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García Izquierdo B, Martínez-Urbistondo D, Guadalix S, Pastrana M, Bajo Buenestado A, Colina I, García de Yébenes M, Bastarrika G, Páramo JA, Pastrana JC. Clinically Accessible Liver Fibrosis Association with CT Scan Coronary Artery Disease Beyond Other Validated Risk Predictors: The ICAP Experience. J Clin Med 2025; 14:1218. [PMID: 40004749 PMCID: PMC11856594 DOI: 10.3390/jcm14041218] [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: 12/15/2024] [Revised: 02/06/2025] [Accepted: 02/08/2025] [Indexed: 02/27/2025] Open
Abstract
Background/objectives: Cardiovascular risk (CVR) stratification in clinical settings remains limited. This study aims to evaluate clinical parameters that could improve the identification of higher-than-expected coronary artery disease (CAD) in CT scan coronarography. Methods: In a cross-sectional study of asymptomatic patients from the Integrated Cardiovascular Assessment Program (ICAP), volunteers aged 40-80 without diagnosed cardiovascular disease were assessed. CVR factors like obesity, lipid and glucose profiles, liver fibrosis risk (FIB-4 ≥ 1.3), C-reactive protein, and family history of CVD were evaluated. Patients were stratified by CVR following ESC guidelines. "CVR excess" was defined as CAD-RADS ≥ 2 in low-to-moderate-risk (LMR), CAD-RADS ≥ 3 in high-risk (HR), and CAD-RADS ≥ 4 in very-high-risk (VHR) groups. Results: Among 219 patients (mean age 57.9 ± 1.15 years, 14% female), 43.4% were classified as LMR, 49.3% as HR, and 7.3% as VHR. "CVR excess" was observed in 18% of LMR, 15% of HR, and 19% of VHR patients. LMR patients with prior statin use and HR patients with obesity were more likely to have "CVR excess" (p < 0.01 and p < 0.05, respectively). FIB-4 modified the effect of statin use and obesity on "CVR excess" prediction (p for interactions < 0.05). Models including age, sex, and both interactions showed a strong discrimination for "CVR excess" in LMR and HR groups (AUROC 0.84 (95% CI 0.73-0.95) and 0.82 (95% CI 0.70-0.93), respectively). Conclusions: Suspected liver fibrosis combined with statin use in LMR patients and obesity in HR patients is associated with CVR excess, providing potential indications for image CAD assessment in asymptomatic patients.
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Affiliation(s)
- Belén García Izquierdo
- Department of Endocrinology, Clínica Universidad de Navarra, 28027 Madrid, Spain
- Vascular Medicine Area, Clínica Universidad de Navarra, 28027 Madrid, Spain
| | - Diego Martínez-Urbistondo
- Vascular Medicine Area, Clínica Universidad de Navarra, 28027 Madrid, Spain
- Department of Internal Medicine, Clínica Universidad de Navarra, 28027 Madrid, Spain
| | - Sonsoles Guadalix
- Department of Endocrinology, Clínica Universidad de Navarra, 28027 Madrid, Spain
- Vascular Medicine Area, Clínica Universidad de Navarra, 28027 Madrid, Spain
| | - Marta Pastrana
- Department of Internal Medicine, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | - Ana Bajo Buenestado
- Vascular Medicine Area, Clínica Universidad de Navarra, 28027 Madrid, Spain
- Department of Internal Medicine, Clínica Universidad de Navarra, 28027 Madrid, Spain
| | - Inmaculada Colina
- Department of Internal Medicine, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | | | - Gorka Bastarrika
- Department of Radiology, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | - José A. Páramo
- Department of Hematology, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | - Juan Carlos Pastrana
- Vascular Medicine Area, Clínica Universidad de Navarra, 28027 Madrid, Spain
- Department of Internal Medicine, Clínica Universidad de Navarra, 28027 Madrid, Spain
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2
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Giugni FR, Berry JD, Khera A, Shah AM, de Lemos JA. Precision Medicine for Cardiovascular Prevention and Population Health: A Bridge Too Far? Circulation 2024; 150:1720-1731. [PMID: 39556656 PMCID: PMC11575940 DOI: 10.1161/circulationaha.124.070081] [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: 04/20/2024] [Accepted: 07/19/2024] [Indexed: 11/20/2024]
Abstract
Precision medicine aims to provide personalized clinical care guided by tools that reflect underlying pathophysiology. The need for such an approach has never been greater in cardiovascular medicine, given the large number of guideline-directed medical therapies available. However, progress has been modest to date with few precision tools available for clinicians. Arguably, cardiovascular prevention and population health are poised for innovation to guide evaluation and management, as these areas are already informed by risk-assessment, but limited by the use of crude assessment tools with marginal performance. Risk assessment in prevention and population health may be improved with the use of genetics, circulating biomarkers, and imaging, leading to outcome-specific risk-prediction and enhanced phenotyping. Personalized management matching therapy to risk profile can be then implemented for either individuals or groups, improving cost-effectiveness and risk-benefit. Here, we explore this precision-like approach, including available tools, potential applications, and future perspectives for cardiovascular prevention and population health management.
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Affiliation(s)
- Fernando R Giugni
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX (F.R.G., J.D.B., A.K., A.M.S., J.A.d.L.)
| | - Jarett D Berry
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX (F.R.G., J.D.B., A.K., A.M.S., J.A.d.L.)
- Department of Medicine, University of Texas at Tyler (J.D.B.)
| | - Amit Khera
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX (F.R.G., J.D.B., A.K., A.M.S., J.A.d.L.)
| | - Amil M Shah
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX (F.R.G., J.D.B., A.K., A.M.S., J.A.d.L.)
| | - James A de Lemos
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX (F.R.G., J.D.B., A.K., A.M.S., J.A.d.L.)
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3
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Ayoub C, Scalia IG, Anavekar NS, Arsanjani R, Jokerst CE, Chow BJW, Kritharides L. Computed Tomography Evaluation of Coronary Atherosclerosis: The Road Travelled, and What Lies Ahead. Diagnostics (Basel) 2024; 14:2096. [PMID: 39335775 PMCID: PMC11431535 DOI: 10.3390/diagnostics14182096] [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: 08/29/2024] [Revised: 09/18/2024] [Accepted: 09/19/2024] [Indexed: 09/30/2024] Open
Abstract
Coronary CT angiography (CCTA) is now endorsed by all major cardiology guidelines for the investigation of chest pain and assessment for coronary artery disease (CAD) in appropriately selected patients. CAD is a leading cause of morbidity and mortality. There is extensive literature to support CCTA diagnostic and prognostic value both for stable and acute symptoms. It enables rapid and cost-effective rule-out of CAD, and permits quantification and characterization of coronary plaque and associated significance. In this comprehensive review, we detail the road traveled as CCTA evolved to include quantitative assessment of plaque stenosis and extent, characterization of plaque characteristics including high-risk features, functional assessment including fractional flow reserve-CT (FFR-CT), and CT perfusion techniques. The state of current guideline recommendations and clinical applications are reviewed, as well as future directions in the rapidly advancing field of CT technology, including photon counting and applications of artificial intelligence (AI).
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Affiliation(s)
- Chadi Ayoub
- Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ 85054, USA
| | - Isabel G Scalia
- Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ 85054, USA
| | - Nandan S Anavekar
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Reza Arsanjani
- Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ 85054, USA
| | | | - Benjamin J W Chow
- Department of Medicine (Cardiology), University of Ottawa Heart Institute, Ottawa, ON K1Y 4W7, Canada
- Department of Radiology, University of Ottawa, Ottawa, ON K1Y 4W7, Canada
| | - Leonard Kritharides
- Department of Cardiology, Concord Hospital, Sydney Local Health District, Concord, NSW 2137, Australia
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4
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Cho I, You SC, Cha MJ, Hwang HJ, Cho EJ, Kim HJ, Park SM, Kim SE, Lee YG, Youn JC, Park CS, Shim CY, Chung WB, Sohn IS. Cancer therapy-related cardiac dysfunction and the role of cardiovascular imaging: systemic review and opinion paper from the Working Group on Cardio-Oncology of the Korean Society of Cardiology. J Cardiovasc Imaging 2024; 32:13. [PMID: 39075626 PMCID: PMC11288116 DOI: 10.1186/s44348-024-00014-5] [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: 10/15/2023] [Accepted: 01/14/2024] [Indexed: 07/31/2024] Open
Abstract
Cardio-oncology is a critical field due to the escalating significance of cardiovascular toxicity as a side effect of anticancer treatments. Cancer therapy-related cardiac dysfunction (CTRCD) is a prevalent condition associated with cardiovascular toxicity, necessitating effective strategies for prediction, monitoring, management, and tracking. This comprehensive review examines the definition and risk stratification of CTRCD, explores monitoring approaches during anticancer therapy, and highlights specific cardiovascular toxicities linked to various cancer treatments. These include anthracyclines, HER2-targeted agents, vascular endothelial growth factor inhibitors, immune checkpoint inhibitors, chimeric antigen receptor T-cell therapies, and tumor-infiltrating lymphocytes therapies. Incorporating the Korean data, this review offers insights into the regional nuances in managing CTRCD. Using systematic follow-up incorporating cardiovascular imaging and biomarkers, a better understanding and management of CTRCD can be achieved, optimizing the cardiovascular health of both cancer patients and survivors.
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Affiliation(s)
- Iksung Cho
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seng-Chan You
- Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Min-Jae Cha
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Republic of Korea
| | - Hui-Jeong Hwang
- Department of Cardiology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Eun Jeong Cho
- Division of Cardiology, Department of Internal Medicine, Heart and Brain Hospital, Chung-Ang University Gwangmyeong Hospital, Chung-Ang University College of Medicine, Gwangmyeong, Republic of Korea
| | - Hee Jun Kim
- Division of Medical Oncology, Department of Internal Medicine, Chung-Ang University Hospital, Seoul, Republic of Korea
| | - Seong-Mi Park
- Division of Cardiology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Sung-Eun Kim
- Department of Cardiovascular Medicine, Kangdong Sacred Heart Hospital, Seoul, Republic of Korea
| | - Yun-Gyoo Lee
- Division of Hematology & Medical Oncology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jong-Chan Youn
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Chan Seok Park
- Division of Cardiology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Chi Young Shim
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Woo-Baek Chung
- Division of Cardiology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Il Suk Sohn
- Department of Cardiology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea.
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5
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Nurmohamed NS, van Rosendael AR, Danad I, Ngo-Metzger Q, Taub PR, Ray KK, Figtree G, Bonaca MP, Hsia J, Rodriguez F, Sandhu AT, Nieman K, Earls JP, Hoffmann U, Bax JJ, Min JK, Maron DJ, Bhatt DL. Atherosclerosis evaluation and cardiovascular risk estimation using coronary computed tomography angiography. Eur Heart J 2024; 45:1783-1800. [PMID: 38606889 PMCID: PMC11129796 DOI: 10.1093/eurheartj/ehae190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 02/13/2024] [Accepted: 03/13/2024] [Indexed: 04/13/2024] Open
Abstract
Clinical risk scores based on traditional risk factors of atherosclerosis correlate imprecisely to an individual's complex pathophysiological predisposition to atherosclerosis and provide limited accuracy for predicting major adverse cardiovascular events (MACE). Over the past two decades, computed tomography scanners and techniques for coronary computed tomography angiography (CCTA) analysis have substantially improved, enabling more precise atherosclerotic plaque quantification and characterization. The accuracy of CCTA for quantifying stenosis and atherosclerosis has been validated in numerous multicentre studies and has shown consistent incremental prognostic value for MACE over the clinical risk spectrum in different populations. Serial CCTA studies have advanced our understanding of vascular biology and atherosclerotic disease progression. The direct disease visualization of CCTA has the potential to be used synergistically with indirect markers of risk to significantly improve prevention of MACE, pending large-scale randomized evaluation.
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Affiliation(s)
- Nick S Nurmohamed
- Department of Cardiology, Amsterdam UMC, Vrije Universiteit
Amsterdam, Amsterdam, The
Netherlands
- Department of Vascular Medicine, Amsterdam UMC, University of
Amsterdam, Amsterdam, The
Netherlands
- Division of Cardiology, The George Washington University School of
Medicine, Washington, DC, United States
| | | | - Ibrahim Danad
- Department of Cardiology, University Medical Center Utrecht,
Utrecht, The Netherlands
- Department of Cardiology, Radboud University Medical Center,
Nijmegen, The Netherlands
| | - Quyen Ngo-Metzger
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson
School of Medicine, Pasadena, CA, United States
| | - Pam R Taub
- Section of Cardiology, Department of Medicine, University of
California, San Diego, CA, United States
| | - Kausik K Ray
- Department of Primary Care and Public Health, Imperial College
London, London, United
Kingdom
| | - Gemma Figtree
- Faculty of Medicine and Health, University of Sydney,
Australia, St Leonards, Australia
| | - Marc P Bonaca
- Department of Medicine, University of Colorado School of
Medicine, Aurora, CO, United States
| | - Judith Hsia
- Department of Medicine, University of Colorado School of
Medicine, Aurora, CO, United States
| | - Fatima Rodriguez
- Department of Medicine, Stanford University School of
Medicine, Stanford, CA, United States
| | - Alexander T Sandhu
- Department of Medicine, Stanford University School of
Medicine, Stanford, CA, United States
| | - Koen Nieman
- Department of Medicine, Stanford University School of
Medicine, Stanford, CA, United States
| | - James P Earls
- Cleerly, Inc., Denver, CO, United States
- Department of Radiology, The George Washington University School of
Medicine, Washington, DC, United States
| | | | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center,
Leiden, The Netherlands
| | | | - David J Maron
- Department of Medicine, Stanford University School of
Medicine, Stanford, CA, United States
| | - Deepak L Bhatt
- Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount
Sinai, 1 Gustave Levy Place, Box 1030, New York, NY
10029, United States
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6
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Lee E, Amadi C, Williams MC, Agarwal PP. Coronary Artery Disease: Role of Computed Tomography and Recent Advances. Radiol Clin North Am 2024; 62:385-398. [PMID: 38553176 DOI: 10.1016/j.rcl.2023.12.017] [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] [Indexed: 04/02/2024]
Abstract
In this review, the authors summarize the role of coronary computed tomography angiography and coronary artery calcium scoring in different clinical presentations of chest pain and preventative care and discuss future directions and new technologies such as pericoronary fat inflammation and the growing footprint of artificial intelligence in cardiovascular medicine.
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Affiliation(s)
- Elizabeth Lee
- Department of Radiology, Michigan Medicine, 1500 East Medical Center Drive, TC B1-148, Ann Arbor, MI 48109-5030, USA.
| | - Chiemezie Amadi
- Department of Radiology, Michigan Medicine, 1500 Medical Center Drive, Room 5481, Ann Arbor, MI 48109-5868, USA
| | - Michelle C Williams
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, The Queen's Medical Research Institute, Edinburg BioQuarter, 47 Little France Crescent, Edinburgh EH16 4TJ, UK
| | - Prachi P Agarwal
- Department of Radiology, Division of Cardiothoracic Radiology, Michigan Medicine, 1500 East Medical Center Drive SPC 5868, Ann Arbor, MI 48109, USA
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7
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Krishnan S, Aldana-Bitar J, Golub I, Ichikawa K, Shabir A, Bagheri M, Hamidi H, Benzing T, Kianoush S, Budoff MJ. Testosterone therapy and the risk of cardiovascular disease in older, hypogonadal men. Prog Cardiovasc Dis 2024; 84:14-18. [PMID: 38423237 DOI: 10.1016/j.pcad.2024.02.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 02/25/2024] [Indexed: 03/02/2024]
Abstract
The debate over the cardiovascular (CV) implications of testosterone therapy (TT) have resulted in diverging safety recommendations and clinical guidelines worldwide. This narrative review synthesizes and critically evaluates long-term studies examining the effects of TT within the context of aging, obesity, and endogenous sex hormones on CV disease (CVD) risk to support informed clinical decision-making. Observational studies have variably linked low endogenous testosterone with increased CVD risk, while randomized controlled trials (RCTs) demonstrate that TT yields cardiometabolic benefits without increasing short-term CV risk. The TRAVERSE trial, as the first RCT powered to assess CVD events, did not show increased major adverse cardiac events (MACE) incidence; however, its limitations - specifically the maintenance of testosterone at low-normal levels, a high participant discontinuation rate, and short follow-up - warrant a careful interpretation of its results. Furthermore, findings from the TTrials cardiovascular sub-study, which showed an increase in non-calcified plaque, indicate the need for ongoing research into the long-term CV impact of TT. The decision to initiate TT should consider the current evidence gaps, particularly for older men with known CVD. The CV effects of maintaining physiological testosterone levels through exogenous means remain to be fully explored. Until more definitive evidence is available, clinical practice should prioritize individualized care and informed discussions on the potential CV implications of TT.
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Affiliation(s)
- Srikanth Krishnan
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502.
| | - Jairo Aldana-Bitar
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502
| | - Ilana Golub
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502; David Geffen School of Medicine at University of California Los Angeles, 10833 Le Conte Ave, Los Angeles, CA 90095
| | - Keishi Ichikawa
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502
| | - Ayesha Shabir
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502
| | - Marziyeh Bagheri
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502
| | - Hossein Hamidi
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502
| | - Travis Benzing
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502
| | - Sina Kianoush
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502
| | - Matthew J Budoff
- The Lundquist Institute at Harbor-UCLA, 1124 W Carson St, Torrance, CA 90502.
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8
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Limpijankit T, Jongjirasiri S, Meemook K, Unwanatham N, Rattanasiri S, Thakkinstian A, Laothamatas J. Impact of coronary CT angiography in selection of treatment modalities and subsequent cardiovascular events in Thai patients with stable CAD. Clin Res Cardiol 2024; 113:433-445. [PMID: 37792021 PMCID: PMC10881602 DOI: 10.1007/s00392-023-02313-1] [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: 07/14/2023] [Accepted: 09/14/2023] [Indexed: 10/05/2023]
Abstract
BACKGROUND Coronary computed tomography angiography (CCTA) enables improved diagnosis of subclinical, coronary artery disease (CAD). This retrospective cohort study investigated the association between different treatment modalities guided by CCTA and the prevention of major adverse cardiovascular events (MACEs) in patients with stable CAD. METHODS From 2005 to 2013, a total of 9338 patients, including both asymptomatic individuals with risk factors and symptomatic patients with suspected CAD, who underwent CCTA were analyzed. The patients were categorized into one of three groups based on results of CCTA: obstructive CAD (≥ 50% stenosis in at least one vessel), non-obstructive CAD (1-49% stenosis in at least one vessel), and no observed CAD (0% stenosis). They were subsequently followed up to assess the treatment they received and the occurrence of MACEs (cardiovascular death, non-fatal myocardial infarction, non-fatal stroke, or late revascularization). RESULTS During an average follow-up period of 9.9 ± 2.4 years, patients with obstructive CAD had the highest incidence of MACEs (19.8%), followed by those with non-obstructive CAD and no coronary artery stenosis (10.3 and 5.5%, respectively). After adjusting for confounding variables, it was found that patients treated with statins alone were the least likely to develop MACEs in all three groups, compared to those receiving no treatment, with hazard ratios (95% CI) of 0.43 (0.32, 0.58), 0.47 (0.34, 0.64), and 0.46 (0.31, 0.69), respectively. In patients with obstructive CAD, treatment with a combination of statin and aspirin, or early revascularization was associated with a lower likelihood of experiencing MACEs compared to no treatment with hazard ratios of 0.43 (0.33, 0.58) and 0.64 (0.43, 0.97), respectively. CONCLUSION CCTA offers useful guidance for the treatment of patients with stable CAD and shows potential for prevention of CV events. However, the full validation of a given strategy utilizing CCTA will require a prospective longitudinal study, utilizing a randomized clinical trial design.
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Affiliation(s)
- Thosaphol Limpijankit
- Division of Cardiology, Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, 270 Rama VI Road, Ratchathewi, Bangkok, 10400, Thailand.
| | - Sutipong Jongjirasiri
- Department of Diagnostic and Therapeutic Radiology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Krissada Meemook
- Division of Cardiology, Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, 270 Rama VI Road, Ratchathewi, Bangkok, 10400, Thailand
| | - Nattawut Unwanatham
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Sasivimol Rattanasiri
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Ammarin Thakkinstian
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Jiraporn Laothamatas
- Faculty of Heath Science Technology, Chulabhorn Royal Academy, Bangkok, Thailand
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9
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van Rosendael AR, Crabtree T, Bax JJ, Nakanishi R, Mushtaq S, Pontone G, Andreini D, Buechel RR, Gräni C, Feuchtner G, Patel TR, Choi AD, Al-Mallah M, Nabi F, Karlsberg RP, Rochitte CE, Alasnag M, Hamdan A, Cademartiri F, Marques H, Kalra D, German DM, Gupta H, Hadamitzky M, Deaño RC, Khalique O, Knaapen P, Hoffmann U, Earls J, Min JK, Danad I. Rationale and design of the CONFIRM2 (Quantitative COroNary CT Angiography Evaluation For Evaluation of Clinical Outcomes: An InteRnational, Multicenter Registry) study. J Cardiovasc Comput Tomogr 2024; 18:11-17. [PMID: 37951725 PMCID: PMC10923095 DOI: 10.1016/j.jcct.2023.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 09/28/2023] [Accepted: 10/08/2023] [Indexed: 11/14/2023]
Abstract
BACKGROUND In the last 15 years, large registries and several randomized clinical trials have demonstrated the diagnostic and prognostic value of coronary computed tomography angiography (CCTA). Advances in CT scanner technology and developments of analytic tools now enable accurate quantification of coronary artery disease (CAD), including total coronary plaque volume and low attenuation plaque volume. The primary aim of CONFIRM2, (Quantitative COroNary CT Angiography Evaluation For Evaluation of Clinical Outcomes: An InteRnational, Multicenter Registry) is to perform comprehensive quantification of CCTA findings, including coronary, non-coronary cardiac, non-cardiac vascular, non-cardiac findings, and relate them to clinical variables and cardiovascular clinical outcomes. DESIGN CONFIRM2 is a multicenter, international observational cohort study designed to evaluate multidimensional associations between quantitative phenotype of cardiovascular disease and future adverse clinical outcomes in subjects undergoing clinically indicated CCTA. The targeted population is heterogenous and includes patients undergoing CCTA for atherosclerotic evaluation, valvular heart disease, congenital heart disease or pre-procedural evaluation. Automated software will be utilized for quantification of coronary plaque, stenosis, vascular morphology and cardiac structures for rapid and reproducible tissue characterization. Up to 30,000 patients will be included from up to 50 international multi-continental clinical CCTA sites and followed for 3-4 years. SUMMARY CONFIRM2 is one of the largest CCTA studies to establish the clinical value of a multiparametric approach to quantify the phenotype of cardiovascular disease by CCTA using automated imaging solutions.
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Affiliation(s)
| | | | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Rine Nakanishi
- Department of Cardiovascular Medicine, Toho University Graduate School of Medicine, Tokyo, Japan
| | - Saima Mushtaq
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Gianluca Pontone
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy; Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
| | - Daniele Andreini
- Division of University Cardiology, IRCCS Galeazzi Sant'Ambrogio, Department of Biomedical and Clinical Sciences, University of Milan, Italy
| | - Ronny R Buechel
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital and University of Zurich, Zurich, Switzerland
| | - Christoph Gräni
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Gudrun Feuchtner
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Toral R Patel
- Cardiology at Stroobants Heart and Vascular Institute and UVA Cardiology, Lynchburg, VA, United States of America
| | - Andrew D Choi
- Cardiology and Radiology, George Washington University, Washington, DC, United States of America
| | - Mouaz Al-Mallah
- Department of Cardiology, Houston Methodist, Houston, TX, United States of America
| | - Faisal Nabi
- Department of Cardiology, Houston Methodist, Houston, TX, United States of America
| | - Ronald P Karlsberg
- Cardiovascular Research Foundation of Southern California, Cedars Sinai Heart Institute, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Carlos E Rochitte
- Heart Institute, InCor, University of São Paulo Medical School, São Paulo, Brazil
| | - Mirvat Alasnag
- Cardiac Center, King Fahd Armed Forces Hospital, Jeddah, Saudi Arabia
| | - Ashraf Hamdan
- Department of Cardiology, Rabin Medical Center, Petah Tikva, Israel
| | - Filippo Cademartiri
- Department of Imaging, Fondazione Monasterio/CNR, Pisa, Italy & SYNLAB IRCCS SDN, Naples, Italy
| | - Hugo Marques
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa and Católica Medical School, Portugal
| | - Dinesh Kalra
- Division of Cardiology, Department of Medicine, University of Louisville School of Medicine, Louisville, KY, United States of America
| | - David M German
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, United States of America
| | - Himanshu Gupta
- Cardiac Imaging, Heart and Vascular Institute, Valley Health System, Ridgewood, NJ, United States of America
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - Roderick C Deaño
- Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America
| | - Omar Khalique
- Division of Cardiovascular Imaging, St. Francis Hospital & Heart Center, Roslyn, NY, United States of America
| | - Paul Knaapen
- Department of Cardiology, Amsterdam University Medical Center, Location VUMC, Amsterdam, The Netherlands
| | - Udo Hoffmann
- Cleerly, Inc, Denver, CO, United States of America
| | - James Earls
- Cleerly, Inc, Denver, CO, United States of America
| | - James K Min
- Cleerly, Inc, Denver, CO, United States of America
| | - Ibrahim Danad
- Department of Cardiology, Amsterdam University Medical Center, Location VUMC, Amsterdam, The Netherlands; Department of Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands.
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10
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Corral P, Aguilar Salinas CA, Matta MG, Zago V, Schreier L. Stratification in Heterozygous Familial Hypercholesterolemia: Imaging, Biomarkers, and Genetic Testing. Curr Atheroscler Rep 2023; 25:899-909. [PMID: 37921916 DOI: 10.1007/s11883-023-01160-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/19/2023] [Indexed: 11/05/2023]
Abstract
PURPOSE OF REVIEW Heterozygous familial hypercholesterolemia (HeFH) is the most common monogenic autosomal dominant disorder. However, the condition is often underdiagnosed and undertreated. The objective of this review is to provide an update on the risk stratification in patients with HeFH, incorporating new cardiovascular imaging techniques, various biomarkers, and genetic studies. RECENT FINDINGS The diagnosis of HeFH places patients in a high cardiovascular risk category due to the increased incidence of premature atherosclerotic cardiovascular disease. However, the level of risk varies significantly among different individuals with HeFH. Achieving an optimal stratification of cardiovascular risk is crucial for establishing appropriate and accurate treatment and management strategies. Different new tools such as risk scores have emerged in recent years, aiding physicians in assessing the risk stratification for HeFH using imaging, biomarkers, and genetics. This review emphasizes that not all patients with HeFH face the same cardiovascular risk. By utilizing different assessment tools, we can identify those who require more intensive monitoring, follow-up, and treatment.
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Affiliation(s)
- Pablo Corral
- Universidad FASTA, Facultad de Medicina, Cátedra de Farmacología Especial y Toxicología, Mar del Plata, Argentina.
| | - Carlos A Aguilar Salinas
- Direction of Nutrition Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Tecnológico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, México
- Gilbert and Rose-Marie Chagoury School of Medicine, Lebanese American University, Beirut, Lebanon
| | - María Gabriela Matta
- Universidad FASTA, Facultad de Medicina, Cátedra de Farmacología Especial y Toxicología, Mar del Plata, Argentina
| | - Valeria Zago
- Universidad de Buenos Aires, Facultad de Farmacia y Bioquímica, Lab. de Lípidos y Aterosclerosis, Hospital de Clínicas. INFIBIOC-UBA, Buenos Aires, Argentina
| | - Laura Schreier
- Universidad de Buenos Aires, Facultad de Farmacia y Bioquímica, Lab. de Lípidos y Aterosclerosis, Hospital de Clínicas. INFIBIOC-UBA, Buenos Aires, Argentina
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11
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Antonopoulos AS, Simantiris S. Preventative Imaging with Coronary Computed Tomography Angiography. Curr Cardiol Rep 2023; 25:1623-1632. [PMID: 37897677 DOI: 10.1007/s11886-023-01982-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/04/2023] [Indexed: 10/30/2023]
Abstract
PURPOSE OF REVIEW Coronary computed tomography angiography (CCTA) is the diagnostic modality of choice for patients with stable chest pain. In this review, we scrutinize the evidence on the use of CCTA for the screening of asymptomatic patients. RECENT FINDINGS Clinical evidence suggests that CCTA imaging enhances cardiovascular risk stratification and prompts the timely initiation of preventive treatment leading to reduced risk of major adverse coronary events. Visualization of coronary plaques by CCTA also helps patients to comply with preventive medications. The presence of non-obstructive plaques and total plaque burden are prognostic for cardiovascular events. High-risk plaque features and pericoronary fat attenuation index, enrich the prognostic output of CCTA on top of anatomical information by capturing information on plaque vulnerability and coronary inflammatory burden. Timely detection of atherosclerotic disease or coronary inflammation by CCTA can assist in the deployment of targeted preventive strategies and novel therapeutics to prevent cardiovascular disease.
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Affiliation(s)
- Alexios S Antonopoulos
- Biomedical Research Foundation of the Academy of Athens (BRFAA), 4 Soranou Efesiou Street, Athens, Greece.
- 1st Cardiology Department, Hippokration Hospital, National and Kapodistrian University of Athens, Athens, Greece.
| | - Spyridon Simantiris
- 1st Cardiology Department, Hippokration Hospital, National and Kapodistrian University of Athens, Athens, Greece
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12
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Capisizu AS, Stanciu SM, Cuzino D. A Pilot Study on the Association between Cardiovascular Risk Factors and Coronary Artery Calcification in a Group of Patients Investigated via Cardiac Computed Tomography in a European Country with High Cardiovascular Risk. Biomedicines 2023; 11:2926. [PMID: 38001927 PMCID: PMC10669034 DOI: 10.3390/biomedicines11112926] [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: 08/28/2023] [Revised: 10/19/2023] [Accepted: 10/25/2023] [Indexed: 11/26/2023] Open
Abstract
(1) Background: Cardiovascular disease is the leading cause of mortality worldwide; the prevention and early detection of coronary artery disease are of critical importance; and the coronary artery calcium score is a powerful method in the assessment of coronary artery disease. Among European countries, Romania ranks as a country with a very high risk of cardiovascular diseases, but the data are limited in regard to the prevalence of the calcium score. (2) Methods: A retrospective study was conducted to establish the coronary calcium score in a group of patients investigated via cardiac CT and to determine the correlation with the presence of cardiovascular risk factors. (3) Results: According to the Agatston calcium score, 50% of the patients had a positive calcium score. High calcium scores above 400 UA were present in 12.6% of patients. Regarding the association between the presence of cardiovascular risk factors and the levels of coronary artery calcification, a mild level of calcification was associated with age over 50 years (X2 = 3.88, p = 0.04, OR = 3.25; 95% CI 0.94-11.14); a moderate level of calcification with the age of patients over 50 years (X2 = 6.54, p = 0.01, OR = 5.58; 95% CI 1.29-24.16), dyslipidemia (X2 = 7.28, p = 0.007, OR = 3.37; 95% CI 1.34-8.51), and arterial hypertension (X2 = 5.37, p = 0.02, OR = 2.88; 95% CI 1.14-7.27); a severe level of calcification with hypertension (X2 = 4.61, p = 0.03, OR = 7.03; 95% CI 0.90-54.81); and a very severe level of calcification with hypertension (X2 = 4.61, p = 0.03, OR = 7.03; 95% CI 0.90-54.81), smoking (X2 = 8.07, p = 0.004, OR = 4.44; 95% CI 1.47-13.44), and diabetes (X2 = 13.65, p = 0.001, OR = 6.59; 95% CI 2.5-20.18). (4) Conclusion: Half of the patients investigated by using cardiac CT had a calcium score of zero. Predictors for coronary calcium scores in relation to risk factors varied. For the very severe coronary calcification level, the strongest predictor was the presence of smoking and diabetes, which increased the odds for very severe calcification by 13.46 times. Patients who had multiple cardiovascular risk factors, hypertension, diabetes, and smoking were 9.18 times more likely to have very severe calcification.
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Affiliation(s)
- Adriana Sorina Capisizu
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Bvd., 050474 Bucharest, Romania
| | - Silviu Marcel Stanciu
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Bvd., 050474 Bucharest, Romania
- Center for Cardiovascular Diseases, Laboratory of Noninvasive Cardiovascular Functional Explorations, Central Military Emergency University Hospital “Dr. Carol Davila”, 134 Calea Plevnei Str., 010825 Bucharest, Romania
| | - Dragos Cuzino
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Bvd., 050474 Bucharest, Romania
- Clinical Radiology-Medical Imaging Center, Central Military Emergency University Hospital “Dr. Carol Davila”, 134 Calea Plevnei Str., 010825 Bucharest, Romania
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13
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Budoff MJ, Nasir K, Blaha MJ. Subclinical Coronary Atherosclerosis and Risk for Myocardial Infarction in a Danish Cohort. Ann Intern Med 2023; 176:eL230262. [PMID: 37844316 DOI: 10.7326/l23-0262] [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: 10/18/2023] Open
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14
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Ajimu Y, Shiga Y, Hirata T, Tashiro K, Higashi S, Kawahira Y, Suematsu Y, Kato Y, Kuwano T, Sugihara M, Miura SI. Association between Major Adverse Cardiovascular Events and the Liver Fibrosis Score in Patients with and without Coronary Artery Disease: From the FU-CCTA Registry. J Clin Med 2023; 12:5987. [PMID: 37762928 PMCID: PMC10532007 DOI: 10.3390/jcm12185987] [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: 07/08/2023] [Revised: 09/09/2023] [Accepted: 09/12/2023] [Indexed: 09/29/2023] Open
Abstract
The liver fibrosis score reflects the degree of hepatic scarring and has been reported to be associated with cardiovascular disease. Using a coronary artery computed tomography angiography registry at the Fukuoka University Hospital (FU-CCTA registry), we investigated the association between major adverse cardiovascular events (MACEs) and the liver fibrosis score (fibrosis-4 index (FIB-4I)) in 612 patients who underwent CCTA to screen for coronary artery disease and performed a prognosis survey for up to 5 years. The primary endpoint was MACEs (all-cause mortality, acute myocardial infarction, ischemic stroke, coronary revascularization). FIB-4I in all patients and in patients with hypertension (HTN) was significantly higher in the MACE group than in the non-MACE group. The event-free survival rate of MACEs targeting only patients with HTN was significantly lower in patients with a high risk of liver fibrosis (FIB-4I values of 2.67 or higher) than in those with a low or intermediate risk (less than 2.67). However, no significant difference was observed in all patients or in patients without HTN. Finally, FIB-4I and body mass index were independent factors associated with MACEs in patients with HTN. In conclusion, the liver fibrosis score may be an independent predictor of MACEs in hypertensive patients undergoing CCTA.
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Affiliation(s)
- Yusuke Ajimu
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Yuhei Shiga
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Tetsuo Hirata
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Kohei Tashiro
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Sara Higashi
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Yuto Kawahira
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Yasunori Suematsu
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Yuta Kato
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Takashi Kuwano
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Makoto Sugihara
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
| | - Shin-ichiro Miura
- Department of Cardiology, Fukuoka University School of Medicine, Fukuoka 814-0133, Japan; (Y.A.); (Y.S.); (T.H.); (K.T.); (S.H.); (Y.K.); (Y.S.); (Y.K.); (T.K.); (M.S.)
- Department of Internal Medicine, Fukuoka University Nishijin Hospital, Fukuoka 814-0005, Japan
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15
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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: 45] [Impact Index Per Article: 22.5] [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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16
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Jo J, Cha MJ, Lee HJ, Kim WD, Kim J, Ha KE, Kim S, Shim CY, Hong G, Ha J, Cho I. Cardiovascular Outcomes of Coronary Computed Tomography Angiography Versus Functional Testing in Suspected Coronary Syndromes: Real-World Evidence From the Nationwide Cohort. J Am Heart Assoc 2023; 12:e029484. [PMID: 37548161 PMCID: PMC10492943 DOI: 10.1161/jaha.123.029484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 05/15/2023] [Indexed: 08/08/2023]
Abstract
Background Real-world evidence for the selection of gatekeeping studies in patients with suspected coronary syndromes is limited. Methods and Results We identified 27 036 patients who underwent coronary computed tomography angiography (CCTA), single-photon emission computed tomography, and the treadmill test for suspected coronary syndromes from the Korean National Health Insurance Service-National Sample Cohort between 2006 and 2014. The primary end point was a composite of cardiac death and myocardial infarction, and the secondary end point was a composite of the primary end point and revascularization. During a median follow-up of 5.4 years, the risk of both primary and secondary end points was significantly higher in the single-photon emission computed tomography group (hazard ratio [HR], 1.81 [95% CI, 1.34-2.45]; and HR, 1.42 [95% CI, 1.22-1.66]), but significantly lower in the treadmill test group (HR, 0.53 [95% CI, 0.42-0.67]; and HR, 0.69 [95% CI, 0.62-0.76]) compared with the CCTA group. After balancing baseline risk factors, there was no significant difference in the primary end point in those with single-photon emission computed tomography (HR, 1.11 [95% CI, 0.78-1.57]; P=0.58) or treadmill test (HR, 0.84 [95% CI, 0.65-1.08]; P=0.18) groups, compared with the CCTA group. The event rate of the secondary end point was significantly lower in the treadmill test group than in the CCTA group (HR, 0.87 [95% CI, 0.78-0.96]; P=0.008). Conclusions Compared with functional testing, initial CCTA was not associated with a lower rate of cardiac death or myocardial infarction when used as an initial diagnostic test for patients with suspected coronary syndromes.
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Affiliation(s)
- Jinhwan Jo
- Division of Cardiology, Department of Internal MedicineHeart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of MedicineSeoulKorea
| | - Min Jae Cha
- Department of RadiologyChung‐Ang University Hospital, Chung‐Ang University College of MedicineSeoulKorea
| | - Hee Jeong Lee
- Division of Cardiology, Department of Internal MedicineYonsei University College of Medicine, Yonsei University Health SystemSeoulKorea
| | - William D. Kim
- Division of Cardiology, Department of Internal MedicineYonsei University College of Medicine, Yonsei University Health SystemSeoulKorea
| | | | - Kyung Eun Ha
- Division of Cardiology, Department of Internal MedicineYonsei University College of Medicine, Yonsei University Health SystemSeoulKorea
| | - Subin Kim
- Department of Biomedical Systems InformaticsYonsei University College of MedicineSeoulKorea
| | - Chi Young Shim
- Division of Cardiology, Department of Internal MedicineYonsei University College of Medicine, Yonsei University Health SystemSeoulKorea
| | - Geu‐Ru Hong
- Division of Cardiology, Department of Internal MedicineYonsei University College of Medicine, Yonsei University Health SystemSeoulKorea
| | - Jong‐Won Ha
- Division of Cardiology, Department of Internal MedicineYonsei University College of Medicine, Yonsei University Health SystemSeoulKorea
| | - Iksung Cho
- Division of Cardiology, Department of Internal MedicineYonsei University College of Medicine, Yonsei University Health SystemSeoulKorea
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17
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Berry C, Kramer CM, Kunadian V, Patel TR, Villines T, Kwong RY, Raharjo DE. Great Debate: Computed tomography coronary angiography should be the initial diagnostic test in suspected angina. Eur Heart J 2023; 44:2366-2375. [PMID: 36917627 PMCID: PMC10327881 DOI: 10.1093/eurheartj/ehac597] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Affiliation(s)
- Colin Berry
- British Heart Foundation Glasgow Cardiovascular Research Centre, 126 University Place, University of Glasgow, Glasgow, G128TA, UK
- Golden Jubilee National Hospital, Agamemnon Street, Clydebank, G81 4DY, UK
| | - Christopher M Kramer
- Cardiovascular Division, Department of Medicine, University of Virginia Health System, 1215 Lee St., Box 800158, Charlottesville, VA 22908, USA
- Department of Radiology and Medical Imaging, University of Virginia Health System, 1215 Lee St., Box 800170, Charlottesville, VA 22908, USA
| | - Vijay Kunadian
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, 4th Floor William Leech Building, Newcastle upon Tyne NE2 4HH, UK
- Cardiothoracic Centre, Freeman Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Toral R Patel
- Cardiovascular Division, Department of Medicine, University of Virginia Health System, 1215 Lee St., Box 800158, Charlottesville, VA 22908, USA
| | - Todd Villines
- Cardiovascular Division, Department of Medicine, University of Virginia Health System, 1215 Lee St., Box 800158, Charlottesville, VA 22908, USA
| | - Raymond Y Kwong
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Daniell Edward Raharjo
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, 4th Floor William Leech Building, Newcastle upon Tyne NE2 4HH, UK
- Cardiothoracic Centre, Freeman Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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18
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Kaolawanich Y, Prapan N, Phoopattana S, Boonyasirinant T. The novel H 2VK-65 clinical risk assessment tool predicts high coronary artery calcium score in symptomatic patients referred for coronary computed tomography angiography. Front Cardiovasc Med 2023; 10:1096036. [PMID: 37465454 PMCID: PMC10351923 DOI: 10.3389/fcvm.2023.1096036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 06/19/2023] [Indexed: 07/20/2023] Open
Abstract
Background Coronary computed tomographic angiography (CCTA) has emerged as a powerful imaging modality for the detection and prognostication of individuals with suspected coronary artery disease (CAD). High amounts of coronary artery calcium (CAC) significantly obscure the interpretation of CCTA. Clinical risk assessment tools and data specific to predictors of high CAC in symptomatic patients are limited. Methods Consecutive patients who underwent CAC scan and CCTA to diagnose CAD during 2016-2020 were included. A high CAC score was defined as >400 by Agatston method. Univariate and multivariate analyses were performed to determine the predictors of high CAC. The clinical risk score was derived from factors independently associated with high CAC. The derivation cohort was composed of 465 patients; this score was validated in 98 patients. Results The mean age was 63 ± 11 years, 53% were female, and 15.9% had high CAC scores. The independent predictors of high CAC scores were age >65 years (odds ratio [OR] 3.02, 95% confidence interval (95%CI) 1.56-5.85, p = 0.001), chronic kidney disease (CKD) (OR 11.09, 95%CI 3.38-36.38, p < 0.001), heart failure (OR 6.52, 95%CI 2.23-19.09, p = 0.001), hypertension (OR 26.44, 95%CI 9.02-77.44, p < 0.001), and vascular diseases, including ischemic stroke/transient ischemic attack and peripheral arterial disease (OR 20.96, 95%CI 4.19-104.86, p < 0.001). The H2VK-65 (Hypertension, Heart failure, Vascular diseases, CKD, and Age > 65) score allocates 1 point for age >65, 2 points for CKD or heart failure, and 3 points for hypertension or vascular diseases. Using a threshold of ≥4 points, the sensitivity and specificity to detect high CAC was 81% and 80%, respectively. The area under the curve was 0.88 and 0.85 in the derivation and validation cohorts, respectively. Conclusion The novel H2VK-65 score demonstrated good performance for predicting high CAC scores in symptomatic patients referred for CCTA.
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Carvalho FPCD, Hueb W, Lima EG, Rezende PC, Linhares Filho JPP, Garcia RMR, Soares PR, Ramires JAF, Kalil Filho R. Cardiovascular events in patients with coronary artery disease with and without myocardial ischemia: Long-term follow-up. Am Heart J 2023; 256:95-103. [PMID: 36400185 DOI: 10.1016/j.ahj.2022.11.011] [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: 07/22/2022] [Revised: 11/10/2022] [Accepted: 11/10/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND After the results of the ISCHEMIA Trial, the role of myocardial ischemia in the prognosis of coronary artery disease (CAD) was under debate. We sought to comparatively evaluate the long-term prognosis of patients with multivessel CAD with or without documented myocardial ischemia. METHODS This is a single-center, retrospective, observational cohort study that included patients with CAD obtained from the research protocols database of "The Medicine, Angioplasty or Surgery Study," the MASS Study Group. Patients were stratified according to the presence or absence of myocardial ischemia. Cardiovascular events (overall mortality and myocardial infarction) were tracked from the registry entry up to a median follow-up of 8.7 years. Myocardial ischemia was assessed at baseline by a functional test with or without imaging. RESULTS From 1995 to 2018, 2015 patients with multivessel CAD were included. Of these, 1001 presented with conclusive tests at registry entry, 790 (79%) presenting with ischemia and 211 (21%) without ischemia. The median follow-up was 8.7 years (IQR 4.04 to 10.07). The primary outcome occurred in 228 (28.9%) patients with ischemia and in 64 (30.3%) patients without ischemia (plog-rank=0.60). No significant interaction was observed with the presence of myocardial ischemia and treatment strategies in the occurrence of the combined primary outcome (pinteration=0.14). CONCLUSIONS In this sample, myocardial ischemia was not associated with a worse prognosis compared with no ischemia in patients with multivessel CAD. These results refer to debates about the role of myocardial ischemia in the occurrence of cardiovascular events.
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Affiliation(s)
| | - Whady Hueb
- Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, SP, Brazil.
| | - Eduardo Gomes Lima
- Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, SP, Brazil
| | - Paulo Cury Rezende
- Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, SP, Brazil
| | | | - Rosa Maria Rahmi Garcia
- Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, SP, Brazil
| | - Paulo Rogério Soares
- Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, SP, Brazil
| | - Jose Antonio Franchini Ramires
- Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, SP, Brazil
| | - Roberto Kalil Filho
- Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, SP, Brazil
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20
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Ansheles AA. [The Revival of the "Ischemic" Approach in the Assessment of Ischemic Heart Disease: Analysis of Major World Research]. KARDIOLOGIIA 2023; 63:60-67. [PMID: 36749203 DOI: 10.18087/cardio.2023.1.n1478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 12/31/2020] [Accepted: 02/26/2021] [Indexed: 02/08/2023]
Abstract
This analytical review focuses on large international studies on diagnostics of ischemic heart disease and addresses the role of radionuclide methods in evaluating myocardial perfusion and transient ischemia. Based on the reviewed data, the authors proposed a comprehensive instrumental approach to selecting a tactics for the management of patients with suspected or documented ischemic heart disease and for evaluating their prognosis.
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Affiliation(s)
- A A Ansheles
- Chazov National Medical Research Center of Cardiology, Moscow
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21
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Mohammadi T, Mohammadi B. The long-term prognostic value provided by Coronary CT angiography. Eur J Intern Med 2023; 107:37-45. [PMID: 36328870 DOI: 10.1016/j.ejim.2022.10.020] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/22/2022] [Accepted: 10/27/2022] [Indexed: 01/09/2023]
Abstract
BACKGROUND Risk-stratification of patients has a major role in the prevention and treatment of cardiovascular disease. The aim was to find the most informative predictors of cardiovascular events in patients undergoing Coronary CT Angiography. METHODS We carried out a secondary analysis of a large registry dataset. The included population comprises adults aged 18 or older who underwent Coronary CT Angiography of 64-detector rows or greater. We clustered patients based on their characteristics and compared the risk for poor clinical outcomes between the two clusters. RESULTS There were two clusters of patients having different risks for all-cause death, myocardial infarction, and late revascularization [hazard ratios (95%CI) = 2.28 (2.02, 2.57), 1.63 (1.40, 1.89), and 2.46 (2.1, 2.88), all P < 0.001]. The severity of stenosis in the left main coronary artery adjusted for age and sex was the most significant predictor of the high-risk cluster [adjusted odds ratio (95%CI) = 3.35 (2.98, 3.77), P < 0.001]. The severity of stenosis in the first obtuse marginal branch of the left circumflex, distal left circumflex, distal left anterior descending, posterior descending, the first diagonal branch of the left anterior descending, and proximal right coronary artery were important as well (all adjusted odds ratios ≥ 2.52). Cluster profiling showed a higher performance for CT Angiography features (sensitivity = 97.4%, specificity = 85.7%, C-statistic = 98.7%) than calcium, Framingham, and Duke scores in identifying high-risk patients (C-statistic = 82.1, 77.0, and 88.2%, respectively). CONCLUSION Coronary CT Angiography can accurately risk-stratify patients concerning poor clinical outcomes.
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Affiliation(s)
- Tanya Mohammadi
- The University of Tehran, College of Science, School of Mathematics, Statistics, and Computer Science, Tehran, Iran.
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22
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Piña P, Lorenzatti D, Paula R, Daich J, Schenone AL, Gongora C, Garcia MJ, Blaha MJ, Budoff MJ, Berman DS, Virani SS, Slipczuk L. Imaging subclinical coronary atherosclerosis to guide lipid management, are we there yet? Am J Prev Cardiol 2022; 13:100451. [PMID: 36619296 PMCID: PMC9813535 DOI: 10.1016/j.ajpc.2022.100451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 12/07/2022] [Accepted: 12/17/2022] [Indexed: 12/23/2022] Open
Abstract
Atherosclerotic cardiovascular disease risk (ASCVD) is an ongoing epidemic, and lipid abnormalities are its primordial cause. Most individuals suffering a first ASCVD event are previously asymptomatic and often do not receive preventative therapies. The cornerstone of primary prevention has been the identification of individuals at risk through risk calculators based on clinical and laboratory traditional risk factors plus risk enhancers. However, it is well accepted that a clinical risk calculator misclassifies a significant proportion of individuals leading to the prescription of a lipid-lowering medication with very little yield or a missed opportunity for lipid-lowering agents with a potentially preventable event. The development of coronary artery calcium scoring (CAC) and CT coronary angiography (CCTA) provide complementary tools to directly visualize coronary plaque and other risk-modifying imaging components that can potentially provide individualized lipid management. Understanding patient selection for CAC or potentially CCTA and the risk implications of the different parameters provided, such as CAC score, coronary stenosis, plaque characteristics and burden, epicardial adipose tissue, and pericoronary adipose tissue, have grown more complex as technologies evolve. These parameters directly affect the shared decision with patients to start or withhold lipid-lowering therapies, to adjust statin intensity or LDL cholesterol goals. Emerging lipid lowering studies with non-invasive imaging as a guide to patient selection and treatment efficacy, plus the evolution of lipid lowering therapies from statins to a diverse armament of newer high-cost agents have pushed these two fields forward with a complex interaction. This review will discuss existing risk estimators, and non-invasive imaging techniques for subclinical coronary atherosclerosis, traditionally studied using CAC and more recently CCTA with qualitative and quantitative measurements. We will also explore the current data, gaps of knowledge and future directions on the use of these techniques in the risk-stratification and guidance of lipid management.
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Affiliation(s)
- Pamela Piña
- Cardiology Division, Montefiore Medical Center/Albert Einstein College of Medicine. Bronx, NY, USA
| | - Daniel Lorenzatti
- Cardiology Division, Montefiore Medical Center/Albert Einstein College of Medicine. Bronx, NY, USA
| | - Rita Paula
- Cardiology Division, Montefiore Medical Center/Albert Einstein College of Medicine. Bronx, NY, USA
| | - Jonathan Daich
- Cardiology Division, Montefiore Medical Center/Albert Einstein College of Medicine. Bronx, NY, USA
| | - Aldo L Schenone
- Cardiology Division, Montefiore Medical Center/Albert Einstein College of Medicine. Bronx, NY, USA
| | - Carlos Gongora
- Cardiology Division, Montefiore Medical Center/Albert Einstein College of Medicine. Bronx, NY, USA
| | - Mario J Garcia
- Cardiology Division, Montefiore Medical Center/Albert Einstein College of Medicine. Bronx, NY, USA
| | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease. Baltimore, MD, USA
| | - Matthew J Budoff
- Department of Medicine, Lundquist Institute at Harbor UCLA Medical Center, Torrance, CA, USA
| | - Daniel S Berman
- Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Salim S Virani
- Section of Cardiology, Department of Medicine. Baylor College of Medicine, and Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
- The Aga Khan University, Karachi, Pakistan
| | - Leandro Slipczuk
- Cardiology Division, Montefiore Medical Center/Albert Einstein College of Medicine. Bronx, NY, USA
- Corresponding author.
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Al Rifai M, Ahmed AI, Alahdab F, Al-Mallah MH. Clinical utility of coronary artery computed tomography angiography- What we know and What's new? Prog Cardiovasc Dis 2022; 75:12-20. [PMID: 36336026 DOI: 10.1016/j.pcad.2022.10.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Accepted: 10/23/2022] [Indexed: 11/06/2022]
Abstract
Coronary computed tomography (CT) angiography (CCTA) is increasingly recognized for diagnosing obstructive coronary artery disease (CAD) among patients presenting with chest pain. In this review, we summarize the utility of CCTA to determine luminal stenosis and identifying coronary plaques with high-risk features. We review different scoring systems that can quantify total plaque burden including how artificial intelligence can facilitate more detailed plaque assessment. We discuss how CCTA can also be used to detect the hemodynamic significance of CAD lesions (fractional flow reserve CT and CT perfusion) and also local factors outside the vessel wall that may predispose to plaque rupture (fat attenuation index and wall shear stress). We conclude with technological advances in imaging acquisition using photon counting CT and post-image processing techniques especially those that can mitigate blooming artifacts.
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Affiliation(s)
- Mahmoud Al Rifai
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | | | - Fares Alahdab
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.
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24
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Ghorashi SM, Fazeli A, Hedayat B, Mokhtari H, Jalali A, Ahmadi P, Chalian H, Bragazzi NL, Shirani S, Omidi N. Comparison of conventional scoring systems to machine learning models for the prediction of major adverse cardiovascular events in patients undergoing coronary computed tomography angiography. Front Cardiovasc Med 2022; 9:994483. [PMID: 36386332 PMCID: PMC9643500 DOI: 10.3389/fcvm.2022.994483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 10/05/2022] [Indexed: 08/04/2023] Open
Abstract
BACKGROUND The study aims to compare the prognostic performance of conventional scoring systems to a machine learning (ML) model on coronary computed tomography angiography (CCTA) to discriminate between the patients with and without major adverse cardiovascular events (MACEs) and to find the most important contributing factor of MACE. MATERIALS AND METHODS From November to December 2019, 500 of 1586 CCTA scans were included and analyzed, then six conventional scores were calculated for each participant, and seven ML models were designed. Our study endpoints were all-cause mortality, non-fatal myocardial infarction, late coronary revascularization, and hospitalization for unstable angina or heart failure. Score performance was assessed by area under the curve (AUC) analysis. RESULTS Of 500 patients (mean age: 60 ± 10; 53.8% male subjects) referred for CCTA, 416 patients have met inclusion criteria, 46 patients with early (<90 days) cardiac evaluation (due to the inability to clarify the reason for the assessment, deterioration of the symptoms vs. the CCTA result), and 38 patients because of missed follow-up were not enrolled in the final analysis. Forty-six patients (11.0%) developed MACE within 20.5 ± 7.9 months of follow-up. Compared to conventional scores, ML models showed better performance, except only one model which is eXtreme Gradient Boosting had lower performance than conventional scoring systems (AUC:0.824, 95% confidence interval (CI): 0.701-0.947). Between ML models, random forest, ensemble with generalized linear, and ensemble with naive Bayes were shown to have higher prognostic performance (AUC: 0.92, 95% CI: 0.85-0.99, AUC: 0.90, 95% CI: 0.81-0.98, and AUC: 0.89, 95% CI: 0.82-0.97), respectively. Coronary artery calcium score (CACS) had the highest correlation with MACE. CONCLUSION Compared to the conventional scoring system, ML models using CCTA scans show improved prognostic prediction for MACE. Anatomical features were more important than clinical characteristics.
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Affiliation(s)
| | - Amir Fazeli
- Tehran Heart Center, Tehran University of Medical Science, Tehran, Iran
| | - Behnam Hedayat
- Tehran Heart Center, Tehran University of Medical Science, Tehran, Iran
| | - Hamid Mokhtari
- Biomedical Engineering and Physics Department, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Arash Jalali
- Tehran Heart Center, Tehran University of Medical Science, Tehran, Iran
| | - Pooria Ahmadi
- Tehran Heart Center, Tehran University of Medical Science, Tehran, Iran
| | - Hamid Chalian
- Division of Cardiothoracic Imaging, Department of Radiology, University of Washington, Seattle, WA, United States
| | - Nicola Luigi Bragazzi
- Laboratory for Industrial and Applied Mathematics (LIAM), Department of Mathematics and Statistics, York University, Toronto, ON, Canada
| | - Shapour Shirani
- Department of Cardiovascular Imaging, Tehran Heart Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Negar Omidi
- Department of Cardiovascular Imaging, Tehran Heart Center, Tehran University of Medical Sciences, Tehran, Iran
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25
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Abstract
There is large inter-individual heterogeneity in risk of coronary heart disease (CHD). Risk factors traditionally used in primary risk assessment only partially explain this heterogeneity. Residual, unobserved heterogeneity leads to age-related attenuation of hazard rates and underestimation of hazard ratios. Its magnitude is unknown. Therefore, we aimed to estimate a lower and an approximate upper bound. Heterogeneity was parametrized by a log-normal distribution with shape parameter σ. Analysis was based on published data. From concordance indices of studies including traditional risk factors and additional diagnostic imaging data, we calculated the part of heterogeneity explained by imaging data. For traditional risk assessment, this part typically remains unexplained, thus constituting a lower bound on unobserved heterogeneity. Next, the potential impact of heterogeneity on CHD hazard rates in several large countries was investigated. CHD rates increase with age but the increase attenuates with age. Presuming this attenuation to be largely caused by heterogeneity, an approximate upper bound on σ was derived. Taking together both bounds, unobserved heterogeneity in studies without imaging information can be described by a shape parameter in the range σ = 1-2. It substantially contributes to observed age-dependences of hazard ratios and may lead to underestimation of hazard ratios by a factor of about two. Therefore, analysis of studies for primary CHD risk assessment should account for unobserved heterogeneity.
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26
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Limpijankit T, Jongjirasiri S, Unwanatham N, Rattanasiri S, Thakkinstian A, Laothamatas J. Causal Relationship of Coronary Artery Calcium on Myocardial Infarction and Preventive Effect of Antiplatelet Therapy. Front Cardiovasc Med 2022; 9:871267. [PMID: 35571181 PMCID: PMC9091507 DOI: 10.3389/fcvm.2022.871267] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 03/10/2022] [Indexed: 11/13/2022] Open
Abstract
Background The role of coronary artery calcium score (CACS) to guide antiplatelet therapy in order to prevent myocardial infarction (MI) is still uncertain. This study aimed to find the causal relationship of CACS on MI and preventive effect of antiplatelet therapy. Methods From 2005 to 2013, all patients with cardiovascular risk factors or symptoms of suspected CAD underwent coronary computed tomography. CACSs were measured using Agatston method and stratified into 4 groups: 0, 1–99, 100–399, and ≥ 400. Antiplatelet therapy was prescribed following physician discretion. Outcomes of interest were MI and bleeding. A mediation analysis was applied to find association pathways. CACS was considered as an independent variable, whereas antiplatelet therapy was considered as a mediator and MI considered the outcome of interest. Results A total of 7,849 subjects were enrolled. During an average of 9.9 ± 2.4 years follow-up, MI and bleeding events occurred in 2.24% (n = 176) and 2.82% (n = 221) of subjects, respectively. CACSs 100–399 and CAC ≥ 400 were significantly associated with the development of MI [OR 3.14 (1.72, 5.72), and OR 3.22 (1.66, 6.25), respectively, p < 0.001]. Antiplatelet therapy reduced the risk of MI of these corresponding CAC groups with ORs of 0.60 (0.41, 0.78) and 0.56 (0.34, 0.77), p < 0.001]. A risk of bleeding was associated with antiplatelet therapy (only aspirin), anticoagulant, hypertension, male gender and old age. Conclusion CACS was associated with the development of future MI. The preventive effect of antiplatelet therapy was clearly demonstrated in subjects with CACSs equal to or above 100, but this benefit was partially offset by an increased risk of bleeding.
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Affiliation(s)
- Thosaphol Limpijankit
- Division of Cardiology, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Ratchathewi, Thailand
- *Correspondence: Thosaphol Limpijankit,
| | - Sutipong Jongjirasiri
- Department of Radiology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Ratchathewi, Thailand
| | - Nattawut Unwanatham
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Ratchathewi, Thailand
| | - Sasivimol Rattanasiri
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Ratchathewi, Thailand
| | - Ammarin Thakkinstian
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Ratchathewi, Thailand
| | - Jiraporn Laothamatas
- Faculty of Heath Science Technology, Chulabhorn Royal Academy, Bangkok, Thailand
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Updates on the Use of Subclinical Atherosclerosis to Predict Risk of Cardiovascular Events in Heterozygous Familial Hypercholesterolemia. Curr Atheroscler Rep 2022; 24:407-418. [PMID: 35386094 DOI: 10.1007/s11883-022-01017-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE OF REVIEW The high variability of cardiovascular risk in heterozygous familial hypercholesterolemia (HeFH) is a challenge for therapeutical management. Subclinical cardiovascular imaging represents a tool to overcome this challenge. The purpose of this review is to update the reader on the most recent findings on the non-invasive detection of atherosclerotic burden by carotid doppler ultrasound (US), coronary artery calcium (CAC) score, and computed tomography coronary angiography (CTCA) for the optimization of risk stratification in HeFH subjects. RECENT FINDINGS Carotid ultrasound (US) proved its efficacy in the long-term follow-up of HeFH children treated early on with statins, showing a significant reduction of atherosclerotic progression compared to untreated unaffected siblings. The added value of CAC score has been confirmed to predict the risk of cardiovascular events and improve risk stratification provided by available risk equations in asymptomatic HeFH subjects from large prospective cross-national cohorts. Additionally, CTCA provides detailed information on plaque quality and stability, but its role in primary prevention HeFH subjects needs to be further explored. Cardiovascular imaging for the detection of subclinical atherosclerotic cardiovascular disease in HeFH is a promising tool to improve diagnostic and therapeutical management of this undertreated and late-diagnosed disease.
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28
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Logan JK, Ayers MP. Noninvasive Imaging for the Asymptomatic Patient: How to Use Imaging to Guide Treatment Goals? Med Clin North Am 2022; 106:377-388. [PMID: 35227437 DOI: 10.1016/j.mcna.2021.11.012] [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] [Indexed: 11/24/2022]
Abstract
Imaging subclinical atherosclerosis identifies individuals at higher risk of cardiovascular disease through direct visualization before events occur so that preventative measures can be taken. Coronary artery calcium (CAC) scans are the most widely used and studied to identify subclinical atherosclerosis and are most useful in men older than 40 years and women older than 50 years. Coronary computed tomography angiography has high prognostic value and might be the best modality for assessing subclinical atherosclerosis with incremental increase in predictive value over CAC. Ankle-brachial indexes are specific markers for cardiovascular risk but are a less sensitive tool for risk assessment.
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Affiliation(s)
- Juliette Kathleen Logan
- Division of Cardiovascular Medicine, University of Virginia, Heart and Vascular Center Fontaine, 500 Ray C. Hunt Drive, Charlottesville, VA 22903, USA.
| | - Michael Parker Ayers
- Division of Cardiovascular Medicine, University of Virginia, Heart and Vascular Center Fontaine, 500 Ray C. Hunt Drive, Charlottesville, VA 22903, USA.
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29
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Bigler MR, Gräni C. The power of zero calcium score: Is there a need for improvement? J Nucl Cardiol 2022; 29:334-336. [PMID: 32856242 DOI: 10.1007/s12350-020-02326-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 07/30/2020] [Indexed: 10/23/2022]
Affiliation(s)
- Marius Reto Bigler
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 18, 3010, Bern, Switzerland
| | - Christoph Gräni
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 18, 3010, Bern, Switzerland.
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Cainzos-Achirica M, Nasir K. Debates in Cardiac CT: The Force of Data Is with CAC — And It’s Rock Solid. J Cardiovasc Comput Tomogr 2022; 16:286-289. [DOI: 10.1016/j.jcct.2022.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 01/06/2022] [Accepted: 02/02/2022] [Indexed: 10/19/2022]
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Usefulness of Cardiac Computed Tomography in Coronary Risk Prediction: A Five-Year Follow-Up of the SPICA Study (Secure Prevention with Imaging of the Coronary Arteries). J Clin Med 2022; 11:jcm11030533. [PMID: 35159985 PMCID: PMC8836950 DOI: 10.3390/jcm11030533] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/18/2022] [Accepted: 01/19/2022] [Indexed: 02/05/2023] Open
Abstract
Accurate identification of individuals at high coronary risk would reduce acute coronary syndrome incidence and morbi-mortality. We analyzed the effect on coronary risk prediction of adding coronary artery calcification (CAC) and Segment Involvement Score (SIS) to cardiovascular risk factors. This was a prospective cohort study of asymptomatic patients recruited between 2013–2017. All participants underwent a coronary computed tomography angiography to determine CAC and SIS. The cohort was followed-up for a composite endpoint of myocardial infarction, coronary angiography and/or revascularization (median = five years). Discrimination and reclassification of the REGICOR function with CAC/SIS were examined with the Sommer’s D index and with the Net reclassification index (NRI). Nine of the 251 individuals included had an event. Of the included participants, 94 had a CAC = 0 and 85 a SIS = 0, none of them had an event. The addition of SIS or of SIS and CAC to the REGICOR risk function significantly increased the discrimination capacity from 0.74 to 0.89. Reclassification improved significantly when SIS or both scores were included. CAC and SIS were associated with five-year coronary event incidence, independently of cardiovascular risk factors. Discrimination and reclassification of the REGICOR risk function were significantly improved by both indexes, but SIS overrode the effect of CAC.
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32
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Jin GY. Use of Coronary CT Angiography as a Screening Tool for Coronary Artery Disease in Asymptomatic Healthy Individuals or Patients. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2022; 83:54-69. [PMID: 36237344 PMCID: PMC9238211 DOI: 10.3348/jksr.2021.0161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 12/12/2021] [Accepted: 12/24/2021] [Indexed: 11/24/2022]
Abstract
심장 돌연사 환자들은 종종 흉통 또는 운동성 호흡곤란 등의 전조증상이 나타나지 않기 때문에 잠재적인 무증상 관상동맥 질환을 조기에 발견하는 것이 매우 중요하다. 관상동맥 전산화단층촬영 혈관조영술은 방사선 노출로 인한 위험성 때문에 무증상 환자에서 스크리닝 검사로 정당화되지 못했었지만 최근에 전산화단층촬영 기술의 비약적인 발전으로 방사선량을 1 mSv 미만으로 최소화함으로써 무증상 환자의 관상동맥 질환 선별 검사의 유용성에 대한 많은 연구가 진행되어 왔다. 그러나, 여전히 무증상 정상인 또는 환자의 관상동맥 질환 선별 검사에 대한 관상동맥 전산화단층촬영 혈관조영술의 유용성에 대해서는 다양한 의견들이 있다. 이 종설에서는 무증상 정상인 또는 환자들에게 관상동맥 질환 선별 검사로 관상동맥 칼슘 점수와 관상동맥 전산화단층촬영 혈관조영술 유용성에 대해서 다양한 문헌고찰을 통해서 알아보았다. 관상동맥 전산화단층촬영 혈관조영술상 무증상 정상인의 2.6%에서 70% 이상의 유의한 관상동맥 협착이 발견되었고, 선별 목적의 관상동맥 전산화단층촬영 혈관조영술이 무증상 건강한 사람의 미래의 심혈관 질환 발생을 예측할 수 있다. 그러나 현재 미국국립보건원에서 진행하고 있는 SCOT-HEART 2 연구가 끝나면 관상동맥 전산화단층촬영 혈관조영술이 무증상 성인의 심혈관 예방에 선별 검사로 적절한지 결정을 내릴 수 있을 것으로 생각된다.
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Affiliation(s)
- Gong Yong Jin
- Department of Radiology, Jeonbuk National University Medical School, Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea
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Feuchtner GM, Beyer C, Langer C, Bleckwenn S, Senoner T, Barbieri F, Luger A, Spitaler P, Widmann G, Adukauskaite A, Dichtl W, Friedrich G, Plank F. The Atherosclerotic Profile of a Young Symptomatic Population between 19 and 49 Years: Coronary Computed Tomography Angiography or Coronary Artery Calcium Score? J Cardiovasc Dev Dis 2021; 8:jcdd8110157. [PMID: 34821710 PMCID: PMC8625601 DOI: 10.3390/jcdd8110157] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 11/05/2021] [Accepted: 11/09/2021] [Indexed: 11/16/2022] Open
Abstract
(1) Background: Whether coronary computed tomography angiography (CTA) or the coronary artery calcium score (CACS) should be used for diagnosis of coronary heart disease, is an open debate. The aim of our study was to compare the atherosclerotic profile by coronary CTA in a young symptomatic high-risk population (age, 19-49 years) in comparison with the coronary artery calcium score (CACS). (2) Methods: 1137 symptomatic high-risk patients between 19-49 years (mean age, 42.4 y) who underwent coronary CTA and CACS were stratified into six age groups. CTA-analysis included stenosis severity and high-risk-plaque criteria (3) Results: Atherosclerosis was more often detected based on CTA than based on CACS (45 vs. 27%; p < 0.001), 50% stenosis in 13.6% and high-risk plaque in 17.7%. Prevalence of atherosclerosis was low and not different between CACS and CTA in the youngest age groups (19-30 y: 5.2 and 6.4% and 30-35 y: 10.6 and 16%). In patients older than >35 years, the rate of atherosclerosis based on CTA increased (p = 0.004, OR: 2.8, 95%CI:1.45-5.89); and was higher by CTA as compared to CACS (34.9 vs. 16.7%; p < 0.001), with a superior performance of CTA. In patients older than 35 years, stenosis severity (p = 0.002) and >50% stenosis increased from 2.6 to 12.5% (p < 0.001). High-risk plaque prevalence increased from 6.4 to 26.5%. The distribution of high-risk plaque between CACS 0 and >0.1 AU was similar among all age groups, with an increasing proportion in CACS > 0.1 AU with age. A total of 24.9% of CACS 0 patients had coronary artery disease based on CTA, 4.4% > 50% stenosis and 11.5% had high-risk plaque. (4) Conclusions: In a symptomatic young high-risk population older than 35 years, CTA performed superior than CACS. In patients aged 19-35 years, the rate of atherosclerosis was similar and low based on both modalities. CACS 0 did not rule out coronary artery disease in a young high-risk population.
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Affiliation(s)
- Gudrun Maria Feuchtner
- Department of Radiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.L.); (S.B.); (A.L.); (G.W.)
- Correspondence: ; Tel.: +43-504-512-81898
| | - Christoph Beyer
- Department of Internal Medicine III, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.B.); (T.S.); (F.B.); (P.S.); (A.A.); (W.D.); (G.F.); (F.P.)
| | - Christian Langer
- Department of Radiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.L.); (S.B.); (A.L.); (G.W.)
| | - Sven Bleckwenn
- Department of Radiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.L.); (S.B.); (A.L.); (G.W.)
| | - Thomas Senoner
- Department of Internal Medicine III, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.B.); (T.S.); (F.B.); (P.S.); (A.A.); (W.D.); (G.F.); (F.P.)
| | - Fabian Barbieri
- Department of Internal Medicine III, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.B.); (T.S.); (F.B.); (P.S.); (A.A.); (W.D.); (G.F.); (F.P.)
- Department of Cardiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 12203 Berlin, Germany
| | - Anna Luger
- Department of Radiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.L.); (S.B.); (A.L.); (G.W.)
| | - Philipp Spitaler
- Department of Internal Medicine III, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.B.); (T.S.); (F.B.); (P.S.); (A.A.); (W.D.); (G.F.); (F.P.)
| | - Gerlig Widmann
- Department of Radiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.L.); (S.B.); (A.L.); (G.W.)
| | - Agne Adukauskaite
- Department of Internal Medicine III, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.B.); (T.S.); (F.B.); (P.S.); (A.A.); (W.D.); (G.F.); (F.P.)
| | - Wolfgang Dichtl
- Department of Internal Medicine III, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.B.); (T.S.); (F.B.); (P.S.); (A.A.); (W.D.); (G.F.); (F.P.)
| | - Guy Friedrich
- Department of Internal Medicine III, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.B.); (T.S.); (F.B.); (P.S.); (A.A.); (W.D.); (G.F.); (F.P.)
| | - Fabian Plank
- Department of Internal Medicine III, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.B.); (T.S.); (F.B.); (P.S.); (A.A.); (W.D.); (G.F.); (F.P.)
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Dzaye O, Razavi AC, Blaha MJ, Mortensen MB. Evaluation of coronary stenosis versus plaque burden for atherosclerotic cardiovascular disease risk assessment and management. Curr Opin Cardiol 2021; 36:769-775. [PMID: 34620792 PMCID: PMC8547346 DOI: 10.1097/hco.0000000000000911] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW To provide a summary of recent literature on the relative impact of luminal stenosis versus atherosclerotic plaque burden in atherosclerotic cardiovascular disease (ASCVD) risk stratification and management. RECENT FINDINGS Recent results from both randomized controlled clinical trials as well as observational cohort studies have demonstrated that ASCVD risk is mediated mainly by the extent of atherosclerotic disease burden rather than by the presence of coronary stenosis or inducible ischemia. Although patients with obstructive CAD are generally at higher risk for ASCVD events than patients with nonobstructive CAD, this is driven by a higher plaque burden in those with obstructive CAD. Accordingly, the ASCVD risk for a given plaque burden is similar in patients with and without obstructive CAD. Accompanying these observations are randomized controlled trial data, which show that optimization of medical therapy instead of early revascularization is most important for improving prognosis in patients with stable obstructive CAD. SUMMARY Emerging evidence shows that atherosclerotic plaque burden, and not stenosis per se, is the main driver of ASCVD risk in patients with CAD. This information challenges the current paradigm of selecting patients for intensive secondary prevention measures based primarily on the presence of obstructive CAD.
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Affiliation(s)
- Omar Dzaye
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Alexander C. Razavi
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Michael J. Blaha
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Martin Bødtker Mortensen
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Hospital, Baltimore, Maryland, USA
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
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Graby J, Khavandi A, Thompson D, Downie P, Antoniades C, Rodrigues JCL. CT coronary angiography-guided cardiovascular risk screening in asymptomatic patients: is it time? Clin Radiol 2021; 76:801-811. [PMID: 34404515 DOI: 10.1016/j.crad.2021.07.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 07/13/2021] [Indexed: 12/14/2022]
Abstract
Cardiovascular disease (CVD) is the leading cause of death in the UK, whilst millions live with various forms of the disease. Coronary artery disease constitutes a significant portion of this morbidity and mortality, and is the leading cause of premature death. Increasing focus is thus being placed on the optimisation of CVD prevention, where risk screening plays a key role. Indeed, the decline in age-adjusted cardiovascular mortality achieved up to now has been largely attributed to primary preventative therapies (e.g., statins) introduced earlier in the disease process. National initiatives exist to improve cardiovascular health at a population level, but in its current form, CVD screening at the individual level is predominantly undertaken using multivariate risk scores based on population-based data. These have multiple innate flaws, highlighted in this review. Non-invasive imaging plays a key role in the screening of other disease processes, helping to personalise the screening process. Although the coronary artery calcium score as a screening tool has a role in national and international guidance, whether a shift to screening with computed tomography coronary angiography (CTCA) is now appropriate is open for discussion. Image acquisition techniques continue to improve with reducing radiation exposure and an ever-expanding evidence-base for additional prognostic data offered by CTCA. This enables the potential identification of sub-clinical atherosclerosis, including with novel artificial intelligence techniques. This review aims to report current guidelines regarding cardiac CT imaging in the asymptomatic primary prevention setting, advances in various CT technologies and future opportunities for progress in this field.
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Affiliation(s)
- J Graby
- Department of Cardiology, Royal United Hospital, Combe Park, Bath, BA1 3NG, UK; Department for Health, University of Bath, Claverton Down, Bath, BA2 7AY, UK
| | - A Khavandi
- Department of Cardiology, Royal United Hospital, Combe Park, Bath, BA1 3NG, UK
| | - D Thompson
- Department for Health, University of Bath, Claverton Down, Bath, BA2 7AY, UK
| | - P Downie
- Department of Laboratory Medicine, Salisbury District Hospital, Odstock Road, Salisbury, SP2 8BJ, UK
| | - C Antoniades
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - J C L Rodrigues
- Department for Health, University of Bath, Claverton Down, Bath, BA2 7AY, UK; Department of Radiology, Royal United Hospital, Combe Park, Bath, BA1 3NG, UK.
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Izar MCDO, Giraldez VZR, Bertolami A, Santos Filho RDD, Lottenberg AM, Assad MHV, Saraiva JFK, Chacra APM, Martinez TLR, Bahia LR, Fonseca FAH, Faludi AA, Sposito AC, Chagas ACP, Jannes CE, Amaral CK, Araújo DBD, Cintra DE, Coutinho EDR, Cesena F, Xavier HT, Mota ICP, Giuliano IDCB, Faria Neto JR, Kato JT, Bertolami MC, Miname MH, Castelo MHCG, Lavrador MSF, Machado RM, Souza PGD, Alves RJ, Machado VA, Salgado Filho W. Update of the Brazilian Guideline for Familial Hypercholesterolemia - 2021. Arq Bras Cardiol 2021; 117:782-844. [PMID: 34709306 PMCID: PMC8528358 DOI: 10.36660/abc.20210788] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Affiliation(s)
| | - Viviane Zorzanelli Rocha Giraldez
- Instituto do Coração (InCor) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP - Brasil
- Grupo Fleury, São Paulo, SP - Brasil
| | | | | | - Ana Maria Lottenberg
- Hospital Israelita Albert Einstein (HIAE) - Faculdade Israelita de Ciências da Saúde Albert Einstein (FICSAE), São Paulo, SP - Brasil
- Faculdade de Medicina da Universidade de São Paulo, Laboratório de Lípides (LIM10), São Paulo, São Paulo, SP - Brasil
| | | | | | - Ana Paula M Chacra
- Instituto do Coração (InCor) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP - Brasil
| | | | | | | | | | - Andrei C Sposito
- Universidade Estadual de Campinas (UNICAMP), Campinas, SP - Brasil
| | | | - Cinthia Elim Jannes
- Instituto do Coração (InCor) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP - Brasil
| | | | | | | | | | - Fernando Cesena
- Hospital Israelita Albert Einstein (HIAE), São Paulo, SP - Brasil
| | | | | | | | | | | | | | - Marcio Hiroshi Miname
- Instituto do Coração (InCor) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP - Brasil
| | - Maria Helane Costa Gurgel Castelo
- Universidade Federal do Ceará (UFC), Fortaleza, CE - Brasil
- Hospital do Coração de Messejana, Fortaleza, CE - Brasil
- Professora da Faculdade Unichristus, Fortaleza, CE - Brasil
| | - Maria Sílvia Ferrari Lavrador
- Hospital Israelita Albert Einstein (HIAE) - Faculdade Israelita de Ciências da Saúde Albert Einstein (FICSAE), São Paulo, SP - Brasil
| | - Roberta Marcondes Machado
- Faculdade de Medicina da Universidade de São Paulo, Laboratório de Lípides (LIM10), São Paulo, São Paulo, SP - Brasil
| | - Patrícia Guedes de Souza
- Hospital Universitário Professor Edgard Santos da Universidade Federal da Bahia (UFBA), Salvador, BA - Brasil
| | | | | | - Wilson Salgado Filho
- Instituto do Coração (InCor) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP - Brasil
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Mortensen MB, Blaha MJ. Is There a Role of Coronary CTA in Primary Prevention? Current State and Future Directions. Curr Atheroscler Rep 2021; 23:44. [PMID: 34146160 DOI: 10.1007/s11883-021-00943-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/17/2021] [Indexed: 01/19/2023]
Abstract
PURPOSE OF REVIEW Information on subclinical atherosclerosis burden provides prognostic information on atherosclerotic cardiovascular disease (ASCVD) risk beyond what can be achieved by traditional risk factors alone and may therefore improve allocation of preventive treatment in primary prevention. The purpose of this review is to discuss the potential role and value of assessing subclinical atherosclerosis using coronary artery calcium (CAC) versus computed tomography angiography (CTA) among asymptomatic patients in the context of current primary prevention cholesterol guidelines. RECENT FINDINGS Since 2013, primary prevention cholesterol guidelines have lowered the treatment threshold for initiating statin therapy resulting in high statin eligibility and sensitivity for detecting ASCVD events. Thus, one of the main advantages of assessing subclinical atherosclerosis is to identify those individuals who are at so low ASCVD risk that preventive treatment may safely be withhold. Numerous studies have shown that both CAC and CTA provide highly valuable information on ASCVD risk in the individual patient. However, while extensive data exist regarding the ability of CAC to improve treatment allocation in the context of primary prevention guidelines, such data is sparse for CTA. Furthermore, there is no data to show that CTA improves risk classification and treatment allocation in primary prevention beyond what can be achieved by assessment of CAC. Although CTA provides important information regarding prognosis in symptomatic patients undergoing clinical CTA, there is no strong evidence to support its use in the primary prevention setting. Thus, the potential value of CTA in primary prevention is not clear and is currently not recommended by guidelines.
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Affiliation(s)
- Martin Bødtker Mortensen
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 8200, Aarhus N, Denmark. .,Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA.
| | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
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Chen Z, Rigolli M, Vigneault DM, Kligerman S, Hahn L, Narezkina A, Craine A, Lowe K, Contijoch F. Automated cardiac volume assessment and cardiac long- and short-axis imaging plane prediction from electrocardiogram-gated computed tomography volumes enabled by deep learning. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2021; 2:311-322. [PMID: 34223176 PMCID: PMC8242184 DOI: 10.1093/ehjdh/ztab033] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 03/01/2021] [Accepted: 03/19/2021] [Indexed: 01/29/2023]
Abstract
AIMS To develop an automated method for bloodpool segmentation and imaging plane re-slicing of cardiac computed tomography (CT) via deep learning (DL) for clinical use in coronary artery disease (CAD) wall motion assessment and reproducible longitudinal imaging. METHODS AND RESULTS One hundred patients who underwent clinically indicated cardiac CT scans with manually segmented left ventricle (LV) and left atrial (LA) chambers were used for training. For each patient, long-axis (LAX) and short-axis planes were manually defined by an imaging expert. A DL model was trained to predict bloodpool segmentations and imaging planes. Deep learning bloodpool segmentations showed close agreement with manual LV [median Dice: 0.91, Hausdorff distance (HD): 6.18 mm] and LA (Dice: 0.93, HD: 7.35 mm) segmentations and a strong correlation with manual ejection fraction (Pearson r: 0.95 LV, 0.92 LA). Predicted planes had low median location (6.96 mm) and angular orientation (7.96 ° ) errors which were comparable to inter-reader differences (P > 0.71). 84-97% of DL-prescribed LAX planes correctly intersected American Heart Association segments, which was comparable (P > 0.05) to manual slicing. In a test cohort of 144 patients, we evaluated the ability of the DL approach to provide diagnostic imaging planes. Visual scoring by two blinded experts determined ≥94% of DL-predicted planes to be diagnostically adequate. Further, DL-enabled visualization of LV wall motion abnormalities due to CAD and provided reproducible planes upon repeat imaging. CONCLUSION A volumetric, DL approach provides multiple chamber segmentations and can re-slice the imaging volume along standardized cardiac imaging planes for reproducible wall motion abnormality and functional assessment.
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Affiliation(s)
- Zhennong Chen
- Department of Bioengineering, UC San Diego School of Engineering, 9500 Gilman Drive, MC 0412, La Jolla, CA 92093, USA
| | - Marzia Rigolli
- Department of Bioengineering, UC San Diego School of Engineering, 9500 Gilman Drive, MC 0412, La Jolla, CA 92093, USA
| | - Davis Marc Vigneault
- Department of Internal Medicine, Scripps Mercy Hospital, 4077 Fifth Ave, San Diego, CA 92103, USA
| | - Seth Kligerman
- Department of Radiology, UC San Diego School of Medicine, 9500 Gilman Drive, La Jolla, CA 92093, USA
| | - Lewis Hahn
- Department of Radiology, UC San Diego School of Medicine, 9500 Gilman Drive, La Jolla, CA 92093, USA
| | - Anna Narezkina
- Department of Medicine, Division of Cardiology, UC San Diego School of Medicine, 9500 Gilman Dr, La Jolla, CA 92093, USA
| | - Amanda Craine
- Department of Bioengineering, UC San Diego School of Engineering, 9500 Gilman Drive, MC 0412, La Jolla, CA 92093, USA
| | - Katherine Lowe
- Department of Bioengineering, UC San Diego School of Engineering, 9500 Gilman Drive, MC 0412, La Jolla, CA 92093, USA
| | - Francisco Contijoch
- Department of Bioengineering, UC San Diego School of Engineering, 9500 Gilman Drive, MC 0412, La Jolla, CA 92093, USA
- Department of Radiology, UC San Diego School of Medicine, 9500 Gilman Drive, La Jolla, CA 92093, USA
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Nasir K, Cainzos-Achirica M. Role of coronary artery calcium score in the primary prevention of cardiovascular disease. BMJ 2021; 373:n776. [PMID: 33947652 DOI: 10.1136/bmj.n776] [Citation(s) in RCA: 66] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
First developed in 1990, the Agatston coronary artery calcium (CAC) score is an international guideline-endorsed decision aid for further risk assessment and personalized management in the primary prevention of atherosclerotic cardiovascular disease. This review discusses key international studies that have informed this 30 year journey, from an initial coronary plaque screening paradigm to its current role informing personalized shared decision making. Special attention is paid to the prognostic value of a CAC score of zero (the so called "power of zero"), which, in a context of low estimated risk thresholds for the consideration of preventive therapy with statins in current guidelines, may be used to de-risk individuals and thereby inform the safe delay or avoidance of certain preventive therapies. We also evaluate current recommendations for CAC scoring in clinical practice guidelines around the world, and past and prevailing barriers for its use in routine patient care. Finally, we discuss emerging approaches in this field, with a focus on the potential role of CAC informing not only the personalized allocation of statins and aspirin in the general population, but also of other risk-reduction therapies in special populations, such as individuals with diabetes and people with severe hypercholesterolemia.
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Affiliation(s)
- Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
- Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
- Center for Outcomes Research, Houston Methodist, Houston, TX, USA
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Cademartiri F, Casolo G, Clemente A, Seitun S, Mantini C, Bossone E, Saba L, Sverzellati N, Nistri S, Punzo B, Cavaliere C, La Grutta L, Gentile G, Maffei E. Coronary CT angiography: a guide to examination, interpretation, and clinical indications. Expert Rev Cardiovasc Ther 2021; 19:413-425. [PMID: 33884942 DOI: 10.1080/14779072.2021.1915132] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
INTRODUCTION The introduction of Cardiac Computed Tomography (CCT) has changed the paradigm in the field of diagnostic cardiovascular medicine. CCT is the primary tool in the assessment of suspected Coronary Artery Disease (CAD) and should be followed by functional assessment when needed to stratify disease and to plan potential interventional or surgical therapy. AREAS COVERED We provided the current state of the knowledge on the main aspects of technique of examination, image interpretation and clinical indications. We have focused our attention on the basic routine applications and activities. EXPERT OPINION The primary role of CCT in suspected CAD will progressively become the standard approach. In general, any situation in which anatomy of the heart and thoracic vessels/structures is mandatory must be approached using CT first, whenever possible. The quantity and quality of information that can be provided by CCT is big and the operators should learn how to deal with this information. On the other hand, CCT is only apparently a straightforward and simple examination. It is actually the most complex diagnostic procedure that can be performed on CT and requires highly skilled operators and state-of-art-technology.
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Affiliation(s)
| | - Giancarlo Casolo
- Department of Cardiology, Ospedale Della Versilia, Viareggio, Italy
| | - Alberto Clemente
- Department of Radiology, Fondazione Toscana Gabriele Monasterio, Massa, Italy
| | - Sara Seitun
- Department of Radiology, Ospedale San Martino, Genova, Italy
| | - Cesare Mantini
- Department of Neuroscience, Imaging and Clinical Sciences, "G. d'Annunzio" University, Chieti, Italy
| | - Eduardo Bossone
- Department of Cardiology, Ospedale Cardarelli, Naples, Italy
| | - Luca Saba
- Department of Radiology, University of Cagliari, Cagliari, Italy
| | | | | | - Bruna Punzo
- Department of Radiology, SDN IRCCS, Naples, Italy
| | | | | | | | - Erica Maffei
- Department of Radiology, Area Vasta 1, ASUR Marche, Urbino, Italy
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41
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Henkin S, McBane RD, Rooke TW, Wysokinski WE, Casanegra AI, Liedl DA, Wennberg PW. Major adverse events associated with inducible cardiac ischemia during treadmill exercise testing for peripheral artery disease. J Vasc Surg 2021; 74:1335-1342.e2. [PMID: 33887431 DOI: 10.1016/j.jvs.2021.03.041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 03/19/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND The coexistence of coronary artery disease and peripheral artery disease (PAD) is well-established. Whether myocardial ischemia by electrocardiography during treadmill testing to evaluate PAD severity is associated with adverse cardiac and limb events has not been established. The aim of the current study is to assess the risk of major adverse cardiac events (MACE), major adverse limb events (MALE), and all-cause mortality in patients with evidence of myocardial ischemia on ECG compared with those without ischemia in patients undergoing treadmill testing for PAD evaluation. METHODS Patients undergoing treadmill exercise ankle-brachial index (ABI) evaluation (January 1, 2003, to December 31, 2006) were identified using the Mayo Clinic Gonda Vascular Laboratory database. Patients with ischemia by electrocardiogram (ECG) were age and sex matched to patients without ischemia. Outcomes were compared by ECG category. RESULTS Of 4128 patients who underwent treadmill exercise, 170 (4.1%) had inducible myocardial ischemia by ECG. These were matched with 340 patients without ischemia. The positive ECG group had a higher percentage of diabetes mellitus (31.2% vs 21.8%; P = .02), carotid artery disease (22.4% vs 13.2%; P = .009), exercise-induced angina (14.1% vs 2.9%; P < .0001), and dyspnea (60.6% vs 35.6%; P < .0001). While the resting ABI was similar, the postexercise ABI was lower in the positive ECG group (0.5 vs 0.7; P = .04). After a median follow-up of 8 years, MACE were significantly greater in the positive ECG group (62.4% vs 46.5%; P < .001). MALE were significantly less frequent (17.1% vs 23.2%; P = .02), without an increased risk of amputation. In multivariable analysis, inducible ischemia was associated with higher incidence of MACE (hazard ratio, 1.65; 95% confidence interval, 1.25-2.16; P < .001) and lower incidence of MALE (hazard ratio, 0.51; 95% confidence interval, 0.31-0.84; P < .05). CONCLUSIONS ECG monitoring during vascular treadmill testing identified a subset of patients with more frequent MACE but less MALE.
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Affiliation(s)
- Stanislav Henkin
- Heart and Vascular Center, Dartmouth-Hitchcock Medical Center, Lebanon, NH
| | - Robert D McBane
- Gonda Vascular Center, Mayo Clinic, Rochester, Minn; Cardiovascular Department, Mayo Clinic, Rochester, Minn.
| | - Thom W Rooke
- Gonda Vascular Center, Mayo Clinic, Rochester, Minn; Cardiovascular Department, Mayo Clinic, Rochester, Minn
| | - Waldemar E Wysokinski
- Gonda Vascular Center, Mayo Clinic, Rochester, Minn; Cardiovascular Department, Mayo Clinic, Rochester, Minn
| | - Ana I Casanegra
- Gonda Vascular Center, Mayo Clinic, Rochester, Minn; Cardiovascular Department, Mayo Clinic, Rochester, Minn
| | - David A Liedl
- Gonda Vascular Center, Mayo Clinic, Rochester, Minn; Cardiovascular Department, Mayo Clinic, Rochester, Minn
| | - Paul W Wennberg
- Gonda Vascular Center, Mayo Clinic, Rochester, Minn; Cardiovascular Department, Mayo Clinic, Rochester, Minn
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42
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Choi YJ, Park JB, Park CS, Hwang I, Yoon YE, Lee SP, Kim HK, Kim YJ, Cho GY, Sohn DW. Prognostic implications of left ventricular mass-geometry in patients with no or nonobstructive coronary artery disease. BMC Cardiovasc Disord 2021; 21:187. [PMID: 33858344 PMCID: PMC8051046 DOI: 10.1186/s12872-021-02005-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 04/09/2021] [Indexed: 12/28/2022] Open
Abstract
Background Coronary computed tomography angiography (CCTA) is widely used as a first-line noninvasive modality that frequently exhibits no or nonobstructive coronary artery disease (CAD) in clinical practice, along with abnormal left ventricular (LV) geometry on echocardiography. However, the combined prognostic value of these findings has not been well elucidated. Therefore, we aimed to evaluate the prognostic implications of abnormal LV geometry in individuals with no or nonobstructive CAD. Methods A total of 5806 subjects with no CAD or nonobstructive CAD (luminal narrowing < 50%) on CCTA were included in the study. The major exclusion criteria were structural heart disease and a history of myocardial infarction or coronary revascularization. Abnormal LV geometry on echocardiography was defined as LV mass index > 95 g/m2 in women and > 115 g/m2 in men, and/or relative wall thickness > 0.42. The primary outcome was all-cause mortality. Results A total of 5803 subjects without significant obstructive CAD (age, 56.6 ± 8.87 years; men, 3884 [66.9%]). Of them, 4045 (69.7%) subjects had normal LV geometry and 1758 (30.3%) had abnormal LV geometry respectively. During a mean follow-up of 6.2 ± 1.48 years, 84 (1.44%) subjects died in the study population. Of these, 56 subjects were from the normal LV geometry group (1.24%) and 28 were from the abnormal LV geometry group (2.32%). Subjects with abnormal LV geometry had significantly worse survival rates (log-rank, p < 0.001). After adjustment for confounding factors, abnormal LV geometry was an independent predictor of all-cause mortality (adjusted hazard ratio, 1.64; 95% confidence interval, 1.04–2.58; p = 0.034). Moreover, abnormal LV geometry was significantly worse in survival when classified as those with no CAD (log-rank, p = 0.024) and nonobstructive CAD (Log-rank, p < 0.001). Conclusions Abnormal LV geometry portends a worse prognosis in subjects with no or nonobstructive CAD. These findings suggest that LV geometry assessment can help improve the stratification of individuals with these CCTA findings. Supplementary Information The online version contains supplementary material available at 10.1186/s12872-021-02005-6.
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Affiliation(s)
- You-Jung Choi
- Division of Cardiology, Department of Internal Medicine/Cardiovascular Center, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Jun-Bean Park
- Division of Cardiology, Department of Internal Medicine/Cardiovascular Center, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea. .,Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea.
| | - Chan Soon Park
- Division of Cardiology, Department of Internal Medicine/Cardiovascular Center, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.,Graduated School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Inchang Hwang
- Division of Cardiology, Department of Internal Medicine/Cardiovascular Center, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.,Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea
| | - Yeonyee E Yoon
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea.,Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea
| | - Seung-Pyo Lee
- Division of Cardiology, Department of Internal Medicine/Cardiovascular Center, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.,Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Hyung-Kwan Kim
- Division of Cardiology, Department of Internal Medicine/Cardiovascular Center, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.,Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Yong-Jin Kim
- Division of Cardiology, Department of Internal Medicine/Cardiovascular Center, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.,Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Goo-Yeong Cho
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea.,Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea
| | - Dae-Won Sohn
- Division of Cardiology, Department of Internal Medicine/Cardiovascular Center, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.,Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
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43
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Kawahira Y, Shiga Y, Inoue H, Suematsu Y, Tashiro K, Kato Y, Fujimi K, Takamiya Y, Kuwano T, Sugihara M, Miura SI. Association between high-density lipoprotein cholesterol levels and major adverse cardiovascular events in patients who underwent coronary computed tomography angiography: FU-CCTA registry. Heart Vessels 2021; 36:1457-1465. [PMID: 33744994 DOI: 10.1007/s00380-021-01831-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Accepted: 03/05/2021] [Indexed: 11/29/2022]
Abstract
It is unclear whether higher levels of serum high-density lipoprotein cholesterol (HDL-C) prevent major adverse cardiovascular events (MACE). We prospectively evaluated 501 patients who had undergone coronary computed tomography angiography at Fukuoka University Hospital and either were clinically suspected of having coronary artery disease (CAD) or had at least one cardiovascular risk factor with a follow-up of up to 5 years. The primary endpoint was MACE (cardiovascular death, ischemic stroke, acute myocardial infarction and coronary revascularization). The patients were divided into tertiles according to the HDL-C level: 47 mg/dl ≥ HDL-C level [n = 167, lower HDL-C level (L-HDL)], 58 mg/dl ≥ HDL-C level ≥ 48 mg/dl [n = 167, middle HDL-C level (M-HDL)] and HDL-C level ≥ 59 mg/dl [n = 167, higher HDL-C level (H-HDL)] groups. There were significant differences in %CAD among the L-HDL, M-HDL and H-HDL groups. Unexpectedly, there was no difference in %MACE between M-HDL and H-HDL, although %MACE in M-HDL was significantly lower than that in L-HDL (p < 0.05). By a multivariate logistic regression analysis, MACE in H-HDL-C was independently associated with diabetes mellitus (DM) (p = 0.03). A Kaplan-Meier curve according to the HDL subgroup indicated that M-HDL, not H-HDL, enjoyed the greatest freedom from MACE among the 3 groups (log-rank test p = 0.047). Finally, the results of a Cox regression model indicated that L-HDL and H-HDL had significantly higher risk of MACE than M-HDL. In conclusions, patients with middle HDL-C levels, not higher HDL-C levels, showed the greatest freedom from MACE. Patients with higher HDL-C levels need to be strictly managed for DM to prevent MACE.
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Affiliation(s)
- Yuto Kawahira
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan.,Department of Cardiology, Fukuoka University Nishijin Hospital, Fukuoka, Japan
| | - Yuhei Shiga
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Hiroko Inoue
- Department of Cardiology, Fukuoka University Nishijin Hospital, Fukuoka, Japan
| | - Yasunori Suematsu
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Kohei Tashiro
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Yuta Kato
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Kanta Fujimi
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan.,Cardiac Rehabilitation Center, Fukuoka University Hospital, Fukuoka, Japan
| | - Yosuke Takamiya
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Takashi Kuwano
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Makoto Sugihara
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Shin-Ichiro Miura
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan. .,Department of Cardiology, Fukuoka University Nishijin Hospital, Fukuoka, Japan. .,Cardiac Rehabilitation Center, Fukuoka University Hospital, Fukuoka, Japan.
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44
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Shaw LJ. Extending the Warranty for Risk-Free Living. JACC Cardiovasc Imaging 2021; 14:1003-1004. [PMID: 33744137 DOI: 10.1016/j.jcmg.2021.01.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 01/20/2021] [Indexed: 11/17/2022]
Affiliation(s)
- Leslee J Shaw
- Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, USA.
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45
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Lower Extremity Artery Disease as a Predictor of Coronary Artery Disease. ACTA MEDICA TRANSILVANICA 2021. [DOI: 10.2478/amtsb-2021-0006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Abstract
Coronary artery disease (CAD) is an important determinant of long-term outcome in patients with lower extremity artery disease (LEAD). In this study we evaluated the CAD prevalence among LEAD patients and the association of LEAD lesions location with the CAD presence and severity. 203 patients with LEAD, referred for peripheral and simultaneous coronary angiography, were evaluated. LEAD and CAD were considered angiographically significant for stenosis higher than 50% of arterial lumen. More than two-thirds of LEAD patients had significant CAD, half of them having multi-vessel CAD and a quarter single CAD. Infrapoplitheal arterial lesions seemed to be the strongest predictor of CAD being associated with significant and multi-vessel CAD and also with the presence of left main (LM) lesions. Femoral artery lesions were highly associated with multi-vessel CAD, but there was no association with significant CAD and LM lesions. No association was found between iliac artery lesions and CAD.
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46
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Maffei E, Punzo B, Cavaliere C, Bossone E, Saba L, Cademartiri F. Coronary atherosclerosis as the main endpoint of non-invasive imaging in cardiology: a narrative review. Cardiovasc Diagn Ther 2021; 10:1897-1905. [PMID: 33381433 DOI: 10.21037/cdt-20-525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The change of paradigm determined by the introduction of cardiac computed tomography (CCT) in the field of cardiovascular medicine has allowed new evidence to emerge. These evidences point towards a major role, probably the most important one in terms of prognostic impact, in the detection, characterization and quantification of atherosclerosis as the main driver and endpoint for the management of coronary artery disease (CAD). Extensive literature has been published in the last decade with large numbers and patients' populations, investigating several aspects and correlations between atherosclerotic plaque features and risk factors; also, the relationship between plaque features, both with qualitative and quantitative approaches, and cardiovascular events has been investigated. More recent studies have also pointed out the relationship between the knowledge and classification of sub-clinical atherosclerosis and the induced modification of medical therapy (both aggressiveness and compliance) that is most likely able to increase the effect of anti-atherosclerotic drugs, hence significantly improving prognosis. Non-invasive assessment of CAD by means of CCT is becoming the primary tool for management and also the most important parameter for the comprehension of natural history of CAD and how the therapies we adopt are affecting plaque burden as a whole. In this review we will address the modern concepts of CAD driven understanding and management of cardiovascular disease.
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Affiliation(s)
- Erica Maffei
- Department of Radiology, Area Vasta 1, ASUR Marche, Urbino (PU), Italy
| | - Bruna Punzo
- Department of Radiology, SDN IRCCS, Naples, Italy
| | | | - Eduardo Bossone
- Department of Cardiology, Ospedale Cardarelli, Naples, Italy
| | - Luca Saba
- Department of Radiology, University of Cagliari, Italy
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47
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van Rosendael AR, Bax AM, van den Hoogen IJ, Smit JM, Al'Aref SJ, Achenbach S, Al-Mallah MH, Andreini D, Berman DS, Budoff MJ, Cademartiri F, Callister TQ, Chang HJ, Chinnaiyan K, Chow BJW, Cury RC, DeLago A, Feuchtner G, Hadamitzky M, Hausleiter J, Kaufmann PA, Kim YJ, Leipsic JA, Maffei E, Marques H, de Araújo Gonçalves P, Pontone G, Raff GL, Rubinshtein R, Villines TC, Gransar H, Lu Y, Peña JM, Lin FY, Shaw LJ, Narula J, Min JK, Bax JJ. Associations between dyspnoea, coronary atherosclerosis, and cardiovascular outcomes: results from the long-term follow-up CONFIRM registry. Eur Heart J Cardiovasc Imaging 2020; 23:266-274. [PMID: 33538308 DOI: 10.1093/ehjci/jeaa323] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 11/17/2020] [Indexed: 11/13/2022] Open
Abstract
AIMS The relationship between dyspnoea, coronary artery disease (CAD), and major cardiovascular events (MACE) is poorly understood. This study evaluated (i) the association of dyspnoea with the severity of anatomical CAD by coronary computed tomography angiography (CCTA) and (ii) to which extent CAD explains MACE in patients with dyspnoea. METHODS AND RESULTS From the international COronary CT Angiography EvaluatioN for Clinical Outcomes: An InteRnational Multicenter (CONFIRM) registry, 4425 patients (750 with dyspnoea) with suspected but without known CAD were included and prospectively followed for ≥5 years. First, the association of dyspnoea with CAD severity was assessed using logistic regression analysis. Second, the prognostic value of dyspnoea for MACE (myocardial infarction and death), and specifically, the interaction between dyspnoea and CAD severity was investigated using Cox proportional-hazard analysis. Mean patient age was 60.3 ± 11.9 years, 63% of patients were male and 592 MACE events occurred during a median follow-up duration of 5.4 (IQR 5.1-6.0) years. On uni- and multivariable analysis (adjusting for age, sex, body mass index, chest pain typicality, and risk factors), dyspnoea was associated with two- and three-vessel/left main (LM) obstructive CAD. The presence of dyspnoea increased the risk for MACE [hazard ratio (HR) 1.57, 95% confidence interval (CI): 1.29-1.90], which was modified after adjusting for clinical predictors and CAD severity (HR 1.26, 95% CI: 1.02-1.55). Conversely, when stratified by CAD severity, dyspnoea did not provide incremental prognostic value in one-, two-, or three-vessel/LM obstructive CAD, but dyspnoea did provide incremental prognostic value in non-obstructive CAD. CONCLUSION In patients with suspected CAD, dyspnoea was independently associated with severe obstructive CAD on CCTA. The severity of obstructive CAD explained the elevated MACE rates in patients presenting with dyspnoea, but in patients with non-obstructive CAD, dyspnoea portended additional risk.
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Affiliation(s)
- Alexander R van Rosendael
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA.,Department of Cardiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - A Maxim Bax
- Department of Cardiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Inge J van den Hoogen
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Jeff M Smit
- Department of Cardiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Subhi J Al'Aref
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Stephan Achenbach
- Department of Cardiology, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Mouaz H Al-Mallah
- Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Daniele Andreini
- Department of Cardiology, Centro Cardiologico Monzino, IRCCS Milan, Milan, Italy
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Matthew J Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, CA, USA
| | - Filippo Cademartiri
- Department of Radiology, Cardiovascular Imaging Center, SDN IRCCS, Naples, Italy
| | - Tracy Q Callister
- Department of Cardiology, Tennessee Heart and Vascular Institute, Hendersonville, TN, USA
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital and Severance Biomedical Science Institute, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | | | - Benjamin J W Chow
- Department of Medicine and Radiology, University of Ottawa, Ottawa, ON, Canada
| | - Ricardo C Cury
- Department of Radiology, Miami Cardiac and Vascular Institute, Miami, FL, USA
| | | | - Gudrun Feuchtner
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - Joerg Hausleiter
- Department of Radiology, Medizinische Klinik I der Ludwig-Maximilians-Universität München, Munich, Germany
| | - Philipp A Kaufmann
- Department of Nuclear Medicine, University Hospital, Zurich, Switzerland.,Department of Medicine, University of Zurich, Zurich, Switzerland
| | - Yong-Jin Kim
- Department of Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Jonathon A Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, BC, Canada
| | - Erica Maffei
- Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy
| | - Hugo Marques
- Department of Cardiology, UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal
| | | | - Gianluca Pontone
- Department of Cardiology, Centro Cardiologico Monzino, IRCCS Milan, Milan, Italy
| | - Gilbert L Raff
- Department of Cardiology, William Beaumont Hospital, Royal Oak, MI, USA
| | - Ronen Rubinshtein
- Department of Cardiology at the Lady Davis Carmel Medical Center, The Ruth and Bruce Rappaport School of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Todd C Villines
- Department of Cardiology, Cardiology Service, Walter Reed National Military Center, Bethesda, MD, USA
| | - Heidi Gransar
- Department of Imaging, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Yao Lu
- Department of Healthcare Policy and Research, New York-Presbyterian Hospital, The Weill Cornell Medical College, New York, NY, USA
| | - Jessica M Peña
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Fay Y Lin
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Leslee J Shaw
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Jagat Narula
- Department of Cardiology, Icahn School of Medicine, Mount Sinai Hospital, New York, NY, USA
| | - James K Min
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
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48
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Mortensen MB, Dzaye O, Steffensen FH, Bøtker HE, Jensen JM, Rønnow Sand NP, Kragholm KH, Sørensen HT, Leipsic J, Mæng M, Blaha MJ, Nørgaard BL. Impact of Plaque Burden Versus Stenosis on Ischemic Events in Patients With Coronary Atherosclerosis. J Am Coll Cardiol 2020; 76:2803-2813. [DOI: 10.1016/j.jacc.2020.10.021] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 10/09/2020] [Accepted: 10/12/2020] [Indexed: 01/25/2023]
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49
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Higashi S, Shiga Y, Yano M, Imaizumi T, Tashiro K, Idemoto Y, Kato Y, Kuwano T, Sugihara M, Miura SI. Associations between smoking habits and major adverse cardiovascular events in patients who underwent coronary computed tomography angiography as screening for coronary artery disease. Heart Vessels 2020; 36:483-491. [PMID: 33245490 DOI: 10.1007/s00380-020-01727-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 11/06/2020] [Indexed: 12/01/2022]
Abstract
We analyzed whether smoking was associated with major adverse cardiovascular events (MACE) and the progression of coronary atherosclerosis as assessed by coronary computed tomography angiography (CCTA) as screening for coronary artery disease (CAD). We enrolled 443 patients who had all undergone CCTA and either were clinically suspected of having CAD or had at least one cardiovascular risk factor. We divided the patients into smoking (past and current smoker) and non-smoking groups and into males and females, and evaluated the presence of CAD, severity of coronary atherosclerosis and MACE (cardiovascular death, ischemic stroke, acute myocardial infarction and coronary revascularization) with a follow-up of up to 5 years. %CAD and the severity of coronary atherosclerosis in the smoking group were significantly higher than those in the non-smoking group. %MACE in males and smokers were significantly higher than those in females and non-smokers, respectively. Interestingly, Kaplan-Meier curves also showed that female non-smokers enjoyed significantly greater freedom from MACE than female smokers (p = 0.007), whereas there was no significant difference in freedom from MACE between male non-smokers and male smokers (p = 0.984). Although there were no significant predictors of MACE in all patients according to a multiple logistic regression analysis, smoking was useful for predicting MACE in females, but not males. In conclusion, smoking was significantly associated with MACE in females, but not males, who underwent CCTA as screening for CAD.
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Affiliation(s)
- Sara Higashi
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Yuhei Shiga
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Masaya Yano
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Tomoki Imaizumi
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Kohei Tashiro
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Yoshiaki Idemoto
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Yuta Kato
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Takashi Kuwano
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Makoto Sugihara
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan
| | - Shin-Ichiro Miura
- Department of Cardiology, Fukuoka University School of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0180, Japan. .,Department of Cardiology, Fukuoka University Nishijin Hospital, Fukuoka, Japan.
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Mahabadi AA, Rassaf T. Radiomic Assessment of Pericoronary Adipose Tissue. JACC Cardiovasc Imaging 2020; 13:2384-2385. [DOI: 10.1016/j.jcmg.2020.07.006] [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: 07/07/2020] [Accepted: 07/09/2020] [Indexed: 10/23/2022]
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