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Neglia D, Caselli C, Maffei E, Cademartiri F, Meloni A, Bossone E, Saba L, Lee SE, Sung JM, Andreini D, Al-Mallah MH, Budoff MJ, Chinnaiyan K, Choi JH, Chun EJ, Conte E, Gottlieb I, Hadamitzky M, Kim YJ, Lee BK, Leipsic JA, Marques H, de Araújo Gonçalves P, Pontone G, Shin S, Stone PH, Samady H, Virmani R, Narula J, Shaw LJ, Bax JJ, Lin FY, Min JK, Chang HJ. Rapid Plaque Progression Is Independently Associated With Hyperglycemia and Low HDL Cholesterol in Patients With Stable Coronary Artery Disease: A PARADIGM Study. Circ Cardiovasc Imaging 2024; 17:e016481. [PMID: 39012946 DOI: 10.1161/circimaging.123.016481] [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: 02/13/2024] [Accepted: 05/15/2024] [Indexed: 07/18/2024]
Abstract
BACKGROUND We assessed whether combinations of cardiometabolic risk factors independently predict coronary plaque progression (PP) and major adverse cardiovascular events in patients with stable coronary artery disease. METHODS Patients with known or suspected stable coronary artery disease (60.9±9.3 years, 55.4% male) undergoing serial coronary computed tomography angiographies (≥2 years apart), with clinical characterization and follow-up (N=1200), were analyzed from the PARADIGM study (Progression of Atherosclerotic Plaque Determined by Computed Tomographic Angiography Imaging). Plaque volumes measured in coronary segments (≥2 mm in diameter) were summed to provide whole heart plaque volume (mm3) and percent atheroma volume (plaque volume/vessel volume×100; %) per patient at baseline and follow-up. Rapid PP was defined as a percent atheroma volume increase of ≥1.0%/y. Major adverse cardiovascular events included nonfatal myocardial infarction, death, and unplanned coronary revascularization. RESULTS In an interscan period of 3.2 years (interquartile range, 1.9), rapid PP occurred in 341 patients (28%). At multivariable analysis, the combination of cardiometabolic risk factors defined as metabolic syndrome predicted rapid PP (odds ratio, 1.51 [95% CI, 1.12-2.03]; P=0.007) together with older age, smoking habits, and baseline percent atheroma volume. Among single cardiometabolic variables, high fasting plasma glucose (diabetes or fasting plasma glucose >100 mg/dL) and low HDL-C (high-density lipoprotein cholesterol; <40 mg/dL in males and <50 mg/dL in females) were independently associated with rapid PP, in particular when combined (odds ratio, 2.37 [95% CI, 1.56-3.61]; P<0.001). In a follow-up of 8.23 years (interquartile range, 5.92-9.53), major adverse cardiovascular events occurred in 201 patients (17%). At multivariable Cox analysis, the combination of high fasting plasma glucose with high systemic blood pressure (treated hypertension or systemic blood pressure >130/85 mm Hg) was an independent predictor of events (hazard ratio, 1.79 [95% CI, 1.10-2.90]; P=0.018) together with family history, baseline percent atheroma volume, and rapid PP. CONCLUSIONS In patients with stable coronary artery disease, the combination of hyperglycemia with low HDL-C is associated with rapid PP independently of other risk factors, baseline plaque burden, and treatment. The combination of hyperglycemia with high systemic blood pressure independently predicts the worse outcome beyond PP. REGISTRATION URL: https://www.clinicaltrials.gov; Unique identifier: NCT02803411.
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Affiliation(s)
- Danilo Neglia
- Cardiovascular Department (D.N., C.C.), Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - Chiara Caselli
- Cardiovascular Department (D.N., C.C.), Fondazione Toscana Gabriele Monasterio, Pisa, Italy
- Institute of Clinical Physiology, Pisa, Italy (C.C.)
| | - Erica Maffei
- Department of Imaging (E.M., F.C., A.M.), Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - Filippo Cademartiri
- Department of Imaging (E.M., F.C., A.M.), Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - Antonella Meloni
- Department of Imaging (E.M., F.C., A.M.), Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - Eduardo Bossone
- Department of Public Health, University "Federico II," Naples, Italy (E.B.)
| | - Luca Saba
- Department of Radiology, University of Cagliari, Italy (L.S.)
| | - Sang-Eun Lee
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Ewha Womans University, Seoul, South Korea (S.-E.L., S.S.)
- CONNECT-AI Research Center (S.-E.L., J.M.S., H.-J.C.), Yonsei University College of Medicine, Seoul, South Korea
| | - Ji Min Sung
- CONNECT-AI Research Center (S.-E.L., J.M.S., H.-J.C.), Yonsei University College of Medicine, Seoul, South Korea
| | - Daniele Andreini
- IRCCS Ospedale Galeazzi Sant'Ambrogio, Milan, Italy (D.A., H.-J.C.)
- Department of Biomedical and Clinical Sciences (D.A., H.-J.C.), University of Milan, Italy
| | - Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, TX (M.H.A.-M, H.-J.C.)
| | - Matthew J Budoff
- Department of Medicine, Lundquist Institute at Harbor-UCLA, Torrance, CA (M.J.B., H.-J.C.)
| | - Kavitha Chinnaiyan
- Department of Cardiology, William Beaumont Hospital, Royal Oak, MI (K.C., H.-J.C.)
| | - Jung Hyun Choi
- Pusan University Hospital, Busan, South Korea (J.H.C., H.-J.C.)
| | - Eun Ju Chun
- Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C., H.-J.C.)
| | - Edoardo Conte
- Centro Cardiologico Monzino IRCCS, Milan, Italy (E.C., G.P., H.-J.C.)
| | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G., G.P., H.-J.C.)
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Germany (M.H., G.P., H.-J.C.)
| | - Yong Jin Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, South Korea (Y.J.K., G.P., H.-J.C.)
| | - Byoung Kwon Lee
- Gangnam Severance Hospital (B.K.L., G.P., H.-J.C.), Yonsei University College of Medicine, Seoul, South Korea
| | - Jonathon A Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (JA.L, G.P., H.-J.C.)
| | - Hugo Marques
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., GP, H.-J.C.)
| | - Pedro de Araújo Gonçalves
- Department of Biomedical, Dental and Surgical Sciences (P.d.A.G., G.P., H.-J.C.), University of Milan, Italy
| | - Gianluca Pontone
- Gangnam Severance Hospital (B.K.L., G.P., H.-J.C.), Yonsei University College of Medicine, Seoul, South Korea
- Department of Biomedical, Dental and Surgical Sciences (P.d.A.G., G.P., H.-J.C.), University of Milan, Italy
- Centro Cardiologico Monzino IRCCS, Milan, Italy (E.C., G.P., H.-J.C.)
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G., G.P., H.-J.C.)
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Germany (M.H., G.P., H.-J.C.)
- Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, South Korea (Y.J.K., G.P., H.-J.C.)
- Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (JA.L, G.P., H.-J.C.)
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., GP, H.-J.C.)
| | - Sanghoon Shin
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Ewha Womans University, Seoul, South Korea (S.-E.L., S.S.)
| | - Peter H Stone
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA (P.H.S., H.-J.C.)
| | - Habib Samady
- Georgia Heart Institute, Northeast Georgia Health System, Gainesville (H.S., H.-J.C.)
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, MD (R.V., H.-J.C.)
| | - Jagat Narula
- University of Texas Health Houston, TX (J.N., H.-J.C.)
| | - Leslee J Shaw
- Icahn School of Medicine at Mount Sinai, New York, NY (L.J.S., F.Y.L., H.-J.C.)
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, The Netherlands (J.J.B., H.-J.C.)
| | - Fay Y Lin
- Icahn School of Medicine at Mount Sinai, New York, NY (L.J.S., F.Y.L., H.-J.C.)
| | - James K Min
- Cleerly, Inc, New York, NY (J.K.M., H.-J.C.)
| | - Hyuk-Jae Chang
- CONNECT-AI Research Center (S.-E.L., J.M.S., H.-J.C.), Yonsei University College of Medicine, Seoul, South Korea
- Gangnam Severance Hospital (B.K.L., G.P., H.-J.C.), Yonsei University College of Medicine, Seoul, South Korea
- IRCCS Ospedale Galeazzi Sant'Ambrogio, Milan, Italy (D.A., H.-J.C.)
- Department of Biomedical and Clinical Sciences (D.A., H.-J.C.), University of Milan, Italy
- Department of Biomedical, Dental and Surgical Sciences (P.d.A.G., G.P., H.-J.C.), University of Milan, Italy
- Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, TX (M.H.A.-M, H.-J.C.)
- Department of Medicine, Lundquist Institute at Harbor-UCLA, Torrance, CA (M.J.B., H.-J.C.)
- Department of Cardiology, William Beaumont Hospital, Royal Oak, MI (K.C., H.-J.C.)
- Pusan University Hospital, Busan, South Korea (J.H.C., H.-J.C.)
- Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C., H.-J.C.)
- Centro Cardiologico Monzino IRCCS, Milan, Italy (E.C., G.P., H.-J.C.)
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G., G.P., H.-J.C.)
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Germany (M.H., G.P., H.-J.C.)
- Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, South Korea (Y.J.K., G.P., H.-J.C.)
- Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (JA.L, G.P., H.-J.C.)
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., GP, H.-J.C.)
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA (P.H.S., H.-J.C.)
- Georgia Heart Institute, Northeast Georgia Health System, Gainesville (H.S., H.-J.C.)
- Department of Pathology, CVPath Institute, Gaithersburg, MD (R.V., H.-J.C.)
- University of Texas Health Houston, TX (J.N., H.-J.C.)
- Icahn School of Medicine at Mount Sinai, New York, NY (L.J.S., F.Y.L., H.-J.C.)
- Department of Cardiology, Leiden University Medical Center, The Netherlands (J.J.B., H.-J.C.)
- Cleerly, Inc, New York, NY (J.K.M., H.-J.C.)
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (H.-J.C.)
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2
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Lima MR, Lopes PM, Ferreira AM. Use of coronary artery calcium score and coronary CT angiography to guide cardiovascular prevention and treatment. Ther Adv Cardiovasc Dis 2024; 18:17539447241249650. [PMID: 38708947 PMCID: PMC11075618 DOI: 10.1177/17539447241249650] [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: 09/12/2023] [Accepted: 03/08/2024] [Indexed: 05/07/2024] Open
Abstract
Currently, cardiovascular risk stratification to guide preventive therapy relies on clinical scores based on cardiovascular risk factors. However, the discriminative power of these scores is relatively modest. The use of coronary artery calcium score (CACS) and coronary CT angiography (CCTA) has surfaced as methods for enhancing the estimation of risk and potentially providing insights for personalized treatment in individual patients. CACS improves overall cardiovascular risk prediction and may be used to improve the yield of statin therapy in primary prevention, and possibly identify patients with a favorable risk/benefit relationship for antiplatelet therapies. CCTA holds promise to guide anti-atherosclerotic therapies and to monitor individual response to these treatments by assessing individual plaque features, quantifying total plaque volume and composition, and assessing peri-coronary adipose tissue. In this review, we aim to summarize current evidence regarding the use of CACS and CCTA for guiding lipid-lowering and antiplatelet therapy and discuss the possibility of using plaque burden and plaque phenotyping to monitor response to anti-atherosclerotic therapies.
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Affiliation(s)
- Maria Rita Lima
- Department of Cardiology, Hospital Santa Cruz, Centro Hospitalar Lisboa Ocidental, Av. Prof. Dr. Reinaldo dos Santos, Carnaxide, Lisbon 2790-134, Portugal
| | - Pedro M. Lopes
- Department of Cardiology, Hospital Santa Cruz, Centro Hospitalar Lisboa Ocidental, Carnaxide, Portugal
| | - António M. Ferreira
- Department of Cardiology, Hospital Santa Cruz, Centro Hospitalar Lisboa Ocidental, Carnaxide, Portugal
- UNICA – Cardiovascular CT and MR Unit, Hospital da Luz, Lisbon, Portugal
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3
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Varga-Szemes A, Maurovich-Horvat P, Schoepf UJ, Zsarnoczay E, Pelberg R, Stone GW, Budoff MJ. Computed Tomography Assessment of Coronary Atherosclerosis: From Threshold-Based Evaluation to Histologically Validated Plaque Quantification. J Thorac Imaging 2023; 38:226-234. [PMID: 37115957 PMCID: PMC10287054 DOI: 10.1097/rti.0000000000000711] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Abstract
Arterial plaque rupture and thrombosis is the primary cause of major cardiovascular and neurovascular events. The identification of atherosclerosis, especially high-risk plaques, is therefore crucial to identify high-risk patients and to implement preventive therapies. Computed tomography angiography has the ability to visualize and characterize vascular plaques. The standard methods for plaque evaluation rely on the assessment of plaque burden, stenosis severity, the presence of positive remodeling, napkin ring sign, and spotty calcification, as well as Hounsfield Unit (HU)-based thresholding for plaque quantification; the latter with multiple shortcomings. Semiautomated threshold-based segmentation techniques with predefined HU ranges identify and quantify limited plaque characteristics, such as low attenuation, non-calcified, and calcified plaque components. Contrary to HU-based thresholds, histologically validated plaque characterization, and quantification, an emerging Artificial intelligence-based approach has the ability to differentiate specific tissue types based on a biological correlate, such as lipid-rich necrotic core and intraplaque hemorrhage that determine plaque vulnerability. In this article, we review the relevance of plaque characterization and quantification and discuss the benefits and limitations of the currently available plaque assessment and classification techniques.
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Affiliation(s)
- Akos Varga-Szemes
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC
| | - Pal Maurovich-Horvat
- MTA-SE Cardiovascular Imaging Research Group, Medical Imaging Centre, Semmelweis University, Budapest, Hungary
| | - U. Joseph Schoepf
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC
| | - Emese Zsarnoczay
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC
- MTA-SE Cardiovascular Imaging Research Group, Medical Imaging Centre, Semmelweis University, Budapest, Hungary
| | - Robert Pelberg
- Heart and Vascular Institute at The Christ Hospital Health Network, Cincinnati, OH
| | - Gregg W. Stone
- Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Matthew J. Budoff
- Department of Medicine, Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA
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4
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Pontone G, Mushtaq S, Al'Aref SJ, Andreini D, Baggiano A, Canan A, Cavalcante JL, Chelliah A, Chen M, Choi A, Damini D, De Cecco CN, Farooqi KM, Ferencik M, Feuchtner G, Hecht H, Gransar H, Kolossváry M, Leipsic J, Lu MT, Marwan M, Ng MY, Maurovich-Horvat P, Nagpal P, Nicol E, Weir-McCall J, Whelton SP, Williams MC, Reid A, Fairbairn TA, Villines T, Vliegenthart R, Arbab-Zadeh A. The journal of cardiovascular computed tomography: A year in review: 2022. J Cardiovasc Comput Tomogr 2023; 17:86-95. [PMID: 36934047 DOI: 10.1016/j.jcct.2023.03.001] [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: 03/07/2023] [Accepted: 03/08/2023] [Indexed: 03/20/2023]
Abstract
This review aims to summarize key articles published in the Journal of Cardiovascular Computed Tomography (JCCT) in 2022, focusing on those that had the most scientific and educational impact. The JCCT continues to expand; the number of submissions, published manuscripts, cited articles, article downloads, social media presence, and impact factor continues to grow. The articles selected by the Editorial Board of the JCCT in this review highlight the role of cardiovascular computed tomography (CCT) to detect subclinical atherosclerosis, assess the functional relevance of stenoses, and plan invasive coronary and valve procedures. A section is dedicated to CCT in infants and other patients with congenital heart disease, in women, and to the importance of training in CT. In addition, we highlight key consensus documents and guidelines published in JCCT last year. The Journal values the tremendous work by authors, reviewers, and editors to accomplish these contributions.
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Affiliation(s)
- 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.
| | - Saima Mushtaq
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Subhi J Al'Aref
- Division of Cardiology, Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Daniele Andreini
- Division of Cardiology and Cardiac Imaging, IRCCS Ospedale Galeazzi Sant'Ambrogio, Milan, Italy; Department of Biomedical and Clinical Sciences, University of Milan, Italy
| | - Andrea Baggiano
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy; Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Arzu Canan
- Department of Radiology, Division of Cardiothoracic Imaging, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Joao L Cavalcante
- Allina Health Minneapolis Heart Institute, Abbott Northwestern Hospital, Minneapolis, MN, USA
| | - Anjali Chelliah
- Department of Pediatrics, Division of Pediatric Cardiology, Goryeb Children's Hospital/Atlantic Medical Center, Morristown, NJ, USA; Columbia University Irving Medical Center, New York, NY, USA
| | - Marcus Chen
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Andrew Choi
- Cardiology and Radiology, The George Washington University School of Medicine, Washington, DC, USA
| | - Dey Damini
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | - Kanwal M Farooqi
- Division of Pediatric Cardiology, NewYork-Presbyterian, Columbia University Irving Medical Center, New York, NY, USA
| | - Maros Ferencik
- MCR, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, OR, USA
| | - Gudrun Feuchtner
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Harvey Hecht
- Ican School of Medicine at Mount Sinai, Mount Sinai Morningside Medical Center, NYC, USA
| | - Heidi Gransar
- Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Márton Kolossváry
- Gottsegen National Cardiovascular Center, Budapest, Hungary; Physiological Controls Research Center, University Research and Innovation Center, Óbuda University, Budapest, Hungary
| | - Jonathon Leipsic
- Department of Radiology and Medicine (Cardiology) UBC, Vancouver, Canada
| | - Michael T Lu
- Cardiovascular Imaging Research Center (CIRC), MGH Department of Radiology Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Mohamed Marwan
- Cardiology Department, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Ming-Yen Ng
- Department of Diagnostic Radiology, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, China
| | - Pál Maurovich-Horvat
- Department of Radiology, Medical Imaging Centre, Semmelweis University, Budapest, Hungary
| | - Prashant Nagpal
- Department of Radiology, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, USA
| | - Ed Nicol
- Royal Brompton Hospital, Sydney Street, London and School of Biomedical Engineering and Imaging Sciences, King's College, London, UK
| | | | - Seamus P Whelton
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, 21287, USA
| | - Michelle C Williams
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Anna Reid
- Manchester Heart Institute, Manchester University NHS Foundation Trust, Manchester, UK; University of Manchester, Manchester, UK
| | - Timothy A Fairbairn
- Liverpool Centre for Cardiovascular Science, Liverpool Heart and Chest Hospital, Liverpool, UK
| | | | - Rosemarie Vliegenthart
- Department of Radiology, University of Groningen/University Medical Center Groningen, Groningen, the Netherlands
| | - Armin Arbab-Zadeh
- Department of Medicine, Division of Cardiology, Johns Hopkins University, Baltimore, MD, USA
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5
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Hollenberg EJ, Lin F, Blaha MJ, Budoff MJ, van den Hoogen IJ, Gianni U, Lu Y, Bax AM, van Rosendael AR, Tantawy SW, Andreini D, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, de Araújo Gonçalves P, Hadamitzky M, Maffei E, Pontone G, Shin S, Kim YJ, Lee BK, Chun EJ, Sung JM, Gimelli A, Lee SE, Bax JJ, Berman DS, Sellers SL, Leipsic JA, Blankstein R, Narula J, Chang HJ, Shaw LJ. Relationship Between Coronary Artery Calcium and Atherosclerosis Progression Among Patients With Suspected Coronary Artery Disease. JACC Cardiovasc Imaging 2022; 15:1063-1074. [PMID: 35680215 DOI: 10.1016/j.jcmg.2021.12.015] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 12/16/2021] [Accepted: 12/21/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Among symptomatic patients, it remains unclear whether a coronary artery calcium (CAC) score alone is sufficient or misses a sizeable burden and progressive risk associated with obstructive and nonobstructive atherosclerotic plaque. OBJECTIVES Among patients with low to high CAC scores, our aims were to quantify co-occurring obstructive and nonobstructive noncalcified plaque and serial progression of atherosclerotic plaque volume. METHODS A total of 698 symptomatic patients with suspected coronary artery disease (CAD) underwent serial coronary computed tomographic angiography (CTA) performed 3.5 to 4.0 years apart. Atherosclerotic plaque was quantified, including by compositional subgroups. Obstructive CAD was defined as ≥50% stenosis. Multivariate linear regression models were used to measure atherosclerotic plaque progression by CAC scores. Cox proportional hazard models estimated CAD event risk (median of 10.7 years of follow-up). RESULTS Across baseline CAC scores from 0 to ≥400, total plaque volume ranged from 30.4 to 522.4 mm3 (P < 0.001) and the prevalence of obstructive CAD increased from 1.4% to 49.1% (P < 0.001). Of those with a 0 CAC score, 97.9% of total plaque was noncalcified. Among patients with baseline CAC <100, nonobstructive CAD was prevalent (40% and 89% in CAC scores of 0 and 1-99), with plaque largely being noncalcified. On the follow-up coronary CTA, volumetric plaque growth (P < 0.001) and the development of new or worsening stenosis (P < 0.001) occurred more among patients with baseline CAC ≥100. Progression varied compositionally by baseline CAC scores. Patients with no CAC had disproportionate growth in noncalcified plaque, and for every 1 mm3 increase in calcified plaque, there was a 5.5 mm3 increase in noncalcified plaque volume. By comparison, patients with CAC scores of ≥400 exhibited disproportionate growth in calcified plaque with a volumetric increase 15.7-fold that of noncalcified plaque. There was a graded increase in CAD event risk by the CAC with rates from 3.3% for no CAC to 21.9% for CAC ≥400 (P < 0.001). CONCLUSIONS CAC imperfectly characterizes atherosclerotic disease burden, but its subgroups exhibit pathogenic patterns of early to advanced disease progression and stratify long-term prognostic risk.
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Affiliation(s)
- Emma J Hollenberg
- Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, USA; Emory University School of Medicine, Atlanta, Georgia, USA
| | - Fay Lin
- Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, USA
| | - Michael J Blaha
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Matthew J Budoff
- Department of Medicine, Lundquist Institute at Harbor UCLA Medical Center, Torrance, California, USA
| | - Inge J van den Hoogen
- Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, USA; Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Umberto Gianni
- Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, USA
| | - Yao Lu
- Department of Healthcare Policy and Research, New York-Presbyterian Hospital and the Weill Cornell Medical College, New York, New York, USA
| | - A Maxim Bax
- Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, USA
| | - Alexander R van Rosendael
- Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, USA; Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Sara W Tantawy
- Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, USA
| | | | | | - Kavitha Chinnaiyan
- Department of Cardiology, William Beaumont Hospital, Royal Oak, Michigan, USA
| | | | | | | | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center, Munich, Germany
| | - Erica Maffei
- Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy
| | | | - Sanghoon Shin
- Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Seoul, Korea
| | - Yong-Jin Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea
| | - Byoung Kwon Lee
- Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Eun Ju Chun
- Seoul National University Bundang Hospital, Sungnam, South Korea
| | - Ji Min Sung
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul South Korea
| | - Alessia Gimelli
- Department of Imaging, Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - Sang-Eun Lee
- Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, California, USA
| | - Stephanie L Sellers
- Department of Medicine and Radiology, University of British Columbia, Vancouver, BC, Canada
| | - Jonathon A Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, BC, Canada
| | - Ron Blankstein
- Division of Cardiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Jagat Narula
- Icahn School of Medicine at Mount Sinai, Mount Sinai Heart, Zena and Michael A. Wiener Cardiovascular Institute, and Marie-Josée and Henry R. Kravis Center for Cardiovascular Health, New York, New York, USA
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul South Korea
| | - Leslee J Shaw
- Icahn School of Medicine at Mount Sinai, Mount Sinai Heart, Zena and Michael A. Wiener Cardiovascular Institute, and Marie-Josée and Henry R. Kravis Center for Cardiovascular Health, New York, New York, USA.
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