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Langenbach MC, Langenbach IL, Foldyna B, Mauri V, Klein K, Macherey-Meyer S, Heyne S, Meertens M, Lee S, Baldus S, Maintz D, Halbach M, Adam M, Wienemann H. Advanced CT measures of coronary artery disease with intermediate stenosis in patients with severe aortic valve stenosis. Eur Radiol 2024; 34:4897-4908. [PMID: 38189982 PMCID: PMC11255039 DOI: 10.1007/s00330-023-10549-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/20/2023] [Accepted: 12/04/2023] [Indexed: 01/09/2024]
Abstract
BACKGROUND Coronary artery disease (CAD) and severe aortic valve stenosis (AS) frequently coexist. While pre-transcatheter aortic valve replacement (TAVR) computed tomography angiography (CTA) allows to rule out obstructive CAD, interpreting hemodynamic significance of intermediate stenoses is challenging. This study investigates the incremental value of CT-derived fractional flow reserve (CT-FFR), quantitative coronary plaque characteristics (e.g., stenosis degree, plaque volume, and composition), and peri-coronary adipose tissue (PCAT) density to detect hemodynamically significant lesions among those with AS and CAD. MATERIALS AND METHODS We included patients with severe AS and intermediate coronary lesions (20-80% diameter stenosis) who underwent pre-TAVR CTA and invasive coronary angiogram (ICA) with resting full-cycle ratio (RFR) assessment between 08/16 and 04/22. CTA image analysis included assessment of CT-FFR, quantitative coronary plaque analysis, and PCAT density. Coronary lesions with RFR ≤ 0.89 indicated hemodynamic significance as reference standard. RESULTS Overall, 87 patients (age 77.9 ± 7.4 years, 38% female) with 95 intermediate coronary artery lesions were included. CT-FFR showed good discriminatory capacity (area under receiver operator curve (AUC) = 0.89, 95% confidence interval (CI) 0.81-0.96, p < 0.001) to identify hemodynamically significant lesions, superior to anatomical assessment, plaque morphology, and PCAT density. Plaque composition and PCAT density did not differ between lesions with and without hemodynamic significance. Univariable and multivariable analyses revealed CT-FFR as the only predictor for functionally significant lesions (odds ratio 1.28 (95% CI 1.17-1.43), p < 0.001). Overall, CT-FFR ≤ 0.80 showed diagnostic accuracy, sensitivity, and specificity of 88.4% (95%CI 80.2-94.1), 78.5% (95%CI 63.2-89.7), and 96.2% (95%CI 87.0-99.5), respectively. CONCLUSION CT-FFR was superior to CT anatomical, plaque morphology, and PCAT assessment to detect functionally significant stenoses in patients with severe AS. CLINICAL RELEVANCE STATEMENT CT-derived fractional flow reserve in patients with severe aortic valve stenosis may be a useful tool for non-invasive hemodynamic assessment of intermediate coronary lesions, while CT anatomical, plaque morphology, and peri-coronary adipose tissue assessment have no incremental or additional benefit. These findings might help to reduce pre-transcatheter aortic valve replacement invasive coronary angiogram. KEY POINTS • Interpreting the hemodynamic significance of intermediate coronary stenoses is challenging in pre-transcatheter aortic valve replacement CT. • CT-derived fractional flow reserve (CT-FFR) has a good discriminatory capacity in the identification of hemodynamically significant coronary lesions. • CT-derived anatomical, plaque morphology, and peri-coronary adipose tissue assessment did not improve the diagnostic capability of CT-FFR in the hemodynamic assessment of intermediate coronary stenoses.
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Affiliation(s)
- Marcel C Langenbach
- Faculty of Medicine and University Hospital Cologne, Institute for Diagnostic and Interventional Radiology, University of Cologne, Kerpener Strasse 62, Cologne, 50937, Germany.
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 165 Cambridge Street, Suite 400, Boston, MA, 02114, USA.
| | - Isabel L Langenbach
- Faculty of Medicine and University Hospital Cologne, Institute for Diagnostic and Interventional Radiology, University of Cologne, Kerpener Strasse 62, Cologne, 50937, Germany
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 165 Cambridge Street, Suite 400, Boston, MA, 02114, USA
| | - Borek Foldyna
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 165 Cambridge Street, Suite 400, Boston, MA, 02114, USA
| | - Victor Mauri
- Faculty of Medicine and University Hospital Cologne, Clinic III for Internal Medicine, University of Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
| | - Konstantin Klein
- Faculty of Medicine and University Hospital Cologne, Institute for Diagnostic and Interventional Radiology, University of Cologne, Kerpener Strasse 62, Cologne, 50937, Germany
| | - Sascha Macherey-Meyer
- Faculty of Medicine and University Hospital Cologne, Clinic III for Internal Medicine, University of Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
| | - Sebastian Heyne
- Faculty of Medicine and University Hospital Cologne, Clinic III for Internal Medicine, University of Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
| | - Max Meertens
- Faculty of Medicine and University Hospital Cologne, Clinic III for Internal Medicine, University of Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
| | - Samuel Lee
- Faculty of Medicine and University Hospital Cologne, Clinic III for Internal Medicine, University of Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
| | - Stephan Baldus
- Faculty of Medicine and University Hospital Cologne, Clinic III for Internal Medicine, University of Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
| | - David Maintz
- Faculty of Medicine and University Hospital Cologne, Institute for Diagnostic and Interventional Radiology, University of Cologne, Kerpener Strasse 62, Cologne, 50937, Germany
| | - Marcel Halbach
- Faculty of Medicine and University Hospital Cologne, Clinic III for Internal Medicine, University of Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
| | - Matti Adam
- Faculty of Medicine and University Hospital Cologne, Clinic III for Internal Medicine, University of Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
| | - Hendrik Wienemann
- Faculty of Medicine and University Hospital Cologne, Clinic III for Internal Medicine, University of Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
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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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Lee SN, Lin A, Dey D, Berman DS, Han D. Application of Quantitative Assessment of Coronary Atherosclerosis by Coronary Computed Tomographic Angiography. Korean J Radiol 2024; 25:518-539. [PMID: 38807334 PMCID: PMC11136945 DOI: 10.3348/kjr.2023.1311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 02/29/2024] [Accepted: 03/23/2024] [Indexed: 05/30/2024] Open
Abstract
Coronary computed tomography angiography (CCTA) has emerged as a pivotal tool for diagnosing and risk-stratifying patients with suspected coronary artery disease (CAD). Recent advancements in image analysis and artificial intelligence (AI) techniques have enabled the comprehensive quantitative analysis of coronary atherosclerosis. Fully quantitative assessments of coronary stenosis and lumen attenuation have improved the accuracy of assessing stenosis severity and predicting hemodynamically significant lesions. In addition to stenosis evaluation, quantitative plaque analysis plays a crucial role in predicting and monitoring CAD progression. Studies have demonstrated that the quantitative assessment of plaque subtypes based on CT attenuation provides a nuanced understanding of plaque characteristics and their association with cardiovascular events. Quantitative analysis of serial CCTA scans offers a unique perspective on the impact of medical therapies on plaque modification. However, challenges such as time-intensive analyses and variability in software platforms still need to be addressed for broader clinical implementation. The paradigm of CCTA has shifted towards comprehensive quantitative plaque analysis facilitated by technological advancements. As these methods continue to evolve, their integration into routine clinical practice has the potential to enhance risk assessment and guide individualized patient management. This article reviews the evolving landscape of quantitative plaque analysis in CCTA and explores its applications and limitations.
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Affiliation(s)
- Su Nam Lee
- Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Division of Cardiology, Department of Internal Medicine, St. Vincent's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Andrew Lin
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Monash University and MonashHeart, Monash Health, Melbourne, Australia
| | - Damini Dey
- Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Donghee Han
- Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
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Lisi C, Moser LJ, Mergen V, Flohr T, Eberhard M, Alkadhi H. Increasing the rate of datasets amenable to CT FFR and quantitative plaque analysis: Value of software for reducing stair-step artifacts demonstrated in photon-counting detector CT. Eur J Radiol Open 2024; 12:100574. [PMID: 38882632 PMCID: PMC11179571 DOI: 10.1016/j.ejro.2024.100574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 05/25/2024] [Accepted: 05/28/2024] [Indexed: 06/18/2024] Open
Abstract
Purpose To determine the value of an algorithm for reducing stair-step artifacts for advanced coronary analyses in sequential mode coronary CT angiography (CCTA). Methods Forty patients undergoing sequential mode photon-counting detector CCTA with at least one stair-step artifact were included. Twenty patients (14 males; mean age 57±17years) with 45 segments showing stair-step artifacts and without atherosclerosis were included for CTFFR analysis. Twenty patients (20 males; mean age 74±13years) with 22 segments showing stair-step artifacts crossing an atherosclerotic plaque were included for quantitative plaque analysis. Artifacts were graded, and CTFFR and quantitative coronary plaque analyses were performed in standard reconstructions and in those reconstructed with a software (entitled ZeeFree) for artifact reduction. Results Stair-step artifacts were significantly reduced in ZeeFree compared to standard reconstructions (p<0.05). In standard reconstructions, CTFFR was not feasible in 3/45 (7 %) segments but was feasible in all ZeeFree reconstructions. In 9/45 (20 %) segments without atherosclerosis, the ZeeFree algorithm led to a change of CTFFR values from pathologic in standard to physiologic values in ZeeFree reconstructions. In one segment (1/22, 5 %), quantitative plaque analysis was not feasible in standard but only in ZeeFree reconstruction. The mean overall plaque volume (111±60 mm3), the calcific (77±47 mm3), fibrotic (31±28 mm3), and lipidic (4±3 mm3) plaque components were higher in standard than in ZeeFree reconstructions (overall 75±50 mm3, p<0.001; calcific 51±42 mm3, p<0.001; fibrotic 22±19 mm3, p<0.05; lipidic 3±3 mm3, p=0.055). Conclusion Despite the lack of reference standard modalities for CTFFR and coronary plaque analysis, initial evidence indicates that an algorithm for reducing stair-step artifacts in sequential mode CCTA increases the rate and quality of datasets amenable to advanced coronary artery analysis, hereby potentially improving patient management.
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Affiliation(s)
- Costanza Lisi
- Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Milan, Italy
| | - Lukas J Moser
- Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Victor Mergen
- Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Thomas Flohr
- Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Matthias Eberhard
- Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Hatem Alkadhi
- Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
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Zhang X, Broersen A, Sokooti H, Ramasamy A, Kitslaar P, Parasa R, Karaduman M, Mohammed ASAJ, Bourantas CV, Dijkstra J. Cross-sectional angle prediction of lipid-rich and calcified tissue on computed tomography angiography images. Int J Comput Assist Radiol Surg 2024; 19:971-981. [PMID: 38478204 PMCID: PMC11098906 DOI: 10.1007/s11548-024-03086-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 02/26/2024] [Indexed: 03/21/2024]
Abstract
PURPOSE The assessment of vulnerable plaque characteristics and distribution is important to stratify cardiovascular risk in a patient. Computed tomography angiography (CTA) offers a promising alternative to invasive imaging but is limited by the fact that the range of Hounsfield units (HU) in lipid-rich areas overlaps with the HU range in fibrotic tissue and that the HU range of calcified plaques overlaps with the contrast within the contrast-filled lumen. This paper is to investigate whether lipid-rich and calcified plaques can be detected more accurately on cross-sectional CTA images using deep learning methodology. METHODS Two deep learning (DL) approaches are proposed, a 2.5D Dense U-Net and 2.5D Mask-RCNN, which separately perform the cross-sectional plaque detection in the Cartesian and polar domain. The spread-out view is used to evaluate and show the prediction result of the plaque regions. The accuracy and F1-score are calculated on a lesion level for the DL and conventional plaque detection methods. RESULTS For the lipid-rich plaques, the median and mean values of the F1-score calculated by the two proposed DL methods on 91 lesions were approximately 6 and 3 times higher than those of the conventional method. For the calcified plaques, the F1-score of the proposed methods was comparable to those of the conventional method. The median F1-score of the Dense U-Net-based method was 3% higher than that of the conventional method. CONCLUSION The two methods proposed in this paper contribute to finer cross-sectional predictions of lipid-rich and calcified plaques compared to studies focusing only on longitudinal prediction. The angular prediction performance of the proposed methods outperforms the convincing conventional method for lipid-rich plaque and is comparable for calcified plaque.
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Affiliation(s)
- Xiaotong Zhang
- Division of Image Processing, Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Alexander Broersen
- Division of Image Processing, Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Anantharaman Ramasamy
- Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK
- Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, London, UK
| | | | - Ramya Parasa
- Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK
- Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, London, UK
- The Essex Cardiothoracic Centre, Basildon, UK
| | | | | | - Christos V Bourantas
- Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK
- Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Jouke Dijkstra
- Division of Image Processing, Radiology, Leiden University Medical Center, Leiden, The Netherlands.
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Lee SE, Hong Y, Hong J, Jung J, Sung JM, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Chun EJ, Conte E, Gottlieb I, Hadamitzky M, Kim YJ, Lee BK, Leipsic JA, Maffei E, Marques H, Gonçalves PDA, Pontone G, Shin S, Stone PH, Samady H, Virmani R, Narula J, Shaw LJ, Bax JJ, Lin FY, Min JK, Chang HJ. Prediction of the development of new coronary atherosclerotic plaques with radiomics. J Cardiovasc Comput Tomogr 2024; 18:274-280. [PMID: 38378314 DOI: 10.1016/j.jcct.2024.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/01/2024] [Accepted: 02/12/2024] [Indexed: 02/22/2024]
Abstract
BACKGROUND Radiomics is expected to identify imaging features beyond the human eye. We investigated whether radiomics can identify coronary segments that will develop new atherosclerotic plaques on coronary computed tomography angiography (CCTA). METHODS From a prospective multinational registry of patients with serial CCTA studies at ≥ 2-year intervals, segments without identifiable coronary plaque at baseline were selected and radiomic features were extracted. Cox models using clinical risk factors (Model 1), radiomic features (Model 2) and both clinical risk factors and radiomic features (Model 3) were constructed to predict the development of a coronary plaque, defined as total PV ≥ 1 mm3, at follow-up CCTA in each segment. RESULTS In total, 9583 normal coronary segments were identified from 1162 patients (60.3 ± 9.2 years, 55.7% male) and divided 8:2 into training and test sets. At follow-up CCTA, 9.8% of the segments developed new coronary plaque. The predictive power of Models 1 and 2 was not different in both the training and test sets (C-index [95% confidence interval (CI)] of Model 1 vs. Model 2: 0.701 [0.690-0.712] vs. 0.699 [0.0.688-0.710] and 0.696 [0.671-0.725] vs. 0.0.691 [0.667-0.715], respectively, all p > 0.05). The addition of radiomic features to clinical risk factors improved the predictive power of the Cox model in both the training and test sets (C-index [95% CI] of Model 3: 0.772 [0.762-0.781] and 0.767 [0.751-0.787], respectively, all p < 00.0001 compared to Models 1 and 2). CONCLUSION Radiomic features can improve the identification of segments that would develop new coronary atherosclerotic plaque. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov NCT0280341.
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Affiliation(s)
- Sang-Eun Lee
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Ewha Womans University, Seoul, South Korea; CONNECT-AI Research Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Youngtaek Hong
- CONNECT-AI Research Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Jongsoo Hong
- Division of Biostatistics, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, South Korea
| | - Juyeong Jung
- Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, South Korea
| | - Ji Min Sung
- CONNECT-AI Research Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Daniele Andreini
- IRCCS Ospedale Galeazzi Sant'Ambrogio, Milan, Italy; Department of Biomedical and Clinical Sciences, University of Milan, Milan, Italy
| | - Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Matthew J Budoff
- Department of Medicine, Lundquist Institute at Harbor-UCLA, Torrance, CA, USA
| | | | | | | | - Eun Ju Chun
- Seoul National University Bundang Hospital, Seongnam, South Korea
| | | | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - 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, South Korea
| | - Jonathon A Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, BC, Canada
| | | | - Hugo Marques
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal
| | | | - Gianluca Pontone
- Centro Cardiologico Monzino IRCCS, Milan, Italy; Department of Biomedical, Dental and Surgical Sciences, University of Milan, Milan, Italy
| | - Sanghoon Shin
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Ewha Womans University, Seoul, South Korea
| | - Peter H Stone
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Habib Samady
- Georgia Heart Institute, Northeast Georgia Health System, Gainesville, GA, USA
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, MD, USA
| | - Jagat Narula
- University of Texas Health Houston, Houston, TX, USA
| | - Leslee J Shaw
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Fay Y Lin
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Hyuk-Jae Chang
- CONNECT-AI Research Center, Yonsei University College of Medicine, Seoul, South Korea; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea.
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7
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Lu MT, Ribaudo H, Foldyna B, Zanni MV, Mayrhofer T, Karady J, Taron J, Fitch KV, McCallum S, Burdo TH, Paradis K, Hedgire SS, Meyersohn NM, DeFilippi C, Malvestutto CD, Sturniolo A, Diggs M, Siminski S, Bloomfield GS, Alston-Smith B, Desvigne-Nickens P, Overton ET, Currier JS, Aberg JA, Fichtenbaum CJ, Hoffmann U, Douglas PS, Grinspoon SK. Effects of Pitavastatin on Coronary Artery Disease and Inflammatory Biomarkers in HIV: Mechanistic Substudy of the REPRIEVE Randomized Clinical Trial. JAMA Cardiol 2024; 9:323-334. [PMID: 38381407 PMCID: PMC10882511 DOI: 10.1001/jamacardio.2023.5661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 12/15/2023] [Indexed: 02/22/2024]
Abstract
Importance Cardiovascular disease (CVD) is increased in people with HIV (PWH) and is characterized by premature noncalcified coronary plaque. In the Randomized Trial to Prevent Vascular Events in HIV (REPRIEVE), pitavastatin reduced major adverse cardiovascular events (MACE) by 35% over a median of 5.1 years. Objective To investigate the effects of pitavastatin on noncalcified coronary artery plaque by coronary computed tomography angiography (CTA) and on inflammatory biomarkers as potential mechanisms for MACE prevention. Design, Setting, and Participants This double-blind, placebo-controlled randomized clinical trial enrolled participants from April 2015 to February 2018 at 31 US clinical research sites. PWH without known CVD who were taking antiretroviral therapy and had low to moderate 10-year CVD risk were included. Data were analyzed from April to November 2023. Intervention Oral pitavastatin calcium, 4 mg per day. Main Outcomes and Measures Coronary CTA and inflammatory biomarkers at baseline and 24 months. The primary outcomes were change in noncalcified coronary plaque volume and progression of noncalcified plaque. Results Of 804 enrolled persons, 774 had at least 1 evaluable CTA. Plaque changes were assessed in 611 who completed both CT scans. Of 611 analyzed participants, 513 (84.0%) were male, the mean (SD) age was 51 (6) years, and the median (IQR) 10-year CVD risk was 4.5% (2.6-7.0). A total of 302 were included in the pitavastatin arm and 309 in the placebo arm. The mean noncalcified plaque volume decreased with pitavastatin compared with placebo (mean [SD] change, -1.7 [25.2] mm3 vs 2.6 [27.1] mm3; baseline adjusted difference, -4.3 mm3; 95% CI, -8.6 to -0.1; P = .04; 7% [95% CI, 1-12] greater reduction relative to placebo). A larger effect size was seen among the subgroup with plaque at baseline (-8.8 mm3 [95% CI, -17.9 to 0.4]). Progression of noncalcified plaque was 33% less likely with pitavastatin compared with placebo (relative risk, 0.67; 95% CI, 0.52-0.88; P = .003). Compared with placebo, the mean low-density lipoprotein cholesterol decreased with pitavastatin (mean change: pitavastatin, -28.5 mg/dL; 95% CI, -31.9 to -25.1; placebo, -0.8; 95% CI, -3.8 to 2.2). The pitavastatin arm had a reduction in both oxidized low-density lipoprotein (-29% [95% CI, -32 to -26] vs -13% [95% CI, -17 to -9]; P < .001) and lipoprotein-associated phospholipase A2 (-7% [95% CI, -11 to -4] vs 14% [95% CI, 10-18]; P < .001) compared with placebo at 24 months. Conclusions and Relevance In PWH at low to moderate CVD risk, 24 months of pitavastatin reduced noncalcified plaque volume and progression as well as markers of lipid oxidation and arterial inflammation. These changes may contribute to the observed MACE reduction in REPRIEVE. Trial Registration ClinicalTrials.gov Identifier: NCT02344290.
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Affiliation(s)
- Michael T. Lu
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Heather Ribaudo
- Center for Biostatistics in AIDS Research, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Borek Foldyna
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Markella V. Zanni
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Thomas Mayrhofer
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
- School of Business Studies, Stralsund University of Applied Sciences, Stralsund, Germany
| | - Julia Karady
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
- Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Jana Taron
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
- Department of Radiology, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Kathleen V. Fitch
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Sara McCallum
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Tricia H. Burdo
- Department of Microbiology, Immunology, and Inflammation, Center for NeuroVirology and Gene Editing, Temple University Lewis Katz School of Medicine, Philadelphia, Pennsylvania
| | - Kayla Paradis
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Sandeep S. Hedgire
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Nandini M. Meyersohn
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
| | | | | | - Audra Sturniolo
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Marissa Diggs
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
| | | | - Gerald S. Bloomfield
- Department of Medicine, Duke Global Health Institute, Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Beverly Alston-Smith
- Division of AIDS, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Patrice Desvigne-Nickens
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Edgar T. Overton
- Division of Infectious Diseases, University of Alabama at Birmingham
- ViiV Healthcare, Research Triangle Park, North Carolina
| | - Judith S. Currier
- Division of Infectious Diseases, David Geffen School of Medicine, University of California, Los Angeles
| | - Judith A. Aberg
- Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Carl J. Fichtenbaum
- Division of Infectious Diseases, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | | | - Pamela S. Douglas
- Duke University Research Institute, Duke University School of Medicine, Durham, North Carolina
| | - Steven K. Grinspoon
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
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8
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Çap M, Ramasamy A, Parasa R, Tanboga IH, Maung S, Morgan K, Yap NAL, Abou Gamrah M, Sokooti H, Kitslaar P, Reiber JHC, Dijkstra J, Torii R, Moon JC, Mathur A, Baumbach A, Pugliese F, Bourantas CV. Efficacy of human experts and an automated segmentation algorithm in quantifying disease pathology in coronary computed tomography angiography: A head-to-head comparison with intravascular ultrasound imaging. J Cardiovasc Comput Tomogr 2024; 18:142-153. [PMID: 38143234 DOI: 10.1016/j.jcct.2023.12.007] [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: 08/16/2023] [Revised: 11/26/2023] [Accepted: 12/18/2023] [Indexed: 12/26/2023]
Abstract
BACKGROUND Coronary computed tomography angiography (CCTA) analysis is currently performed by experts and is a laborious process. Fully automated edge-detection methods have been developed to expedite CCTA segmentation however their use is limited as there are concerns about their accuracy. This study aims to compare the performance of an automated CCTA analysis software and the experts using near-infrared spectroscopy-intravascular ultrasound imaging (NIRS-IVUS) as a reference standard. METHODS Fifty-one participants (150 vessels) with chronic coronary syndrome who underwent CCTA and 3-vessel NIRS-IVUS were included. CCTA analysis was performed by an expert and an automated edge detection method and their estimations were compared to NIRS-IVUS at a segment-, lesion-, and frame-level. RESULTS Segment-level analysis demonstrated a similar performance of the two CCTA analyses (conventional and automatic) with large biases and limits of agreement compared to NIRS-IVUS estimations for the total atheroma (ICC: 0.55 vs 0.25, mean difference:192 (-102-487) vs 243 (-132-617) and percent atheroma volume (ICC: 0.30 vs 0.12, mean difference: 12.8 (-5.91-31.6) vs 20.0 (0.79-39.2). Lesion-level analysis showed that the experts were able to detect more accurately lesions than the automated method (68.2 % and 60.7 %) however both analyses had poor reliability in assessing the minimal lumen area (ICC 0.44 vs 0.36) and the maximum plaque burden (ICC 0.33 vs 0.33) when NIRS-IVUS was used as the reference standard. CONCLUSIONS Conventional and automated CCTA analyses had similar performance in assessing coronary artery pathology using NIRS-IVUS as a reference standard. Therefore, automated segmentation can be used to expedite CCTA analysis and enhance its applications in clinical practice.
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Affiliation(s)
- Murat Çap
- Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University London, UK; Department of Cardiology, University of Health Sciences Diyarbakır Gazi Yaşargil Education and Research Hospital, Diyarbakır, Turkey.
| | - Anantharaman Ramasamy
- Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University London, UK
| | - Ramya Parasa
- Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University London, UK; Department of Cardiology, The Essex Cardiothoracic Centre, Basildon, UK
| | - Ibrahim H Tanboga
- Istanbul Nisantasi University Medical School, Department of Cardiology & Biostatistics, Istanbul, Turkey
| | - Soe Maung
- Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK
| | - Kimberley Morgan
- Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University London, UK
| | - Nathan A L Yap
- Barts and the London School of Medicine and Dentistry, London, UK
| | | | | | | | - Johan H C Reiber
- Medis Medical Imaging, Leiden, the Netherlands; Division of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Jouke Dijkstra
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Ryo Torii
- Department of Mechanical Engineering, University College London, London, UK
| | - James C Moon
- Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Institute of Cardiovascular Sciences, University College London, London, UK
| | - Anthony Mathur
- Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University London, UK
| | - Andreas Baumbach
- Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University London, UK
| | - Francesca Pugliese
- Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University London, UK
| | - Christos V Bourantas
- Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University London, UK; Institute of Cardiovascular Sciences, University College London, London, UK.
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9
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Yang S, Wang Z, Park SH, Hong H, Li C, Liu X, Chen L, Hwang D, Zhang J, Hoshino M, Yonetsu T, Shin ES, Doh JH, Nam CW, Wang J, Chen S, Tanaka N, Matsuo H, Kubo T, Chang HJ, Kakuta T, Koo BK, Tu S. Relationship of Coronary Angiography-Derived Radial Wall Strain With Functional Significance, Plaque Morphology, and Clinical Outcomes. JACC Cardiovasc Interv 2024; 17:46-56. [PMID: 38199753 DOI: 10.1016/j.jcin.2023.10.003] [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: 07/17/2023] [Revised: 09/14/2023] [Accepted: 10/03/2023] [Indexed: 01/12/2024]
Abstract
BACKGROUND Coronary angiography-derived radial wall strain (RWS) is a newly developed index that can be readily accessed and describes the biomechanical features of a lesion. OBJECTIVES The authors sought to investigate the association of RWS with fractional flow reserve (FFR) and high-risk plaque (HRP), and their relative prognostic implications. METHODS We included 484 vessels (351 patients) deferred after FFR measurement with available RWS data and coronary computed tomography angiography. On coronary computed tomography angiography, HRP was defined as a lesion with both minimum lumen area <4 mm2 and plaque burden ≥70%. The primary outcome was target vessel failure (TVF), a composite of target vessel revascularization, target vessel myocardial infarction, or cardiac death. RESULTS The mean FFR and RWSmax were 0.89 ± 0.07 and 11.2% ± 2.5%, respectively, whereas 27.7% of lesions had HRP, 15.1% had FFR ≤0.80. An increase in RWSmax was associated with a higher risk of FFR ≤0.80 and HRP, which was consistent after adjustment for clinical or angiographic characteristics (all P < 0.05). An increment of RWSmax was related to a higher risk of TVF (HR: 1.23 [95% CI: 1.03-1.47]; P = 0.022) with an optimal cutoff of 14.25%. RWSmax >14% was a predictor of TVF after adjustment for FFR or HRP components (all P < 0.05) and showed a direct prognostic effect on TVF, not mediated by FFR ≤0.80 or HRP in the mediation analysis. When high RWSmax was added to FFR ≤0.80 or HRP, there were increasing outcome trends (all P for trend <0.001). CONCLUSIONS RWS was associated with coronary physiology and plaque morphology but showed independent prognostic significance.
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Affiliation(s)
- Seokhun Yang
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - Zhiqing Wang
- Biomedical Instrument Institute, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China; Department of Cardiology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Sang-Hyeon Park
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - Huihong Hong
- Department of Cardiology, the First Hospital of Quanzhou Affiliated to Fujian Medical University, Quanzhou, China
| | - Chunming Li
- Biomedical Instrument Institute, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Xun Liu
- Biomedical Instrument Institute, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Lianglong Chen
- Department of Cardiology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Doyeon Hwang
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - Jinlong Zhang
- Department of Cardiology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Masahiro Hoshino
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Taishi Yonetsu
- Department of Interventional Cardiology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Eun-Seok Shin
- Department of Cardiology, Ulsan University Hospital, Ulsan, Korea
| | - Joon-Hyung Doh
- Department of Medicine, Inje University Ilsan Paik Hospital, Goyang, Korea
| | - Chang-Wook Nam
- Department of Medicine, Keimyung University Dongsan Medical Center, Daegu, Korea
| | - Jianan Wang
- Department of Cardiology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Shaoliang Chen
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Nobuhiro Tanaka
- Department of Cardiology, Tokyo Medical University, Tokyo, Japan
| | | | - Takashi Kubo
- Department of Cardiology, Tokyo Medical University, Hachioji Medical Center, Tokyo, Japan
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, Korea
| | - Tsunekazu Kakuta
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Bon-Kwon Koo
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea.
| | - Shengxian Tu
- Biomedical Instrument Institute, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
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10
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Gallone G, Bellettini M, Gatti M, Tore D, Bruno F, Scudeler L, Cusenza V, Lanfranchi A, Angelini A, de Filippo O, Iannaccone M, Baldetti L, Audisio K, Demetres M, Risi G, Rizzello G, Porto I, Fonio P, Prati F, Williams MC, Koo BK, Pontone G, Depaoli A, Libby P, Stone GW, Narula J, de Ferrari GM, d'Ascenzo F. Coronary Plaque Characteristics Associated With Major Adverse Cardiovascular Events in Atherosclerotic Patients and Lesions: A Systematic Review and Meta-Analysis. JACC Cardiovasc Imaging 2023; 16:1584-1604. [PMID: 37804276 DOI: 10.1016/j.jcmg.2023.08.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/19/2023] [Accepted: 08/11/2023] [Indexed: 10/09/2023]
Abstract
BACKGROUND The clinical value of high-risk coronary plaque characteristics (CPCs) to inform intensified medical therapy or revascularization of non-flow-limiting lesions remains uncertain. OBJECTIVES The authors performed a systematic review and meta-analysis to study the prognostic impact of CPCs on patient-level and lesion-level major cardiovascular adverse events (MACE). METHODS Thirty studies (21 retrospective, 9 prospective) with 30,369 patients evaluating the association of CPCs with MACE were included. CPCs included high plaque burden, low minimal lumen area, thin cap fibroatheroma, high lipid core burden index, low-attenuation plaque, spotty calcification, napkin ring sign, and positive remodeling. RESULTS CPCs were evaluated with the use of intracoronary modalities in 9 studies (optical coherence tomography in 4 studies, intravascular ultrasound imaging in 3 studies, and near-infrared spectroscopy intravascular ultrasound imaging in 2 studies) and by means of coronary computed tomographic angiography in 21 studies. CPCs significantly predicted patient-level and lesion-level MACE in both unadjusted and adjusted analyses. For most CPCs, accuracy for MACE was modest to good at the patient level and moderate to good at the lesion level. Plaques with more than 1 CPC had the highest accuracy for lesion-level MACE (AUC: 0.87). Because the prevalence of CPCs among plaques was low, estimated positive predictive values for lesion-level MACE were modest. Results were mostly consistent across imaging modalities and clinical presentations, and in studies with prevailing hard outcomes. CONCLUSIONS Characterization of CPCs identifies high-risk atherosclerotic plaques that place lesions and patients at risk for future MACE, albeit with modest sensitivity and positive predictive value (Coronary Plaque Characteristics Associated With Major Adverse Cardiovascular Events Among Atherosclerotic Patients and Lesions; CRD42021251810).
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Affiliation(s)
- Guglielmo Gallone
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy; Department of Medical Sciences, University of Turin, Turin, Italy.
| | - Matteo Bellettini
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy; Department of Medical Sciences, University of Turin, Turin, Italy
| | - Marco Gatti
- Radiology Unit, Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Davide Tore
- Radiology Unit, Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Francesco Bruno
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy
| | - Luca Scudeler
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy; Department of Medical Sciences, University of Turin, Turin, Italy
| | - Vincenzo Cusenza
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy; Department of Medical Sciences, University of Turin, Turin, Italy
| | - Antonio Lanfranchi
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy; Department of Medical Sciences, University of Turin, Turin, Italy
| | - Andrea Angelini
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy; Department of Medical Sciences, University of Turin, Turin, Italy
| | - Ovidio de Filippo
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy
| | - Mario Iannaccone
- Division of Cardiology, San Giovanni Bosco Hospital, ASL Città di Torino, Turin, Italy
| | - Luca Baldetti
- Cardiac Intensive Care Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Katia Audisio
- Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, New York, USA
| | - Michelle Demetres
- Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, New York, USA; Samuel J. Wood Library & C.V. Starr Biomedical Information Center, Weill Cornell Medicine, New York, USA
| | - Gaetano Risi
- Radiology Unit, Department of Surgical Sciences, University of Turin, Turin, Italy
| | | | - Italo Porto
- Department of Internal Medicine (DIMI), University of Genoa, Genova, Italy
| | - Paolo Fonio
- Radiology Unit, Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Francesco Prati
- UniCamillus, Saint Camillus International University of Health and Medical Sciences Rome, Italy; Cardiovascular Sciences Department, San Giovanni Addolorata Hospital, Rome, Italy
| | - Michelle C Williams
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, Edinburgh, United Kingdom; Edinburgh Imaging Facility QMRI, University of Edinburgh, Edinburgh, United Kingdom
| | - Bon-Kwon Koo
- Department of Internal Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Gianluca Pontone
- Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino, IRCCS, Milan, Italy
| | - Alessandro Depaoli
- Radiology Unit, Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Peter Libby
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Gregg W Stone
- Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Cardiovascular Research Foundation, New York, New York, USA
| | - Jagat Narula
- Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Cardiovascular Research Foundation, New York, New York, USA
| | - Gaetano Maria de Ferrari
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy; Department of Medical Sciences, University of Turin, Turin, Italy
| | - Fabrizio d'Ascenzo
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy; Department of Medical Sciences, University of Turin, Turin, Italy
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11
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Park HB, Arsanjani R, Sung JM, Heo R, Lee BK, Lin FY, Hadamitzky M, Kim YJ, Conte E, Andreini D, Pontone G, Budoff MJ, Gottlieb I, Chun EJ, Cademartiri F, Maffei E, Marques H, Gonçalves PDA, Leipsic JA, Lee SE, Shin S, Choi JH, Virmani R, Samady H, Chinnaiyan K, Stone PH, Berman DS, Narula J, Shaw LJ, Bax JJ, Min JK, Chang HJ. Impact of statins based on high-risk plaque features on coronary plaque progression in mild stenosis lesions: results from the PARADIGM study. Eur Heart J Cardiovasc Imaging 2023; 24:1536-1543. [PMID: 37232393 DOI: 10.1093/ehjci/jead110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 04/12/2023] [Accepted: 04/26/2023] [Indexed: 05/27/2023] Open
Abstract
AIMS To investigate the impact of statins on plaque progression according to high-risk coronary atherosclerotic plaque (HRP) features and to identify predictive factors for rapid plaque progression in mild coronary artery disease (CAD) using serial coronary computed tomography angiography (CCTA). METHODS AND RESULTS We analyzed mild stenosis (25-49%) CAD, totaling 1432 lesions from 613 patients (mean age, 62.2 years, 63.9% male) and who underwent serial CCTA at a ≥2 year inter-scan interval using the Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography Imaging (NCT02803411) registry. The median inter-scan period was 3.5 ± 1.4 years; plaques were quantitatively assessed for annualized percent atheroma volume (PAV) and compositional plaque volume changes according to HRP features, and the rapid plaque progression was defined by the ≥90th percentile annual PAV. In mild stenotic lesions with ≥2 HRPs, statin therapy showed a 37% reduction in annual PAV (0.97 ± 2.02 vs. 1.55 ± 2.22, P = 0.038) with decreased necrotic core volume and increased dense calcium volume compared to non-statin recipient mild lesions. The key factors for rapid plaque progression were ≥2 HRPs [hazard ratio (HR), 1.89; 95% confidence interval (CI), 1.02-3.49; P = 0.042], current smoking (HR, 1.69; 95% CI 1.09-2.57; P = 0.017), and diabetes (HR, 1.55; 95% CI, 1.07-2.22; P = 0.020). CONCLUSION In mild CAD, statin treatment reduced plaque progression, particularly in lesions with a higher number of HRP features, which was also a strong predictor of rapid plaque progression. Therefore, aggressive statin therapy might be needed even in mild CAD with higher HRPs. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov NCT02803411.
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Affiliation(s)
- Hyung-Bok Park
- Department of Cardiology, Catholic Kwandong University International St. Mary's Hospital, Incheon, South Korea
- CONNECT-AI Research Center, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea
| | - Reza Arsanjani
- Department of Cardiovascular Diseases, Mayo Clinic Arizona, Phoenix, AZ 85054, USA
| | - Ji Min Sung
- CONNECT-AI Research Center, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea
| | - Ran Heo
- CONNECT-AI Research Center, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea
- Department of Cardiology, Hanyang University Seoul Hospital, Hanyang University College of Medicine, Seoul, South Korea
| | - Byoung Kwon Lee
- Department of Cardiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Fay Y Lin
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY 10021, USA
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - Yong-Jin Kim
- Division of Cardiology, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea
| | | | | | | | - Matthew J Budoff
- Department of Medicine, Lundquist Institute at Harbor UCLA Medical Center, Torrance, CA 90502, USA
| | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil
| | - Eun Ju Chun
- Department of Radiology, Seoul National University Bundang Hospital, Sungnam, South Korea
| | | | - Erica Maffei
- Department of Radiology, Fondazione Monasterio/CNR, Pisa, Italy
| | - Hugo Marques
- Unit of Cardiovascular Imaging, Hospital da Luz, Catolica Medical School, Lisbon, Portugal
| | - Pedro de Araújo Gonçalves
- Unit of Cardiovascular Imaging, Hospital da Luz, Catolica Medical School, Lisbon, Portugal
- Nova Medical School, Lisbon, Portugal
| | - Jonathon A Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, BC, Canada
| | - Sang-Eun Lee
- CONNECT-AI Research Center, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea
- Department of Cardiology, Ewha Womans University Seoul Hospital, Seoul, South Korea
| | - Sanghoon Shin
- CONNECT-AI Research Center, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea
- Department of Cardiology, Ewha Womans University Seoul Hospital, Seoul, South Korea
| | - Jung Hyun Choi
- Department of Cardiology, Pusan University Hospital, Busan, South Korea
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, MD 20878, USA
| | - Habib Samady
- Department of Cardiology, Georgia Heart Institute, Northeast Georgia Health System, Gainesville, GA 30501, USA
| | - Kavitha Chinnaiyan
- Department of Cardiology, William Beaumont Hospital, Royal Oak, MI 48073, USA
| | - Peter H Stone
- Department of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, 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, NY 10029, USA
| | - Leslee J Shaw
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY 10021, USA
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - James K Min
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY 10021, USA
| | - Hyuk-Jae Chang
- CONNECT-AI Research Center, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea
- Department of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea
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12
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Williams C, Han D, Takagi H, Fordyce CB, Sellers S, Blanke P, Lin FY, Shaw LJ, Lee SE, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, Marques H, de Araújo Gonçalves P, Gottlieb I, Hadamitzky M, Maffei E, Pontone G, Shin S, Kim YJ, Lee BK, Chun EJ, Sung JM, Virmani R, Samady H, Stone PH, Berman DS, Narula J, Bax JJ, Leipsic JA, Chang HJ. Effects of renin-angiotensin-aldosterone-system inhibitors on coronary atherosclerotic plaques: The PARADIGM registry. Atherosclerosis 2023; 383:117301. [PMID: 37769454 DOI: 10.1016/j.atherosclerosis.2023.117301] [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: 02/24/2023] [Revised: 09/08/2023] [Accepted: 09/14/2023] [Indexed: 09/30/2023]
Abstract
BACKGROUND AND AIMS Inhibition of Renin-Angiotensin-Aldosterone-System (RAAS) has been hypothesized to improve endothelial function and reduce plaque inflammation, however, their impact on the progression of coronary atherosclerosis is unclear. We aim to study the effects of RAAS inhibitor on plaque progression and composition assessed by serial coronary CT angiography (CCTA). METHODS We performed a prospective, multinational study consisting of a registry of patients without history of CAD, who underwent serial CCTAs. Patients using RAAS inhibitors were propensity matched to RAAS inhibitor naïve patients based on clinical and CCTA characteristics at baseline. Atherosclerotic plaques in CCTAs were quantitatively analyzed for percent atheroma volume (PAV) according to plaque composition. Interactions between RAAS inhibitor use and baseline PAV on plaque progression were assessed in the unmatched cohort using a multivariate linear regression model. RESULTS Of 1248 patients from the registry, 299 RAAS inhibitor taking patients were matched to 299 RAAS inhibitor naïve patients. Over a mean interval of 3.9 years, there was no significant difference in annual progression of total PAV between RAAS inhibitor naïve vs taking patients (0.75 vs 0.79%/year, p = 0.66). With interaction testing in the unmatched cohort, however, RAAS inhibitor use was significantly associated with lower non-calcified plaque progression (Beta coefficient -0.100, adjusted p = 0.038) with higher levels of baseline PAV. CONCLUSIONS The use of RAAS inhibitors over a period of nearly 4 years did not significantly impact on total atherosclerotic plaque progression or various plaque components. However, interaction testing to assess the differential effect of RAAS inhibition based on baseline PAV suggested a significant decrease in progression of non-calcified plaque in patients with a higher burden of baseline atherosclerosis, which should be considered hypothesis generating.
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Affiliation(s)
- Curtis Williams
- Division of Cardiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Donghee Han
- Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Hidenobu Takagi
- Department of Radiology and Centre for Heart Lung Innovation, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada; Dalio Institute of Cardiovascular Imaging, Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Christopher B Fordyce
- Division of Cardiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Stephanie Sellers
- Department of Radiology and Centre for Heart Lung Innovation, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Philipp Blanke
- Department of Radiology and Centre for Heart Lung Innovation, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Fay Y Lin
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Leslee J Shaw
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Sang-Eun Lee
- Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Seoul, South Korea; Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea
| | | | - Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Matthew J Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, CA, USA
| | | | | | | | | | - Hugo Marques
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal
| | - Pedro de Araújo Gonçalves
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal; Nova Medical School, Lisboa, Portugal
| | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - Erica Maffei
- Department of Radiology, Fondazione Monasterio/CNR, Pisa, Italy
| | | | - Sanghoon Shin
- Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Seoul, South 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
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Eun Ju Chun
- 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, NY, USA
| | - Ji Min Sung
- Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea; Department of Cardiology, Heart Lung Center, Leiden University Medical Center, Leiden, the Netherlands
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, MD, USA
| | - Habib Samady
- Division of Cardiology, Georgia Heart Institute, Gainesville, USA
| | - Peter H Stone
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, 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, NY, USA
| | - Jeroen J Bax
- Department of Cardiology, Heart Lung Center, Leiden University Medical Center, Leiden, the Netherlands
| | - Jonathon A Leipsic
- Department of Radiology and Centre for Heart Lung Innovation, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada.
| | - Hyuk-Jae Chang
- Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
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13
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Bienstock S, Lin F, Blankstein R, Leipsic J, Cardoso R, Ahmadi A, Gelijns A, Patel K, Baldassarre LA, Hadley M, LaRocca G, Sanz J, Narula J, Chandrashekhar YS, Shaw LJ, Fuster V. Advances in Coronary Computed Tomographic Angiographic Imaging of Atherosclerosis for Risk Stratification and Preventive Care. JACC Cardiovasc Imaging 2023; 16:1099-1115. [PMID: 37178070 DOI: 10.1016/j.jcmg.2023.02.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 01/04/2023] [Accepted: 02/01/2023] [Indexed: 05/15/2023]
Abstract
The diagnostic evaluation of coronary artery disease is undergoing a dramatic transformation with a new focus on atherosclerotic plaque. This review details the evidence needed for effective risk stratification and targeted preventive care based on recent advances in automated measurement of atherosclerosis from coronary computed tomography angiography (CTA). To date, research findings support that automated stenosis measurement is reasonably accurate, but evidence on variability by location, artery size, or image quality is unknown. The evidence for quantification of atherosclerotic plaque is unfolding, with strong concordance reported between coronary CTA and intravascular ultrasound measurement of total plaque volume (r >0.90). Statistical variance is higher for smaller plaque volumes. Limited data are available on how technical or patient-specific factors result in measurement variability by compositional subgroups. Coronary artery dimensions vary by age, sex, heart size, coronary dominance, and race and ethnicity. Accordingly, quantification programs excluding smaller arteries affect accuracy for women, patients with diabetes, and other patient subsets. Evidence is unfolding that quantification of atherosclerotic plaque is useful to enhance risk prediction, yet more evidence is required to define high-risk patients across varied populations and to determine whether such information is incremental to risk factors or currently used coronary computed tomography techniques (eg, coronary artery calcium scoring or visual assessment of plaque burden or stenosis). In summary, there is promise for the utility of coronary CTA quantification of atherosclerosis, especially if it can lead to targeted and more intensive cardiovascular prevention, notably for those patients with nonobstructive coronary artery disease and high-risk plaque features. The new quantification techniques available to imagers must not only provide sufficient added value to improve patient care, but also add minimal and reasonable cost to alleviate the financial burden on our patients and the health care system.
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Affiliation(s)
- Solomon Bienstock
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Fay Lin
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Ron Blankstein
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Jonathon Leipsic
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Rhanderson Cardoso
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Amir Ahmadi
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Annetine Gelijns
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Krishna Patel
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Lauren A Baldassarre
- Department of Cardiovascular Medicine and Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Michael Hadley
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Gina LaRocca
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Javier Sanz
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jagat Narula
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | | | - Leslee J Shaw
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
| | - Valentin Fuster
- Division of Cardiology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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14
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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: 4] [Impact Index Per Article: 4.0] [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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15
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Pérez de Isla L, Díaz-Díaz JL, Romero MJ, Muñiz-Grijalvo O, Mediavilla JD, Argüeso R, Sánchez Muñoz-Torrero JF, Rubio P, Álvarez-Baños P, Ponte P, Mañas D, Suárez Gutierrez L, Cepeda JM, Casañas M, Fuentes F, Guijarro C, Ángel Barba M, Saltijeral Cerezo A, Padró T, Mata P. Alirocumab and Coronary Atherosclerosis in Asymptomatic Patients with Familial Hypercholesterolemia: The ARCHITECT Study. Circulation 2023; 147:1436-1443. [PMID: 37009731 PMCID: PMC10158600 DOI: 10.1161/circulationaha.122.062557] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 03/01/2023] [Indexed: 04/04/2023]
Abstract
BACKGROUND The effect of alirocumab, a PCSK9 (proprotein convertase subtilisin/kexin type 9) inhibitor, on coronary plaque burden in patients with familial hypercholesterolemia has not been addressed. Our aim was to assess changes in coronary plaque burden and its characteristics after treatment with alirocumab by quantification and characterization of atherosclerotic plaque throughout the coronary tree on the basis of a noninvasive analysis of coronary computed tomographic angiography in asymptomatic subjects with familial hypercholesterolemia receiving optimized and stable treatment with maximum tolerated statin dose with or without ezetimibe. METHODS This study is a phase IV, open-label, multicenter, single-arm clinical trial to assess changes in coronary plaque burden and its characteristics after 78 weeks of treatment with alirocumab in patients with familial hypercholesterolemia without clinical atherosclerotic cardiovascular disease. Participants underwent an initial coronary computed tomographic angiography at baseline and another at 78 weeks. Every patient received 150 mg of alirocumab subcutaneiously every 14 days in addition to high-intensity statin therapy. The main outcome was the change on coronary plaque burden and its characteristics by quantification and characterization of atherosclerotic plaque throughout the coronary tree on the basis of analysis of coronary computed tomographic angiography. RESULTS The study was completed by 104 patients. The median age was 53.3 (46.2-59.4) years. Of these patients, 54 were women (51.9%). Median low-density lipoprotein cholesterol was 138.9 (117.5-175.3) mg/dL at entry and 45.0 (36.0-65.0) mg/dL at follow-up (P<0.001). Coronary plaque burden changed from 34.6% (32.5%-36.8%) at entry to 30.4% (27.4%-33.4%) at follow-up (P<0.001). A significant change in the characteristics of the coronary atherosclerosis was also found: an increase in the proportion of calcified (+0.3%; P<0.001) and mainly fibrous (+6.2%; P<0.001) plaque, accompanied by a decrease in the percentage of fibro-fatty (-3.9%; P<0.001) and necrotic plaque (-0.6%; P<0.001). CONCLUSIONS Treatment with alirocumab in addition to high-intensity statin therapy resulted in significant regression of coronary plaque burden and plaque stabilization on coronary computed tomographic angiography over 78 weeks in these groups of patients with familial hypercholesterolemia without clinical atherosclerotic cardiovascular disease. ARCHITECT (Effect of Alirocumab on Atherosclerotic Plaque Volume, Architecture and Composition) could link and explain ODYSSEY OUTCOMES (Evaluation of Cardiovascular Outcomes After an Acute Coronary Syndrome During Treatment With Alirocumab) results. REGISTRATION URL: https://www. CLINICALTRIALS gov; Unique identifier: NCT05465278.
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Affiliation(s)
| | - Jose L. Díaz-Díaz
- Internal Medicine Department, Hospital Abente y Lago, A Coruña, Spain (J.L.E.-D.)
| | - Manuel J. Romero
- Internal Medicine Department, Hospital Infanta Elena, Huelva, Spain M.J.R.)
| | | | - Juan D. Mediavilla
- Internal Medicine Department, Hospital Universitario Virgen de las Nieves, Granada, Spain (J.D.M.)
| | - Rosa Argüeso
- Endocrinology Department, Hospital Universitario Lucus Augusti, Lugo, Spain (R.A.)
| | | | - Patricia Rubio
- Internal Medicine Department, Hospital Universitario Jerez de la Frontera, Spain (P.R.)
| | | | - Paola Ponte
- Internal Medicine Department, Hospital Santa Creu i Sant Pau, Barcelona, Spain (P.P.)
| | - Dolores Mañas
- Internal Medicine Department, Hospital General Universitario de Ciudad Real, Spain (D.M.)
| | | | - José María Cepeda
- Internal Medicine Department, Hospital Comarcal Vega Baja, Orihuela, Alicante, Spain (J.M.C.)
| | - Marta Casañas
- Internal Medicine Department, Hospital San Pedro, Logroño, Spain (M.C.)
| | - Francisco Fuentes
- Lipid and Atherosclerosis Unit, CIBERObn, IMBIC. Hospital Universitario Reina Sofia, Córdoba, Spain (F.F.)
| | - Carlos Guijarro
- Internal Medicine Department, Hospital Universitario Fundación Alcorcón-Universidad Rey Juan Carlos, Madrid, Spain (C.G.)
| | - Miguel Ángel Barba
- Internal Medicine Department, Complejo Hospitalario Universitario, Albacete, Spain (M.A.B.)
| | | | - Teresa Padró
- Programa-ICCC Cardiovascular, Institut de Recerca Hospital Santa Creu i Sant Pau, IIB-Sant Pau, CIBERCV, Barcelona, Spain (T.P.)
| | - Pedro Mata
- Fundación Hipercolesterolemia Familiar, Madrid, Spain (P.M.)
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16
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De Marzo V, Viglino U, Zecchino S, Matos JG, Piredda E, Pigati M, Vercellino M, Crimi G, Balbi M, Seitun S, Porto I. Supra-renal aortic atheroma extent and composition predict acute kidney injury after transcatheter aortic valve replacement: A three-dimensional computed tomography study. Int J Cardiol 2023; 381:8-15. [PMID: 37001646 DOI: 10.1016/j.ijcard.2023.03.053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 03/21/2023] [Accepted: 03/24/2023] [Indexed: 04/09/2023]
Abstract
OBJECTIVE Acute kidney injury (AKI) may complicate transcatheter aortic valve replacement (TAVR) and could be linked to atheroembolization associated with catheter manipulation in the supra-renal (SR) aorta. We sought to determine the impact of SR aortic atheroma burden (SR-AAB) and composition, as well as of the aortic valve calcium score (AV-CS), measured at pre-operative multislice computed tomography (PO-MSCT), on AKI-TAVR. METHODS All TAVR-patients 3 January-2018 to December-2020 were included. A three-dimensional analysis of PO-MSCT was performed, calculating percentage SR-AAB (%SR-AAB) as [(absolute SR-AAB volume)*100/vessel volume]. Types of plaque were defined according to Hounsfield unit (HU) intensity ranges. Calcified plaque was subcategorized into 3 strata: low- (351-700 HU), mid- (701-1000 HU), and high‑calcium (>1000 HU, termed 1 K-plaque). RESULTS The study population included 222 patients [mean age 83.3 ± 5.7 years, 95 (42.8%) males], AKI-TAVR occurred in 67/222 (30.2%). Absolute SR-AAB (41.3 ± 16.4 cm3 vs. 32.5 ± 10.7 cm3,p < 0.001) and %SR-AAB (17.6 ± 5.1% vs. 13.9 ± 4.3%,p < 0.001) were significantly higher in patients developing AKI-TAVR. Patients who developed AKI-TAVR had higher mid‑calcium (6.9 ± 3.8% vs. 4.2 ± 3.5%,p < 0.001) and 1 K-plaque (5.4 ± 3.7% vs. 2.4 ± 2.4%,p < 0.001) with no difference in AV-CS (p = 0.691). Adjusted multivariable logistic regression analysis showed that %SR-AAB [OR (x%increase): 1.12, 95%CI: 1.04-1.22,p = 0.006] and %SR-calcified plaque [OR (x%increase): 5.60, 95%CI: 2.50-13.36,p < 0.001] were associated with AKI-TAVR. Finally, 3-knots spline analyses identified %SR-AAB >15.0% and %SR-calcified plaque >7.0% as optimal thresholds to predict an increased risk of AKI-TAVR. CONCLUSIONS Suprarenal aortic atheroma, when highly calcified, is associated with AKI-TAVR. Perioperative-MSCT assessment of aortic atherosclerosis may help in identification of patients at high-risk for AKI-TAVR, who could benefit from higher peri-operative surveillance.
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Affiliation(s)
- Vincenzo De Marzo
- Chair of Cardiovascular Disease, Department of Internal Medicine and Specialties (Di.M.I.), University of Genoa, Italy
| | - Umberto Viglino
- Radiology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Simone Zecchino
- Chair of Cardiovascular Disease, Department of Internal Medicine and Specialties (Di.M.I.), University of Genoa, Italy
| | - Joao Gavina Matos
- Radiology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Elisa Piredda
- Chair of Cardiovascular Disease, Department of Internal Medicine and Specialties (Di.M.I.), University of Genoa, Italy
| | - Maria Pigati
- Radiology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Matteo Vercellino
- Chair of Cardiovascular Disease, Department of Internal Medicine and Specialties (Di.M.I.), University of Genoa, Italy
| | - Gabriele Crimi
- Chair of Cardiovascular Disease, Department of Internal Medicine and Specialties (Di.M.I.), University of Genoa, Italy
| | - Manrico Balbi
- Chair of Cardiovascular Disease, Department of Internal Medicine and Specialties (Di.M.I.), University of Genoa, Italy; Cardiology Unit, Cardiothoracic and Vascular Department, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Sara Seitun
- Radiology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Italo Porto
- Chair of Cardiovascular Disease, Department of Internal Medicine and Specialties (Di.M.I.), University of Genoa, Italy; Cardiology Unit, Cardiothoracic and Vascular Department, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
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17
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High-risk Coronary Plaque Regression in Cash-based Contingency Management Intervention Among Cocaine Users With HIV-associated Subclinical Coronary Atherosclerosis. J Addict Med 2023; 17:147-154. [PMID: 36001073 DOI: 10.1097/adm.0000000000001057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Cocaine use exacerbates human immunodeficiency virus (HIV)-associated subclinical coronary atherosclerosis. We investigated whether cocaine abstinence or reduced use achieved with contingency management (CM) intervention would retard high-risk coronary plaque progression among cocaine users with HIV and subclinical coronary atherosclerosis. METHODS Between March 2014 and August 2017, 76 cocaine users with HIV and coronary plaques were enrolled in a study designed to decrease cocaine use and determine whether doing so impacted progression of subclinical coronary atherosclerosis as measured by coronary artery computed tomography examinations. Of the 76, 7 did not complete the study, resulting in 69 participants. A 12-month cash-based CM intervention was implemented to promote cocaine abstinence or reduced cocaine use. Generalized estimating equation approach was used to perform longitudinal data analyses. FINDINGS During the 12-month CM, all 69 participants reduced cocaine use, and of these, 25 (36%; 95% confidence interval, 25%-49%) achieved cocaine abstinence. After adjusting for potential confounding factors, generalized estimating equation analyses showed that (1) endothelin-1 (ET-1) levels, a proinflammatory biomarker for endothelial dysfunction, at the 6-month and 12-month visits were significantly lower compared with baseline ET-1 ( P = 0.001 and P < 0.001, respectively), and (2) low-attenuation noncalcified coronary plaque volume, a predictor for myocardial infarction, at 12-month visit was significantly lower compared with baseline low-attenuation noncalcified coronary plaque volume ( P < 0.05). CONCLUSIONS The findings of this study have not only demonstrated that CM is effective in achieving a sustained reduction in cocaine use, but also provided compelling evidence that reduction in cocaine use leads to quantifiable cardiovascular health benefits, including concurrent decrease in high-risk plaque burden and ET-1, among cocaine users with HIV-associated coronary atherosclerosis.
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18
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Won KB, Lee BK, Lin FY, Hadamitzky M, Kim YJ, Sung JM, Conte E, Andreini D, Pontone G, Budoff MJ, Gottlieb I, Chun EJ, Cademartiri F, Maffei E, Marques H, de Araújo Gonçalves P, Leipsic JA, Lee SE, Shin S, Choi JH, Virmani R, Samady H, Chinnaiyan K, Berman DS, Narula J, Shaw LJ, Bax JJ, Min JK, Chang HJ. Glycemic control is independently associated with rapid progression of coronary atherosclerosis in the absence of a baseline coronary plaque burden: a retrospective case-control study from the PARADIGM registry. Cardiovasc Diabetol 2022; 21:239. [PMID: 36371222 PMCID: PMC9655903 DOI: 10.1186/s12933-022-01656-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/26/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The baseline coronary plaque burden is the most important factor for rapid plaque progression (RPP) in the coronary artery. However, data on the independent predictors of RPP in the absence of a baseline coronary plaque burden are limited. Thus, this study aimed to investigate the predictors for RPP in patients without coronary plaques on baseline coronary computed tomography angiography (CCTA) images. METHODS A total of 402 patients (mean age: 57.6 ± 10.0 years, 49.3% men) without coronary plaques at baseline who underwent serial coronary CCTA were identified from the Progression of Atherosclerotic Plaque Determined by Computed Tomographic Angiography Imaging (PARADIGM) registry and included in this retrospective study. RPP was defined as an annual change of ≥ 1.0%/year in the percentage atheroma volume (PAV). RESULTS During a median inter-scan period of 3.6 years (interquartile range: 2.7-5.0 years), newly developed coronary plaques and RPP were observed in 35.6% and 4.2% of the patients, respectively. The baseline traditional risk factors, i.e., advanced age (≥ 60 years), male sex, hypertension, diabetes mellitus, hyperlipidemia, obesity, and current smoking status, were not significantly associated with the risk of RPP. Multivariate linear regression analysis showed that the serum hemoglobin A1c level (per 1% increase) measured at follow-up CCTA was independently associated with the annual change in the PAV (β: 0.098, 95% confidence interval [CI]: 0.048-0.149; P < 0.001). The multiple logistic regression models showed that the serum hemoglobin A1c level had an independent and positive association with the risk of RPP. The optimal predictive cut-off value of the hemoglobin A1c level for RPP was 7.05% (sensitivity: 80.0%, specificity: 86.7%; area under curve: 0.816 [95% CI: 0.574-0.999]; P = 0.017). CONCLUSION In this retrospective case-control study, the glycemic control status was strongly associated with the risk of RPP in patients without a baseline coronary plaque burden. This suggests that regular monitoring of the glycemic control status might be helpful for preventing the rapid progression of coronary atherosclerosis irrespective of the baseline risk factors. Further randomized investigations are necessary to confirm the results of our study. TRIAL REGISTRATION ClinicalTrials.gov NCT02803411.
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Affiliation(s)
- Ki-Bum Won
- grid.470090.a0000 0004 1792 3864Department of Cardiology, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang, South Korea ,grid.15444.300000 0004 0470 5454Department of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea ,grid.15444.300000 0004 0470 5454Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Byoung Kwon Lee
- grid.15444.300000 0004 0470 5454Department of Cardiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Fay Y. Lin
- grid.5386.8000000041936877XDepartment of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY USA
| | - Martin Hadamitzky
- grid.472754.70000 0001 0695 783XDepartment of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - Yong-Jin Kim
- grid.412484.f0000 0001 0302 820XDepartment of Cardiology, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea
| | - Ji Min Sung
- grid.15444.300000 0004 0470 5454Department of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea ,grid.15444.300000 0004 0470 5454Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Edoardo Conte
- grid.4708.b0000 0004 1757 2822Ospedale Galeazzi-Sant Ambrogio IRCCS, University of Milan, Milan, Italy
| | - Daniele Andreini
- grid.418230.c0000 0004 1760 1750Centro Cardiologico Monzino, IRCCS, Milan, Italy
| | - Gianluca Pontone
- grid.418230.c0000 0004 1760 1750Centro Cardiologico Monzino, IRCCS, Milan, Italy
| | - Matthew J. Budoff
- grid.239844.00000 0001 0157 6501Department of Medicine, Lundquist Institute at Harbor UCLA Medical Center, Torrance, CA USA
| | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil
| | - Eun Ju Chun
- grid.412480.b0000 0004 0647 3378Seoul National University Bundang Hospital, Sungnam, South Korea
| | | | - Erica Maffei
- Department of Radiology, Fondazione Monasterio/CNR, Pisa/Massa, Italy
| | - Hugo Marques
- grid.414429.e0000 0001 0163 5700UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal
| | - Pedro de Araújo Gonçalves
- grid.414429.e0000 0001 0163 5700UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal ,grid.10772.330000000121511713Nova Medical School, Lisbon, Portugal
| | - Jonathon A. Leipsic
- grid.17091.3e0000 0001 2288 9830Department of Medicine and Radiology, University of British Columbia, Vancouver, BC Canada
| | - Sang-Eun Lee
- grid.255649.90000 0001 2171 7754Department of Cardiology, Ewha Womans University Seoul Hospital, Seoul, Seoul Korea
| | - Sanghoon Shin
- grid.255649.90000 0001 2171 7754Department of Cardiology, Ewha Womans University Seoul Hospital, Seoul, Seoul Korea
| | - Jung Hyun Choi
- grid.412588.20000 0000 8611 7824Department of Cardiology, Pusan University Hospital, Busan, South Korea
| | - Renu Virmani
- grid.417701.40000 0004 0465 0326Department of Pathology, CVPath Institute, Gaithersburg, MD USA
| | - Habib Samady
- grid.189967.80000 0001 0941 6502Department of Cardiology, Emory University School of Medicine, Atlanta, GA USA
| | - Kavitha Chinnaiyan
- grid.417118.a0000 0004 0435 1924Department of Cardiology, William Beaumont Hospital, Royal Oak, MI USA
| | - Daniel S. Berman
- grid.50956.3f0000 0001 2152 9905Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, CA USA
| | - Jagat Narula
- grid.59734.3c0000 0001 0670 2351Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Leslee J. Shaw
- grid.59734.3c0000 0001 0670 2351Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Jeroen J. Bax
- grid.10419.3d0000000089452978Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - James K. Min
- grid.5386.8000000041936877XDepartment of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY USA
| | - Hyuk-Jae Chang
- grid.15444.300000 0004 0470 5454Department of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea ,grid.15444.300000 0004 0470 5454Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea ,grid.15444.300000 0004 0470 5454Department of Cardiology, Severance Cardiovascular Hospital, Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, 03722 Seoul, South Korea
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19
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Indraratna P, Khasanova E, Gulsin GS, Tzimas G, Takagi H, Park KH, Lin FY, Shaw LJ, Lee SE, Narula J, Bax JJ, Chang HJ, Leipsic J. Plaque progression: Where, why, and how fast? A review of what we have learned from the analysis of patient data from the PARADIGM registry. J Cardiovasc Comput Tomogr 2022; 16:294-302. [PMID: 34824029 DOI: 10.1016/j.jcct.2021.11.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 10/20/2021] [Accepted: 11/10/2021] [Indexed: 12/28/2022]
Abstract
Ischemic heart disease is the most common cause of mortality worldwide. The pathophysiology of myocardial infarction relates to temporal changes of atherosclerotic plaque culminating in plaque rupture, erosion or hemorrhage and the subsequent thrombotic response. Coronary computed tomographic angiography (CCTA) provides the ability to visualize and quantify plaque, and plaque progression can be measured on a per-patient basis by comparing findings of serial CCTA. The Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography IMaging (PARADIGM) registry was established with the objective of identifying patterns of plaque progression in a large population. The registry comprises over 2000 patients with multiple CCTA scans performed at least two years apart. Unlike previous CCTA registries, a semi-automated plaque quantification technique permitting detailed analysis of plaque progression was performed on all patients with interpretable studies. Since the registry was established, 19 peer-reviewed publications were identified, and all are reviewed and summarized in this article.
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Affiliation(s)
- Praveen Indraratna
- University of British Columbia and Department of Radiology, St. Paul's Hospital, Vancouver, Canada; Prince of Wales Clinical School, UNSW Sydney, Sydney, Australia.
| | - Elina Khasanova
- University of British Columbia and Department of Radiology, St. Paul's Hospital, Vancouver, Canada
| | - Gaurav S Gulsin
- University of British Columbia and Department of Radiology, St. Paul's Hospital, Vancouver, Canada; Department of Cardiovascular Sciences, University of Leicester and the Leicester NIHR Biomedical Research Centre, Leicester, United Kingdom
| | - Georgios Tzimas
- University of British Columbia and Department of Radiology, St. Paul's Hospital, Vancouver, Canada; Department of Heart Vessels, Cardiology Service, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Hidenobu Takagi
- University of British Columbia and Department of Radiology, St. Paul's Hospital, Vancouver, Canada; Department of Diagnostic Radiology, Tohoku University Hospital, Miyagi, Japan
| | - Keun-Ho Park
- University of British Columbia and Department of Radiology, St. Paul's Hospital, Vancouver, Canada; Division of Cardiology, Department of Internal Medicine, Chosun University Hospital, Gwangju, Republic of Korea
| | - Fay Y Lin
- Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, USA
| | - Leslee J Shaw
- Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, USA
| | - Sang-Eun Lee
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea; Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea
| | - 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, NY, USA
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Jonathon Leipsic
- University of British Columbia and Department of Radiology, St. Paul's Hospital, Vancouver, Canada
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20
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Won K, Park H, Heo R, Lee BK, Lin FY, Hadamitzky M, Kim Y, Sung JM, Conte E, Andreini D, Pontone G, Budoff MJ, Gottlieb I, Chun EJ, Cademartiri F, Maffei E, Marques H, Gonçalves PDA, Leipsic JA, Lee S, Shin S, Choi JH, Virmani R, Samady H, Chinnaiyan K, Berman DS, Narula J, Bax JJ, Min JK, Chang H. Longitudinal quantitative assessment of coronary atherosclerosis related to normal systolic blood pressure maintenance in the absence of established cardiovascular disease. Clin Cardiol 2022; 45:873-881. [PMID: 35673995 PMCID: PMC9346967 DOI: 10.1002/clc.23870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 05/24/2022] [Accepted: 05/27/2022] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Atherosclerosis-related adverse events are commonly observed even in conditions with low cardiovascular (CV) risk. Longitudinal data regarding the association of normal systolic blood pressure maintenance (SBPmaintain ) with coronary plaque volume changes (PVC) has been limited in adults without traditional CV disease. HYPOTHESIS Normal SBPmaintain is important to attenuate coronary atherosclerosis progression in adults without baseline CV disease. METHODS We analyzed 95 adults (56.7 ± 8.5 years; 40.0% men) without baseline CV disease who underwent serial coronary computed tomographic angiography with mean 3.5 years of follow-up. All participants were divided into two groups of normal SBPmaintain (follow-up SBP < 120 mm Hg) and ≥elevated SBPmaintain (follow-up SBP ≥ 120 mm Hg). Annualized PVC was defined as PVC divided by the interscan period. RESULTS Compared to participants with normal SBPmaintain , those with ≥elevated SBPmaintain had higher annualized total PVC (mm3 /year) (0.0 [0.0-2.2] vs. 4.1 [0.0-13.0]; p < .001). Baseline total plaque volume (β = .10) and the levels of SBPmaintain (β = .23) and follow-up high-density lipoprotein cholesterol (β = -0.28) were associated with annualized total PVC (all p < .05). The optimal cutoff of SBPmaintain for predicting plaque progression was 118.5 mm Hg (sensitivity: 78.2%, specificity: 62.5%; area under curve: 0.700; 95% confidence interval [CI]: 0.59-0.81; p < .05). SBPmaintain ≥ 118.5 mm Hg (odds ratio [OR]: 4.03; 95% CI: 1.51-10.75) and baseline total plaque volume (OR: 1.03; 95% CI: 1.01-1.06) independently influenced coronary plaque progression (all p < .05). CONCLUSION Normal SBPmaintain is substantial to attenuate coronary atherosclerosis progression in conditions without established CV disease.
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Affiliation(s)
- Ki‐Bum Won
- Department of Cardiology, Dongguk University Ilsan HospitalDongguk University College of MedicineGoyangSouth Korea,Department of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea,Yonsei‐Cedars‐Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea
| | - Hyung‐Bok Park
- Yonsei‐Cedars‐Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea,Department of CardiologyCatholic Kwandong University International St. Mary's HospitalIncheonSouth Korea
| | - Ran Heo
- Yonsei‐Cedars‐Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea,Department of Cardiology, Hanyang University Seoul HospitalHanyang University College of MedicineSeoulSouth Korea
| | - Byoung Kwon Lee
- Department of Cardiology, Gangnam Severance HospitalYonsei University College of MedicineSeoulKorea
| | - Fay Y. Lin
- Department of RadiologyNew York‐Presbyterian Hospital and Weill Cornell MedicineNew YorkNew YorkUSA
| | - Martin Hadamitzky
- Department of Radiology and Nuclear MedicineGerman Heart Center MunichMunichGermany
| | - Yong‐Jin Kim
- Division of Cardiology, Seoul National University College of Medicine, Cardiovascular CenterSeoul National University HospitalSeoulSouth Korea
| | - Ji Min Sung
- Department of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea,Yonsei‐Cedars‐Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea
| | | | | | | | - Matthew J. Budoff
- Department of MedicineLundquist Institute at Harbor UCLA Medical CenterTorranceCaliforniaUSA
| | - Ilan Gottlieb
- Department of RadiologyCasa de Saude São JoseRio de JaneiroBrazil
| | - Eun Ju Chun
- Seoul National University Bundang HospitalSungnamSouth Korea
| | | | - Erica Maffei
- Department of RadiologyArea Vasta 1/ASUR MarcheUrbinoItaly
| | - Hugo Marques
- UNICA, Unit of Cardiovascular Imaging, Hospital da LuzLisboaPortugal
| | - Pedro de Araújo Gonçalves
- UNICA, Unit of Cardiovascular Imaging, Hospital da LuzLisboaPortugal,Nova Medical SchoolLisbonPortugal
| | - Jonathon A. Leipsic
- Department of Medicine and RadiologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Sang‐Eun Lee
- Yonsei‐Cedars‐Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea,Department of CardiologyEwha Womans University Seoul HospitalSeoulKorea
| | - Sanghoon Shin
- Yonsei‐Cedars‐Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea,Department of CardiologyEwha Womans University Seoul HospitalSeoulKorea
| | - Jung Hyun Choi
- Department of CardiologyPusan University HospitalBusanSouth Korea
| | - Renu Virmani
- Department of PathologyCVPath InstituteGaithersburgMarylandUSA
| | - Habib Samady
- Department of CardiologyEmory University School of MedicineAtlantaGeorgiaUSA
| | | | - Daniel S. Berman
- Department of Imaging and MedicineCedars Sinai Medical CenterLos AngelesCaliforniaUSA
| | - 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 HealthNew YorkNew YorkUSA
| | - Jeroen J. Bax
- Department of CardiologyLeiden University Medical CenterLeidenThe Netherlands
| | - James K. Min
- Department of RadiologyNew York‐Presbyterian Hospital and Weill Cornell MedicineNew YorkNew YorkUSA
| | - Hyuk‐Jae Chang
- Department of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea,Yonsei‐Cedars‐Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of MedicineYonsei University Health SystemSeoulSouth Korea
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21
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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: 8.5] [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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22
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Lee SE, Sung JM, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Chun EJ, Conte E, Gottlieb I, Hadamitzky M, Kim YJ, Lee BK, Leipsic JA, Maffei E, Marques H, de Araújo Gonçalves P, Pontone G, Shin S, Kitslaar PH, Reiber JH, Stone PH, Samady H, Virmani R, Narula J, Berman DS, Shaw LJ, Bax JJ, Lin FY, Min JK, Chang HJ. Association Between Changes in Perivascular Adipose Tissue Density and Plaque Progression. JACC Cardiovasc Imaging 2022; 15:1760-1767. [DOI: 10.1016/j.jcmg.2022.04.016] [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: 08/19/2021] [Revised: 04/11/2022] [Accepted: 04/19/2022] [Indexed: 11/30/2022]
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Wen W, Gao M, Yun M, Meng J, Yu W, Zhu Z, Tian Y, Mou T, Zhang Y, Hacker M, Li S, Yu Y, Li X, Zhang X. In Vivo Coronary 18F-Sodium Fluoride Activity: Correlations With Coronary Plaque Histological Vulnerability and Physiological Environment. JACC. CARDIOVASCULAR IMAGING 2022; 16:508-520. [PMID: 36648038 DOI: 10.1016/j.jcmg.2022.03.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 03/01/2022] [Accepted: 03/04/2022] [Indexed: 01/18/2023]
Abstract
OBJECTIVES This prospective study aimed to evaluate the associations between in vivo coronary 18F-sodium fluoride (18F-NaF) positron emission tomography (PET)/computed tomography (CT) activity and ex vivo histological characteristics, to determine whether coronary 18F-NaF activity is a novel biomarker of plaque pathological vulnerability, and to explore the underlying physiological environment of 18F-NaF adsorption to vascular microcalcification. BACKGROUND 18F-NaF PET/CT is a promising new approach for assessing microcalcification in vascular plaque. METHODS Patients with coronary artery disease (CAD) underwent coronary computed tomography angiography (CTA) and 18F-NaF PET/CT. Histological vulnerability and immunohistochemical characteristics were evaluated in coronary endarterectomy (CE) specimens from patients who underwent coronary artery bypass grafting with adjunctive CE. Correlations between in-vivo coronary 18F-NaF activity with coronary CTA adverse plaque features and with ex vivo CE specimen morphological features, CD68 expression, inflammatory cytokines expression (tumor necrosis factor-α, interleukin-1β), osteogenic differentiation cytokines expression (osteopontin, runt-related transcription factor 2, osteocalcin) were evaluated. High- and low- to medium-risk plaques were defined by standard pathological classification. RESULTS A total of 55 specimens were obtained from 42 CAD patients. Coronary 18F-NaF activity of high-risk specimens was significantly higher than low- to medium-risk specimens (median [25th-75th percentile]: 1.88 [1.41-2.54] vs 1.12 [0.91-1.54]; P < 0.001). Coronary 18F-NaF activity showed high discriminatory accuracy in identifying high-risk plaque (AUC 0.80). Coronary CTA adverse plaque features (positive remodeling, low-attenuation plaque, remodeling index), histologically vulnerable features (large necrotic core, thin-fibro cap, microcalcification), CD68 expression, tumor necrosis factor-α expression, and interleukin-1β expression correlated with coronary 18F-NaF activity (all P < 0.05). No significant association between coronary 18F-NaF activity and osteogenic differentiation cytokines was found (all P > 0.05). CONCLUSIONS Coronary 18F-NaF activity was associated with histological vulnerability, CD68 expression, inflammatory cytokines expression, but not with osteogenic differentiation cytokines expression. 18F-NaF PET/CT imaging may provide a powerful tool for detecting high-risk coronary plaque and could improve the risk stratification of CAD patients.
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Affiliation(s)
- Wanwan Wen
- Department of Nuclear Medicine, Molecular Imaging Lab, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Mingxin Gao
- Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Mingkai Yun
- Department of Nuclear Medicine, Molecular Imaging Lab, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Jingjing Meng
- Department of Nuclear Medicine, Molecular Imaging Lab, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Wenyuan Yu
- Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Ziwei Zhu
- Department of Nuclear Medicine, Molecular Imaging Lab, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Yi Tian
- Department of Nuclear Medicine, Molecular Imaging Lab, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Tiantian Mou
- Department of Nuclear Medicine, Molecular Imaging Lab, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Yandong Zhang
- Department of Pathology, Institute of Basic Medical Sciences, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Marcus Hacker
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-guided Therapy, Vienna General Hospital, Medical University of Vienna, Vienna, Austria
| | - Sijin Li
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Yang Yu
- Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
| | - Xiang Li
- Department of Nuclear Medicine, Molecular Imaging Lab, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Division of Nuclear Medicine, Department of Biomedical Imaging and Image-guided Therapy, Vienna General Hospital, Medical University of Vienna, Vienna, Austria.
| | - Xiaoli Zhang
- Department of Nuclear Medicine, Molecular Imaging Lab, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
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24
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Pezel T, Sideris G, Dillinger JG, Logeart D, Manzo-Silberman S, Cohen-Solal A, Beauvais F, Devasenapathy N, Laissy JP, Henry P. Coronary Computed Tomography Angiography Analysis of Calcium Content to Identify Non-culprit Vulnerable Plaques in Patients With Acute Coronary Syndrome. Front Cardiovasc Med 2022; 9:876730. [PMID: 35498013 PMCID: PMC9051337 DOI: 10.3389/fcvm.2022.876730] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 03/22/2022] [Indexed: 12/26/2022] Open
Abstract
Background Aside from the culprit plaque, the presence of vulnerable plaques in patients with acute coronary syndrome (ACS) may be associated with future cardiac events. A link between calcification and plaque rupture has been previously described. Aim To assess whether analysis of the calcium component of coronary plaques using CT angiography, coronary computed tomographic angiography (CCTA) can help to detect additional vulnerable plaques in patients with non-ST elevation myocardial infarction (NSTEMI). Materials And Methods Cross sectional study of consecutive patients referred for NSTEMI from 30 July to 30 August 2018 with CCTA performed before coronary angiography with systematic optical coherence tomography (OCT) analysis of all coronary arteries within 24 h of clinical onset of NSTEMI. Three types of plaques were defined: culprit plaques defined by angiography (vulnerable culprit plaques–VCP) – plaques with a fibrous cap thickness < 65 microns or thrombus in OCT (vulnerable non-culprit plaque–VNCP) – plaques with a fibrous cap thickness ≥ 65 microns in OCT (stable plaque–SP). Results A total of 134 calcified plaques were identified in 29 patients (73% male, 59 ± 14 years) with 29(22%) VCP, 28(21%) VNCP and 77(57%) SP. Using CCTA analysis of the calcium component, factors associated with vulnerable plaques were longer calcification length, larger calcification volume, lower calcium mass, higher Agatston score plaque-specific (ASp), presence of spotty calcifications and an intimal position in the wall. In multivariate analysis, ASp, calcification length and spotty calcifications were independently associated to vulnerable plaques. There was no difference between VCP and VNCP. Conclusions CCTA analysis of calcium component of the plaque could help to identify additional vulnerable plaques in NSTEMI patients.
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Affiliation(s)
- Théo Pezel
- Department of Cardiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
- Department of Radiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
- *Correspondence: Théo Pezel,
| | - Georgios Sideris
- Department of Cardiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
| | - Jean-Guillaume Dillinger
- Department of Cardiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
| | - Damien Logeart
- Department of Cardiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
| | - Stéphane Manzo-Silberman
- Department of Cardiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
| | - Alain Cohen-Solal
- Department of Cardiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
| | - Florence Beauvais
- Department of Cardiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
| | | | - Jean-Pierre Laissy
- Department of Radiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
| | - Patrick Henry
- Department of Cardiology, Lariboisiere Hospital, Assistance Publique – Hôpitaux de Paris (APHP), University of Paris, Paris, France
- Patrick Henry,
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25
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Kim CH, Yang S, Zhang J, Lee JM, Hoshino M, Murai T, Hwang D, Shin ES, Doh JH, Nam CW, Wang J, Chen SL, Tanaka N, Matsuo H, Akasaka T, Kakuta T, Koo BK. Differences in Plaque Characteristics and Myocardial Mass. JACC: ASIA 2022; 2:157-167. [PMID: 36339124 PMCID: PMC9627886 DOI: 10.1016/j.jacasi.2021.11.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 11/15/2021] [Accepted: 11/17/2021] [Indexed: 12/05/2022]
Abstract
Background The mechanism of the fractional flow reserve (FFR) difference according to sex has not been clearly understood. Objectives This study sought to evaluate sex differences in coronary stenosis, plaque characteristics, and left ventricular (LV) mass and their implications for physiological significance. Methods This was a post hoc analysis of a pooled population of multicenter, international prospective cohorts. Patients (166 women and 489 men) underwent coronary computed tomography angiography (CCTA) within 90 days before invasive FFR measurements were included. The minimal lumen area, percent of plaque burden, whole vessel plaque volume by composition, high-risk plaque characteristics, and LV mass were analyzed from CCTA images. Results Among 1,188 vessels analyzed, the FFR value was higher in women than that in men (0.85 ± 0.13 vs 0.82 ± 0.14; P = 0.001) despite a similar percentage of diameter stenosis between the sexes (45.9% ± 18.9% vs 46.1% ± 17.7%; P = 0.920). The composition of fibrofatty plaque + necrotic core (13.1% ± 16.9% vs 21.2% ± 19.9%; P < 0.001) and frequencies of low attenuation plaque (12.7% vs 24.5%; P < 0.001) and positive remodeling (33.8% vs 45.5%; P = 0.001) were lower in women than in men. Vessel, plaque, and lumen volumes were significantly smaller in women than that in men (all P < 0.001); however, no sex difference was observed in any of these parameters after adjustment for LV mass (all P > 0.10). Sex was not an independent predictor of the FFR value after adjustment for stenosis severity, plaque characteristics, and LV mass. Conclusions Higher FFR values for the same stenosis severity in women can be explained by fewer high-risk plaque characteristics and smaller myocardial mass in women than that in men. (CCTA-FFR Registry for Risk Prediction; NCT04037163)
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Williams MC, Earls JP, Hecht H. Quantitative assessment of atherosclerotic plaque, recent progress and current limitations. J Cardiovasc Comput Tomogr 2022; 16:124-137. [PMID: 34326003 DOI: 10.1016/j.jcct.2021.07.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 06/29/2021] [Accepted: 07/09/2021] [Indexed: 12/11/2022]
Abstract
An important advantage of computed tomography coronary angiography (CCTA) is its ability to visualize the presence and severity of atherosclerotic plaque, rather than just assessing coronary artery stenoses. Until recently, assessment of plaque subtypes on CCTA relied on visual assessment of the extent of calcified/non-calcified plaque, or visually identifying high-risk plaque characteristics. Recent software developments facilitate the quantitative assessment of plaque volume or burden on CCTA, and the identification of subtypes of plaque based on their attenuation density. These techniques have shown promise in single and multicenter studies, demonstrating that the amount and type of plaque are associated with subsequent cardiac events. However, there are a number of limitations to the application of these techniques, including the limitations imposed by the spatial resolution of current CT scanners, challenges from variations between reconstruction algorithms, and the additional time to perform these assessments. At present, these are a valuable research technique, but not yet part of routine clinical practice. Future advances that improve CT resolution, standardize acquisition techniques and reconstruction algorithms and automate image analysis will improve the clinical utility of these techniques. This review will discuss the technical aspects of quantitative plaque analysis and present pro and con arguments for the routine use of quantitative plaque analysis on CCTA.
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Affiliation(s)
- Michelle C Williams
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK.
| | - James P Earls
- George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Harvey Hecht
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Detection of Vulnerable Coronary Plaques Using Invasive and Non-Invasive Imaging Modalities. J Clin Med 2022; 11:jcm11051361. [PMID: 35268451 PMCID: PMC8911129 DOI: 10.3390/jcm11051361] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 02/11/2022] [Accepted: 02/25/2022] [Indexed: 11/16/2022] Open
Abstract
Acute coronary syndrome (ACS) mostly arises from so-called vulnerable coronary plaques, particularly prone for rupture. Vulnerable plaques comprise a specific type of plaque, called the thin-cap fibroatheroma (TFCA). A TCFA is characterized by a large lipid-rich necrotic core, a thin fibrous cap, inflammation, neovascularization, intraplaque hemorrhage, microcalcifications or spotty calcifications, and positive remodeling. Vulnerable plaques are often not visible during coronary angiography. However, different plaque features can be visualized with the use of intracoronary imaging techniques, such as intravascular ultrasound (IVUS), potentially with the addition of near-infrared spectroscopy (NIRS), or optical coherence tomography (OCT). Non-invasive imaging techniques, such as computed tomography coronary angiography (CTCA), cardiovascular magnetic resonance (CMR) imaging, and nuclear imaging, can be used as an alternative for these invasive imaging techniques. These invasive and non-invasive imaging modalities can be implemented for screening to guide primary or secondary prevention therapies, leading to a more patient-tailored diagnostic and treatment strategy. Systemic pharmaceutical treatment with lipid-lowering or anti-inflammatory medication leads to plaque stabilization and reduction of cardiovascular events. Additionally, ongoing studies are investigating whether modification of vulnerable plaque features with local invasive treatment options leads to plaque stabilization and subsequent cardiovascular risk reduction.
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28
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OUP accepted manuscript. Eur Heart J Cardiovasc Imaging 2022; 23:1171-1179. [DOI: 10.1093/ehjci/jeac029] [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: 04/06/2021] [Indexed: 11/13/2022] Open
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29
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OUP accepted manuscript. Eur Heart J Cardiovasc Imaging 2022; 23:1482-1491. [DOI: 10.1093/ehjci/jeac044] [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: 05/29/2021] [Indexed: 11/13/2022] Open
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30
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Takagi H, Leipsic JA, Indraratna P, Gulsin G, Khasanova E, Tzimas G, Lin FY, Shaw LJ, Lee SE, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, Marques H, de Araújo Gonçalves P, Gottlieb I, Hadamitzky M, Maffei E, Pontone G, Shin S, Kim YJ, Lee BK, Chun EJ, Sung JM, Virmani R, Samady H, Stone PH, Berman DS, Narula J, Bax JJ, Chang HJ. Association of Tube Voltage With Plaque Composition on Coronary CT Angiography: Results From PARADIGM Registry. JACC Cardiovasc Imaging 2021; 14:2429-2440. [PMID: 34419398 DOI: 10.1016/j.jcmg.2021.07.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 11/16/2022]
Abstract
OBJECTIVES This study sought to investigate the impact of low tube voltage scanning heterogeneity of coronary luminal attenuation on plaque quantification and characterization with coronary computed tomography angiography (CCTA). BACKGROUND The impact of low tube voltage and coronary luminal attenuation on quantitative coronary plaque remains uncertain. METHODS A total of 1,236 consecutive patients (age: 60 ± 9 years; 41% female) who underwent serial CCTA at an interval of ≥2 years were included from an international registry. Patients with prior revascularization or nonanalyzable coronary CTAs were excluded. Total coronary plaque volume was assessed and subclassified based on specific Hounsfield unit (HU) threshold: necrotic core, fibrofatty plaque, and fibrous plaque and dense calcium. Luminal attenuation was measured in the aorta. RESULTS With increasing luminal HU (<350, 350-500, and >500 HU), percent calcified plaque was increased (16%, 27%, and 40% in the median; P < 0.001), and fibrofatty plaque (26%, 13%, and 4%; P < 0.001) and necrotic core (1.6%, 0.3%, and 0.0%; P < 0.001) were decreased. Higher tube voltage scanning (80, 100, and 120 kV) resulted in decreasing luminal attenuation (689 ± 135, 497 ± 89, and 391 ± 73 HU; P < 0.001) and calcified plaque volume (59%, 34%, and 23%; P < 0.001) and increased fibrofatty plaque (3%, 9%, and 18%; P < 0.001) and necrotic core (0.2%, 0.1%, and 0.6%; P < 0.001). Mediation analysis showed that the impact of 100 kV on plaque composition, compared with 120 kV, was primarily caused by an indirect effect through blood pool attenuation. Tube voltage scanning of 80 kV maintained a direct effect on fibrofatty plaque and necrotic core in addition to an indirect effect through the luminal attenuation. CONCLUSIONS Low tube voltage usage affected plaque morphology, mainly through an increase in luminal HU with a resultant increase in calcified plaque and a reduction in fibrofatty and necrotic core. These findings should be considered as CCTA-based plaque measures are being used to guide medical management and, in particular, when being used as a measure of treatment response. (Progression of Atherosclerotic Plaque Determined by Computed Tomographic Angiography Imaging [PARADIGM]; NCT02803411).
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Affiliation(s)
- Hidenobu Takagi
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada; Department of Diagnostic Radiology, Tohoku University Hospital, Miyagi, Japan
| | - Jonathon A Leipsic
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada.
| | - Praveen Indraratna
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Gaurav Gulsin
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Elina Khasanova
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Georgios Tzimas
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Fay Y Lin
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, USA
| | - Leslee J Shaw
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, USA
| | - Sang-Eun Lee
- Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Seoul, Korea; Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea
| | - Daniele Andreini
- Centro Cardiologico Monzino, Istituto di Ricovero e Cura a Carattere (IRCCS) Milan, Italy
| | - Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Texas, USA
| | - Matthew J Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, California, USA
| | | | - Kavitha Chinnaiyan
- Department of Cardiology, William Beaumont Hospital, Royal Oak, Mississippi, USA
| | | | - Edoardo Conte
- Centro Cardiologico Monzino, Istituto di Ricovero e Cura a Carattere (IRCCS) Milan, Italy
| | - Hugo Marques
- Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal
| | - Pedro de Araújo Gonçalves
- Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal; Nova Medical School, Lisboa, Portugal
| | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - Erica Maffei
- Department of Radiology, Area Vasta 1/Azienda Sanitaria Unica Regionale Marche, Urbino, Italy
| | - Gianluca Pontone
- Centro Cardiologico Monzino, Istituto di Ricovero e Cura a Carattere (IRCCS) Milan, 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
- Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, Maryland, USA
| | - Habib Samady
- Division of Cardiology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Peter H Stone
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, California, 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
| | - Jeroen J Bax
- Department of Cardiology, Heart Lung Center, Leiden University Medical Center, Leiden, the Netherlands
| | - Hyuk-Jae Chang
- Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
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Motoyama S, Nagahara Y, Sarai M, Kawai H, Miyajima K, Sato Y, Matsumoto R, Takahashi H, Naruse H, Ishii J, Ozaki Y, Izawa H. Effect of Omega-3 Fatty Acids on Coronary Plaque Morphology - A Serial Computed Tomography Angiography Study. Circ J 2021; 86:831-842. [PMID: 34776470 DOI: 10.1253/circj.cj-21-0615] [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] [Indexed: 11/09/2022]
Abstract
BACKGROUND Omega-3 fatty acids have been proposed to be useful in the prevention of cardiac events. High-risk plaque (HRP) and plaque progression on serial coronary computed tomography angiography (CTA) have been suggested to be the predecessor of acute coronary syndrome (ACS). The purpose of this study was to investigate whether addition of omega-3 fatty acids to statin therapy for secondary prevention would lead to change in plaque characteristics detected by using serial CTA.Methods and Results:This study enrolled 210 patients with ACS: no eicosapentaenoic acid (EPA)/ docosahexaenoic acid (DHA; EPA/DHA), low-dose EPA+DHA, high-dose EPA+DHA, and high-dose EPA alone. HRP was significantly more frequent in patients with plaque progression (P=0.0001). There was a significant interaction between plaque progression and EPA dose regardless of the DHA dose; 20.3% in EPA-none (no EPA/DHA), 15.7% in EPA-low (low-dose EPA+DHA), and 5.6% in EPA-high (high-dose EPA+DHA and high-dose EPA alone). On multivariate logistic regression analysis, HRP (OR 6.44, P<0.0001), EPA-high (OR 0.13, P=0.0004), and Rosvastatin (OR 0.24, P=0.0079) were the independent predictors for plaque progression. In quantitative analyses (n=563 plaques), the interval change of low attenuation plaque (LAP) volume was significantly different based on EPA dose; LAP was significantly increased in the EPA-none group and significantly decreased in the EPA-high group. CONCLUSIONS In patients with ACS, addition of high-dose EPA (EPA-high) to statin therapy, compared to statin therapy without EPA, was associated with a lower rate of plaque progression.
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Affiliation(s)
| | | | | | - Hideki Kawai
- Department of Cardiology, Fujita Health University
| | | | | | | | | | | | | | - Yukio Ozaki
- Department of Cardiology, Fujita Health University
| | - Hideo Izawa
- Department of Cardiology, Fujita Health University
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Plaque Character and Progression According to the Location of Coronary Atherosclerotic Plaque. Am J Cardiol 2021; 158:15-22. [PMID: 34465463 DOI: 10.1016/j.amjcard.2021.07.040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 07/12/2021] [Accepted: 07/16/2021] [Indexed: 01/08/2023]
Abstract
Although acute coronary syndrome culprit lesions occur more frequently in the proximal coronary artery, whether the proximal clustering of high-risk plaque is reflected in earlier-stage atherosclerosis remains unclarified. We evaluated the longitudinal distribution of stable atherosclerotic lesions on coronary computed tomography angiography (CCTA) in 1,478 patients (mean age, 61 years; men, 58%) enrolled from a prospective multinational registry of consecutive patients undergoing serial CCTA. Of 3,202 coronary artery lesions identified, 2,140 left lesions were classified (based on the minimal lumen diameter location) into left main (LM, n = 128), proximal (n = 739), and other (n = 1,273), and 1,062 right lesions were classified into proximal (n = 355) and other (n = 707). Plaque volume (PV) was the highest in proximal lesions (median, 26.1 mm3), followed by LM (20.6 mm3) and other lesions (15.0 mm3, p <0.001), for left lesions, and was lager in proximal (25.8 mm3) than in other lesions (15.2 mm3, p <0.001) for right lesions. On both sides, proximally located lesions tended to have greater necrotic core and fibrofatty components than other lesions (left: LM, 10.6%; proximal, 5.8%; other, 3.4% of the total PV, p <0.001; right: proximal, 8.4%; other 3.1%, p <0.001), with less calcified plaque component (left: LM, 18.3%; proximal, 30.3%; other, 37.7%, p <0.001; right: proximal, 23.3%, other, 36.6%, p <0.001), and tended to progress rapidly (adjusted odds ratios: left: LM, reference; proximal, 0.95, p = 0.803; other, 0.64, p = 0.017; right: proximal, reference; other, 0.52, p <0.001). Proximally located plaques were larger, with more risky composition, and progressed more rapidly.
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Ben Zekry S, Sreedharan S, Han D, Sellers S, Ahmadi AA, Blanke P, Hadamitzky M, Kim YJ, Conte E, Andreini D, Pontone G, Budoff MJ, Gottlieb I, Lee BK, Chun EJ, Cademartiri F, Maffei E, Marques H, Shin S, Choi JH, Virmani R, Samady H, Stone PH, Berman DS, Narula J, Shaw LJ, Bax JJ, Leipsic J, Chang HJ. Comparison of coronary atherosclerotic plaque progression in East Asians and Caucasians by serial coronary computed tomographic angiography: A PARADIGM substudy. J Cardiovasc Comput Tomogr 2021; 16:222-229. [PMID: 34736879 DOI: 10.1016/j.jcct.2021.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 09/28/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVES To investigate potential differences in plaque progression (PP) between in East Asians and Caucasians as well as to determine clinical predictors of PP in East Asians. BACKGROUND Studies have demonstrated differences in cardiovascular risk factors as well as plaque burden and progression across different ethnic groups. METHODS The study comprised 955 East Asians (age 60.4 ± 9.3 years, 50.9% males) and 279 Caucasians (age 60.4 ± 8.6 years, 74.5% males) who underwent two serial coronary computed tomography angiography (CCTA) studies over a period of at least 24 months. Patients were enrolled and analyzed from the PARADIGM (Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography IMaging) registry. After propensity-score matching, plaque composition and progression were compared between East Asian and Caucasian patients. Within East Asians, the plaque progression group (defined as plaque volume at follow-up CCTA minus plaque volume at baseline CCTA> 0) was compared to the no PP group to determine clinical predictors for PP in East Asians. RESULTS In the matched cohort, baseline volumes of total plaque as well as all plaque subtypes were comparable. There was a trend towards increased annualized plaque progression among East Asians compared to Caucasians (18.3 ± 24.7 mm3/year vs 16.6 mm3/year, p = 0.054). Among East Asians, 736 (77%) had PP. East Asians with PP had more clinical risk factors and higher plaque burden at baseline (normalized total plaque volume of144.9 ± 233.3 mm3 vs 36.6 ± 84.2 mm3 for PP and no PP, respectively, p < 0.001). Multivariate logistic regression analysis showed that baseline normalized plaque volume (OR: 1.10, CI: 1.10-1.30, p < 0.001), age (OR: 1.02, CI: 1.00-1.04, p = 0.023) and body mass index (OR: 2.24, CI: 1.01-1.13, p = 0.024) were all predictors of PP in East Asians. Clinical events, driven mainly by percutaneous coronary intervention, were higher among the PP group with a total of 124 (16.8%) events compared to 22 (10.0%) in the no PP group (p = 0.014). CONCLUSION East Asians and Caucasians had comparable plaque composition and progression. Among East Asians, the PP group had a higher baseline plaque burden which was associated with greater PP and increased clinical events.
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Affiliation(s)
- Sagit Ben Zekry
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, BC, Canada
| | - Subhashaan Sreedharan
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, BC, Canada
| | - Donghee Han
- Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Stephanie Sellers
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, BC, Canada; Centre for Heart Lung Innovation, St. Paul's Hospital and University of British Columbia, Vancouver, BC, Canada
| | - Amir A Ahmadi
- Centre for Heart Lung Innovation, St. Paul's Hospital and University of British Columbia, Vancouver, BC, Canada; Icahn School of Medicine at Mt. Sinai Hospital, New York, NY, USA
| | - Philipp Blanke
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, BC, Canada
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - Yong-Jin Kim
- Seoul National University Hospital, Seoul, South Korea
| | | | | | | | - Matthew J Budoff
- Department of Medicine, Harbor UCLA Medical Center, Los Angeles, CA, USA
| | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil
| | - Byoung Kwon Lee
- Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Eun Ju Chun
- Seoul National University Bundang Hospital, Bundang, South Korea
| | | | - Erica Maffei
- Department of Radiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | | | - Sanghoon Shin
- National Health Insurance Service Ilsan Hospital, South Korea
| | | | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, MD, USA
| | - Habib Samady
- Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA
| | - Peter H Stone
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Daniel S Berman
- Department of Imaging, Cedars-Sinai Medical Center, Cedars-Sinai Heart Institute, Los Angeles, CA, USA
| | - Jagat Narula
- Icahn School of Medicine at Mt. Sinai Hospital, New York, NY, USA; Zena and Michael A. Wiener Cardiovascular Institute, Marie-Josee and Henry R. Kravis Center for Cardiovascular Health, New York, NY, USA
| | | | - Jeroen J Bax
- Department of Cardiology, Heart Lung Center, Leiden University Medical Center, Leiden, the Netherlands
| | - Jonathon Leipsic
- Department of Radiology, St. Paul's Hospital and University of British Columbia, Vancouver, BC, Canada; Centre for Heart Lung Innovation, St. Paul's Hospital and University of British Columbia, Vancouver, BC, Canada.
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative Cardiovascular Imaging Center, Yonsei University College of Medicine, Seoul, South Korea
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Bax AM, van Rosendael AR, Ma X, van den Hoogen IJ, Gianni U, Tantawy SW, Hollenberg EJ, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, Marques H, de Araújo Gonçalves P, Gottlieb I, Hadamitzky M, Leipsic JA, Maffei E, Pontone G, Shin S, Kim YJ, Lee BK, Chun EJ, Sung JM, Lee SE, Virmani R, Samady H, Stone PH, Berman DS, Min JK, Narula J, Lin FY, Chang HJ, Shaw LJ. Comparative differences in the atherosclerotic disease burden between the epicardial coronary arteries: quantitative plaque analysis on coronary computed tomography angiography. Eur Heart J Cardiovasc Imaging 2021; 22:322-330. [PMID: 33215192 DOI: 10.1093/ehjci/jeaa275] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 09/18/2020] [Indexed: 12/14/2022] Open
Abstract
AIMS Anatomic series commonly report the extent and severity of coronary artery disease (CAD), regardless of location. The aim of this study was to evaluate differences in atherosclerotic plaque burden and composition across the major epicardial coronary arteries. METHODS AND RESULTS A total of 1271 patients (age 60 ± 9 years; 57% men) with suspected CAD prospectively underwent coronary computed tomography angiography (CCTA). Atherosclerotic plaque volume was quantified with categorization by composition (necrotic core, fibrofatty, fibrous, and calcified) based on Hounsfield Unit density. Per-vessel measures were compared using generalized estimating equation models. On CCTA, total plaque volume was lowest in the LCx (10.0 ± 29.4 mm3), followed by the RCA (32.8 ± 82.7 mm3; P < 0.001), and LAD (58.6 ± 83.3 mm3; P < 0.001), even when correcting for vessel length or volume. The prevalence of ≥2 high-risk plaque features, such as positive remodelling or spotty calcification, occurred less in the LCx (3.8%) when compared with the LAD (21.4%) or RCA (10.9%, P < 0.001). In the LCx, the most stenotic lesion was categorized as largely calcified more often than in the RCA and LAD (55.3% vs. 39.4% vs. 32.7%; P < 0.001). Median diameter stenosis was also lowest in the LCx (16.2%) and highest in the LAD (21.3%; P < 0.001) and located more distal along the LCx when compared with the RCA and LAD (P < 0.001). CONCLUSION Atherosclerotic plaque, irrespective of vessel volume, varied across the epicardial coronary arteries; with a significantly lower burden and different compositions in the LCx when compared with the LAD and RCA. These volumetric and compositional findings support a diverse milieu for atherosclerotic plaque development and may contribute to a varied acute coronary risk between the major epicardial coronary arteries.
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Affiliation(s)
- A Maxim Bax
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Alexander R van Rosendael
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA.,Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Xiaoyue Ma
- Department of Healthcare Policy and Research, New York-Presbyterian Hospital and the Weill Cornell Medical College, New York, NY, USA
| | - Inge J van den Hoogen
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA.,Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Umberto Gianni
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Sara W Tantawy
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Emma J Hollenberg
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Daniele Andreini
- Department of Medicine, Centro Cardiologico Monzino, IRCCS, Milan, Italy
| | - Mouaz H Al-Mallah
- Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, 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
| | | | - Jung Hyun Choi
- Division of Cardiology, Department of Internal Medicine, Pusan University Hospital, Busan, South Korea
| | - Edoardo Conte
- Department of Medicine, Centro Cardiologico Monzino, IRCCS, Milan, Italy
| | - Hugo Marques
- Department of Radiology,UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Nova Medical School, Lisboa, Portugal
| | - Pedro de Araújo Gonçalves
- Department of Radiology,UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Nova Medical School, Lisboa, Portugal.,Department of Cardiology, NOVA Medical School, Lisboa, Portugal
| | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center, Munich, Germany
| | - 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
| | - Gianluca Pontone
- Department of Medicine, Centro Cardiologico Monzino, IRCCS, Milan, Italy
| | - Sanghoon Shin
- Division of Cardiology, Department of Internal Medicine, Ewha Woman's 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
- Division of Cardiology, Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Eun Ju Chun
- Department of Radiology, 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.,Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Sang-Eun Lee
- Division of Cardiology, Department of Internal Medicine, Ewha Woman's University Seoul Hospital, Seoul, Korea.,Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, MD, USA
| | - Habib Samady
- Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA
| | - Peter H Stone
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | | | - Jagat Narula
- Department of Cardiology, 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, NY, USA
| | - Fay Y Lin
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea.,Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Leslee J Shaw
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
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Yang S, Lee JM, Hoshino M, Murai T, Choi KH, Hwang D, Kim KJ, Shin ES, Doh JH, Chang HJ, Nam CW, Zhang J, Wang J, Chen SL, Tanaka N, Matsuo H, Akasaka T, Kakuta T, Koo BK. Prognostic Implications of Comprehensive Whole Vessel Plaque Quantification Using Coronary Computed Tomography Angiography. JACC. ASIA 2021; 1:37-48. [PMID: 36338359 PMCID: PMC9627853 DOI: 10.1016/j.jacasi.2021.05.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 04/21/2021] [Accepted: 05/03/2021] [Indexed: 06/16/2023]
Abstract
BACKGROUND The prognostic value of whole vessel plaque quantification has not been fully understood. OBJECTIVES We aimed to investigate the clinical relevance of whole vessel plaque quantification on coronary computed tomography angiography. METHODS In a total of 1,013 vessels with fractional flow reserve (FFR) measurement and available coronary computed tomography angiography, high-risk plaque characteristics (HRPC) included minimum lumen area <4 mm2, plaque burden ≥70%, low attenuation plaque, positive remodeling, spotty calcification, and napkin-ring sign; and high-risk vessel characteristics (HRVC) included total plaque volume ≥306.5 mm3, fibrofatty and necrotic core volume ≥4.46 mm3, or percent total atheroma volume ≥32.2% in a target vessel, based on corresponding optimal cutoff values. Survival analysis for vessel-oriented composite outcome (VOCO) (a composite of cardiac death, target vessel myocardial infarction, or target vessel revascularization) at 5 years was performed using marginal Cox proportional hazard models. RESULTS Whole vessel plaque quantification had incremental predictability in addition to % diameter stenosis and HRPC (P < 0.001) in predicting FFR ≤0.80. Among 517 deferred vessels based on FFR >0.80, the number of HRVC was significantly associated with the risk of VOCO (HR: 2.54; 95% CI: 1.77-3.64) and enhanced the predictability for VOCO of % diameter stenosis and the number of HRPC (P < 0.001). In a landmark analysis at 2 years, the number of HRVC showed sustained prognostic implications beyond 2 years, but the number of HRPC did not. CONCLUSIONS Whole vessel plaque quantification can provide incremental predictability for low FFR and additive prognostic value in deferred vessels with high FFR over anatomical severity and lesion plaque characteristics. (CCTA-FFR Registry for Risk Prediction; NCT04037163).
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Affiliation(s)
- Seokhun Yang
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - Joo Myung Lee
- Division of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Masahiro Hoshino
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Tadashi Murai
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Ki Hong Choi
- Division of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Doyeon Hwang
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - Kyung-Jin Kim
- Department of Internal Medicine, Ewha Womans University Medical Center, Ewha Womans University School of Medicine, Seoul, Korea
| | - Eun-Seok Shin
- Department of Cardiology, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea and Division of Cardiology, Ulsan Hospital, Ulsan, Korea
| | - Joon-Hyung Doh
- Department of Medicine, Inje University Ilsan Paik Hospital, Goyang, Korea
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, Korea
| | - Chang-Wook Nam
- Department of Medicine, Keimyung University Dongsan Medical Center, Daegu, Korea
| | - Jinlong Zhang
- Department of Cardiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, China
| | - Jianan Wang
- Department of Cardiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, China
| | - Shao-Liang Chen
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Nobuhiro Tanaka
- Department of Cardiology, Tokyo Medical University, Tokyo, Japan
| | - Hitoshi Matsuo
- Department of Cardiology, Gifu Heart Center, Gifu, Japan
| | | | - Tsunekazu Kakuta
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Bon-Kwon Koo
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
- Institute on Aging, Seoul National University, Seoul, Korea
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36
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Benjamin MM, Rabbat MG. Machine learning-based advances in coronary computed tomography angiography. Quant Imaging Med Surg 2021; 11:2208-2213. [PMID: 34079695 DOI: 10.21037/qims-21-99] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Mina M Benjamin
- Department of Cardiology, Loyola University Medical Center, Maywood, Illinois, USA
| | - Mark G Rabbat
- Department of Cardiology, Loyola University Medical Center, Maywood, Illinois, USA
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37
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Characteristic findings of microvascular dysfunction on coronary computed tomography angiography in patients with intermediate coronary stenosis. Eur Radiol 2021; 31:9198-9210. [PMID: 34009414 DOI: 10.1007/s00330-021-07909-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 02/19/2021] [Accepted: 03/18/2021] [Indexed: 12/16/2022]
Abstract
OBJECTIVES We aimed to assess the prevalence of coexistence of coronary microvascular dysfunction (CMD) in patients with intermediate epicardial stenosis and to explore coronary computed tomography angiography (CCTA)-derived lesion-, vessel-, and cardiac fat-related characteristic findings associated with CMD. METHODS A retrospective cross-sectional single-center study included a total of 177 patients with intermediate stenosis in the left anterior descending artery (LAD) who underwent CCTA and invasive physiological measurements. The 320-slice CCTA analysis included qualitative and quantitative assessments of plaque, vessel, epicardial fat volume (ECFV) and epicardial fat attenuation (ECFA), and pericoronary fat attenuation (FAI). CMD was defined by the index of microcirculatory resistance (IMR) ≥ 25. RESULTS In the entire cohort, median fractional flow reserve (FFR) and median IMR values were 0.77 (0.69-0.84) and 19.0 (13.7-27.7), respectively. The prevalence of CMD was 32.8 % (58/177) in the total cohort. The coexistence of CMD and functionally significant stenosis was 34.3 % (37/108), whereas CMD in nonsignificant intermediate stenosis was 30.4 % (21/69). CMD was significantly associated with greater lumen volume (p = 0.031), greater fibrofatty and necrotic component (FFNC) volume (p = 0.030), and greater ECFV (p = 0.030), but not with FAI (p = 0.832) and ECFA (p = 0.445). On multivariable logistic regression analysis, vessel volume, vessel lumen volume, lesion remodeling index, ECFV, and lesion FFNC volume were independent predictors of CMD. CONCLUSIONS The prevalence of CMD was about one-third in patients with intermediate stenosis in LAD regardless of the presence or absence of functional stenosis significance. The integrated CCTA assessment may help in the identification of CMD. KEY POINTS • The coexistence of coronary microvascular dysfunction (CMD) and functionally significant stenosis was 34.3 %, whereas CMD in nonsignificant intermediate stenosis was 30.4 %. • Coronary computed tomography angiography (CCTA)-derived CMD characteristics were vessel volume, vessel lumen volume, remodeling index, epicardial fat volume, and fibrofatty necrotic core volume. • Integrated CCTA assessment may help identify the coexistence of CMD and epicardial stenosis.
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38
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Lee SE, Sung JM, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Chun EJ, Conte E, Gottlieb I, Hadamitzky M, Kim YJ, Lee BK, Leipsic JA, Maffei E, Marques H, de Araújo Gonçalves P, Pontone G, Shin S, Stone PH, Samady H, Virmani R, Narula J, Berman DS, Shaw LJ, Bax JJ, Lin FY, Min JK, Chang HJ. Association between Aortic Valve Calcification Progression and Coronary Atherosclerotic Plaque Volume Progression in the PARADIGM Registry. Radiology 2021; 300:79-86. [PMID: 33973837 DOI: 10.1148/radiol.2021202630] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background Aortic valve calcification (AVC) is a key feature of aortic stenosis, and patients with aortic stenosis often have coronary -artery disease. Therefore, proving the association between the progression of AVC and coronary atherosclerosis could improve follow-up and treatment strategies. Purpose To explore the association between the progression of AVC and the progression of total and plaque volume composition from a large multicenter registry of serial coronary CT angiographic examinations. Materials and Methods A prospective multinational registry (PARADIGM) of consecutive participants who underwent serial coronary CT angiography at intervals of every 2 years or more was performed (January 2003-December 2015). AVC and the total and plaque volume composition at baseline and follow-up angiography were quantitatively analyzed. Plaque volumes were normalized by using the mean total analyzed vessel length of the study population. Multivariable linear mixed-effects models were constructed. Results Overall, 594 participants (mean age ± standard deviation, 62 years ± 10; 330 men) were included (mean interval between baseline and follow-up angiography, 3.9 years ± 1.5). At baseline, the AVC score was 31 Agatston units ± 117, and the normalized total plaque volume at baseline was 122 mm3 ± 219. After adjustment for age, sex, clinical risk factors, and medication use, AVC was independently associated with total plaque volume (standardized β = 0.24; 95% CI: 0.16, 0.32; P < .001) and both calcified (β = 0.26; 95% CI: 0.18, 0.34; P < .001) and noncalcified (β = 0.17; 95% CI: 0.08, 0.25; P < .001) plaque volumes at baseline. The progression of AVC was associated with the progression of total plaque volume (β = 0.13; 95% CI: 0.03, 0.22; P = .01), driven solely by calcified plaque volume (β = 0.24; 95% CI: 0.14, 0.34; P < .001) but not noncalcified plaque volumes (β = -0.06; 95% CI: -0.14, 0.03; P = .17). Conclusion The overall burden of coronary atherosclerosis was associated with aortic valve calcification at baseline. However, the progression of aortic valve calcification was associated with only the progression of calcified plaque volume but not with the -progression of noncalcified plaque volume. Clinical trial registration no. NCT02803411 © RSNA, 2021 See also the editorial by Sinitsyn in this issue.
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Affiliation(s)
- Sang-Eun Lee
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Ji Min Sung
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Daniele Andreini
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Mouaz H Al-Mallah
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Matthew J Budoff
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Filippo Cademartiri
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Kavitha Chinnaiyan
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Jung Hyun Choi
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Eun Ju Chun
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Edoardo Conte
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Ilan Gottlieb
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Martin Hadamitzky
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Yong Jin Kim
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Byoung Kwon Lee
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Jonathon A Leipsic
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Erica Maffei
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Hugo Marques
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Pedro de Araújo Gonçalves
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Gianluca Pontone
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Sanghoon Shin
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Peter H Stone
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Habib Samady
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Renu Virmani
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Jagat Narula
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Daniel S Berman
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Leslee J Shaw
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Jeroen J Bax
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Fay Y Lin
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - James K Min
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
| | - Hyuk-Jae Chang
- From the Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, South Korea (S.E.L.); Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea (S.E.L., J.M.S., H.J.C.); Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea (J.M.S., S.S., H.J.C.); Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.A., E.C., G.P.); Houston Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital, Houston, Tex (M.H.A.); Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, Calif (M.J.B.); Cardiovascular Imaging Unit, SDN IRCCS, Naples, Italy (F.C.); Department of Cardiology, William Beaumont Hospital, Royal Oak, Mich (K.C.); Pusan University Hospital, Busan, South Korea (J.H.C.); Seoul National University Bundang Hospital, Seongnam, South Korea (E.J.C.); Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil (I.G.); Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany (M.H.); Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea (Y.J.K.); Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (B.K.L.); Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada (J.A.L.); Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy (E.M.); UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisbon, Portugal (H.M., P.d.A.G.); Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Mass (P.H.S.); Division of Cardiology, Emory University School of Medicine, Atlanta, Ga (H.S.); Department of Pathology, CVPath Institute, Gaithersburg, Md (R.V.); Icahn School of Medicine at Mount Sinai, New York, NY (J.N.); Department of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, Calif (D.S.B.); Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY (L.J.S., F.Y.L., J.K.M.); Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands (J.J.B.)
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Hoshino M, Zhang J, Sugiyama T, Yang S, Kanaji Y, Hamaya R, Yamaguchi M, Hada M, Misawa T, Usui E, Murai T, Yonetsu T, Lee JM, Koo BK, Sasano T, Kakuta T. Prognostic value of pericoronary inflammation and unsupervised machine-learning-defined phenotypic clustering of CT angiographic findings. Int J Cardiol 2021; 333:226-232. [PMID: 33741428 DOI: 10.1016/j.ijcard.2021.03.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 02/09/2021] [Accepted: 03/10/2021] [Indexed: 01/27/2023]
Abstract
BACKGROUND Pericoronary adipose tissue attenuation expressed by fat attenuation index (FAI) on coronary CT angiography (CCTA) reflects pericoronary inflammation and is associated with cardiac mortality. OBJECTIVE The aim of this study was to define the sub-phenotypes of coronary CCTA-defined plaque and whole vessel quantification by unsupervised machine learning (ML) and its prognostic impact when combined with pericoronary inflammation. METHODS A total of 220 left anterior descending arteries (LAD) with intermediate stenosis who underwent fractional flow reserve (FFR) measurement and CCTA were studied. After removal of outcome and FAI data, the phenotype heterogeneity of CCTA-defined plaque and whole vessel quantification was investigated by unsupervised hierarchical clustering analysis based on Ward's method. Detailed features of CCTA findings were assessed according to the clusters (CS1 and CS2). Major adverse cardiac events (MACE)-free survivals were assessed according to the stratifications by FAI and the clusters. RESULTS Compared with CS2 (n = 119), CS1 (n = 101) were characterized by greater vessel size, increased plaque volume, and high-risk plaque features. FAI was significantly higher in CS1. ROC analyses revealed that best cut-off value of FAI to predict MACE was -73.1. Kaplan-Meier analysis revealed that lesions with FAI ≥ -73.1 had a significantly higher risk of MACE. Multivariate Cox proportional hazards regression analysis revealed that age, FAI ≥ -73.1, and the clusters were independent predictors of MACE. CONCLUSION Unsupervised hierarchical clustering analysis revealed two distinct CCTA-defined subgroups and discriminated by high-risk plaque features and increased FAI. The risk of MACE differs significantly according to the increased FAI and ML-defined clusters.
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Affiliation(s)
- Masahiro Hoshino
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Jinlong Zhang
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Tomoyo Sugiyama
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Seokhun Yang
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Yoshihisa Kanaji
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Rikuta Hamaya
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Masao Yamaguchi
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Masahiro Hada
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Toru Misawa
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Eisuke Usui
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Tadashi Murai
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Taishi Yonetsu
- Department of Cardiovascular Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Joo Myung Lee
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Bon-Kwon Koo
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Tetsuo Sasano
- Department of Cardiovascular Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Tsunekazu Kakuta
- Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan.
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Ha S, Jung S, Park HB, Shin S, Arsanjani R, Hong Y, Lee BK, Jang Y, Jeon B, Park SI, Shim H, Chang HJ. Assessment of Image Quality for Selective Intracoronary Contrast-Injected CT Angiography in a Hybrid Angio-CT System: A Feasibility Study in Swine. Yonsei Med J 2021; 62:200-208. [PMID: 33635009 PMCID: PMC7934100 DOI: 10.3349/ymj.2021.62.3.200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 12/03/2020] [Accepted: 12/14/2020] [Indexed: 11/27/2022] Open
Abstract
PURPOSE To compare image quality in selective intracoronary contrast-injected computed tomography angiography (Selective-CTA) with that in conventional intravenous contrast-injected CTA (IV-CTA). MATERIALS AND METHODS Six pigs (35 to 40 kg) underwent both IV-CTA using an intravenous injection (60 mL) and Selective-CTA using an intracoronary injection (20 mL) through a guide-wire during/after percutaneous coronary intervention. Images of the common coronary artery were acquired. Scans were performed using a combined machine comprising an invasive coronary angiography suite and a 320-channel multi-slice CT scanner. Quantitative image quality parameters of CT attenuation, image noise, signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), mean lumen diameter (MLD), and mean lumen area (MLA) were measured and compared. Qualitative analysis was performed using intraclass correlation coefficient (ICC), which was calculated for analysis of interobserver agreement. RESULTS Quantitative image quality, determined by assessing the uniformity of CT attenuation (399.06 vs. 330.21, p<0.001), image noise (24.93 vs. 18.43, p<0.001), SNR (16.43 vs. 18.52, p=0.005), and CNR (11.56 vs. 13.46, p=0.002), differed significantly between IV-CTA and Selective-CTA. MLD and MLA showed no significant difference overall (2.38 vs. 2.44, p=0.068, 4.72 vs. 4.95, p=0.078). The density of contrast agent was significantly lower for selective-CTA (13.13 mg/mL) than for IV-CTA (400 mg/mL). Agreement between observers was acceptable (ICC=0.79±0.08). CONCLUSION Our feasibility study in swine showed that compared to IV-CTA, Selective-CTA provides better image quality and requires less iodine contrast medium.
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Affiliation(s)
- Seongmin Ha
- Graduate School of Biomedical Engineering, Yonsei University College of Medicine, Seoul, Korea
- CONNECT-AI R&D Center, Yonsei University College of Medicine, Seoul, Korea
| | - Sunghee Jung
- CONNECT-AI R&D Center, Yonsei University College of Medicine, Seoul, Korea
- Brain Korea 21 PLUS Project for Medical Science, Yonsei University, Seoul, Korea
| | - Hyung Bok Park
- Division of Cardiology, Cardiovascular Center, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
| | - Sanghoon Shin
- Division of Cardiology, National Health Insurance Corporation Ilsan Hospital, Goyang, Korea
| | - Reza Arsanjani
- Cardiovascular Center, Mayo Clinic Scottsdale, Scottsdale, Arizona, USA
| | - Youngtaek Hong
- CONNECT-AI R&D Center, Yonsei University College of Medicine, Seoul, Korea
| | - Byoung Kwon Lee
- Division of Cardiology, Department of Internal Medicine, Heart Center, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Yeonggul Jang
- CONNECT-AI R&D Center, Yonsei University College of Medicine, Seoul, Korea
| | - Byunghwan Jeon
- CONNECT-AI R&D Center, Yonsei University College of Medicine, Seoul, Korea
| | - Se Il Park
- Cardiovascular Product Evaluation Center, Yonsei University College of Medicine, Seoul, Korea
| | - Hackjoon Shim
- Cardiovascular Research Institute, Yonsei University College of Medicine, Seoul, Korea
| | - Hyuk Jae Chang
- CONNECT-AI R&D Center, Yonsei University College of Medicine, Seoul, Korea
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University Health System, Seoul, Korea.
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Liu H, Wingert A, Wang J, Zhang J, Wang X, Sun J, Chen F, Khalid SG, Jiang J, Zheng D. Extraction of Coronary Atherosclerotic Plaques From Computed Tomography Imaging: A Review of Recent Methods. Front Cardiovasc Med 2021; 8:597568. [PMID: 33644127 PMCID: PMC7903898 DOI: 10.3389/fcvm.2021.597568] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 01/18/2021] [Indexed: 12/21/2022] Open
Abstract
Background: Atherosclerotic plaques are the major cause of coronary artery disease (CAD). Currently, computed tomography (CT) is the most commonly applied imaging technique in the diagnosis of CAD. However, the accurate extraction of coronary plaque geometry from CT images is still challenging. Summary of Review: In this review, we focused on the methods in recent studies on the CT-based coronary plaque extraction. According to the dimension of plaque extraction method, the studies were categorized into two-dimensional (2D) and three-dimensional (3D) ones. In each category, the studies were analyzed in terms of data, methods, and evaluation. We summarized the merits and limitations of current methods, as well as the future directions for efficient and accurate extraction of coronary plaques using CT imaging. Conclusion: The methodological innovations are important for more accurate CT-based assessment of coronary plaques in clinical applications. The large-scale studies, de-blooming algorithms, more standardized datasets, and more detailed classification of non-calcified plaques could improve the accuracy of coronary plaque extraction from CT images. More multidimensional geometric parameters can be derived from the 3D geometry of coronary plaques. Additionally, machine learning and automatic 3D reconstruction could improve the efficiency of coronary plaque extraction in future studies.
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Affiliation(s)
- Haipeng Liu
- Research Centre for Intelligent Healthcare, Coventry University, Coventry, United Kingdom.,Faculty of Health, Education, Medicine, and Social Care, Anglia Ruskin University, Chelmsford, United Kingdom
| | - Aleksandra Wingert
- Faculty of Health, Education, Medicine, and Social Care, Anglia Ruskin University, Chelmsford, United Kingdom
| | - Jian'an Wang
- Department of Cardiology, School of Medicine, The Second Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Jucheng Zhang
- Department of Clinical Engineering, School of Medicine, The Second Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Xinhong Wang
- Department of Radiology, School of Medicine, The Second Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Jianzhong Sun
- Department of Radiology, School of Medicine, The Second Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Fei Chen
- Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China
| | - Syed Ghufran Khalid
- Research Centre for Intelligent Healthcare, Coventry University, Coventry, United Kingdom
| | - Jun Jiang
- Department of Cardiology, School of Medicine, The Second Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Dingchang Zheng
- Research Centre for Intelligent Healthcare, Coventry University, Coventry, United Kingdom
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42
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Merkulova IN, Shariya MA, Mironov VM, Shabanova MS, Veselova TN, Gaman SA, Barysheva NA, Shakhnovich RM, Zhukova NI, Sukhinina TS, Staroverov II, Ternovoy SK. [Computed Tomography Coronary Angiography Possibilities in "High Risk" Plaque Identification in Patients with non-ST-Elevation Acute Coronary Syndrome: Comparison with Intravascular Ultrasound]. ACTA ACUST UNITED AC 2021; 60:64-75. [PMID: 33522469 DOI: 10.18087/cardio.2020.12.n1304] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 10/26/2020] [Indexed: 11/18/2022]
Abstract
Aim To evaluate structural characteristics of atherosclerotic plaques (ASP) by coronary computed tomography arteriography (CCTA) and intravascular ultrasound (IVUS).Material and methods This study included 37 patients with acute coronary syndrome (ACS). 64-detector-row CCTA, coronarography, and grayscale IVUS were performed prior to coronary stenting. The ASP length and burden, remodeling index (RI), and known CT signs of unstable ASP (presence of dot calcification, positive remodeling of the artery in the ASP area, irregular plaque contour, presence of a peripheral high-density ring and a low-density patch in the ASP). The ASP type and signs of rupture or thrombosis were determined by IVUS.Results The IVUS study revealed 45 unstable ASP (UASP), including 25 UASP with rupture and 20 thin-cap fibroatheromas (TCFA), and 13 stable ASP (SASP). No significant differences were found between distribution of TCFA and ASP with rupture among symptom-associated plaques (SAP, n=28) and non-symptom-associated plaques (NSAP, n=30). They were found in 82.1 and 73.3 % of cases, respectively (p>0.05), which indicated generalization of the ASP destabilization process in the coronary circulation. However, the incidence of mural thrombus was higher for SAP (53.5 and 16.6 % of ASP, respectively; p<0.001). There was no difference between UASP and SASP in the incidence of qualitative ASP characteristics or in values of quantitative ASP characteristics, including known signs of instability, except for the irregular contour, which was observed in 92.9 % of UASP and 46.1 % of SASP (p=0.0007), and patches with X-ray density ≤46 HU, which were detected in 83.3 % of UASP and 46.1 % of SASP (р=0.01). The presence of these CT criteria 11- and 7-fold increased the likelihood of unstable ASP (odd ratio (OR), 11.1 at 95 % confidence interval (CI), from 2.24 to 55.33 and OR, 7.0 at 95 % CI, from 5.63 to 8.37 for the former and the latter criterion, respectively).Conclusion According to IVUS data, two X-ray signs are most characteristic for UASP, the irregular contour and a patch with X-ray density ≤46 HU. The presence of these signs 11- and 7-fold, respectively, increases the likelihood of unstable ASP.
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Affiliation(s)
- I N Merkulova
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - M A Shariya
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - V M Mironov
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - M S Shabanova
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - T N Veselova
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - S A Gaman
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - N A Barysheva
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - R M Shakhnovich
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - N I Zhukova
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - T S Sukhinina
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - I I Staroverov
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
| | - S K Ternovoy
- Institute of Clinical Cardiology, National Medical Research Center of Cardiology, Ministry of Healthcare Russian Federation, Moscow
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van Rosendael AR, Narula J, Lin FY, van den Hoogen IJ, Gianni U, Al Hussein Alawamlh O, Dunham PC, Peña JM, Lee SE, Andreini D, Cademartiri F, Chinnaiyan K, Chow BJW, Conte E, Cury RC, Feuchtner G, Hadamitzky M, Kim YJ, Leipsic J, Maffei E, Marques H, de Araújo Gonçalves P, Plank F, Pontone G, Raff GL, Villines TC, Weirich HG, Al'Aref SJ, Baskaran L, Cho I, Danad I, Han D, Heo R, Lee JH, Rivzi A, Stuijfzand WJ, Gransar H, Lu Y, Sung JM, Park HB, Samady H, Stone PH, Virmani R, Budoff MJ, Berman DS, Chang HJ, Bax JJ, Min JK, Shaw LJ. Association of High-Density Calcified 1K Plaque With Risk of Acute Coronary Syndrome. JAMA Cardiol 2021; 5:282-290. [PMID: 31968065 DOI: 10.1001/jamacardio.2019.5315] [Citation(s) in RCA: 93] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Importance Plaque morphologic measures on coronary computed tomography angiography (CCTA) have been associated with future acute coronary syndrome (ACS). However, the evolution of calcified coronary plaques by noninvasive imaging is not known. Objective To ascertain whether the increasing density in calcified coronary plaque is associated with risk for ACS. Design, Setting, and Participants This multicenter case-control cohort study included individuals enrolled in ICONIC (Incident Coronary Syndromes Identified by Computed Tomography), a nested case-control study of patients drawn from the CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: An International Multicenter) registry, which included 13 study sites in 8 countries. Patients who experienced core laboratory-verified ACS after baseline CCTA (n = 189) and control individuals who did not experience ACS after baseline CCTA (n = 189) were included. Patients and controls were matched 1:1 by propensity scores for age; male sex; presence of hypertension, hyperlipidemia, and diabetes; family history of premature coronary artery disease (CAD); current smoking status; and CAD severity. Data were analyzed from November 2018 to March 2019. Exposures Whole-heart atherosclerotic plaque volume was quantitated from all coronary vessels and their branches. For patients who underwent invasive angiography at the time of ACS, culprit lesions were coregistered to baseline CCTA lesions by a blinded independent reader. Low-density plaque was defined as having less than 130 Hounsfield units (HU); calcified plaque, as having more than 350 HU and subcategorized on a voxel-level basis into 3 strata: 351 to 700 HU, 701 to 1000 HU, and more than 1000 HU (termed 1K plaque). Main Outcomes and Measures Association between calcium density and future ACS risk. Results A total of 189 patients and 189 matched controls (mean [SD] age of 59.9 [9.8] years; 247 [65.3%] were male) were included in the analysis and were monitored during a mean (SD) follow-up period of 3.9 (2.5) years. The overall mean (SD) calcified plaque volume (>350 HU) was similar between patients and controls (76.4 [101.6] mm3 vs 99.0 [156.1] mm3; P = .32), but patients who experienced ACS exhibited less 1K plaque (>1000 HU) compared with controls (3.9 [8.3] mm3 vs 9.4 [23.2] mm3; P = .02). Individuals within the highest quartile of 1K plaque exhibited less low-density plaque, as a percentage of total plaque, when compared with patients within the lower 3 quartiles (12.6% [10.4%] vs 24.9% [20.6%]; P < .001). For 93 culprit precursor lesions detected by CCTA, the volume of 1K plaque was lower compared with the maximally stenotic lesion in controls (2.6 [7.2] mm3 vs 7.6 [20.3] mm3; P = .01). The per-patient and per-lesion results were similar between the 2 groups when restricted to myocardial infarction cases. Conclusions and Relevance Results of this study suggest that, on a per-patient and per-lesion basis, 1K plaque was associated with a lower risk for future ACS and that measurement of 1K plaque may improve risk stratification beyond plaque burden.
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Affiliation(s)
- Alexander R van Rosendael
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York.,Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - 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
| | - Fay Y Lin
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Inge J van den Hoogen
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York.,Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Umberto Gianni
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Omar Al Hussein Alawamlh
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Patricia C Dunham
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Jessica M Peña
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Sang-Eun Lee
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Daniele Andreini
- Department of Clinical Sciences and Community Health, University of Milan, Centro Cardiologico Monzino, IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico), Milan, Italy
| | - Filippo Cademartiri
- Cardiovascular Imaging Center, SDN IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico), Naples, Italy
| | - Kavitha Chinnaiyan
- Department of Cardiology, William Beaumont Hospital, Royal Oak, Michigan
| | - Benjamin J W Chow
- Department of Medicine and Radiology, University of Ottawa, Ottawa, Ontario, Canada
| | - Edoardo Conte
- Department of Clinical Sciences and Community Health, University of Milan, Centro Cardiologico Monzino, IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico), Milan, Italy
| | - Ricardo C Cury
- Department of Radiology, Miami Cardiac and Vascular Institute, Miami, Florida
| | - 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
| | - Yong-Jin Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Jonathon Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Erica Maffei
- Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy
| | - Hugo Marques
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal
| | | | - Fabian Plank
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Gianluca Pontone
- Department of Clinical Sciences and Community Health, University of Milan, Centro Cardiologico Monzino, IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico), Milan, Italy
| | - Gilbert L Raff
- Department of Cardiology, William Beaumont Hospital, Royal Oak, Michigan
| | - Todd C Villines
- Cardiology Service, Walter Reed National Military Center, Bethesda, Maryland
| | - Harald G Weirich
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Subhi J Al'Aref
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Lohendran Baskaran
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York.,Department of Cardiovascular Medicine, National Heart Centre Singapore, Singapore
| | - Iksung Cho
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York.,Division of Cardiology, Severance Cardiovascular Hospital, Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, South Korea.,Division of Cardiology, Chung-Ang University Hospital, Seoul, South Korea
| | - Ibrahim Danad
- Department of Cardiology, VU University Medical Center, Amsterdam, the Netherlands
| | - Donghee Han
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Ran Heo
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Ji Hyun Lee
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Asim Rivzi
- Department of Radiology, Mayo Clinic, Rochester, Minnesota
| | - Wijnand J Stuijfzand
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Heidi Gransar
- Department of Imaging, Cedars Sinai Medical Center, Los Angeles, California
| | - Yao Lu
- Department of Healthcare Policy and Research, New York-Presbyterian Hospital/Weill Cornell Medical College, New York, New York
| | - Ji Min Sung
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Hyung-Bok Park
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Habib Samady
- Division of Cardiology, Emory University School of Medicine, Atlanta, Georgia
| | - Peter H Stone
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, Maryland
| | - Matthew J Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, California
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, California
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - James K Min
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Leslee J Shaw
- Dalio Institute of Cardiovascular Imaging, Department of Radiology, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, New York
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van Rosendael AR, Lin FY, van den Hoogen IJ, Ma X, Gianni U, Al Hussein Alawamlh O, Al'Aref SJ, Peña JM, Andreini D, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, Marques H, de Araújo Gonçalves P, Gottlieb I, Hadamitzky M, Leipsic J, Maffei E, Pontone G, Raff GL, Shin S, Kim YJ, Lee BK, Chun EJ, Sung JM, Lee SE, Han D, Berman DS, Virmani R, Samady H, Stone P, Narula J, Bax JJ, Shaw LJ, Min JK, Chang HJ. Progression of whole-heart Atherosclerosis by coronary CT and major adverse cardiovascular events. J Cardiovasc Comput Tomogr 2021; 15:322-330. [PMID: 33451974 DOI: 10.1016/j.jcct.2020.12.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 11/25/2020] [Accepted: 12/22/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND The current study aimed to examine the independent prognostic value of whole-heart atherosclerosis progression by serial coronary computed tomography angiography (CCTA) for major adverse cardiovascular events (MACE). METHODS The multi-center PARADIGM study includes patients undergoing serial CCTA for symptomatic reasons, ≥2 years apart. Whole-heart atherosclerosis was characterized on a segmental level, with co-registration of baseline and follow-up CCTA, and summed to per-patient level. The independent prognostic significance of atherosclerosis progression for MACE (non-fatal myocardial infarction [MI], death, unplanned coronary revascularization) was examined. Patients experiencing interval MACE were not omitted. RESULTS The study population comprised 1166 patients (age 60.5 ± 9.5 years, 54.7% male) who experienced 139 MACE events during 8.2 (IQR 6.2, 9.5) years of follow up (15 death, 5 non-fatal MI, 119 unplanned revascularizations). Whole-heart percent atheroma volume (PAV) increased from 2.32% at baseline to 4.04% at follow-up. Adjusted for baseline PAV, the annualized increase in PAV was independently associated with MACE: OR 1.23 (95% CI 1.08, 1.39) per 1 standard deviation increase, which was consistent in multiple subpopulations. When categorized by composition, only non-calcified plaque progression associated independently with MACE, while calcified plaque did not. Restricting to patients without events before follow-up CCTA, those with future MACE showed an annualized increase in PAV of 0.93% (IQR 0.34, 1.96) vs 0.32% (IQR 0.02, 0.90), P < 0.001. CONCLUSIONS Whole-heart atherosclerosis progression examined by serial CCTA is independently associated with MACE, with a prognostic threshold of 1.0% increase in PAV per year.
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Affiliation(s)
- Alexander R van Rosendael
- Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA; Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Fay Y Lin
- Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA
| | - Inge J van den Hoogen
- Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA; Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Xiaoyue Ma
- Department of Healthcare Policy and Research, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA
| | - Umberto Gianni
- Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA
| | - Omar Al Hussein Alawamlh
- Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA
| | - Subhi J Al'Aref
- Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA
| | - Jessica M Peña
- Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA
| | | | - Matthew J Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, CA, USA
| | | | | | | | | | - Hugo Marques
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal
| | | | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - Jonathon 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
| | | | - Gilbert L Raff
- Department of Cardiology, William Beaumont Hospital, Royal Oak, MI, USA
| | - Sanghoon Shin
- Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Seoul, South 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, South 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; Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea
| | - Sang-Eun Lee
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea; Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, South Korea
| | - Donghee Han
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea; Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, MD, USA
| | - Habib Samady
- Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA
| | - Peter Stone
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 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, NY, USA
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Leslee J Shaw
- Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA.
| | - James K Min
- Department of Radiology, NewYork-Presbyterian Hospital and Weill Cornell Medicine, New York, USA
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
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Conte E, Dwivedi A, Mushtaq S, Pontone G, Lin FY, Hollenberg EJ, Lee SE, Bax J, Cademartiri F, Chinnaiyan K, Chow BJW, Cury RC, Feuchtner G, Hadamitzky M, Kim YJ, Baggiano A, Leipsic J, Maffei E, Marques H, Plank F, Raff GL, van Rosendael AR, Villines TC, Weirich HG, Al’Aref SJ, Baskaran L, Cho I, Danad I, Han D, Heo R, Lee JH, Stuijfzand WJ, Gransar H, Lu Y, Sung JM, Park HB, Al-Mallah MH, de Araújo Gonçalves P, Berman DS, Budoff MJ, Samady H, Shaw LJ, Stone PH, Virmani R, Narula J, Min JK, Chang HJ, Andreini D. Age- and sex-related features of atherosclerosis from coronary computed tomography angiography in patients prior to acute coronary syndrome: results from the ICONIC study. Eur Heart J Cardiovasc Imaging 2021; 22:24-33. [PMID: 32793985 PMCID: PMC8218779 DOI: 10.1093/ehjci/jeaa210] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/02/2020] [Indexed: 01/02/2023] Open
Abstract
AIMS Although there is increasing evidence supporting coronary atherosclerosis evaluation by coronary computed tomography angiography (CCTA), no data are available on age and sex differences for quantitative plaque features. The aim of this study was to investigate sex and age differences in both qualitative and quantitative atherosclerotic features from CCTA prior to acute coronary syndrome (ACS). METHODS AND RESULTS Within the ICONIC study, in which 234 patients with subsequent ACS were propensity matched 1:1 with 234 non-event controls, our current subanalysis included only the ACS cases. Both qualitative and quantitative advance plaque analysis by CCTA were performed by a core laboratory. In 129 cases, culprit lesions identified by invasive coronary angiography at the time of ACS were co-registered to baseline CCTA precursor lesions. The study population was then divided into subgroups according to sex and age (<65 vs. ≥ 65 years old) for analysis. Older patients had higher total plaque volume than younger patients. Within specific subtypes of plaque volume, however, only calcified plaque volume was higher in older patients (135.9 ± 163.7 vs. 63.8 ± 94.2 mm3, P < 0.0001, respectively). Although no sex-related differences were recorded for calcified plaque volume, females had lower fibrous and fibrofatty plaque volume than males (Fibrofatty volume 29.6 ± 44.1 vs. 75.3 ± 98.6 mm3, P = 0.0001, respectively). No sex-related differences in the prevalence of qualitative high-risk plaque features were found, even after separate analyses considering age were performed. CONCLUSION Our data underline the importance of age- and sex-related differences in coronary atherosclerosis presentation, which should be considered during CCTA-based atherosclerosis quantification.
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Affiliation(s)
- Edoardo Conte
- Department of Clinical Sciences and Community Health, University of Milan,
Centro Cardiologico Monzino, IRCCS, Via C. Parea 4, 20138 Milan, Italy
| | - Aeshita Dwivedi
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
| | - Saima Mushtaq
- Department of Clinical Sciences and Community Health, University of Milan,
Centro Cardiologico Monzino, IRCCS, Via C. Parea 4, 20138 Milan, Italy
| | - Gianluca Pontone
- Department of Clinical Sciences and Community Health, University of Milan,
Centro Cardiologico Monzino, IRCCS, Via C. Parea 4, 20138 Milan, Italy
| | - Fay Y Lin
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
| | - Emma J Hollenberg
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
| | - Sang-Eun Lee
- Division of Cardiology, Department of Internal Medicine, Ewha Womans University
Seoul Hospital, Seoul, South Korea
- Department of Cardiovascular Imaging, Yonsei-Cedars-Sinai Integrative
Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei
University Health System, Seoul, South Korea
| | - Jeroen Bax
- Department of Cardiology, Leiden University Medical Center,
Leiden, The Netherlands
| | - Filippo Cademartiri
- Department of Cardiovascular Imaging, Cardiovascular Imaging Center, SDN
IRCCS, Naples, Italy
| | - Kavitha Chinnaiyan
- Department of Cardiology, William Beaumont Hospital, Royal Oaks,
MI, USA
| | - Benjamin J W Chow
- Department of Medicine and Radiology, University of Ottawa,
Ottawa, Ontario, 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
| | - Yong-Jin Kim
- Department of Internal Medicine, Seoul National University College of Medicine,
Cardiovascular Center, Seoul National University Hospital, Seoul, South
Korea
| | - Andrea Baggiano
- Department of Clinical Sciences and Community Health, University of Milan,
Centro Cardiologico Monzino, IRCCS, Via C. Parea 4, 20138 Milan, Italy
| | - Jonathon Leipsic
- Department of Medicine and Radiology, University of British
Columbia, Vancouver, British Columbia, Canada
| | - Erica Maffei
- Department of Radiology, Area Vasta 1/ASUR, Marche, Urbino,
Italy
| | - Hugo Marques
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa,
Portugal
| | - Fabian Plank
- Department of Radiology, Medical University of Innsbruck,
Innsbruck, Austria
| | - Gilbert L Raff
- Department of Cardiology, William Beaumont Hospital, Royal Oaks,
MI, USA
| | - Alexander R van Rosendael
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
- Department of Cardiology, Leiden University Medical Center,
Leiden, The Netherlands
| | - Todd C Villines
- Department of Medicine, University of Virginia Health System,
Charlottesville, VA, USA
| | - Harald G Weirich
- Department of Radiology, Medical University of Innsbruck,
Innsbruck, Austria
| | - Subhi J Al’Aref
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
| | - Lohendran Baskaran
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
- Department of Cardiovascular Medicine, National Heart Centre,
Singapore
| | - Iksung Cho
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative
Cardiovascular Imaging Research Center, Yonsei University College of
Medicine, Seoul, South Korea
- Department of Cardiology, Chung-Ang University Hospital, Seoul,
South Korea
| | - Ibrahim Danad
- Department of Cardiology, VU University Medical Center,
Amsterdam, the Netherlands
| | - Donghee Han
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative
Cardiovascular Imaging Research Center, Yonsei University College of
Medicine, Seoul, South Korea
| | - Ran Heo
- Division of Cardiology, Department of Internal Medicine, Hangyang University
Medical Center, Seoul, Korea
| | - Ji Hyun Lee
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative
Cardiovascular Imaging Research Center, Yonsei University College of
Medicine, Seoul, South Korea
- Division of Cardiology, Department of Internal Medicine, Hangyang University
Medical Center, Seoul, Korea
| | - Wijnand J Stuijfzand
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
| | - Heidi Gransar
- Department of Imaging and Medicine, Cedars Sinai Medical Center,
Los Angeles, CA, USA
| | - Yao Lu
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
| | - Ji Min Sung
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative
Cardiovascular Imaging Research Center, Yonsei University College of
Medicine, Seoul, South Korea
| | - Hyung-Bok Park
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative
Cardiovascular Imaging Research Center, Yonsei University College of
Medicine, Seoul, South Korea
| | - Mouaz H Al-Mallah
- Department of Cardiovascular Medicin, Houston Methodist DeBakey Heart &
Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | | | - 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
| | - Habib Samady
- Division of Cardiology, Emory University School of Medicine,
Atlanta, GA, USA
| | - Leslee J Shaw
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
| | - Peter H Stone
- Division of Cardiovascular Medicine, Brigham and Women’s
Hospital, Boston, MA, USA
| | - Renu Virmani
- Deparment of Pathology, CVPath Institute, Gaithersburg, MD,
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, NY, USA
| | - James K Min
- Department of Radiology, Dalio Institute of Cardiovascular Imaging, New
York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY,
USA
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Integrative
Cardiovascular Imaging Research Center, Yonsei University College of
Medicine, Seoul, South Korea
| | - Daniele Andreini
- Department of Clinical Sciences and Community Health, University of Milan,
Centro Cardiologico Monzino, IRCCS, Via C. Parea 4, 20138 Milan, Italy
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Henzel J, Kępka C, Kruk M, Makarewicz-Wujec M, Wardziak Ł, Trochimiuk P, Dzielińska Z, Demkow M. High-Risk Coronary Plaque Regression After Intensive Lifestyle Intervention in Nonobstructive Coronary Disease: A Randomized Study. JACC Cardiovasc Imaging 2020; 14:1192-1202. [PMID: 33341413 DOI: 10.1016/j.jcmg.2020.10.019] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 10/19/2020] [Accepted: 10/22/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVES The authors sought to study the impact of diet and lifestyle intervention on changes in atherosclerotic plaque volume and composition. BACKGROUND Lifestyle and diet modification are the leading strategies to manage coronary artery disease; however, their direct impact on atherosclerosis remains unknown. Coronary plaque composition is related to the risk of future cardiovascular events independent of stenosis severity and can be conveniently evaluated with computed tomography angiography (CTA). METHODS We enrolled 92 patients (41% women; mean age 60 ± 7.7 years) with nonobstructive (<70% stenosis) coronary atherosclerosis identified by CTA. Participants were randomized (1:1) to either the DISCO (Dietary Intervention to Stop Coronary Atherosclerosis in Computed Tomography) intervention group (systematic follow-up by a dietitian to adhere to the Dietary Approaches to Stop Hypertension nutrition model together with optimal medical therapy [OMT]) or the control group (OMT alone). In all patients, CTA was repeated after 66.9 ± 13.7 weeks. The outcome was change (Δ) in atheroma volume and plaque composition. Based on atherosclerotic tissue attenuation ranges in Hounsfield units (HU), the following components of coronary plaque were distinguished: dense calcium (>351 HU), fibrous plaque (151 to 350 HU), and fibrofatty plaque combined with necrotic core (-30 to 150 HU), referred to as noncalcified plaque. RESULTS Percent atheroma volume increased in the control arm (Δ = +1.1 ± 3.4%; p = 0.033) versus no significant change in the experimental arm (Δ = +1.0% ± 4.2%; p = 0.127; intergroup p = 0.851). There was a reduction in noncalcified plaque in both the experimental arm (Δ = -51.3 ± 79.5 mm3 [-1.7 ± 2.7%]; p < 0.001) and the control arm (Δ = -21.3 ± 57.7 [-0.7 ± 1.9%]; p = 0.018), which was greater in the DISCO intervention group (intergroup p = 0.045). No differences in fibrous component or dense calcium changes were observed between the groups. CONCLUSIONS Controlled diet and lifestyle intervention together with OMT may slow the progression of atherosclerosis and reduce noncalcified plaque volume compared to OMT alone. (Dietary Intervention to Stop Coronary Atherosclerosis in Computed Tomography [DISCO-CT]; NCT02571803).
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Affiliation(s)
- Jan Henzel
- Department of Coronary Artery and Structural Heart Diseases, National Institute of Cardiology in Warsaw, Warsaw, Poland
| | - Cezary Kępka
- Department of Coronary Artery and Structural Heart Diseases, National Institute of Cardiology in Warsaw, Warsaw, Poland.
| | - Mariusz Kruk
- Department of Coronary Artery and Structural Heart Diseases, National Institute of Cardiology in Warsaw, Warsaw, Poland
| | | | - Łukasz Wardziak
- Department of Coronary Artery and Structural Heart Diseases, National Institute of Cardiology in Warsaw, Warsaw, Poland
| | - Piotr Trochimiuk
- Department of Coronary Artery and Structural Heart Diseases, National Institute of Cardiology in Warsaw, Warsaw, Poland
| | - Zofia Dzielińska
- Department of Coronary Artery and Structural Heart Diseases, National Institute of Cardiology in Warsaw, Warsaw, Poland
| | - Marcin Demkow
- Department of Coronary Artery and Structural Heart Diseases, National Institute of Cardiology in Warsaw, Warsaw, Poland
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Pérez de Isla L, Alonso R, Gómez de Diego JJ, Muñiz-Grijalvo O, Díaz-Díaz JL, Zambón D, Miramontes JP, Fuentes F, de Andrés R, Werenitzky J, Padró T, Saltijeral A, Mata P. Coronary plaque burden, plaque characterization and their prognostic implications in familial hypercholesterolemia: A computed tomographic angiography study. Atherosclerosis 2020; 317:52-58. [PMID: 33261814 DOI: 10.1016/j.atherosclerosis.2020.11.012] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 10/20/2020] [Accepted: 11/12/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND AIMS Heterozygous familial hypercholesterolemia (FH) is associated with premature atherosclerotic cardiovascular disease. Semi-automated plaque characterization (SAPC) by coronary computed tomographic angiography (CTA) provides information regarding coronary plaque burden and plaque characterization. Our aim was to quantify and characterize the coronary plaque burden of patients with FH using SAPC analysis and to identify which factors are related to plaque burden and plaque characteristics. A second aim was to analyse the prognostic implications of these parameters. METHODS Two hundred and fifty-nine asymptomatic individuals with molecularly determined FH were enrolled in this follow-up cohort study and underwent a coronary CTA analysed with SAPC. RESULTS Mean follow-up time after coronary CTA was 3.9 ± 2 years. Mean age was 46.9 (10.7) years (130 women, 50.2%). Median plaque burden was 25.0% (19.0-29.0), non-calcified plaque burden 22.83% (17.94-26.88), calcified plaque-burden 1.12% (0.31-2.86) and CCS 8.9 (0-93). Five-year risk was independently related to plaque burden, non-calcified plaque burden, calcified plaque burden and coronary calcium score (B:3.75, 95%CI:2.92-4.58; p < 0.001, B:2.9, 95%CI:2.15-3.66; p < 0.001, B:0.75, 95%CI 0.4-1.1; p < 0.001 and B:82.2, 95%CI:49.28-115.16; p < 0.001 respectively). During follow-up, there were 15 (5.81%) nonfatal events and 1 (0.4%) fatal event. Plaque burden was significantly related to event-free survival during follow-up (HR:1.11; 95%CI:1.05-1.18; p < 0.001). CONCLUSIONS Coronary atherosclerosis and its qualitative components may be quantified by means of SAPC in patients with FH. Plaque burden, calcified plaque burden and non-calcified plaque burden were independently related to the estimated cardiovascular risk. Plaque burden was also related to prognosis.
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Affiliation(s)
- Leopoldo Pérez de Isla
- Cardiology Department, Hospital Clínico San Carlos, IDISSC, Facultad de Medicina Universidad Complutense, Madrid, Spain; Fundación Hipercolesterolemia Familiar, Madrid, Spain.
| | - Rodrigo Alonso
- Fundación Hipercolesterolemia Familiar, Madrid, Spain; Center for Advanced Metabolic Medicine and Nutrition, Santiago de Chile, Chile
| | - José Juan Gómez de Diego
- Cardiology Department, Hospital Clínico San Carlos, IDISSC, Facultad de Medicina Universidad Complutense, Madrid, Spain
| | | | | | - Daniel Zambón
- Lipids Clinic. Department of Endocrinology, Hospital Clinic, (IDIBAPS) Institut D'Investigacions Biomèdiques August Pi I Sunyer University of Barcelona, Barcelona, Spain
| | | | - Francisco Fuentes
- Lipids and Atherosclerosis Unit, CIBERObn, IMIBIC/Reina Sofia University Hospital/University of Cordoba, Spain
| | | | - José Werenitzky
- Cardiology Department, Hospital Clínico San Carlos, IDISSC, Facultad de Medicina Universidad Complutense, Madrid, Spain
| | - Teresa Padró
- Programa-ICCC Cardiovascular, Institut de Recerca Del Hospital Santa Creu I Sant Pau, IIB Santa Pau, Barcelona, Spain
| | - Adriana Saltijeral
- Cardiology Department, Hospital Del Tajo, Aranjuez, Universidad Alfonso X El Sabio, Madrid, Spain
| | - Pedro Mata
- Fundación Hipercolesterolemia Familiar, Madrid, Spain.
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48
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Hoshino M, Yang S, Sugiyama T, Zhang J, Kanaji Y, Yamaguchi M, Hada M, Sumino Y, Horie T, Nogami K, Ueno H, Misawa T, Usui E, Murai T, Lee T, Yonetsu T, Kakuta T. Peri-coronary inflammation is associated with findings on coronary computed tomography angiography and fractional flow reserve. J Cardiovasc Comput Tomogr 2020; 14:483-489. [DOI: 10.1016/j.jcct.2020.02.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 01/19/2020] [Accepted: 02/05/2020] [Indexed: 01/11/2023]
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49
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Kim M, Lee SP, Kwak S, Yang S, Kim YJ, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, Marques H, de Araújo Gonçalves P, Gottlieb I, Hadamitzky M, Leipsic JA, Maffei E, Pontone G, Raff GL, Shin S, Lee BK, Chun EJ, Sung JM, Lee SE, Berman DS, Lin FY, Virmani R, Samady H, Stone PH, Narula J, Bax JJ, Shaw LJ, Min JK, Chang HJ. Impact of age on coronary artery plaque progression and clinical outcome: A PARADIGM substudy. J Cardiovasc Comput Tomogr 2020; 15:232-239. [PMID: 33032975 DOI: 10.1016/j.jcct.2020.09.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 08/26/2020] [Accepted: 09/28/2020] [Indexed: 01/29/2023]
Abstract
BACKGROUND The association of age with coronary plaque dynamics is not well characterized by coronary computed tomography angiography (CCTA). METHODS From a multinational registry of patients who underwent serial CCTA, 1153 subjects (61 ± 5 years old, 61.1% male) were analyzed. Annualized volume changes of total, fibrous, fibrofatty, necrotic core, and dense calcification plaque components of the whole heart were compared by age quartile groups. Clinical events, a composite of all-cause death, acute coronary syndrome, and any revascularization after 30 days of the initial CCTA, were also analyzed. Random forest analysis was used to define the relative importance of age on plaque progression. RESULTS With a 3.3-years' median interval between the two CCTA, the median annual volume changes of total plaque in each age quartile group was 7.8, 10.5, 10.8, and 12.1 mm3/year and for dense calcification, 2.5, 4.6, 5.4, and 7.1 mm3/year, both of which demonstrated a tendency to increase by age (p-for-trend = 0.001 and < 0.001, respectively). However, this tendency was not observed in any other plaque components. The annual volume changes of total plaque and dense calcification were also significantly different in the propensity score-matched lowest age quartile group versus the other age groups as was the composite clinical event (log-rank p = 0.003). In random forest analysis, age had comparable importance in the total plaque volume progression as other traditional factors. CONCLUSIONS The rate of whole-heart plaque progression and dense calcification increases depending on age. Age is a significant factor in plaque growth, the importance of which is comparable to other traditional risk factors. CLINICAL TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifiers: NCT02803411.
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Affiliation(s)
- Minkwan Kim
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea; Division of Cardiology, Department of Internal Medicine, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, Gyeonggi-do, South Korea
| | - Seung-Pyo Lee
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea.
| | - Soongu Kwak
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea
| | - Seokhun Yang
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea
| | - Yong-Jin Kim
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea
| | | | - Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Matthew J Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, CA, USA
| | | | | | | | | | - Hugo Marques
- UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal
| | | | - Ilan Gottlieb
- Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil
| | - Martin Hadamitzky
- Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany
| | - 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
| | | | - Gilbert L Raff
- Department of Cardiology, William Beaumont Hospital, Royal Oak, MI, USA
| | - Sanghoon Shin
- Division of Cardiology, Department of Internal Medicine, Ewha Woman's University Seoul Hospital, Seoul, South Korea
| | - Byoung Kwon Lee
- Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Eun Ju Chun
- Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Ji Min Sung
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea; Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Sang-Eun Lee
- Division of Cardiology, Department of Internal Medicine, Ewha Woman's University Seoul Hospital, Seoul, South Korea; Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Daniel S Berman
- Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Fay Y Lin
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, MD, USA
| | - Habib Samady
- Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA
| | - Peter H Stone
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 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, NY, USA
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Leslee J Shaw
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - James K Min
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea; Yonsei-Cedars-Sinai Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
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50
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Abdelrahman KM, Chen MY, Dey AK, Virmani R, Finn AV, Khamis RY, Choi AD, Min JK, Williams MC, Buckler AJ, Taylor CA, Rogers C, Samady H, Antoniades C, Shaw LJ, Budoff MJ, Hoffmann U, Blankstein R, Narula J, Mehta NN. Coronary Computed Tomography Angiography From Clinical Uses to Emerging Technologies: JACC State-of-the-Art Review. J Am Coll Cardiol 2020; 76:1226-1243. [PMID: 32883417 PMCID: PMC7480405 DOI: 10.1016/j.jacc.2020.06.076] [Citation(s) in RCA: 130] [Impact Index Per Article: 32.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 05/08/2020] [Accepted: 06/10/2020] [Indexed: 12/14/2022]
Abstract
Evaluation of coronary artery disease (CAD) using coronary computed tomography angiography (CCTA) has seen a paradigm shift in the last decade. Evidence increasingly supports the clinical utility of CCTA across various stages of CAD, from the detection of early subclinical disease to the assessment of acute chest pain. Additionally, CCTA can be used to noninvasively quantify plaque burden and identify high-risk plaque, aiding in diagnosis, prognosis, and treatment. This is especially important in the evaluation of CAD in immune-driven conditions with increased cardiovascular disease prevalence. Emerging applications of CCTA based on hemodynamic indices and plaque characterization may provide personalized risk assessment, affect disease detection, and further guide therapy. This review provides an update on the evidence, clinical applications, and emerging technologies surrounding CCTA as highlighted at the 2019 National Heart, Lung and Blood Institute CCTA Summit.
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Affiliation(s)
- Khaled M Abdelrahman
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Marcus Y Chen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Amit K Dey
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, Maryland
| | - Aloke V Finn
- Department of Pathology, CVPath Institute, Gaithersburg, Maryland
| | - Ramzi Y Khamis
- Vascular Sciences Section, National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Andrew D Choi
- Division of Cardiology and Department of Radiology, The George Washington University School of Medicine, Washington, DC
| | - James K Min
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York
| | - Michelle C Williams
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Imaging, Queen's Medical Research Institute University of Edinburgh, Edinburgh, United Kingdom
| | | | | | | | - Habib Samady
- Division of Cardiology, Emory University School of Medicine, Atlanta, Georgia
| | - Charalambos Antoniades
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Leslee J Shaw
- Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York
| | - Matthew J Budoff
- Lundquist Institute at Harbor-UCLA Medical Center, Torrance, California
| | - Udo Hoffmann
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Ron Blankstein
- Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jagat Narula
- Zena and Michael A. Wiener Cardiovascular Institute, Marie-Josée and Henry R. Kravis Center for Cardiovascular Health Icahn School of Medicine at Mount Sinai, Mount Sinai Heart, New York, New York
| | - Nehal N Mehta
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland.
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