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Saba L, Costa F, Cau R. Pathophysiology and clinical implications of coronary artery calcifications. Curr Opin Cardiol 2024; 39:529-534. [PMID: 39356281 DOI: 10.1097/hco.0000000000001180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/03/2024]
Abstract
PURPOSE OF REVIEW To provide a summary of current understanding of coronary artery calcifications (CACs), outlining the role of calcium in atherosclerosis to comprehend the clinical implications of CAC. RECENT FINDINGS CAC serves as a reliable indicator of coronary artery disease (CAD) and it is associated with cardiovascular events. In recognition of its significance, recent global guidelines have integrated CAC assessment into risk evaluation protocols, highlighting its role as a noninvasive tool for evaluating and stratifying patients' risk for cardiovascular events. Beyond the amount of CAC values, also, calcium morphology had been linked to cardiovascular events.By leveraging CAC assessment, healthcare providers can effectively up or down reclassify patients' risk and tailor preventive strategies accordingly. This comprehensive approach may involve lifestyle modifications, meticulous management of risk factors, and judicious use of preventive medications to mitigate the likelihood of future cardiovascular events, or withhold treatments in those without signs of CAC, to optimize resource use. SUMMARY The identification of CAC burden and morphology through noninvasive imaging modalities can reclassify the prediction of future cardiovascular risk and serve as a risk modifier for atherosclerosis. These data underscore the utility of selectively using CAC assessment in both primary and secondary prevention strategies for atherosclerotic cardiovascular disease.
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Affiliation(s)
- Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Monserrato (Cagliari)
| | - Francesco Costa
- Department of Cardiology, Messina University Hospital, Messina, Italy
| | - Riccardo Cau
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Monserrato (Cagliari)
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2
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Yang T, Qiu Y, Zhang Y, Hu W, Li M, Dai Y, Zhou Y, Yin Y. The association of cardiovascular disease risk with coronary artery calcification and thoracic aortic dilation: a study in idiopathic inflammatory myopathies and systemic lupus erythematosus. Clin Rheumatol 2024; 43:3117-3125. [PMID: 39186172 DOI: 10.1007/s10067-024-07115-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 08/03/2024] [Accepted: 08/18/2024] [Indexed: 08/27/2024]
Abstract
OBJECTIVES We aim to explore the prevalence of coronary artery calcification (CAC) and ascending/descending thoracic aorta (AA/DA) dilation in idiopathic inflammatory myopathies (IIM) and systemic lupus erythematosus (SLE) patients, and to assess associations between cardiovascular disease (CVD) risk factors and these imaging signatures. METHODS This study recruited 151 IIM patients, 140 SLE patients, and 195 controls. The CAC and AA/DA diameters were quantified using non-gated chest CT images. The independent samples t-test or Mann-Whitney test was chosen for comparisons of continuous variables between patients and healthy controls. For categorical data, comparisons were made using the chi-square test or Fisher's exact test. Multivariate regression or Spearman's correlation analysis was employed to probe the associations between CVD risk factors and Framingham risk score (FRS) with imaging signatures. RESULTS The IIM and SLE patients showed significantly higher prevalence of CAC and AA/DA dilatation (P < 0.01). Age was a risk factor for both CAC and AA/DA dilatation in all cohorts (P < 0.01). In IIM patients, the AA/DA dilatation was associated with BMI (P = 0.05). In SLE patients, CAC was associated with the elevated CRP level (P = 0.05). Without CAC, both IIM and SLE patients showed significant correlations between AA/DA diameters and FRS (P < 0.01, P < 0.01). Only in SLE patients, the interleukin-6 (IL-6) level correlated with AA/DA diameters. CONCLUSION The IIM and SLE patients more commonly exhibit CAC and AA/DA dilation. These subclinical atherosclerosis signs are associated with traditional CVD risk factors. For AID patients without CAC, AA/DA diameters could serve as a potential biomarker for early CVD risk. Key Points • The study characterized the manifestation of subclinical atherosclerosis imaging biomarkers (CAC, AA/DA dilation) in IIM and SLE patients. • AA/DA diameters could serve as an early imaging biomarker in clinical management for IIM and SLE patients with early-onset and no CAC present.
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Affiliation(s)
- Tianshu Yang
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No.160, Pujian Road, Shanghai, China
| | - Yage Qiu
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No.160, Pujian Road, Shanghai, China
| | - Yiming Zhang
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No.160, Pujian Road, Shanghai, China
| | - Wentao Hu
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No.160, Pujian Road, Shanghai, China
| | - Muzi Li
- School of Education, Education Studies & Data Science, University of Wisconsin-Madison, Madison, WI, USA
| | - Yongming Dai
- School of Biomedical Engineering & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China
| | - Yan Zhou
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No.160, Pujian Road, Shanghai, China.
| | - Yan Yin
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No.160, Pujian Road, Shanghai, China.
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3
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Peng Y, Jiang Y, Zhou Q, Jia Z, Tang H. SGK1 contributes to ferroptosis in coronary heart disease through the NEDD4L/NF-κB pathway. J Mol Cell Cardiol 2024; 196:71-83. [PMID: 39245317 DOI: 10.1016/j.yjmcc.2024.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 08/14/2024] [Accepted: 09/05/2024] [Indexed: 09/10/2024]
Abstract
The prevalence of coronary heart disease (CHD) has increased significantly with the aging population worldwide. It is unclear whether ferroptosis occurs during CHD. Hence, we aimed to investigate the potential mechanisms associated with ferroptosis in CHD. Bioinformatics was used to characterize differentially expressed genes (DEGs) in CHD-related datasets (GSE21610 and GSE66360). There were 76 and 689 DEGs in the GSE21610 and GSE66360, respectively, and they predominantly associated with immune and inflammatory responses. DDX3Y, EIF1AY, KDM5D, RPS4Y1, SGK1, USP9Y, and NSG1 were intersecting DEGs of GSE21610 and GSE66360. Their expression pattern in circulating endothelial cells (ECs) derived from healthy individuals and CHD patients are consistent with the results of bioinformatics analysis, especially SGK1. In vitro, SGK1 knockdown alleviated the Erastin-induced downregulation of SLC7A11, GPX4, GSH, and GSSG, as well as the upregulation of lipid peroxidation, Fe accumulation, and mitochondrial damage in mouse aortic ECs (MAECs). Notably, SGK1 may interact with NEDD4L according to the String database. Moreover, SGK1 promoted NEDD4L and p-P65 expression in MAECs. Interestingly, the effect of SGK1 knockdown on ferroptosis in MAECs was rescued by overexpression of NEDD4L or PMA (NF-κB pathway activator). In vivo, SGK1 knockdown facilitated the recovery of body weight, blood lipids, and aortic tissue structure in CHD animal models. Furthermore, SGK1 knockdown alleviated Fe accumulation in the aorta and inactivated the NEDD4L-NF-κB pathway. In conclusion, SGK1 contributes to EC ferroptosis by regulating the NEDD4L-NF-κB pathway. SGK1 could be recognized as a therapeutic target related to ferroptosis in CHD.
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Affiliation(s)
- Yong Peng
- Department of Cardiovascular Surgery, Key Laboratory for Cardiovascular Disease of Yunnan Province, Clinical Medicine Center for Cardiovascular Disease of Yunnan Province, Yan'an Hospital Affiliated to Kunming Medical University, Kunming 650051, China
| | - Yu Jiang
- Department of Cardiovascular Surgery, Key Laboratory for Cardiovascular Disease of Yunnan Province, Clinical Medicine Center for Cardiovascular Disease of Yunnan Province, Yan'an Hospital Affiliated to Kunming Medical University, Kunming 650051, China
| | - Qingfeng Zhou
- Department of Cardiovascular Surgery, Key Laboratory for Cardiovascular Disease of Yunnan Province, Clinical Medicine Center for Cardiovascular Disease of Yunnan Province, Yan'an Hospital Affiliated to Kunming Medical University, Kunming 650051, China
| | - Zheng Jia
- Department of Cardiovascular Surgery, Key Laboratory for Cardiovascular Disease of Yunnan Province, Clinical Medicine Center for Cardiovascular Disease of Yunnan Province, Yan'an Hospital Affiliated to Kunming Medical University, Kunming 650051, China.
| | - Han Tang
- Department of Cardiovascular Surgery, Key Laboratory for Cardiovascular Disease of Yunnan Province, Clinical Medicine Center for Cardiovascular Disease of Yunnan Province, Yan'an Hospital Affiliated to Kunming Medical University, Kunming 650051, China.
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Hrabak Paar M, Muršić M, Bremerich J, Heye T. Cardiovascular Aging and Risk Assessment: How Multimodality Imaging Can Help. Diagnostics (Basel) 2024; 14:1947. [PMID: 39272731 PMCID: PMC11393882 DOI: 10.3390/diagnostics14171947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 08/28/2024] [Accepted: 08/29/2024] [Indexed: 09/15/2024] Open
Abstract
Aging affects the cardiovascular system, and this process may be accelerated in individuals with cardiovascular risk factors. The main vascular changes include arterial wall thickening, calcification, and stiffening, together with aortic dilatation and elongation. With aging, we can observe left ventricular hypertrophy with myocardial fibrosis and left atrial dilatation. These changes may lead to heart failure and atrial fibrillation. Using multimodality imaging, including ultrasound, computed tomography (CT), and magnetic resonance imaging, it is possible to detect these changes. Additionally, multimodality imaging, mainly via CT measurements of coronary artery calcium or ultrasound carotid intima-media thickness, enables advanced cardiovascular risk stratification and helps in decision-making about preventive strategies. The focus of this manuscript is to briefly review cardiovascular changes that occur with aging, as well as to describe how multimodality imaging may be used for the assessment of these changes and risk stratification of asymptomatic individuals.
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Affiliation(s)
- Maja Hrabak Paar
- Department of Diagnostic and Interventional Radiology, University Hospital Center Zagreb, Kispaticeva 12, HR-10000 Zagreb, Croatia
| | - Miroslav Muršić
- Department of Diagnostic and Interventional Radiology, University Hospital Center Zagreb, Kispaticeva 12, HR-10000 Zagreb, Croatia
| | - Jens Bremerich
- Clinic of Radiology and Nuclear Medicine, University of Basel Hospital, Petersgraben 4, CH-4031 Basel, Switzerland
| | - Tobias Heye
- Clinic of Radiology and Nuclear Medicine, University of Basel Hospital, Petersgraben 4, CH-4031 Basel, Switzerland
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Savo MT, De Amicis M, Cozac DA, Cordoni G, Corradin S, Cozza E, Amato F, Lassandro E, Da Pozzo S, Tansella D, Di Paolantonio D, Baroni MM, Di Stefano A, De Conti G, Motta R, Pergola V. Comparative Prognostic Value of Coronary Calcium Score and Perivascular Fat Attenuation Index in Coronary Artery Disease. J Clin Med 2024; 13:5205. [PMID: 39274418 PMCID: PMC11395785 DOI: 10.3390/jcm13175205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 08/24/2024] [Accepted: 08/30/2024] [Indexed: 09/16/2024] Open
Abstract
Coronary artery disease (CAD) is the leading global cause of mortality, accounting for approximately 30% of all deaths. It is primarily characterized by the accumulation of atherosclerotic plaques within the coronary arteries, leading to reduced blood flow to the heart muscle. Early detection of atherosclerotic plaques is crucial to prevent major adverse cardiac events. Notably, recent studies have shown that 15% of myocardial infarctions occur in patients with non-obstructive CAD, underscoring the importance of comprehensive plaque assessment beyond merely identifying obstructive lesions. Cardiac Computed Tomography Angiography (CCTA) has emerged as a cost-effective and efficient technique for excluding obstructive CAD, particularly in patients with a low-to-intermediate clinical likelihood of the disease. Recent advancements in CCTA technology, such as improved resolution and reduced scan times, have mitigated many technical challenges, allowing for precise quantification and characterization of both calcified and non-calcified atherosclerotic plaques. This review focuses on two critical physiological aspects of atherosclerotic plaques: the burden of calcifications, assessed via the coronary artery calcium score (CACs), and perivascular fat attenuation index (pFAI), an emerging marker of vascular inflammation. The CACs, obtained through non-contrast CT scans, quantifies calcified plaque burden and is widely used to stratify cardiovascular risk, particularly in asymptomatic patients. Despite its prognostic value, the CACs does not provide information on non-calcified plaques or inflammatory status. In contrast, the pFAI, derived from CCTA, serves as an indirect marker of coronary inflammation and has shown potential in predicting adverse cardiac events. Combining both CACs and pFAI assessment could offer a comprehensive risk stratification approach, integrating the established calcification burden with novel inflammatory markers to enhance CAD prevention and management strategies.
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Affiliation(s)
- Maria Teresa Savo
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Morena De Amicis
- Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Dan Alexandru Cozac
- Emergency Institute for Cardiovascular Diseases and Transplantation of Targu Mures, 540136 Targu Mures, Romania
| | - Gabriele Cordoni
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Simone Corradin
- Radiology Unit, Azienda Ospedale-Università Padova, 35121 Padova, Italy
| | - Elena Cozza
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Filippo Amato
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Eleonora Lassandro
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Stefano Da Pozzo
- Radiology Unit, Azienda Ospedale-Università Padova, 35121 Padova, Italy
| | - Donatella Tansella
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Diana Di Paolantonio
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Maria Maddalena Baroni
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Antonio Di Stefano
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Giorgio De Conti
- Radiology Unit, Azienda Ospedale-Università Padova, 35121 Padova, Italy
| | - Raffaella Motta
- Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Valeria Pergola
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
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Bottardi A, Prado GFA, Lunardi M, Fezzi S, Pesarini G, Tavella D, Scarsini R, Ribichini F. Clinical Updates in Coronary Artery Disease: A Comprehensive Review. J Clin Med 2024; 13:4600. [PMID: 39200741 PMCID: PMC11354290 DOI: 10.3390/jcm13164600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 07/05/2024] [Accepted: 07/26/2024] [Indexed: 09/02/2024] Open
Abstract
Despite significant goals achieved in diagnosis and treatment in recent decades, coronary artery disease (CAD) remains a high mortality entity and continues to pose substantial challenges to healthcare systems globally. After the latest guidelines, novel data have emerged and have not been yet considered for routine practice. The scope of this review is to go beyond the guidelines, providing insights into the most recent clinical updates in CAD, focusing on non-invasive diagnostic techniques, risk stratification, medical management and interventional therapies in the acute and stable scenarios. Highlighting and synthesizing the latest developments in these areas, this review aims to contribute to the understanding and management of CAD helping healthcare providers worldwide.
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Affiliation(s)
- Andrea Bottardi
- Division of Cardiology, Cardio-Thoracic Department, University of Verona, 37100 Verona, Italy; (A.B.); (G.F.A.P.); (S.F.); (G.P.); (D.T.); (R.S.); (F.R.)
| | - Guy F. A. Prado
- Division of Cardiology, Cardio-Thoracic Department, University of Verona, 37100 Verona, Italy; (A.B.); (G.F.A.P.); (S.F.); (G.P.); (D.T.); (R.S.); (F.R.)
- Department of Clinical and Molecular Medicine, Sapienza University, 00185 Rome, Italy
| | - Mattia Lunardi
- Division of Cardiology, Cardio-Thoracic Department, University of Verona, 37100 Verona, Italy; (A.B.); (G.F.A.P.); (S.F.); (G.P.); (D.T.); (R.S.); (F.R.)
- Department of Cardiovascular Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Simone Fezzi
- Division of Cardiology, Cardio-Thoracic Department, University of Verona, 37100 Verona, Italy; (A.B.); (G.F.A.P.); (S.F.); (G.P.); (D.T.); (R.S.); (F.R.)
| | - Gabriele Pesarini
- Division of Cardiology, Cardio-Thoracic Department, University of Verona, 37100 Verona, Italy; (A.B.); (G.F.A.P.); (S.F.); (G.P.); (D.T.); (R.S.); (F.R.)
| | - Domenico Tavella
- Division of Cardiology, Cardio-Thoracic Department, University of Verona, 37100 Verona, Italy; (A.B.); (G.F.A.P.); (S.F.); (G.P.); (D.T.); (R.S.); (F.R.)
| | - Roberto Scarsini
- Division of Cardiology, Cardio-Thoracic Department, University of Verona, 37100 Verona, Italy; (A.B.); (G.F.A.P.); (S.F.); (G.P.); (D.T.); (R.S.); (F.R.)
| | - Flavio Ribichini
- Division of Cardiology, Cardio-Thoracic Department, University of Verona, 37100 Verona, Italy; (A.B.); (G.F.A.P.); (S.F.); (G.P.); (D.T.); (R.S.); (F.R.)
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7
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Bergström G, Hagberg E, Björnson E, Adiels M, Bonander C, Strömberg U, Andersson J, Brunström M, Carlhäll C, Engström G, Erlinge D, Goncalves I, Gummesson A, Hagström E, Hjelmgren O, James S, Janzon M, Jonasson L, Lind L, Magnusson M, Oskarsson V, Sundström J, Svensson P, Söderberg S, Themudo R, Östgren CJ, Jernberg T. Self-Report Tool for Identification of Individuals With Coronary Atherosclerosis: The Swedish CardioPulmonary BioImage Study. J Am Heart Assoc 2024; 13:e034603. [PMID: 38958022 PMCID: PMC11292769 DOI: 10.1161/jaha.124.034603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 05/23/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND Coronary atherosclerosis detected by imaging is a marker of elevated cardiovascular risk. However, imaging involves large resources and exposure to radiation. The aim was, therefore, to test whether nonimaging data, specifically data that can be self-reported, could be used to identify individuals with moderate to severe coronary atherosclerosis. METHODS AND RESULTS We used data from the population-based SCAPIS (Swedish CardioPulmonary BioImage Study) in individuals with coronary computed tomography angiography (n=25 182) and coronary artery calcification score (n=28 701), aged 50 to 64 years without previous ischemic heart disease. We developed a risk prediction tool using variables that could be assessed from home (self-report tool). For comparison, we also developed a tool using variables from laboratory tests, physical examinations, and self-report (clinical tool) and evaluated both models using receiver operating characteristic curve analysis, external validation, and benchmarked against factors in the pooled cohort equation. The self-report tool (n=14 variables) and the clinical tool (n=23 variables) showed high-to-excellent discriminative ability to identify a segment involvement score ≥4 (area under the curve 0.79 and 0.80, respectively) and significantly better than the pooled cohort equation (area under the curve 0.76, P<0.001). The tools showed a larger net benefit in clinical decision-making at relevant threshold probabilities. The self-report tool identified 65% of all individuals with a segment involvement score ≥4 in the top 30% of the highest-risk individuals. Tools developed for coronary artery calcification score ≥100 performed similarly. CONCLUSIONS We have developed a self-report tool that effectively identifies individuals with moderate to severe coronary atherosclerosis. The self-report tool may serve as prescreening tool toward a cost-effective computed tomography-based screening program for high-risk individuals.
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Affiliation(s)
- Göran Bergström
- Department of Molecular and Clinical MedicineInstitute of Medicine, Sahlgrenska Academy, University of GothenburgGothenburgSweden
- Department of Clinical PhysiologyRegion Västra Götaland, Sahlgrenska University HospitalGothenburgSweden
| | - Eva Hagberg
- Department of Molecular and Clinical MedicineInstitute of Medicine, Sahlgrenska Academy, University of GothenburgGothenburgSweden
- Department of Clinical PhysiologyRegion Västra Götaland, Sahlgrenska University HospitalGothenburgSweden
| | - Elias Björnson
- Department of Molecular and Clinical MedicineInstitute of Medicine, Sahlgrenska Academy, University of GothenburgGothenburgSweden
| | - Martin Adiels
- School of Public Health and Community MedicineInstitute of Medicine, University of GothenburgGothenburgSweden
| | - Carl Bonander
- School of Public Health and Community MedicineInstitute of Medicine, University of GothenburgGothenburgSweden
- Centre for Societal Risk ResearchKarlstad UniversityKarlstadSweden
| | - Ulf Strömberg
- School of Public Health and Community MedicineInstitute of Medicine, University of GothenburgGothenburgSweden
- Department of Research and DevelopmentRegion HallandHalmstadSweden
| | - Jonas Andersson
- Department of Public Health and Clinical MedicineUmeå UniversityUmeåSweden
| | - Mattias Brunström
- Department of Public Health and Clinical MedicineUmeå UniversityUmeåSweden
| | - Carl‐Johan Carlhäll
- Center for Medical Image Science and Visualization (CMIV)Linköping UniversityLinköpingSweden
- Department of Clinical Physiology in Linköping, Department of Health, Medicine and Caring SciencesLinköping UniversityLinköpingSweden
| | - Gunnar Engström
- Department of Clinical Sciences in MalmöLund UniversityMalmöSweden
| | - David Erlinge
- Department of Clinical Sciences Lund, CardiologyLund University, Skåne University HospitalLundSweden
| | - Isabel Goncalves
- Department of CardiologySkåne University HospitalMalmöSweden
- Cardiovascular Research Translational Studies, Department of Clinical Sciences MalmöLund UniversityMalmöSweden
| | - Anders Gummesson
- Department of Molecular and Clinical MedicineInstitute of Medicine, Sahlgrenska Academy, University of GothenburgGothenburgSweden
- Department of Clinical Genetics and GenomicsSahlgrenska University HospitalGothenburgSweden
| | - Emil Hagström
- Department of Medical SciencesCardiology, Uppsala UniversityUppsalaSweden
- Uppsala Clinical Research CenterUppsala UniversityUppsalaSweden
| | - Ola Hjelmgren
- Department of Molecular and Clinical MedicineInstitute of Medicine, Sahlgrenska Academy, University of GothenburgGothenburgSweden
- Pediatric Heart Centre, Queen Silvias Childrens hospitalSahlgrenska University HospitalGothenburgSweden
| | - Stefan James
- Department of Medical SciencesCardiology, Uppsala UniversityUppsalaSweden
- Uppsala Clinical Research CenterUppsala UniversityUppsalaSweden
| | - Magnus Janzon
- Department of Cardiology and Department of Health, Medicine and Caring Sciences, Unit of Cardiovascular SciencesLinköping UniversityLinköpingSweden
| | - Lena Jonasson
- Department of Cardiology and Department of Health, Medicine and Caring Sciences, Unit of Cardiovascular SciencesLinköping UniversityLinköpingSweden
| | - Lars Lind
- Department of Medical Sciences, Clinical EpidemiologyUppsala UniversityUppsalaSweden
| | - Martin Magnusson
- Department of Clinical Sciences in MalmöLund UniversityMalmöSweden
- Department of CardiologySkåne University HospitalMalmöSweden
- North‐West UniversityPotchefstroomSouth Africa
- Wallenberg Center for Molecular MedicineLund UniversityLundSweden
| | - Viktor Oskarsson
- Department of Public Health and Clinical MedicineUmeå UniversityUmeåSweden
- Piteå Research UnitRegion NorrbottenPiteåSweden
| | - Johan Sundström
- Department of Medical SciencesUppsala UniversityUppsalaSweden
- The George Institute for Global HealthUniversity of New South WalesSydneyNew South WalesAustralia
| | - Per Svensson
- Department of Clinical Science and Education, SödersjukhusetKarolinska InstitutetStockholmSweden
- Department of CardiologySödersjukhusetStockholmSweden
| | - Stefan Söderberg
- Department of Public Health and Clinical MedicineUmeå UniversityUmeåSweden
| | - Raquel Themudo
- Department of Clinical Science, Intervention and Technology, Division of Medical Imaging and TechnologyKarolinska InstituteStockholmSweden
- Department of RadiologyKarolinska University Hospital in HuddingeStockholmSweden
| | - Carl Johan Östgren
- Center for Medical Image Science and Visualization (CMIV)Linköping UniversityLinköpingSweden
- Department of Health, Medicine and Caring SciencesLinköping UniversityLinköpingSweden
| | - Tomas Jernberg
- Department of Clinical SciencesDanderyd University Hospital, Karolinska InstitutetStockholmSweden
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Arslan A, Aytemiz F, Işıklar İ, Özkaya ÖG. Re-Evaluation of Cardiovascular Disease Risk and Primary Prevention Treatments with Coronary Artery Calcium Scoring in Primary Prevention Patients. J Clin Med 2024; 13:4125. [PMID: 39064165 PMCID: PMC11278108 DOI: 10.3390/jcm13144125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 06/17/2024] [Accepted: 06/25/2024] [Indexed: 07/28/2024] Open
Abstract
Objective: The coronary artery calcium score (CACS) is used as a screening tool to identify the presence/absence of subclinical atherosclerosis in asymptomatic individuals. We evaluated the risk categories and medical therapy of asymptomatic individuals with subclinical atherosclerosis (CACS > 0) and applied the atherosclerotic cardiovascular disease (ASCVD) score and Framingham risk score (FRS) to assess those at a high risk of subclinical atherosclerosis (CACS ≥ 400). Methods: We retrospectively enrolled 218 asymptomatic individuals (65.6% women, and mean age 67.5 ± 10.3 years) who had their CACS evaluated at the cardiovascular department of our hospital between 2016 and 2020. Results: Among the 218 participants, 24.3% were classified as low-risk according to the FRS, and 19.3% had no subclinical atherosclerosis. However, only 12.8% and 27.5% of the study population were taking statins and aspirin, respectively. Furthermore, although more than half of the individuals without subclinical atherosclerosis were in the intermediate- and high-risk groups according to the risk scores, there were no considerable differences in the rates of taking aspirin and statins between the groups. When patients in the very-high-risk group according to the CACS and low-intermediate-risk patients were compared, there was no considerable difference in the rates of risk subgroups and taking statins, whereas high-risk patients took statistically significantly more aspirin. Conclusions: In primary prevention screening, CACS can be used as a reliable marker of subclinical ASCVD and help physicians optimize and improve adherence to medical therapy, including aspirin and statins, particularly for high-risk individuals.
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Affiliation(s)
- Abdulla Arslan
- Department of Cardiology, Baskent University, Istanbul 34662, Turkey;
| | - Fatih Aytemiz
- Department of Cardiology, City Hospital of Manisa, Istanbul 45030, Turkey;
| | - İclal Işıklar
- Department of Radiology, Baskent University, Istanbul 34662, Turkey;
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9
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Faridi KF, Lahan S, Budoff MJ, Cury RC, Feldman T, Pan AP, Fialkow J, Nasir K. Serum Lipoproteins Are Associated With Coronary Atherosclerosis in Asymptomatic U.S. Adults Without Traditional Risk Factors. JACC. ADVANCES 2024; 3:101049. [PMID: 39129991 PMCID: PMC11312344 DOI: 10.1016/j.jacadv.2024.101049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 03/27/2024] [Accepted: 04/16/2024] [Indexed: 08/13/2024]
Abstract
Background The relationship between atherogenic lipoproteins and subclinical coronary atherosclerosis has not been thoroughly evaluated in low-risk adults. Objectives The purpose of this study was to assess the association of low-density lipoprotein cholesterol (LDL-C), non-high-density lipoprotein cholesterol (HDL-C), and apolipoprotein B (apoB) with coronary atherosclerosis in adults without traditional risk factors. Methods We assessed atherosclerosis on coronary computed tomography angiography among asymptomatic adults in the Miami Heart Study not taking lipid-lowering therapy and without hypertension, diabetes, or active tobacco use. Prevalence of atherosclerosis was evaluated based on serum LDL-C, non-HDL-C, and apoB, and multivariable logistic regression with forward selection was used to assess variables associated with coronary plaque. Results Among 1,033 adults 40 to 65 years of age, 55.0% were women and 86.3% had estimated 10-year atherosclerotic cardiovascular disease risk <5%. Coronary atherosclerosis prevalence was 35.9% (50.6% in men; 23.8% in women) and 3.4% had ≥1 high-risk plaque feature. Atherosclerosis prevalence increased with LDL-C, ranging from 13.2% in adults with LDL-C <70 mg/dL up to 48.2% with ≥160 mg/dL. Higher LDL-C (adjusted OR [aOR]: 1.13 [95% CI: 1.08-1.18] per 10 mg/dL), age (aOR: 1.43 [95% CI: 1.28-1.60] per 5 years), male sex (aOR: 3.81 [95% CI: 2.86-5.10]), and elevated lipoprotein(a) (aOR: 1.46 [95% CI: 1.01-2.09]) were associated with atherosclerosis. Higher serum non-HDL-C and apoB were similarly associated with atherosclerosis. In adults with optimal risk factors, 21.2% had atherosclerosis with greater prevalence at higher lipoprotein levels. Conclusions Among asymptomatic middle-aged adults without traditional risk factors, coronary atherosclerosis is common and increasingly prevalent at higher levels of atherogenic lipoproteins. These findings emphasize the importance of lipid-lowering strategies to prevent development and progression of atherosclerosis regardless of risk factors.
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Affiliation(s)
- Kamil F. Faridi
- Section of Cardiovascular Medicine, Department of Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Shubham Lahan
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Matthew J. Budoff
- Division of Cardiology, Harbor UCLA Medical Center, Torrance, California, USA
| | - Ricardo C. Cury
- Miami Cardiac and Vascular Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Theodore Feldman
- Miami Cardiac and Vascular Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Alan P. Pan
- Center for Health Data Science and Analytics, Houston Methodist Research Institute, Houston, Texas, USA
| | - Jonathan Fialkow
- Miami Cardiac and Vascular Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
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10
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Rikhi R, Schaich CL, Hafzalla GW, Patel NA, Tannenbaum JE, German CA, Polonsky T, Tsai MY, Ahmad MI, Islam T, Chevli PA, Shapiro MD. Small dense low-density lipoprotein cholesterol and coronary artery calcification in the Multi-Ethnic Study of Atherosclerosis. Eur J Prev Cardiol 2024; 31:1048-1054. [PMID: 38323698 PMCID: PMC11144463 DOI: 10.1093/eurjpc/zwae049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 01/17/2024] [Accepted: 02/02/2024] [Indexed: 02/08/2024]
Abstract
AIMS Elevated small dense LDL cholesterol (sd-LDL-C) increases atherosclerotic cardiovascular disease (CVD) risk. Although coronary artery calcification (CAC) is widely used for predicting CVD events, few studies have examined the relationship between sd-LDL-C and CAC. METHODS AND RESULTS This study included 4672 individuals with directly measured baseline sd-LDL-C and CAC from the Multi-Ethnic Study of Atherosclerosis [mean (standard deviation) age: 61.9 (10.4) years; 52.5% women; 47.3% with baseline CAC (mean score >0)]. We used multi-variable general linear models and restricted cubic splines with the goodness of fit testing to evaluate the association of sd-LDL-C with the presence of CAC. Odds ratios [OR (95% confidence interval)] were adjusted for demographics and cardiovascular risk factors, including estimated total LDL-C. Higher quartiles of sd-LDL-C were associated with the presence of CAC, even after accounting for total LDL-C. Compared with the lowest quartile of sd-LDL-C, participants in Quartiles 2, 3, and 4 had higher odds for the presence of baseline CAC [Quartile 2 OR: 1.24 (1.00, 1.53); Quartile 3 OR: 1.51 (1.19, 1.93); and Quartile 4 OR 1.59 (1.17, 2.16)]. Splines suggested a quadratic curvilinear relationship of continuous sd-LDL-C with CAC after adjustment for demographics and CVD risk factors (quadratic vs. first-order sd-LDL-C terms likelihood ratio test: P = 0.015), but not after accounting for total LDL-C (quadratic vs. first-order terms: P = 0.156). CONCLUSION In a large, multi-ethnic sample without known CVD, higher sd-LDL-C was associated with the presence of CAC, above and beyond total LDL-C. Whether selective direct measurement of sd-LDL-C is indicated to refine cardiovascular risk assessment in primary prevention warrants further investigation.
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Affiliation(s)
- Rishi Rikhi
- Centre for Prevention of Cardiovascular Disease, Section on Cardiovascular Medicine, Department of Internal Medicine, Wake Forest University School of Medicine, 1 Medical Center Blvd, Winston-Salem, NC 27157, USA
| | - Christopher L Schaich
- Department of Surgery, Hypertension and Vascular Research Centre, Wake Forest University School of Medicine, 575 N Patterson Ave, Suite 120, Winston-Salem, NC 27101, USA
| | - George W Hafzalla
- Department of Internal Medicine, Loma Linda University Health, 11234 Anderson St, Loma Linda, CA 92354, USA
| | - Nisha A Patel
- Department of Internal Medicine, Wake Forest University School of Medicine, 1 Medical Center Blvd, Winston-Salem, NC 27157, USA
| | - Jordan E Tannenbaum
- Centre for Prevention of Cardiovascular Disease, Section on Cardiovascular Medicine, Department of Internal Medicine, Wake Forest University School of Medicine, 1 Medical Center Blvd, Winston-Salem, NC 27157, USA
| | - Charles A German
- Department of Internal Medicine, Section of Cardiology, University of Chicago, 5841 S Maryland Ave, Chicago, IL 60637, USA
| | - Tamar Polonsky
- Department of Internal Medicine, Section of Cardiology, University of Chicago, 5841 S Maryland Ave, Chicago, IL 60637, USA
| | - Michael Y Tsai
- Department of Laboratory Medicine and Pathology, University of Minnesota, 420 Delaware St SE, Minneapolis, MN 55455, USA
| | - Muhammad Imtiaz Ahmad
- Department of Internal Medicine, Section on Hospital Medicine, Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, USA
| | - Tareq Islam
- Department of Medicine, Beth Israel Deaconess Medical Centre, 330 Brookline Ave, Boston, MA 02215, USA
| | - Parag A Chevli
- Department of Internal Medicine, Wake Forest University School of Medicine, 1 Medical Center Blvd, Winston-Salem, NC 27157, USA
| | - Michael D Shapiro
- Centre for Prevention of Cardiovascular Disease, Section on Cardiovascular Medicine, Department of Internal Medicine, Wake Forest University School of Medicine, 1 Medical Center Blvd, Winston-Salem, NC 27157, USA
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11
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Solanki AJ, Kamrava M, Posadas EM, Freedland SJ, Ballas L, Sandler HM, Bairey Merz CN, Atkins KM, Nikolova AP. A practical guide for assessing and managing cardiovascular risk during androgen-deprivation therapy in patients with prostate cancer. Cancer 2024; 130:1916-1929. [PMID: 38529566 DOI: 10.1002/cncr.35285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 02/23/2024] [Accepted: 02/26/2024] [Indexed: 03/27/2024]
Abstract
Prostate cancer is the most common malignancy among men worldwide, and androgen-deprivation therapy (ADT) is a mainstay of treatment. There are observational data demonstrating an increased risk of cardiovascular events in patients who receive ADT, particularly those who have an elevated baseline cardiovascular risk. Because, for most patients with prostate cancer, death is predominantly from noncancer-related causes, cardiovascular disease and its risk factors should be optimized during cancer treatment. This review provides an overview of the landscape of ADT treatment and serves as a guide for appropriate cardiovascular screening and risk-mitigation strategies. The authors emphasize the importance of shared communication between the multidisciplinary cancer team and primary care to improve baseline cardiovascular screening and treatment of modifiable risk factors within this higher risk population.
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Affiliation(s)
- Aum J Solanki
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Mitchell Kamrava
- Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Edwin M Posadas
- Department of Medicine, Division of Hematology Oncology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Stephen J Freedland
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Leslie Ballas
- Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Howard M Sandler
- Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - C Noel Bairey Merz
- Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Katelyn M Atkins
- Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Andriana P Nikolova
- Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, USA
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12
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Aengevaeren VL, Claessen G, Eijsvogels TM. Coronary atherosclerosis in athletes: recent insights and clinical considerations. Br J Sports Med 2024; 58:574-576. [PMID: 38503469 DOI: 10.1136/bjsports-2023-107938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/11/2024] [Indexed: 03/21/2024]
Affiliation(s)
- Vincent L Aengevaeren
- Departments of Medical Biosciences and Cardiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Guido Claessen
- Department of Cardiology, Hartcentrum Jessa Ziekenhuis, Hasselt, Belgium
- Department of Cardiovascular Diseases, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Thijs Mh Eijsvogels
- Department of Medical Biosciences, Radboud University Medical Center, Nijmegen, The Netherlands
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13
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Hoori A, Al-Kindi S, Hu T, Song Y, Wu H, Lee J, Tashtish N, Fu P, Gilkeson R, Rajagopalan S, Wilson DL. Enhancing cardiovascular risk prediction through AI-enabled calcium-omics. Sci Rep 2024; 14:11134. [PMID: 38750142 PMCID: PMC11096314 DOI: 10.1038/s41598-024-60584-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 04/24/2024] [Indexed: 05/18/2024] Open
Abstract
Whole-heart coronary calcium Agatston score is a well-established predictor of major adverse cardiovascular events (MACE), but it does not account for individual calcification features related to the pathophysiology of the disease (e.g., multiple-vessel disease, spread of the disease along the vessel, stable calcifications, numbers of lesions, and density). We used novel, hand-crafted calcification features (calcium-omics); Cox time-to-event modeling; elastic net; and up and down synthetic sampling methods for imbalanced data, to assess MACE risk. We used 2457 CT calcium score (CTCS) images enriched for MACE events from our large no-cost CLARIFY program (ClinicalTrials.gov Identifier: NCT04075162). Among calcium-omics features, numbers of calcifications, LAD mass, and diffusivity (a measure of spatial distribution) were especially important determinants of increased risk, with dense calcification (> 1000HU, stable calcifications) associated with reduced risk Our calcium-omics model with (training/testing, 80/20) gave C-index (80.5%/71.6%) and 2-year AUC (82.4%/74.8%). Although the C-index is notoriously impervious to model improvements, calcium-omics compared favorably to Agatston and gave a significant difference (P < 0.001). The calcium-omics model identified 73.5% of MACE cases in the high-risk group, a 13.2% improvement as compared to Agatston, suggesting that calcium-omics could be used to better identity candidates for intensive follow-up and therapies. The categorical net-reclassification index was NRI = 0.153. Our findings from this exploratory study suggest the utility of calcium-omics in improved risk prediction. These promising results will pave the way for more extensive, multi-institutional studies of calcium-omics.
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Affiliation(s)
- Ammar Hoori
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Sadeer Al-Kindi
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, 44106, USA
- School of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Tao Hu
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Yingnan Song
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Hao Wu
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Juhwan Lee
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Nour Tashtish
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, 44106, USA
| | - Pingfu Fu
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Robert Gilkeson
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, 44106, USA
- Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH, 44106, USA
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, 44106, USA
- School of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - David L Wilson
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA.
- Department of Radiology, Case Western Reserve University, Cleveland, OH, 44106, USA.
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14
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Pagano G, Koshy AN, Chadha R, VanWagner LB, Crespo G. Management of the liver transplant candidate with high cardiac risk: Multidisciplinary best practices and recommendations. Liver Transpl 2024:01445473-990000000-00376. [PMID: 38727607 DOI: 10.1097/lvt.0000000000000396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 05/03/2024] [Indexed: 07/19/2024]
Abstract
In a setting characterized by a growing prevalence of patients with alcohol-associated and metabolic dysfunction-associated steatotic liver diseases, coupled with an aging patient demographic, the incidence of cardiac comorbidities in liver transplant candidates is on the rise. These comorbidities not only pose barriers to transplant eligibility but also impact the intraoperative course and affect posttransplant outcomes. As such, there is a significant need to optimize the clinical management of these cardiac comorbidities. However, there is a scarcity of evidence regarding the best practices for managing cardiac comorbidities such as coronary and valvular heart diseases, arrhythmia, and cardiomyopathy in this population, both before and during transplant surgery. These conditions necessitate a coordinated and multidisciplinary approach to care. In this manuscript, we conduct a comprehensive review of the most recent evidence pertaining to the preoperative and intraoperative management of these cardiac comorbidities in liver transplant candidates. Our aim is to provide recommendations that improve and standardize their clinical care.
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Affiliation(s)
- Giulia Pagano
- Department of Hepatology, Hospital Clínic, Liver Transplant Unit, IDIBAPS, CIBERehd, University of Barcelona, Barcelona, Spain
| | - Anoop N Koshy
- Department of Cardiology and Victorian Liver Transplant Unit, Austin Health, University of Melbourne, Victoria, Australia
| | - Ryan Chadha
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Jacksonville, Florida, USA
| | - Lisa B VanWagner
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Gonzalo Crespo
- Department of Hepatology, Hospital Clínic, Liver Transplant Unit, IDIBAPS, CIBERehd, University of Barcelona, Barcelona, Spain
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15
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Royer P, Björnson E, Adiels M, Álvez MB, Fagerberg L, Bäckhed F, Uhlén M, Gummesson A, Bergström G. Plasma proteomics for prediction of subclinical coronary artery calcifications in primary prevention. Am Heart J 2024; 271:55-67. [PMID: 38325523 DOI: 10.1016/j.ahj.2024.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 01/30/2024] [Indexed: 02/09/2024]
Abstract
BACKGROUND AND AIMS Recent developments in high-throughput proteomic technologies enable the discovery of novel biomarkers of coronary atherosclerosis. The aims of this study were to test if plasma protein subsets could detect coronary artery calcifications (CAC) in asymptomatic individuals and if they add predictive value beyond traditional risk factors. METHODS Using proximity extension assays, 1,342 plasma proteins were measured in 1,827 individuals from the Impaired Glucose Tolerance and Microbiota (IGTM) study and 883 individuals from the Swedish Cardiopulmonary BioImage Study (SCAPIS) aged 50-64 years without history of ischaemic heart disease and with CAC assessed by computed tomography. After data-driven feature selection, extreme gradient boosting machine learning models were trained on the IGTM cohort to predict the presence of CAC using combinations of proteins and traditional risk factors. The trained models were validated in SCAPIS. RESULTS The best plasma protein subset (44 proteins) predicted CAC with an area under the curve (AUC) of 0.691 in the validation cohort. However, this was not better than prediction by traditional risk factors alone (AUC = 0.710, P = .17). Adding proteins to traditional risk factors did not improve the predictions (AUC = 0.705, P = .6). Most of these 44 proteins were highly correlated with traditional risk factors. CONCLUSIONS A plasma protein subset that could predict the presence of subclinical CAC was identified but it did not outperform nor improve a model based on traditional risk factors. Thus, support for this targeted proteomics platform to predict subclinical CAC beyond traditional risk factors was not found.
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Affiliation(s)
- Patrick Royer
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Department of Clinical Physiology, Gothenburg, Sweden; Department of Critical Care, University Hospital of Martinique, Fort-de-France, France
| | - Elias Björnson
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
| | - Martin Adiels
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden; School of Public Health and Community Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - María Bueno Álvez
- Science for Life Laboratory, Department of Protein Science, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Linn Fagerberg
- Science for Life Laboratory, Department of Protein Science, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Fredrik Bäckhed
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Department of Clinical Physiology, Gothenburg, Sweden
| | - Mathias Uhlén
- Science for Life Laboratory, Department of Protein Science, KTH Royal Institute of Technology, Stockholm, Sweden; Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Anders Gummesson
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Department of Clinical Genetics and Genomics, Gothenburg, Sweden
| | - Göran Bergström
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Department of Clinical Physiology, Gothenburg, Sweden.
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16
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Mostaza JM, Pintó X, Armario P, Masana L, Real JT, Valdivielso P, Arrobas-Velilla T, Baeza-Trinidad R, Calmarza P, Cebollada J, Civera-Andrés M, Cuende Melero JI, Díaz-Díaz JL, Espíldora-Hernández J, Fernández Pardo J, Guijarro C, Jericó C, Laclaustra M, Lahoz C, López-Miranda J, Martínez-Hervás S, Muñiz-Grijalvo O, Páramo JA, Pascual V, Pedro-Botet J, Pérez-Martínez P, Puzo J. SEA 2024 Standards for Global Control of Vascular Risk. CLINICA E INVESTIGACION EN ARTERIOSCLEROSIS : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE ARTERIOSCLEROSIS 2024; 36:133-194. [PMID: 38490888 DOI: 10.1016/j.arteri.2024.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 02/03/2024] [Indexed: 03/17/2024]
Abstract
One of the objectives of the Spanish Society of Arteriosclerosis is to contribute to the knowledge, prevention and treatment of vascular diseases, which are the leading cause of death in Spain and entail a high degree of disability and health expenditure. Atherosclerosis is a multifactorial disease and its prevention requires a global approach that takes into account the associated risk factors. This document summarises the current evidence and includes recommendations for patients with established vascular disease or at high vascular risk: it reviews the symptoms and signs to evaluate, the laboratory and imaging procedures to request routinely or in special situations, and includes the estimation of vascular risk, diagnostic criteria for entities that are vascular risk factors, and general and specific recommendations for their treatment. Finally, it presents aspects that are not usually referenced in the literature, such as the organisation of a vascular risk consultation.
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Affiliation(s)
- José María Mostaza
- Servicio de Medicina Interna, Unidad de Lípidos y Arteriosclerosis, Hospital La Paz-Carlos III, Madrid, España.
| | - Xavier Pintó
- Unidad de Riesgo Vascular, Servicio de Medicina Interna, Hospital Universitario Bellvitge, Centro de Investigación Biomédica en Red, Fisiopatología de la Obesidad y Nutrición (CIBERobn), Fundación para la Investigación y Prevención de las Enfermedades Cardiovasculares (FIPEC), Universidad de Barcelona, Instituto de Investigación Biomédica de Bellvitge (IDIBELL), Barcelona, España
| | - Pedro Armario
- Servicio de Medicina Interna, Área de Atención Integrada de Riesgo Vascular, Complex Hospitalari Universitari Moisès Broggi, Consorci Sanitari Integral (CSI), Sant Joan Despí, Universidad de Barcelona, Barcelona, España
| | - Luis Masana
- Unidad de Medicina Vascular y Metabolismo (UVASMET), Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari Sant Joan de Reus, Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Universitat Rovira i Virgili, Tarragona, España
| | - José T Real
- Servicio de Endocrinología y Nutrición, Hospital Clínico, Universidad de València, Valencia, España; Departamento de Medicina, Universidad de Valencia, Valencia, España; CIBER de Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, España
| | - Pedro Valdivielso
- Unidad de Lípidos, Servicio de Medicina Interna, Hospital Universitario Virgen de la Victoria, Málaga, España; Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina (IBIMA-Bionand), Universidad de Málaga, Málaga, España
| | - Teresa Arrobas-Velilla
- Laboratorio de Nutrición y RCV, UGC de Bioquímica clínica, Hospital Virgen Macarena, Sevilla, España
| | | | - Pilar Calmarza
- Servicio de Bioquímica Clínica, Hospital Universitario Miguel Servet, Zaragoza, España; Centro de Investigación en Red en Enfermedades Cardiovasculares (CIBERCV), Instituto de Investigación Sanitaria (ISS) de Aragón, Universidad de Zaragoza, Zaragoza, España
| | - Jesús Cebollada
- Servicio de Medicina Interna, Hospital Clínico Universitario Lozano Blesa, Zaragoza, España
| | - Miguel Civera-Andrés
- Servicio de Endocrinología y Nutrición, Hospital Clínico, Universidad de València, Valencia, España; Departamento de Medicina, Universidad de Valencia, Valencia, España
| | - José I Cuende Melero
- Consulta de Riesgo Cardiovascular, Servicio de Medicina Interna, Complejo Asistencial Universitario de Palencia, Palencia, España
| | - José L Díaz-Díaz
- Sección de Medicina Interna, Unidad de Lípidos y Riesgo Cardiovascular, Hospital Abente y Lago Complejo Hospitalario Universitario A Coruña, La Coruña, España
| | - Javier Espíldora-Hernández
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina (IBIMA-Bionand), Universidad de Málaga, Málaga, España; Unidad de Lípidos y Unidad Asistencial de Hipertensión Arterial- Riesgo Vascular (HTA-RV), UGC Medicina Interna, Hospital Universitario Virgen de la Victoria, Málaga, España
| | - Jacinto Fernández Pardo
- Servicio de Medicina Interna, Hospital General Universitario Reina Sofía de Murcia, Universidad de Murcia, Murcia, España
| | - Carlos Guijarro
- Unidad de Medicina Interna, Hospital Universitario Fundación Alcorcón, Universidad Rey Juan Carlos, Alcorón, España
| | - Carles Jericó
- Servicio de Medicina Interna, Área de Atención Integrada de Riesgo Vascular, Complex Hospitalari Universitari Moisès Broggi, Consorci Sanitari Integral (CSI), Sant Joan Despí, Universidad de Barcelona, Barcelona, España
| | - Martín Laclaustra
- Centro de Investigación en Red en Enfermedades Cardiovasculares (CIBERCV), Instituto de Investigación Sanitaria (ISS) de Aragón, Universidad de Zaragoza, Zaragoza, España
| | - Carlos Lahoz
- Servicio de Medicina Interna, Unidad de Lípidos y Arteriosclerosis, Hospital La Paz-Carlos III, Madrid, España
| | - José López-Miranda
- Unidad de Lípidos y Arteriosclerosis, UGC de Medicina Interna, Hospital Universitario Reina Sofía, Córdoba, España; Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Universidad de Córdoba, Córdoba, España; CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, España
| | - Sergio Martínez-Hervás
- Servicio de Endocrinología y Nutrición, Hospital Clínico, Universidad de València, Valencia, España; Departamento de Medicina, Universidad de Valencia, Valencia, España; CIBER de Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, España
| | - Ovidio Muñiz-Grijalvo
- Servicio de Medicina Interna, UCERV, UCAMI, Hospital Virgen del Rocío de Sevilla, Sevilla, España
| | - José A Páramo
- Servicio de Hematología, Clínica Universidad de Navarra, Navarra, España; Laboratorio Aterotrombosis, CIMA, Universidad de Navarra, Pamplona, España
| | - Vicente Pascual
- Centro de Salud Palleter, Universidad CEU-Cardenal Herrera, Castellón, España
| | - Juan Pedro-Botet
- Unidad de Lípidos y Riesgo Vascular, Servicio de Endocrinología y Nutrición, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, España
| | - Pablo Pérez-Martínez
- Unidad de Lípidos y Arteriosclerosis, UGC de Medicina Interna, Hospital Universitario Reina Sofía, Córdoba, España; Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Universidad de Córdoba, Córdoba, España; CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, España
| | - José Puzo
- Servicio de Bioquímica Clínica, Unidad de Lípidos, Hospital General Universitario San Jorge de Huesca, Huesca, España; Departamento de Medicina, Universidad de Zaragoza, Zaragoza, España
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17
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Manubolu VS, Ichikawa K, Budoff MJ. Innovations in cardiac computed tomography: Imaging in coronary artery disease. Prog Cardiovasc Dis 2024; 84:51-59. [PMID: 38754532 DOI: 10.1016/j.pcad.2024.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 05/13/2024] [Indexed: 05/18/2024]
Abstract
Coronary computed tomography angiography (CCTA) has emerged as a pivotal tool in the non-invasive evaluation of coronary artery disease (CAD). Recent advancements in imaging techniques, quantitative plaque assessment methods, assessment of coronary physiology, and perivascular coronary inflammation have propelled CCTA to the forefront of CAD management, enabling precise risk stratification, disease monitoring, and evaluation of treatment response. However, challenges persist, including the need for cardiovascular outcomes data for therapy modifications based on CCTA findings and the lack of standardized quantitative plaque assessment techniques to establish universal guidelines for treatment strategies. This review explores the current utilization of CCTA in clinical practice, highlighting its clinical impact and discussing challenges and opportunities for future development. By addressing these nuances, CCTA holds promise for revolutionizing coronary imaging and improving CAD management in the years to come. Ultimately, the goal is to provide precise risk stratification, optimize medical therapy, and improve cardiovascular outcomes while ensuring cost-effectiveness for healthcare systems.
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18
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Gennari AG, Rossi A, De Cecco CN, van Assen M, Sartoretti T, Giannopoulos AA, Schwyzer M, Huellner MW, Messerli M. Artificial intelligence in coronary artery calcium score: rationale, different approaches, and outcomes. Int J Cardiovasc Imaging 2024; 40:951-966. [PMID: 38700819 PMCID: PMC11147943 DOI: 10.1007/s10554-024-03080-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Accepted: 03/09/2024] [Indexed: 06/05/2024]
Abstract
Almost 35 years after its introduction, coronary artery calcium score (CACS) not only survived technological advances but became one of the cornerstones of contemporary cardiovascular imaging. Its simplicity and quantitative nature established it as one of the most robust approaches for atherosclerotic cardiovascular disease risk stratification in primary prevention and a powerful tool to guide therapeutic choices. Groundbreaking advances in computational models and computer power translated into a surge of artificial intelligence (AI)-based approaches directly or indirectly linked to CACS analysis. This review aims to provide essential knowledge on the AI-based techniques currently applied to CACS, setting the stage for a holistic analysis of the use of these techniques in coronary artery calcium imaging. While the focus of the review will be detailing the evidence, strengths, and limitations of end-to-end CACS algorithms in electrocardiography-gated and non-gated scans, the current role of deep-learning image reconstructions, segmentation techniques, and combined applications such as simultaneous coronary artery calcium and pulmonary nodule segmentation, will also be discussed.
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Affiliation(s)
- Antonio G Gennari
- Department of Nuclear Medicine, University Hospital Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Alexia Rossi
- Department of Nuclear Medicine, University Hospital Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Carlo N De Cecco
- Division of Cardiothoracic Imaging, Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA
- Translational Laboratory for Cardiothoracic Imaging and Artificial Intelligence, Emory University, Atlanta, GA, USA
| | - Marly van Assen
- Translational Laboratory for Cardiothoracic Imaging and Artificial Intelligence, Emory University, Atlanta, GA, USA
| | - Thomas Sartoretti
- Department of Nuclear Medicine, University Hospital Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Andreas A Giannopoulos
- Department of Nuclear Medicine, University Hospital Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
| | - Moritz Schwyzer
- Department of Nuclear Medicine, University Hospital Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Martin W Huellner
- Department of Nuclear Medicine, University Hospital Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Michael Messerli
- Department of Nuclear Medicine, University Hospital Zurich, Rämistrasse 100, Zurich, 8091, Switzerland.
- University of Zurich, Zurich, Switzerland.
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19
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Watanabe R, Saito Y, Tokimasa S, Takaoka H, Kitahara H, Yamanouchi M, Kobayashi Y. Diagnostic Ability of Manual Calcification Length Assessment on Non-Electrocardiographically Gated Computed Tomography for Estimating the Presence of Coronary Artery Disease. J Clin Med 2024; 13:2255. [PMID: 38673528 PMCID: PMC11051080 DOI: 10.3390/jcm13082255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 04/10/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
Background: Coronary artery calcification score (CACS) on electrocardiography (ECG)-gated computed tomography (CT) is used for risk stratification of atherosclerotic cardiovascular disease, which requires dedicated analytic software. In this study, we evaluated the diagnostic ability of manual calcification length assessment on non-ECG-gated CT for epicardial coronary artery disease (CAD). Methods: A total of 100 patients undergoing both non-ECG-gated plain CT scans with a slice interval of 1.25 mm and invasive coronary angiography were retrospectively included. We manually measured the length of the longest calcified lesions of coronary arteries on each branch. The relationship between the number of coronary arteries with the length of coronary calcium > 5, 10, or 15 mm and the presence of epicardial CAD on invasive angiography was evaluated. Standard CACS was also evaluated using established software. Results: Of 100 patients, 49 (49.0%) had significant epicardial CAD on angiography. The median standard CACS was 346 [7, 1965]. In both manual calcium assessment and standard CACS, the increase in calcium burden was progressively associated with the presence of epicardial CAD on angiography. The receiver operating characteristic curve analysis showed similar diagnostic abilities of the two diagnostic methods. The best cut-off values for CAD were 2, 1, and 1 for the number of vessels with calcium > 5, 10, and 15 mm, respectively. Overall, the diagnostic ability of manual calcium assessment was similar to that of standard CACS > 400. Conclusions: Manual assessment of coronary calcium length on non-ECG-gated plain CT provided similar diagnostic ability for the presence of significant epicardial CAD on invasive angiography, as compared to standard CACS.
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Affiliation(s)
- Ryota Watanabe
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba 260-8670, Chiba, Japan; (R.W.); (H.T.); (H.K.); (Y.K.)
- Department of Cardiology, Chiba Rosai Hospital, Ichihara 290-0003, Chiba, Japan; (S.T.); (M.Y.)
| | - Yuichi Saito
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba 260-8670, Chiba, Japan; (R.W.); (H.T.); (H.K.); (Y.K.)
| | - Satoshi Tokimasa
- Department of Cardiology, Chiba Rosai Hospital, Ichihara 290-0003, Chiba, Japan; (S.T.); (M.Y.)
| | - Hiroyuki Takaoka
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba 260-8670, Chiba, Japan; (R.W.); (H.T.); (H.K.); (Y.K.)
| | - Hideki Kitahara
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba 260-8670, Chiba, Japan; (R.W.); (H.T.); (H.K.); (Y.K.)
| | - Masato Yamanouchi
- Department of Cardiology, Chiba Rosai Hospital, Ichihara 290-0003, Chiba, Japan; (S.T.); (M.Y.)
| | - Yoshio Kobayashi
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba 260-8670, Chiba, Japan; (R.W.); (H.T.); (H.K.); (Y.K.)
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20
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Al Rifai M, Al-Mallah MH, Blaha MJ, Patel J, McEvoy JW, Nasir K, Shahid I, Patel KV, Sharma G, Marrugat J, Tizon-Marcos H, Erbel R, Stang A, Jöckel KH, Lehmann N, Schramm S, Schmidt B, Blumenthal RS, Virani SS, Nambi V, Cainzos-Achirica M. Epidemiology and Prognostic Implications of Coronary Artery Calcium in Asymptomatic Individuals With Prediabetes: A Multicohort Study. Diabetes Care 2024; 47:698-706. [PMID: 38329795 DOI: 10.2337/dc23-1864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 01/08/2024] [Indexed: 02/09/2024]
Abstract
OBJECTIVE To describe the epidemiology and prognostic value of coronary artery calcium (CAC) in individuals with prediabetes. RESEARCH DESIGN AND METHODS We pooled participants free of clinical atherosclerotic cardiovascular disease (ASCVD) from four prospective cohorts: the Multi-Ethnic Study of Atherosclerosis, Heinz Nixdorf Recall Study, Framingham Heart Study, and Jackson Heart Study. Two definitions were used for prediabetes: inclusive (fasting plasma glucose [FPG] ≥100 to <126 mg/dL and hemoglobin A1c [HbA1c] ≥5.7% to <6.5%, if available, and no glucose-lowering medications) and restrictive (FPG ≥110 to <126 mg/dL and HbA1c ≥5.7% to <6.5%, if available, among participants not taking glucose-lowering medications). RESULTS The study included 13,376 participants (mean age 58 years; 54% women; 57% White; 27% Black). The proportions with CAC ≥100 were 17%, 22%, and 37% in those with euglycemia, prediabetes, and diabetes, respectively. Over a median (25th-75th percentile) follow-up time of 14.6 (interquartile range 7.8-16.4) years, individuals with prediabetes and CAC ≥100 had a higher unadjusted 10-year incidence of ASCVD (13.4%) than the overall group of those with diabetes (10.6%). In adjusted analyses, using the inclusive definition of prediabetes, compared with euglycemia, the hazard ratios (HRs) for ASCVD were 0.79 (95% CI 0.62, 1.01) for prediabetes and CAC 0, 0.70 (0.54, 0.89) for prediabetes and CAC 1-99, 1.54 (1.27, 1.88) for prediabetes and CAC ≥100, and 1.64 (1.39, 1.93) for diabetes. Using the restrictive definition, the HR for ASCVD was 1.63 (1.29, 2.06) for prediabetes and CAC ≥100. CONCLUSIONS CAC ≥100 is frequent among individuals with prediabetes and identifies a high ASCVD risk subgroup in which the adjusted ASCVD risk is similar to that in individuals with diabetes.
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Affiliation(s)
| | | | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD
| | - Jaideep Patel
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD
- Johns Hopkins Heart Center, Greater Baltimore Medical Center, Baltimore, MD
| | - John W McEvoy
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD
- National Institute for Prevention and Cardiovascular Health, Galway, Ireland
| | - Khurram Nasir
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
- Houston Methodist Academic Institute, Houston, TX
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
- Center for Outcomes Research, Houston Methodist, Houston, TX
| | - Izza Shahid
- Houston Methodist Academic Institute, Houston, TX
| | - Kershaw V Patel
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
- Houston Methodist Academic Institute, Houston, TX
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
- Center for Outcomes Research, Houston Methodist, Houston, TX
| | - Garima Sharma
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD
- Inova Women's Cardiovascular Health, Fairfax, VA
| | - Jaume Marrugat
- Hospital del Mar, Barcelona, Spain
- Hospital del Mar Research Institute, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Helena Tizon-Marcos
- Hospital del Mar, Barcelona, Spain
- Hospital del Mar Research Institute, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Raimund Erbel
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Andreas Stang
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Karl-Heinz Jöckel
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Nils Lehmann
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Sara Schramm
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Börge Schmidt
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Roger S Blumenthal
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD
| | - Salim S Virani
- Aga Khan University, Karachi, Pakistan
- Texas Heart Institute, Houston, TX
- Baylor College of Medicine, Houston, TX
| | - Vijay Nambi
- Section of Cardiology, Baylor College of Medicine, Houston, TX
- Center for Cardiometabolic Disease Prevention, Section of Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, TX
- Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX
| | - Miguel Cainzos-Achirica
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD
- Hospital del Mar, Barcelona, Spain
- Hospital del Mar Research Institute, Barcelona, Spain
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21
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Somani S, Balla S, Peng AW, Dudum R, Jain S, Nasir K, Maron DJ, Hernandez-Boussard T, Rodriguez F. Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence. NPJ Digit Med 2024; 7:83. [PMID: 38555387 PMCID: PMC10981728 DOI: 10.1038/s41746-024-01077-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 03/07/2024] [Indexed: 04/02/2024] Open
Abstract
Coronary artery calcium (CAC) is a powerful tool to refine atherosclerotic cardiovascular disease (ASCVD) risk assessment. Despite its growing interest, contemporary public attitudes around CAC are not well-described in literature and have important implications for shared decision-making around cardiovascular prevention. We used an artificial intelligence (AI) pipeline consisting of a semi-supervised natural language processing model and unsupervised machine learning techniques to analyze 5,606 CAC-related discussions on Reddit. A total of 91 discussion topics were identified and were classified into 14 overarching thematic groups. These included the strong impact of CAC on therapeutic decision-making, ongoing non-evidence-based use of CAC testing, and the patient perceived downsides of CAC testing (e.g., radiation risk). Sentiment analysis also revealed that most discussions had a neutral (49.5%) or negative (48.4%) sentiment. The results of this study demonstrate the potential of an AI-based approach to analyze large, publicly available social media data to generate insights into public perceptions about CAC, which may help guide strategies to improve shared decision-making around ASCVD management and public health interventions.
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Affiliation(s)
- Sulaiman Somani
- Department of Medicine, Stanford University, Stanford, CA, USA
- Cardiovascular Institute, Stanford University, Stanford, CA, USA
| | - Sujana Balla
- Department of Medicine, University of California, San Francisco-Fresno, Fresno, CA, USA
| | - Allison W Peng
- Department of Medicine, Stanford University, Stanford, CA, USA
- Cardiovascular Institute, Stanford University, Stanford, CA, USA
| | - Ramzi Dudum
- Cardiovascular Institute, Stanford University, Stanford, CA, USA
- Division of Cardiovascular Medicine, Stanford University, Stanford, CA, USA
| | - Sneha Jain
- Cardiovascular Institute, Stanford University, Stanford, CA, USA
- Division of Cardiovascular Medicine, Stanford University, Stanford, CA, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - David J Maron
- Cardiovascular Institute, Stanford University, Stanford, CA, USA
- Division of Cardiovascular Medicine, Stanford University, Stanford, CA, USA
- Stanford Prevention Research Center, Palo Alto, CA, USA
| | | | - Fatima Rodriguez
- Cardiovascular Institute, Stanford University, Stanford, CA, USA.
- Division of Cardiovascular Medicine, Stanford University, Stanford, CA, USA.
- Center for Digital Health, Stanford University, CA, USA.
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22
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Tajima A, Bouisset F, Ohashi H, Sakai K, Mizukami T, Rizzini ML, Gallo D, Chiastra C, Morbiducci U, Ali ZA, Spratt JC, Ando H, Amano T, Kitslaar P, Wilgenhof A, Sonck J, De Bruyne B, Collet C. Advanced CT Imaging for the Assessment of Calcific Coronary Artery Disease and PCI Planning. JOURNAL OF THE SOCIETY FOR CARDIOVASCULAR ANGIOGRAPHY & INTERVENTIONS 2024; 3:101299. [PMID: 39131223 PMCID: PMC11307873 DOI: 10.1016/j.jscai.2024.101299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 01/08/2024] [Accepted: 01/09/2024] [Indexed: 08/13/2024]
Abstract
Vascular calcification is a hallmark of atherosclerosis and adds considerable challenges for percutaneous coronary intervention (PCI). This review underscores the critical role of coronary computed tomography (CT) angiography in assessing and quantifying vascular calcification for optimal PCI planning. Severe calcification significantly impacts procedural outcomes, necessitating accurate preprocedural evaluation. We describe the potential of coronary CT for calcium assessment and how CT may enhance precision in device selection and procedural strategy. These advancements, along with the ongoing Precise Procedural and PCI Plan study, represent a transformative shift toward personalized PCI interventions, ultimately improving patient outcomes in the challenging landscape of calcified coronary lesions.
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Affiliation(s)
- Atomu Tajima
- Cardiovascular Center, OLV Hospital, Aalst, Belgium
| | | | - Hirofumi Ohashi
- Department of Cardiology, Aichi Medical University, Nagakute, Aichi, Japan
| | - Koshiro Sakai
- Division of Cardiology, Department of Medicine, Showa University School of Medicine, Tokyo, Japan
| | | | - Maurizio Lodi Rizzini
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Diego Gallo
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Claudio Chiastra
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Umberto Morbiducci
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Ziad A. Ali
- St Francis Hospital & Heart Center, Roslyn, New York
| | | | - Hirohiko Ando
- Department of Cardiology, Aichi Medical University, Nagakute, Aichi, Japan
| | - Tetsuya Amano
- Department of Cardiology, Aichi Medical University, Nagakute, Aichi, Japan
| | | | - Adriaan Wilgenhof
- Cardiovascular Center, OLV Hospital, Aalst, Belgium
- Department of Clinical and Molecular Medicine, Sapienza University, Rome, Italy
| | - Jeroen Sonck
- Cardiovascular Center, OLV Hospital, Aalst, Belgium
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23
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Abdul-Rahman T, Bliss ZSB, Lizano-Jubert I, Muñoz MJS, Garg N, Pachchipulusu VK, Ashinze P, Miteu GD, Baig R, Omar DA, Badawy MM, Bukhari SMA, Wireko AA, Aborode AT, Atallah O, Mahmoud HA, Aldosoky W, Abohashem S. Beyond symptoms: Unlocking the potential of coronary calcium scoring in the prevention and treatment of coronary artery disease. Curr Probl Cardiol 2024; 49:102378. [PMID: 38185434 DOI: 10.1016/j.cpcardiol.2024.102378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 01/04/2024] [Indexed: 01/09/2024]
Abstract
Coronary Artery Disease (CAD) represents a persistent global health menace, particularly prevalent in Eastern European nations. Often asymptomatic until its advanced stages, CAD can precipitate life-threatening events like myocardial infarction or stroke. While conventional risk factors provide some insight into CAD risk, their predictive accuracy is suboptimal. Amidst this, Coronary Calcium Scoring (CCS), facilitated by non-invasive computed tomography (CT), emerges as a superior diagnostic modality. By quantifying calcium deposits in coronary arteries, CCS serves as a robust indicator of atherosclerotic burden, thus refining risk stratification and guiding therapeutic interventions. Despite certain limitations, CCS stands as an instrumental tool in CAD management and in thwarting adverse cardiovascular incidents. This review delves into the pivotal role of CCS in CAD diagnosis and treatment, elucidates the involvement of calcium in atherosclerotic plaque formation, and outlines the principles and indications of utilizing CCS for predicting major cardiovascular events.
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Affiliation(s)
| | | | | | | | - Neil Garg
- Rowan-Virtua School of Osteopathic Medicine, Stratford, New Jersey, United States
| | | | - Patrick Ashinze
- Department of Medical Services, Saint Francis Catholic Hospital, Okpara Inland, Delta, Nigeria
| | - Goshen David Miteu
- Department of Biomedical Science, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND, United States
| | - Rusab Baig
- Shadan Institute of Medical Sciences, Hyderabad, India
| | | | | | | | | | | | - Oday Atallah
- Department of Neurosurgery, Hannover Medical School, Carl-Neuberg-Strasse 1, 30625 Hannover, Germany
| | | | - Wesam Aldosoky
- Massachusetts General Hospital and Harvard Medical School, Boston, United States
| | - Shady Abohashem
- Massachusetts General Hospital and Harvard Medical School, Boston, United States.
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24
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Hanneman K, Gulsin GS. Significance of a Coronary Artery Calcium Score of 0 in Stable Chest Pain. Radiology 2024; 310:e240073. [PMID: 38441099 DOI: 10.1148/radiol.240073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Affiliation(s)
- Kate Hanneman
- From University Medical Imaging Toronto, Peter Munk Cardiac Centre, Toronto General Hospital, University of Toronto, 585 University Ave, 1 PMB-298, Toronto, ON, Canada M5G 2N2 (K.H.); Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada (K.H.); and Department of Cardiovascular Sciences, University of Leicester and the National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, United Kingdom (G.S.G.)
| | - Gaurav S Gulsin
- From University Medical Imaging Toronto, Peter Munk Cardiac Centre, Toronto General Hospital, University of Toronto, 585 University Ave, 1 PMB-298, Toronto, ON, Canada M5G 2N2 (K.H.); Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada (K.H.); and Department of Cardiovascular Sciences, University of Leicester and the National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, United Kingdom (G.S.G.)
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25
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Aun JA, Blankstein R. Equity in Cardiovascular Disease Prevention: A Case for Universal Coverage of Calcium Scoring. Circ Cardiovasc Imaging 2024; 17:e016516. [PMID: 38377233 DOI: 10.1161/circimaging.124.016516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/22/2024]
Affiliation(s)
- Jonathan A Aun
- Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (J.A.A., R.B.)
| | - Ron Blankstein
- Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (J.A.A., R.B.)
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26
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Acquah I, Cainzos-Achirica M, Taha MB, Lahan S, Blaha MJ, Al-Kindi SG, Khan SU, Sharma G, Budoff MJ, Nasir K. Social disadvantage, coronary artery calcium, and their interplay in the prediction of atherosclerotic cardiovascular disease events. Atherosclerosis 2024; 388:117355. [PMID: 37940398 PMCID: PMC10843574 DOI: 10.1016/j.atherosclerosis.2023.117355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Revised: 10/17/2023] [Accepted: 10/17/2023] [Indexed: 11/10/2023]
Abstract
BACKGROUND AND AIMS Social determinants of health (SDOH) are key for the identification of populations at increased risk of atherosclerotic cardiovascular disease (ASCVD). However, whether at the individual level SDOH improve current ASCVD risk prediction paradigms beyond traditional risk factors and the coronary artery calcium (CAC) score, is unknown. We evaluated the interplay between CAC and SDOH in ASCVD risk prediction. METHODS MESA is a prospective study of US adults free of clinical ASCVD at baseline. We used an SDOH index inclusive of 14 determinants from 5 domains. The index ranged 0-1 and was divided into quartiles, with higher ones representing worse SDOH. Cox regression was used to evaluate the adjusted associations between CAC, SDOH, their interplay, and ASCVD events. The C-statistic was computed to assess improvement in risk discrimination for prediction of ASCVD events. RESULTS We included 6479 MESA participants (50% with CAC = 0, 24% CAC>100). ASCVD incidence increased with increasing CAC scores across SDOH quartiles. The lowest incidence was noted in those with CAC = 0 and favourable SDOH (2/1000 person-years) and highest in those with CAC>100 and most unfavourable SDOH (20.6/1000 person-years). While CAC was strongly associated with ASCVD across SDOH quartiles, SDOH was weakly associated with ASCVD across CAC strata. CAC improved the discriminatory ability of all prediction models beyond traditional risk factors, the improvement in C-statistic ranging +0.02 - +0.05. Improvements with SDOH were smaller, and were none on top of CAC. CONCLUSIONS CAC improves ASCVD risk stratification across the spectrum of social vulnerability, while SDOH fail to improve risk prediction beyond traditional RFs and CAC.
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Affiliation(s)
- Isaac Acquah
- Department of Internal Medicine, MedStar Union Memorial Hospital, Baltimore, MD, USA; Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Miguel Cainzos-Achirica
- Department of Cardiology, Barcelona, Spain; Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA; Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Mohamad B Taha
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Shubham Lahan
- Center for Outcomes Research, Houston Methodist, Houston, TX, USA; Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Michael J Blaha
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD, USA
| | - Sadeer G Al-Kindi
- Department of Cardiology, Case Western University Hospitals, Cleveland, OH, USA
| | - Safi U Khan
- Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Garima Sharma
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Matthew J Budoff
- Harbor-UCLA Medical Center, Torrance, CA, USA; David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Khurram Nasir
- Center for Outcomes Research, Houston Methodist, Houston, TX, USA; Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA; Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Lacaita PG, Barbieri F, Plank F, Beyer C, Friedrich G, Widmann G, Feuchtner G. Prediction of high coronary artery calcium (CAC) scores from aortic arch calcification: An efficient tool for selection of non-optimal candidates for coronary CTA? Eur J Radiol 2024; 170:111216. [PMID: 38029704 DOI: 10.1016/j.ejrad.2023.111216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/16/2023] [Accepted: 11/20/2023] [Indexed: 12/01/2023]
Abstract
PURPOSE Overutilization of healthcare resources is causing a high socioeconomic burden. Patients with high coronary artery calcium (CAC) scores > 1000AU are not optimal candidates for coronary CTA and better suited for other diagnostic strategies. Therefore, our objective was to evaluate whether a 4-scale aortic arch calcification severity (AoArCa) score from CT and X-Ray predicts high-CAC scores. METHODS Patients referred to coronary/aortic CT-Angiography were enrolled. The severity of aortic arch calcification (AoArCa) was scored as grade: 0 = absent, 1 = minimal (<25 % of circumference), 2 = mild (25-50 %), 3 = moderate (50-75 %) and 4 = severe (75-100 %) on both thoracic CT and X-ray. RESULTS In 130 patients, the absence of AoArCa by CT was highly accurate to rule out CAC > 1000AU (sens. 100 %). No or minimal AoArCa had a high NPV of 95.6 % to rule out CAC > 1000 and grade 0,1 + 2 a NPV of 86.96 %. The AUC of AoArCa by CT for predicting high CAC > 1000 was c = 0.84 (p < 0.001; 95 %CI: 0.771--0.91). For moderate-to-severe AoArCa, accuracy was c = 0.792 (p < 0.001). The intermodality agreement between CT and X-Ray based AoArCa Scores was good (r = 0.824, p < 0.001); ICC = 0.902. For X-ray, AUC was c = 0.715 to predict CAC > 1000 (p < 0.001). In regression models, only moderate-or-severe AoArCa, but not the other CVRF predicted CAC > 1000 (p < 0.001), and there was an association of the number of CVRF. CONCLUSIONS Patients with moderate-to-severe aortic arch calcification have a high probability of CAC > 1000AU, but not those with no, minimal and mild. The absence of AoArCa rules out CAC > 1000AU. AoArCa severity may serve as valuable tool for selecting the diagnostic strategy.
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Affiliation(s)
| | - Fabian Barbieri
- Deutsches Herzzentrum der Charité, Department of Cardiology, Angiology and Intensive Care Medicine, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Fabian Plank
- Department of Internal Medicine, Tyrol Clinicum Hall, Austria
| | - Christoph Beyer
- Department of Radiology, Innsbruck Medical University, Innsbruck, Austria
| | - Guy Friedrich
- Department of Internal Medicine, Cardiology, Medical University Innsbruck, Austria
| | - Gerlig Widmann
- Department of Radiology, Innsbruck Medical University, Innsbruck, Austria
| | - Gudrun Feuchtner
- Department of Radiology, Innsbruck Medical University, Innsbruck, Austria.
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Blankstein R, O'Gara PT. Aortic Valve Calcifications as a Harbinger of Future Aortic Stenosis. JACC Cardiovasc Imaging 2024; 17:43-44. [PMID: 38069979 DOI: 10.1016/j.jcmg.2023.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 10/18/2023] [Indexed: 01/06/2024]
Affiliation(s)
- Ron Blankstein
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
| | - Patrick T O'Gara
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
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Garg PK, Bhatia HS, Allen TS, Grainger T, Pouncey AL, Dichek D, Virmani R, Golledge J, Allison MA, Powell JT. Assessment of Subclinical Atherosclerosis in Asymptomatic People In Vivo: Measurements Suitable for Biomarker and Mendelian Randomization Studies. Arterioscler Thromb Vasc Biol 2024; 44:24-47. [PMID: 38150519 PMCID: PMC10753091 DOI: 10.1161/atvbaha.123.320138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2023]
Abstract
BACKGROUND One strategy to reduce the burden of cardiovascular disease is the early detection and treatment of atherosclerosis. This has led to significant interest in studies of subclinical atherosclerosis, using different phenotypes, not all of which are accurate reflections of the presence of asymptomatic atherosclerotic plaques. The aim of part 2 of this series is to provide a review of the existing literature on purported measures of subclinical disease and recommendations concerning which tests may be appropriate in the prevention of incident cardiovascular disease. METHODS We conducted a critical review of measurements used to infer the presence of subclinical atherosclerosis in the major conduit arteries and focused on the predictive value of these tests for future cardiovascular events, independent of conventional cardiovascular risk factors, in asymptomatic people. The emphasis was on studies with >10 000 person-years of follow-up, with meta-analysis of results reporting adjusted hazard ratios (HRs) with 95% CIs. The arterial territories were limited to carotid, coronary, aorta, and lower limb arteries. RESULTS In the carotid arteries, the presence of plaque (8 studies) was independently associated with future stroke (pooled HR, 1.89 [1.04-3.44]) and cardiac events (7 studies), with a pooled HR, 1.77 (1.19-2.62). Increased coronary artery calcium (5 studies) was associated with the risk of coronary heart disease events, pooled HR, 1.54 (1.07-2.07) and increasing severity of calcification (by Agaston score) was associated with escalation of risk (13 studies). An ankle/brachial index (ABI) of <0.9, the pooled HR for cardiovascular death from 7 studies was 2.01 (1.43-2.81). There were insufficient studies of either, thoracic or aortic calcium, aortic diameter, or femoral plaque to synthesize the data based on consistent reporting of these measures. CONCLUSIONS The presence of carotid plaque, coronary artery calcium, or abnormal ankle pressures seems to be a valid indicator of the presence of subclinical atherosclerosis and may be considered for use in biomarker, Mendelian randomization and similar studies.
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Affiliation(s)
- Parveen K Garg
- Division of Cardiology, University of Southern California, Keck School of Medicine, Los Angeles (G.P.)
| | - Harpreet S Bhatia
- Division of Cardiovascular Medicine, University of California San Diego (B.H., A.T., A.M.A.)
| | - Tara S Allen
- Division of Cardiovascular Medicine, University of California San Diego (B.H., A.T., A.M.A.)
| | - Tabitha Grainger
- Department of Surgery & Cancer, Imperial College London (G.T., P.A.-L., P.J.T.)
| | - Anna L Pouncey
- Department of Surgery & Cancer, Imperial College London (G.T., P.A.-L., P.J.T.)
| | - David Dichek
- Division of Cardiology, Department of Medicine, University of Washington, Seattle (D.D.)
| | | | - Jonathan Golledge
- Queensland Research Centre for Peripheral Vascular Disease, James Cook University and Townsville University Hospital, Australia (G.J.)
| | - Matthew A Allison
- Division of Cardiovascular Medicine, University of California San Diego (B.H., A.T., A.M.A.)
| | - Janet T Powell
- Department of Surgery & Cancer, Imperial College London (G.T., P.A.-L., P.J.T.)
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Cesena FY, Generoso G, Santos IDS, Duncan BB, Ribeiro ALP, Brant LC, Mill JG, Pereira AC, Bittencourt MS, Santos RD, Lotufo PA, Benseñor IM. Percentiles of predicted 10-year cardiovascular disease risk by sex and age in Brazil and their association with estimated risk of long-term atherosclerotic events. Prev Med 2023; 177:107755. [PMID: 37931661 DOI: 10.1016/j.ypmed.2023.107755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 10/17/2023] [Accepted: 11/02/2023] [Indexed: 11/08/2023]
Abstract
OBJECTIVE Expressing the cardiovascular disease (CVD) risk in relation to peers may complement the estimation of absolute CVD risk. We aimed to determine 10-year CVD risk percentiles by sex and age in the Brazilian population and evaluate their association with estimated long-term atherosclerotic CVD (ASCVD) risk. METHODS A cross-sectional analysis of baseline data from the ELSA-Brasil study was conducted in individuals aged 40-74 years without prior ASCVD. Ten-year CVD risk and long-term ASCVD risk were estimated by the WHO risk score and the Multinational Cardiovascular Risk Consortium tool, respectively. Ten-year risk percentiles were determined by ranking the calculated risks within each sex and age group. RESULTS Ten-year CVD risk versus percentile plots were constructed for each sex and age group using data from 13,364 participants (55% females; median age, 52 [IQR, 46-59] years). Long-term ASCVD risk was calculated in 12,973 (97.1%) participants. Compared to individuals at the <25th risk percentile, those at the ≥75th percentile had a greater risk of being in the highest quartile of long-term risk (ORs [95% CIs] 6.57 [5.18-8.30] in females and 11.59 [8.42-15.96] in males) in regression models adjusted for age, race, education, and 10-year CVD risk. In both sexes, the association between risk percentile and long-term risk weakened after age 50. A tool for calculating 10-year CVD risk and the corresponding percentile is available at https://bit.ly/3CzPUi6. CONCLUSIONS We established percentiles of predicted 10-year CVD risk by sex and age in the Brazilian population, which independently reflect the estimated long-term ASCVD risk in younger individuals.
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Affiliation(s)
| | - Giuliano Generoso
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, SP, Brazil
| | - Itamar de S Santos
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, SP, Brazil
| | - Bruce B Duncan
- School of Medicine and Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Antonio Luiz P Ribeiro
- Department of Internal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil; Telehealth Center and Cardiology Service, Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | - Luisa Caldeira Brant
- Department of Internal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | - Jose Geraldo Mill
- Department of Physiological Sciences, Federal University of Espírito Santo, Vitória, ES, Brazil
| | - Alexandre C Pereira
- Laboratory of Genetics and Molecular Cardiology (LIM13), University of São Paulo Medical School Hospital, São Paulo, SP, Brazil; Genetics Department, Harvard Medical School, Boston, MA, USA
| | | | - Raul D Santos
- Heart Institute (InCor), University of São Paulo Medical School Hospital, São Paulo, SP, Brazil; Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, SP, Brazil
| | - Isabela M Benseñor
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, SP, Brazil
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Razavi AC, Whelton SP, Blumenthal RS, Sperling LS, Blaha MJ, Dzaye O. Coronary artery calcium and sudden cardiac death: current evidence and future directions. Curr Opin Cardiol 2023; 38:509-514. [PMID: 37581228 PMCID: PMC10908356 DOI: 10.1097/hco.0000000000001081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/16/2023]
Abstract
PURPOSE OF REVIEW To provide a summary of the current evidence and highlight future directions regarding coronary artery calcium (CAC) and risk of sudden cardiac death (SCD). RECENT FINDINGS Although up to 80% of all SCD is attributed to coronary heart disease (CHD), the subclinical atherosclerosis markers that help to improve SCD risk prediction are largely unknown. Recent observational data have demonstrated that, after adjustment for traditional risk factors, there is a stepwise higher risk for SCD across increasing CAC burden such that asymptomatic patients without overt atherosclerotic cardiovascular disease (ASCVD) experience a three-fold to five-fold higher SCD risk beginning at CAC at least 100 when compared with CAC = 0. Although the mechanisms underlying increasing CAC and SCD risk have yet to be fully elucidated, risk for myocardial infarction and scar, and/or exercise-induced ischemia may be potential mediators. SUMMARY High CAC burden is an important risk factor for SCD in asymptomatic middle-aged adults, suggesting that SCD risk stratification can begin in the early stages of CHD via measurement of calcific plaque on noncontrast computed tomography. Despite the clinical inertia for downstream functional cardiac testing after detecting high CAC, comprehensive ASCVD prevention strategies should be the primary focus for SCD risk reduction.
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Affiliation(s)
- Alexander C. Razavi
- Emory Center for Heart Disease Prevention, Emory University School of Medicine, Atlanta, Georgia
- Emory Clinical Cardiovascular Research Institute, Emory University School of Medicine, Atlanta, Georgia
| | - Seamus P. Whelton
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Roger S. Blumenthal
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Laurence S. Sperling
- Emory Center for Heart Disease Prevention, Emory University School of Medicine, Atlanta, Georgia
- Emory Clinical Cardiovascular Research Institute, Emory University School of Medicine, Atlanta, Georgia
| | - Michael J. Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Omar Dzaye
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Crooijmans J, Singh S, Naqshband M, Bruikman CS, Pinto-Sietsma SJ. Premature atherosclerosis: An analysis over 39 years in the Netherlands. Implications for young individuals in high-risk families. Atherosclerosis 2023; 384:117267. [PMID: 37758605 DOI: 10.1016/j.atherosclerosis.2023.117267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 06/16/2023] [Accepted: 08/31/2023] [Indexed: 09/29/2023]
Abstract
Cardiovascular disease (CVD), especially atherosclerotic cardiovascular disease (ASCVD), is one of the most important disease problems in the world accounting for an estimated 18.6 million deaths globally. Although older individuals are more often affected, ASCVD event at a young age is of particular importance because of more healthy years lost. Therefore, it is important to identify young individuals correctly at risk of ASCVD events in an early stage. Unfortunately, current risk score algorithms underestimate ASCVD event risk at a younger age. Both coronary artery calcium scoring (CACs) and family history of premature ASCVD (FH-PASCVD) have emerged as reliable screening tools to be able to identify individuals at risk for ASCVD events. Positive FH-PASCVD is associated with higher absolute CAC scores in first-degree 'healthy' family members and the proportion of individuals above the CACs percentile threshold to warrant treatment is also higher as compared to the general population. Therefore, a positive FH-PASCVD identifies so-called high-risk families and adding CAC scoring within these families identifies individuals at increased risk for ASCVD events. In individuals from high-risk families with an elevated CAC score, ASCVD events can be prevented when treated with statins and aspirin. Therefore, we suggest assessing FH-PASCVD in young 'healthy' individuals as a first screening step and subsequently performing CAC scoring to be able to start treatment at an early stage, since not only the lower is better, but also the earlier is better.
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Affiliation(s)
- Juliette Crooijmans
- Department of Clinical Epidemiology, Biostatistics and Bio-informatics, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Sandeep Singh
- Department of Clinical Epidemiology, Biostatistics and Bio-informatics, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Department of Vascular Medicine, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Massih Naqshband
- Department of Clinical Epidemiology, Biostatistics and Bio-informatics, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Caroline S Bruikman
- Department of Vascular Medicine, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Sara-Joan Pinto-Sietsma
- Department of Clinical Epidemiology, Biostatistics and Bio-informatics, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Department of Vascular Medicine, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands.
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Garg PK, Brown DL. Coronary Artery Calcium Screening-Data First. JAMA Intern Med 2023; 183:1270-1271. [PMID: 37747713 DOI: 10.1001/jamainternmed.2023.3250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Affiliation(s)
- Parveen K Garg
- Division of Cardiovascular Medicine, University of Southern California Keck School of Medicine, Los Angeles
| | - David L Brown
- Division of Cardiovascular Medicine, University of Southern California Keck School of Medicine, Los Angeles
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Lakshmanan S, Gimelli A. Cardiovascular Imaging in Clinical Trial Design: A Vision for Sustainability. JACC Case Rep 2023; 24:102048. [PMID: 37869224 PMCID: PMC10589438 DOI: 10.1016/j.jaccas.2023.102048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2023]
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Zhong Y, Chen Y, Zhang X, Cai W, Zhao C, Zhao W. No evidence of a causal relationship between ankylosing spondylitis and cardiovascular disease: a two-sample Mendelian randomization study. Front Cardiovasc Med 2023; 10:1243867. [PMID: 37900560 PMCID: PMC10600491 DOI: 10.3389/fcvm.2023.1243867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 10/02/2023] [Indexed: 10/31/2023] Open
Abstract
Objective Observational studies have suggested an increased risk of cardiovascular disease in individuals with ankylosing spondylitis. However, these studies are prone to confounding factors and reverse causality. To address these limitations, we conducted a Mendelian randomization study to assess the causal relationship between AS and CVD. Methods The study population comprises 9,069 individuals with ankylosing spondylitis and 509,093 individuals with either of six common cardiovascular diseases and a related indicator. Causal analysis using summary effect estimates and inverse variance weighting were employed as the main methods. Results The CAUSE analysis showed no evidence of a causal relationship between AS and CVD. The odds ratios for total CVD, heart failure, myocardial infarction, valvular heart disease, ischemic heart disease, and venous thromboembolism, Arterial stiffness index, were as follows: OR, 1.01; 95% confidence interval, 0.96-1.05; P = 0.91; OR, 1.03; 95% CI, 0.99-1.08; P = 0.50; OR, 0.94; 95% CI, 0.86-1.03; P = 0.53; OR, 0.99; 95% CI, 0.94-1.04; P = 0.99; OR, 0.98; 95% CI, 0.91-1.04; P = 0.94; OR, 0.98; 95% CI, 0.91-1.04; P = 0.99; β, -0.0019; 95% CI, 0.97-1.01; P = 0.99. The IVW and weighted median methods also yielded consistent results, and no heterogeneity or pleiotropy was found. Likewise, a reverse Mendelian randomization analysis did not uncover a heritable causal relationship between AS and CVD. Conclusion This Mendelian randomization study does not support a causal relationship between AS and CVD. Further research is needed to confirm this association.
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Affiliation(s)
- Yan Zhong
- College of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun, China
| | - YingWen Chen
- College of Traditional Chinese Medicine, Tianjin University of Chinese Medicine, Tianjin, China
| | - XinYue Zhang
- College of Integrated Chinese and Western Medicine, Changchun University of Chinese Medicine, Changchun, China
| | - WenJun Cai
- Department of Orthopedics, The Third Affiliated Clinical Hospital of Changchun University of Chinese Medicine, Changchun, China
| | - ChangWei Zhao
- Department of Orthopedics, Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, China
| | - WenHai Zhao
- Department of Orthopedics, Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, China
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Blankstein R, Chandrashekhar Y. Is the Concept of Primary and Secondary Prevention Outdated?: Imaging Provides an Answer. JACC Cardiovasc Imaging 2023; 16:1247-1249. [PMID: 37673486 DOI: 10.1016/j.jcmg.2023.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/08/2023]
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Budoff MJ, Kinninger A, Gransar H, Achenbach S, Al-Mallah M, Bax JJ, Berman DS, Cademartiri F, Callister TQ, Chang HJ, Chow BJW, Cury RC, Feuchtner G, Hadamitzky M, Hausleiter J, Kaufmann PA, Leipsic J, Lin FY, Kim YJ, Marques H, Pontone G, Rubinshtein R, Shaw LJ, Villines TC, Min JK. When Does a Calcium Score Equate to Secondary Prevention?: Insights From the Multinational CONFIRM Registry. JACC Cardiovasc Imaging 2023; 16:1181-1189. [PMID: 37227328 DOI: 10.1016/j.jcmg.2023.03.008] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 01/30/2023] [Accepted: 03/14/2023] [Indexed: 05/26/2023]
Abstract
BACKGROUND Elevated coronary artery calcium (CAC) scores in subjects without prior atherosclerotic cardiovascular disease (ASCVD) have been shown to be associated with increased cardiovascular risk. OBJECTIVES The authors sought to determine at what level individuals with elevated CAC scores who have not had an ASCVD event should be treated as aggressively for cardiovascular risk factors as patients who have already survived an ASCVD event. METHODS The authors performed a cohort study comparing event rates of patients with established ASVCD to event rates in persons with no history of ASCVD and known calcium scores to ascertain at what level elevated CAC scores equate to risk associated with existing ASCVD. In the multinational CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: An International Multicenter) registry, the authors compared ASCVD event rates in persons without a history of myocardial infarction (MI) or revascularization (as categorized on CAC scores) to event rates in those with established ASCVD. They identified 4,511 individuals without known coronary artery disease (CAC) who were compared to 438 individuals with established ASCVD. CAC was categorized as 0, 1 to 100, 101 to 300, and >300. Cumulative major adverse cardiovascular events (MACE), MACE plus late revascularization, MI, and all-cause mortality incidence was assessed using the Kaplan-Meier method for persons with no ASCVD history by CAC level and persons with established ASCVD. Cox proportional hazards regression analysis was used to calculate HRs with 95% CIs, which were adjusted for traditional cardiovascular risk factors. RESULTS The mean age was 57.6 ± 12.4 years (56% male). In total, 442 of 4,949 (9%) patients experienced MACEs over a median follow-up of 4 years (IQR: 1.7-5.7 years). Incident MACEs increased with higher CAC scores, with the highest rates observed with CAC score >300 and in those with prior ASCVD. All-cause mortality, MACEs, MACE + late revascularization, and MI event rates were not statistically significantly different in those with CAC >300 compared with established ASCVD (all P > 0.05). Persons with a CAC score <300 had substantially lower event rates. CONCLUSIONS Patients with CAC scores >300 are at an equivalent risk of MACE and its components as those treated for established ASCVD. This observation, that those with CAC >300 have event rates comparable to those with established ASCVD, supplies important background for further study related to secondary prevention treatment targets in subjects without prior ASCVD with elevated CAC. Understanding the CAC scores that are associated with ASCVD risk equivalent to stable secondary prevention populations may be important for guiding the intensity of preventive approaches more broadly.
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Affiliation(s)
- Matthew J Budoff
- Department of Medicine, Lundquist Institute at Harbor-University of California, Los Angeles, Torrance, California, USA; Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA.
| | - April Kinninger
- Department of Medicine, Lundquist Institute at Harbor-University of California, Los Angeles, Torrance, California, USA
| | - Heidi Gransar
- Department of Imaging, Cedars-Sinai Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Stephan Achenbach
- Department of Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Mouaz Al-Mallah
- Department of Medicine, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Jeroen J Bax
- CardioVascular Imaging Unit, Leiden University Medical Center, Leiden, the Netherlands
| | - Daniel S Berman
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Filippo Cademartiri
- CardioVascular Imaging Unit, Leiden University Medical Center, Leiden, the Netherlands
| | - Tracy Q Callister
- Tennessee Heart and Vascular Institute, Hendersonville, Tennessee, USA
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Seoul, Korea
| | - Benjamin J W Chow
- Department of Radiology, University of Ottawa Heart Institute and University of Ottawa, Ontario, Canada
| | - Ricardo C Cury
- Baptist Cardiac and Vascular Institute, Miami, Florida, USA
| | - Gudrun Feuchtner
- Department of Radiology, Medical University Innsbruck, Innsbruck, Austria
| | - Martin Hadamitzky
- Division of Cardiology, Deutsches Herzzentrum Munchen, Munich, Germany
| | - Joerg Hausleiter
- Division of Cardiology, Deutsches Herzzentrum Munchen, Munich, Germany
| | - Philipp A Kaufmann
- Department of Nuclear Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Jonathon Leipsic
- Department of Radiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Fay Y Lin
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Yong-Jin Kim
- Seoul National University Hospital, Seoul, South Korea
| | - Hugo Marques
- Department of Radiology, Universidade Católica Portuguesa, Lisbon, Portugal
| | - Gianluca Pontone
- Centro Cardiologico Monzino, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
| | | | - Leslee J Shaw
- Division of Cardiovascular Medicine, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Todd C Villines
- Department of Medicine, Mount Sinai School of Medicine, New York, New York, USA
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Aldana-Bitar J, Cho GW, Anderson L, Karlsberg DW, Manubolu VS, Verghese D, Hussein L, Budoff MJ, Karlsberg RP. Artificial intelligence using a deep learning versus expert computed tomography human reading in calcium score and coronary artery calcium data and reporting system classification. Coron Artery Dis 2023; 34:448-452. [PMID: 37139562 DOI: 10.1097/mca.0000000000001244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
BACKGROUND Artificial intelligence (AI) applied to cardiac imaging may provide improved processing, reading precision and advantages of automation. Coronary artery calcium (CAC) score testing is a standard stratification tool that is rapid and highly reproducible. We analyzed CAC results of 100 studies in order to determine the accuracy and correlation between the AI software (Coreline AVIEW, Seoul, South Korea) and expert level-3 computed tomography (CT) human CAC interpretation and its performance when coronary artery disease data and reporting system (coronary artery calcium data and reporting system) classification is applied. METHODS A total of 100 non-contrast calcium score images were selected by blinded randomization and processed with the AI software versus human level-3 CT reading. The results were compared and the Pearson correlation index was calculated. The CAC-DRS classification system was applied, and the cause of category reclassification was determined using an anatomical qualitative description by the readers. RESULTS The mean age was age 64.5 years, with 48% female. The absolute CAC scores between AI versus human reading demonstrated a highly significant correlation (Pearson coefficient R = 0.996); however, despite these minimal CAC score differences, 14% of the patients had their CAC-DRS category reclassified. The main source of reclassification was observed in CAC-DRS 0-1, where 13 were recategorized, particularly between studies having a CAC Agatston score of 0 versus 1. Qualitative description of the errors showed that the main cause of misclassification was AI underestimation of right coronary calcium, AI overestimation of right ventricle densities and human underestimation of right coronary artery calcium. CONCLUSION Correlation between AI and human values is excellent with absolute numbers. When the CAC-DRS classification system was adopted, there was a strong correlation in the respective categories. Misclassified were predominantly in the category of CAC = 0, most often with minimal values of calcium volume. Additional algorithm optimization with enhanced sensitivity and specificity for low values of calcium volume will be required to enhance AI CAC score utilization for minimal disease. Over a broad range of calcium scores, AI software for calcium scoring had an excellent correlation compared to human expert reading and in rare cases determined calcium missed by human interpretation.
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Affiliation(s)
- Jairo Aldana-Bitar
- Division of Cardiology, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Los Angeles
- Division of Cardiology, Cardiovascular Research Foundation of Southern California, Beverly Hills
| | - Geoffrey W Cho
- Division of Cardiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California
| | - Lauren Anderson
- Division of Cardiology, Cardiovascular Research Foundation of Southern California, Beverly Hills
| | - Daniel W Karlsberg
- Division of Cardiology, Cardiovascular Research Foundation of Southern California, Beverly Hills
- Division of Cardiology, Princeton Longevity Center, New York, New York
| | - Venkat S Manubolu
- Division of Cardiology, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Los Angeles
| | - Dhiran Verghese
- Division of Cardiology, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Los Angeles
| | - Luay Hussein
- Division of Cardiology, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Los Angeles
| | - Matthew J Budoff
- Division of Cardiology, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Los Angeles
| | - Ronald P Karlsberg
- Division of Cardiology, Cardiovascular Research Foundation of Southern California, Beverly Hills
- Division of Cardiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California
- Division of Cardiology, Cedars - Sinai Smidt Heart Institute, Beverly Hills, California, USA
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Gigante B, Levy JH, van Gorp E, Bartoloni A, Bochaton-Piallat ML, Bäck M, Ten Cate H, Christersson C, Ferreiro JL, Geisler T, Lutgens E, Schulman S, Storey RF, Thachil J, Vilahur G, Liaw PC, Rocca B. Management of patients on antithrombotic therapy with severe infections: a joint clinical consensus statement of the ESC Working Group on Thrombosis, the ESC Working Group on Atherosclerosis and Vascular Biology, and the International Society on Thrombosis and Haemostasis. Eur Heart J 2023; 44:3040-3058. [PMID: 37439553 DOI: 10.1093/eurheartj/ehad388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 05/01/2023] [Accepted: 05/29/2023] [Indexed: 07/14/2023] Open
Abstract
Patients with severe infections and a pre-existing indication for antithrombotic therapy, i.e. antiplatelet agents, anticoagulant drugs, or their combinations, require integrated clinical counselling among coagulation, infectious disease, and cardiology specialists, due to sepsis-induced coagulopathy that frequently occurs. Bacterial and viral pathogens constitute an increasing threat to global public health, especially for patients with ongoing antithrombotic treatment who have a high risk of thrombotic recurrences and high susceptibility to severe infections with increased morbidity and mortality. Similarly, sepsis survivors are at increased risk for major vascular events. Coagulopathy, which often complicates severe infections, is associated with a high mortality and obligates clinicians to adjust antithrombotic drug type and dosing to avoid bleeding while preventing thrombotic complications. This clinical consensus statement reviews the best available evidence to provide expert opinion and statements on the management of patients hospitalized for severe bacterial or viral infections with a pre-existing indication for antithrombotic therapy (single or combined), in whom sepsis-induced coagulopathy is often observed. Balancing the risk of thrombosis and bleeding in these patients and preventing infections with vaccines, if available, are crucial to prevent events or improve outcomes and prognosis.
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Affiliation(s)
- Bruna Gigante
- Division of Cardiovascular Medicine, Department of Medicine, Karolinska Institutet, Solnavägen 30. 17164 and Department of Cardiology, Danderyds Hospital, Entrévägen 2, 182 88, Stockholm, Sweden
| | - Jerrold H Levy
- Departments of Anesthesiology, Critical Care, and Surgery (Cardiothoracic), Duke University School of Medicine, Durham, United States; 2301 Erwin Road, Durham, NC 27710, USA
| | - Eric van Gorp
- Department of Viroscience, Erasmus MC, Rotterdam, PO box 2040 [Room Ee1726], 3000 CA Rotterdam, The Netherlands
| | - Alessandro Bartoloni
- Department of Experimental and Clinical Medicine, Infectious Diseases Unit, University of Florence, Largo Brambilla 3, 50100 Florence, Italy
| | - Marie-Luce Bochaton-Piallat
- Department of Pathology and Immunology, Faculty of Medicine, University of Geneva, 1 rue Michel-Servet 1, CH-1211 Genève, Switzerland
| | - Magnus Bäck
- Department of Translational Cardiology, Karolinska Institutet and Karolinska University Hospital, CMM L8:01, 171 76 Stockholm, Sweden
- INSERM U1116, University of Lorraine, Nancy University Hospital, 2 rue Jean Lamour, 54505 Vandoeuvre les Nancy Cedex, France
| | - Hugo Ten Cate
- Department of Internal medicine, Thrombosis Expertise Center, Maastricht University Medical Center and CARIM school for cardiovascular diseases, Universiteitsingel 50, PO Box 616, 6200 MD Maastricht, The Netherlands
- Center for Thrombosis and Haemostasis, Gutenberg University Medical Center, Langenbeckstr. 1, Bldg. 403, 55131 Mainz, Germany
| | - Christina Christersson
- Department of Medical Sciences, Cardiology, Uppsala University, Akademiska Sjukhuset, 75185, Uppsala, Sweden
| | - José Luis Ferreiro
- Department of Cardiology and Bio-Heart Cardiovascular Diseases Research Group; Bellvitge University Hospital - Bellvitge Biomedical Research Institute (IDIBELL); CIBERCV; L'Hospitalet de Llobregat, Hospital Duran i Reynals - Edifici Terapèutic - 2a planta Gran Via de l'Hospitalet, 199, 08908 Hospitalet de Llobregat Barcelona -Spain
| | - Tobias Geisler
- Department of Cardiology and Angiology, University Hospital Tübingen, Otfried-Müller-Straße 10, 72076 Tübingen, Germany
| | - Esther Lutgens
- Cardiovascular Medicine, Experimental CardioVascular Immunology Laboratory, Mayo Clinic, 200 First St SW, 55905, Rochester, MN, USA
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians Universität, München, Germany & German Center for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Pettenkoferstrasse 9, 80336, Munich, Germany
| | - Sam Schulman
- Department of Medicine and Thrombosis and Atherosclerosis Research Institute, McMaster University, Hamilton, ON, Canada HHS - General Hospital 237, Barton Street East, Hamilton, ON, L8L 2X2, Canada
- Department of Obstetrics and Gynecology, I.M. Sechenov First Moscow State Medical University, Bol'shaya Pirogovskaya Ulitsa, 2, стр. 4, Moscow 119435, Russia
| | - Robert F Storey
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Pegasus House, 463a Glossop Road, Sheffield, S10 2QD, UK
| | - Jecko Thachil
- Department of Haematology, Manchester University Hospitals, Oxford road, Manchester, M13 9WL, UK
| | - Gemma Vilahur
- Institut de Recerca Hospital de la Santa Creu i Sant Pau, IIB-Sant Pau, CIBERCV, Avda. Sant Antoni Maria Claret 167, 08025 Barcelona, Spain
| | - Patricia C Liaw
- Department of Medicine, Thrombosis & Atherosclerosis Research Institute (TaARI), McMaster University, 237 Barton Street East Hamilton, Ontario L8L 2X2, Canada
| | - Bianca Rocca
- Department of Safety and Bioethics, Section on Pharmacology, Catholic University School of Medicine, Largo F. Vito 1, 00168 Rome, Italy
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Goh YA, Lan NSR, Linn K, Wood C, Gupta A, Yeap BB, Fegan PG. Comparison of coronary artery calcium score and cardiovascular risk-stratification by European Society of Cardiology Guidelines and Steno Type 1 Risk Engine in statin-naïve adults with type 1 diabetes. J Diabetes Complications 2023; 37:108557. [PMID: 37473636 DOI: 10.1016/j.jdiacomp.2023.108557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 06/30/2023] [Accepted: 07/08/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND Coronary artery calcium (CAC) is a marker of atherosclerotic cardiovascular disease (CVD). However, for patients with type 1 diabetes (T1D), its relationship with T1D-specific cardiovascular (CV) risk-stratification tools is unknown. AIMS Assess prevalence of CAC and evaluate relationship between CAC and T1D-specific CV risk-stratification methods in T1D. METHODS Cross-sectional study of adults with T1D age 20-60 years, statin-naïve and no history of CVD. Data was obtained from electronic medical records and by interview. Presence of CAC was assessed using non-contrast cardiac computed tomography and quantified by Agatston Units (AU). CV risk-stratification was assessed using the 2019 European Society of Cardiology (ESC) Guidelines and the Steno T1 Risk Engine (ST1RE). RESULTS 85 patients were included with mean age 35.4 ± 10.3 years, HbA1c 8.3 ± 1.5 % and T1D duration 17.0 ± 10.1 years. 67 patients (78.9 %) had a CAC score of 0 AU, 17 (20.0 %) >0-100 AU, and one (1.2 %) >100 AU. Duration of T1D (p = 0.009), body mass index (p = 0.029), neuropathy (p = 0.016) and low-density lipoprotein cholesterol levels (p = 0.016) were independently associated with a positive CAC score on multivariate analysis. Positive predictive value for a positive CAC score was 85.7 % for the ST1RE high risk category and 31.3 % for the 2019 ESC Guidelines very high risk category. CONCLUSIONS One-fifth of this T1D cohort had a positive CAC score. The ST1RE was superior in identifying positive CAC compared to the 2019 ESC Guidelines. Further studies are required to elucidate the role of CAC in personalising CV risk-stratification and statin initiation in T1D.
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Affiliation(s)
- Yuhan A Goh
- Department of Endocrinology and Diabetes, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia.
| | - Nick S R Lan
- Department of Cardiology, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia; Medical School, The University of Western Australia, Crawley, Australia
| | - Kathryn Linn
- Department of Nuclear Medicine, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia
| | - Chris Wood
- Department of Radiology, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia
| | - Ashu Gupta
- Department of Radiology, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia
| | - Bu B Yeap
- Department of Endocrinology and Diabetes, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia; Medical School, The University of Western Australia, Crawley, Australia
| | - P Gerry Fegan
- Department of Endocrinology and Diabetes, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia; Medical School, Curtin University, Bentley, Australia
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O'Neal WT. Coronary Artery Calcium: Benefits Beyond Current Clinical Recommendations. Am J Cardiol 2023:S0002-9149(23)00459-9. [PMID: 37422348 DOI: 10.1016/j.amjcard.2023.06.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 06/14/2023] [Indexed: 07/10/2023]
Affiliation(s)
- Wesley T O'Neal
- Noninvasive Cardiology, Cone Health Heart & Vascular Center, Greensboro, North Carolina.
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Brillet PY, Tran Ba S, Nunes H. How does the MESA Lung Study sharpen blurry edges in interstitial lung abnormalities? Eur Respir J 2023; 61:2300397. [PMID: 37290811 DOI: 10.1183/13993003.00397-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 05/08/2023] [Indexed: 06/10/2023]
Affiliation(s)
- Pierre-Yves Brillet
- Inserm UMR 1272 "Hypoxie et Poumon", UFR SMBH, Université Sorbonne Paris-Nord, 93000 Bobigny, France
- Service de Radiologie, Hôpital Avicenne, Assistance Publique des Hôpitaux de Paris, 93009 Bobigny cedex, France
| | - Stéphane Tran Ba
- Service de Radiologie, Hôpital Avicenne, Assistance Publique des Hôpitaux de Paris, 93009 Bobigny cedex, France
| | - Hilario Nunes
- Inserm UMR 1272 "Hypoxie et Poumon", UFR SMBH, Université Sorbonne Paris-Nord, 93000 Bobigny, France
- Service de Pneumologie, Hôpital Avicenne, Assistance Publique des Hôpitaux de Paris, 93009 Bobigny cedex, France
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Motwani M. Low-dose coronary calcium scoring tarnishes power of zero. J Nucl Cardiol 2023; 30:1199-1201. [PMID: 36813933 DOI: 10.1007/s12350-023-03211-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Accepted: 01/15/2023] [Indexed: 02/24/2023]
Affiliation(s)
- Manish Motwani
- Department of Cardiology, Manchester Heart Institute, Manchester Royal Infirmary, Manchester University NHS Foundation Trust, Manchester, UK.
- Institute of Cardiovascular Science, University of Manchester, Manchester, UK.
- Manchester Heart Centre, Manchester University NHS Foundation Trust, Oxford Road, Manchester, UK.
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Ferreira C. The "Value of 0": Is There an Added Value in Using the Calcium Score in the Stratification of Symptomatic Individuals with a Zero Score? Arq Bras Cardiol 2023; 120:e20230105. [PMID: 37042878 PMCID: PMC10399964 DOI: 10.36660/abc.20230105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2023] Open
Affiliation(s)
- Catarina Ferreira
- Centro Hospitalar de Trás-os-MontesVila RealPortugalS. Cardiologia, Centro Hospitalar de Trás-os-Montes e Alto Douro, Vila Real - Portugal
- Universidade da Beira InteriorFaculdade de Ciências da SaúdeCovilhãPortugalFaculdade de Ciências da Saúde, Universidade da Beira Interior, Covilhã – Portugal
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Yang TM, Miao M, Yu WQ, Wang X, Xia FJ, Li YJ, Guo SD. Targeting macrophages in atherosclerosis using nanocarriers loaded with liver X receptor agonists: A narrow review. Front Mol Biosci 2023; 10:1147699. [PMID: 36936982 PMCID: PMC10018149 DOI: 10.3389/fmolb.2023.1147699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 02/20/2023] [Indexed: 03/06/2023] Open
Abstract
Macrophages are involved in the whole process of atherosclerosis, which is characterized by accumulation of lipid and inflammation. Presently, clinically used lipid-lowering drugs cannot completely retard the progress of atherosclerosis. Liver X receptor (LXR) plays a key role in regulation of lipid metabolism and inflammation. Accumulating evidence have demonstrated that synthetic LXR agonists can significantly retard the development of atherosclerosis. However, these agonists induce sever hypertriglyceridemia and liver steatosis. These side effects have greatly limited their potential application for therapy of atherosclerosis. The rapid development of drug delivery system makes it possible to delivery interested drugs to special organs or cells using nanocarriers. Macrophages express various receptors which can recognize and ingest specially modified nanocarriers loaded with LXR agonists. In the past decades, a great progress has been made in this field. These macrophage-targeted nanocarriers loaded with LXR agonists are found to decrease atherosclerosis by reducing cholesterol accumulation and inflammatory reactions. Of important, these nanocarriers can alleviate side effects of LXR agonists. In this article, we briefly review the roles of macrophages in atherosclerosis, mechanisms of action of LXR agonists, and focus on the advances of macrophage-targeted nanocarriers loaded with LXR agonists. This work may promote the potential clinical application of these nanocarriers.
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Affiliation(s)
| | | | | | | | | | - Yan-Jie Li
- *Correspondence: Yan-Jie Li, ; Shou-Dong Guo,
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