B, García-Acuña JM, Aguiar Souto P, Jacquet Hervet M, Castromán MJ, Arufe I, Outes B, Reino-Maceiras MV, Abu Assi E, González-Juanatey JR. High-sensitivity C-reactive protein predicts adverse outcomes after non-ST-segment elevation acute coronary syndrome regardless of GRACE risk score, but not after ST-segment elevation myocardial infarction. Rev Port Cardiol 2013; 32:117-22. [DOI: 10.1016/j.repc.2012.05.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2012] [Accepted: 05/27/2012] [Indexed: 10/27/2022] Open
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Makrygiannis SS, Ampartzidou OS, Zairis MN, Patsourakos NG, Pitsavos C, Tousoulis D, Prekates AA, Foussas SG, Cokkinos DV. Prognostic usefulness of serial C-reactive protein measurements in ST-elevation acute myocardial infarction. Am J Cardiol 2013; 111:26-30. [PMID: 23040593 DOI: 10.1016/j.amjcard.2012.08.041] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2012] [Revised: 08/21/2012] [Accepted: 08/21/2012] [Indexed: 10/27/2022]
Abstract
It has been reported that increased levels of C-reactive protein are related to adverse long-term prognosis in the setting of ST-segment elevation acute myocardial infarction (MI). In previous studies, the timing of C-reactive protein determination has varied widely. In the present study, serial high-sensitivity C-reactive protein (hsCRP) measurements were performed to investigate if any of the measurements is superior regarding long-term prognosis. A total of 861 consecutive patients admitted for ST-segment elevation MI and treated with intravenous thrombolysis within the first 6 hours from the index pain were included. HsCRP levels were determined at presentation and at 24, 48, and 72 hours. The median follow-up time was 3.5 years. New nonfatal MI and cardiac death were the study end points. By the end of follow-up, cardiac death was observed in 22.4% and nonfatal MI in 16.1% of the patients. HsCRP levels were found to be increasing during the first 72 hours. Multivariate Cox regression analysis demonstrated that hsCRP levels at presentation were an independent predictor of the 2 end points (relative risk [RR] 2.8, p = 0.002, and RR 2.1, p = 0.03, for MI and cardiac death, respectively), while hsCRP levels at 24 hours did not yield statistically significant results (RR 1.4, p = 0.40, and RR 1.1, p = 0.80, for MI and cardiac death, respectively). The corresponding RRs at 48 hours were 1.2 (p = 0.5) for MI and 3.2 (p = 0.007) for cardiac death and at 72 hours were 1.6 (p = 0.30) for MI and 3.9 (p <0.001) for cardiac death. In conclusion, hsCRP levels at presentation represent an independent predictor for fatal and nonfatal events during long-term follow-up. HsCRP levels at 48 and 72 hours, which are close to peak hsCRP levels, independently predict only cardiac death.
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Silva D, Pais de Lacerda A. Proteína C reativa de alta sensibilidade como biomarcador de risco na doença coronária. Rev Port Cardiol 2012; 31:733-45. [DOI: 10.1016/j.repc.2012.02.018] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2011] [Revised: 02/20/2012] [Accepted: 02/21/2012] [Indexed: 01/31/2023] Open
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Silva D, Pais de Lacerda A. High-sensitivity C-reactive protein as a biomarker of risk in coronary artery disease. REVISTA PORTUGUESA DE CARDIOLOGIA (ENGLISH EDITION) 2012. [DOI: 10.1016/j.repce.2012.09.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
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Wang J, Zheng Z, Yang L, Zhang L, Fan H, Hu S. High-sensitive C-reactive protein predicts outcome after coronary artery bypass. Asian Cardiovasc Thorac Ann 2012; 20:525-33. [DOI: 10.1177/0218492312439402] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Elevated high-sensitive C-reactive protein is a powerful independent predictor of cardiovascular events. However, there are scant data on its impact on midterm or long-term outcomes of coronary artery bypass grafting. Method: We analyzed data of 2863 patients who underwent coronary artery bypass in 2006–2007. Early endpoints were hospital mortality and major morbidity. Midterm endpoints were overall mortality, major adverse cardiovascular events, and heart failure. Results: During hospital stay, 26 patients died and 288 suffered major morbidity. After 3.6 years of follow-up, 56 patients had died, 105 had major adverse cardiovascular events, and 70 developed heart failure. Multivariate analysis revealed every 1 mg·L−1 increase of high-sensitive C-reactive protein was associated with increased odds ratio for early mortality (odds ratio = 2.50, p = 0.002), major morbidity (odds ratio = 1.38, p = 0.02), and hazard ratio for midterm mortality (hazard ratio = 1.68, p = 0.03), major adverse cardiovascular events (hazard ratio = 1.48, p = 0.04), and heart failure (hazard ratio = 1.88, p = 0.01). Preoperative high-sensitive C-reactive protein > 2.5 mg·L−1 predicted higher risks of early (hazard ratio = 2.69, p = 0.02) and midterm mortality (hazard ratio = 1.92, p = 0.02), major morbidity (hazard ratio = 1.46, p = 0.004), major adverse cardiovascular events (hazard ratio = 2.06, p < 0.001), and heart failure (hazard ratio = 1.71, p = 0.03). Conclusions: Elevated high-sensitive C-reactive protein (>2.5 mg·L−1) predicts poor early and midterm outcomes after coronary artery bypass.
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Affiliation(s)
- Jianyang Wang
- State Key Laboratory of Cardiovascular Disease, Department of Cardiovacular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Zhe Zheng
- State Key Laboratory of Cardiovascular Disease, Department of Cardiovacular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Limeng Yang
- State Key Laboratory of Cardiovascular Disease, Department of Cardiovacular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Lu Zhang
- State Key Laboratory of Cardiovascular Disease, Department of Cardiovacular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Hongguang Fan
- State Key Laboratory of Cardiovascular Disease, Department of Cardiovacular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Shengshou Hu
- State Key Laboratory of Cardiovascular Disease, Department of Cardiovacular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
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Lansky A, Elashoff MR, Ng V, McPherson J, Lazar D, Kraus WE, Voros S, Schwartz RS, Topol EJ. A gender-specific blood-based gene expression score for assessing obstructive coronary artery disease in nondiabetic patients: results of the Personalized Risk Evaluation and Diagnosis in the Coronary Tree (PREDICT) trial. Am Heart J 2012; 164:320-6. [PMID: 22980297 DOI: 10.1016/j.ahj.2012.05.012] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2011] [Accepted: 05/21/2012] [Indexed: 11/26/2022]
Abstract
BACKGROUND Currently available noninvasive tests to risk stratify patients for obstructive coronary disease result in many unnecessary cardiac catheterizations, especially in women. We sought to compare the diagnostic accuracy of presenting symptoms, noninvasive test results, and a gene expression score (GES) in identifying obstructive coronary artery disease (CAD) according to gender, using quantitative coronary angiography as the criterion standard. METHODS The PREDICT trial is a prospective multicenter observational study designed to develop and validate gene expression algorithms to assess obstructive CAD, defined as at least one ≥50% diameter stenosis measured by quantitative coronary angiography. Patients referred for diagnostic cardiac catheterization with suspected but previously unknown CAD were enrolled. Noninvasive myocardial perfusion imaging (MPI) was available in 60% of patients. The GES, comprising gender-specific age functions and 6 gene expression terms containing 23 genes, was performed for all patients. RESULTS A total of 1,160 consecutive patients (57.6% men and 42.4% women) were enrolled in PREDICT. The prevalence of obstructive CAD was 46.7% in men and 22.0% in women. Chest pain symptoms were a discriminator of obstructive CAD in men (P < .001) but not in women. The positive predictive value of MPI was significantly higher in men (45%) than in women (22%). An abnormal site-read MPI was not significantly associated with obstructive or severity of CAD. The GES was significantly associated with a 2-fold increase in the odds of obstructive CAD for every 10-point increment in the GES and had a significant association with all measures of severity and burden of CAD. By multivariable analysis, GES was an independent predictor of obstructive CAD in the overall population (odds ratio [OR] 2.53, P = .001) and in the male (OR 1.99, P = .001) and female (OR 3.45, P = .001) subgroups separately, whereas MPI was not. CONCLUSIONS Commonly used diagnostic approaches including symptom evaluation and MPI performed less well in women than in men for identifying significant CAD. In contrast, gender-specific GES performed similarly in women and men. Gene expression score offers a reliable diagnostic approach for the assessment of nondiabetic patients and, in particular, women with suspected obstructive CAD.
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van Loon JE, de Maat MPM, Deckers JW, van Domburg RT, Leebeek FWG. Prognostic markers in young patients with premature coronary heart disease. Atherosclerosis 2012; 224:213-7. [PMID: 22818563 DOI: 10.1016/j.atherosclerosis.2012.06.067] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2012] [Revised: 06/27/2012] [Accepted: 06/28/2012] [Indexed: 12/26/2022]
Abstract
OBJECTIVES To evaluate the survival and prognostic implications of cardiovascular, inflammatory and prothrombotic risk factors in young patients with premature coronary heart disease (CHD). METHODS Follow-up data were obtained from 353 young patients with a first cardiac event (men ≤45 years and women ≤55 years). Baseline characteristics on traditional risk factors were collected at the time of the first event, and plasma levels of C-reactive protein (CRP), von Willebrand Factor (VWF), and fibrinogen were measured one to three months after the first event to exclude an acute phase response. We performed age and sex adjusted Cox regression analyses to assess the relationship between these factors and recurrent events with three different endpoints: all cause mortality, recurrent cardiac event (myocardial infarction or revascularisation procedure), and any recurrent event (cardiac event, cerebrovascular event or all cause mortality). RESULTS During a total follow-up time of 1483 person years (mean 4.2 years), 11 patients died (3%), 42 patients had a recurrent cardiac event (12%), and 53 patients had any recurrent event (15%). CRP was associated with an increased risk of any recurrent event (HR 1.28[95% CI = 1.02-1.59] per unit increase in lnCRP). Also, both CRP (5.00[1.04-24.04]) and fibrinogen (5.04[1.05-24.23]) were associated with all cause mortality when levels were above the 50th percentile. CONCLUSIONS Fifteen percent of young patients with a first cardiac event have a recurrent event or die within a median follow-up of 4.2 years. In these young patients we have shown that, independently of cardiovascular risk factors, high CRP levels contribute to the risk of recurrent events, including all cause mortality, and high fibrinogen levels are associated with all cause mortality.
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Affiliation(s)
- Janine E van Loon
- Department of Haematology, Erasmus University Medical Center, Rotterdam, the Netherlands
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Panichi V, Scatena A, Migliori M, Marchetti V, Paoletti S, Beati S. Biomarkers of chronic inflammatory state in uremia and cardiovascular disease. Int J Inflam 2012; 2012:360147. [PMID: 22701810 PMCID: PMC3373120 DOI: 10.1155/2012/360147] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2012] [Revised: 04/05/2012] [Accepted: 04/17/2012] [Indexed: 11/17/2022] Open
Abstract
Cardiovascular disease is the leading cause of death in the general population; traditional risk factors seem inadequate to explain completely the remarkable prevalence of cardiovascular mortality and morbidity observed in the uremic population. A role for chronic inflammation has been well established in the development of atherosclerotic disease, and, on the basis of these observations, atherosclerosis might be considered an inflammatory disease. Inflammation has been implicated in the etiology of coronary artery disease in the general population, and traditional inflammatory biomarkers such as C-reactive protein (CRP) and interleukin-6 (IL-6) have been shown to predict cardiovascular events in both symptomatic and asymptomatic individuals as well as those in the uremic population. Later on, new nontraditional markers were related to the risk of cardiovascular morbidity and mortality in general and in uremic population. As a consequence of the expanding research base and availability of assays, the number of inflammatory marker tests ordered by clinicians for cardiovascular disease (CVD) risk prediction has grown rapidly and several commercial assays have become available. So, up to now we can consider that several new nontraditional markers as CD40-CD40 ligand system and pentraxin-3 seem to be significant features of cardiovascular disease in general and in ESRD population.
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Affiliation(s)
- Vincenzo Panichi
- Nephrology and Dialysis Unit, Versilia Hospital, Via Aurelia 335, 55034 Lido di Camaiore, Italy
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Prognostic value of high-sensitivity C-reactive protein in a population of post-acute coronary syndrome patients receiving optimal medical treatment. Eur J Prev Cardiol 2011; 19:1128-37. [DOI: 10.1177/1741826711420347] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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