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D’Antonio A, Assante R, Zampella E, Cantoni V, Green R, Gaudieri V, Mannarino T, Falzarano M, Volpicelli F, Cutillo P, Matrisciano F, Buongiorno P, Panico M, Nappi C, Cozzolino D, Petretta M, Cuocolo A, Acampa W. Prognostic value of myocardial flow reserve by PET imaging in patients with suspected coronary artery disease: A systematic review and meta-analysis. IJC HEART & VASCULATURE 2025; 58:101677. [PMID: 40291825 PMCID: PMC12023774 DOI: 10.1016/j.ijcha.2025.101677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 03/27/2025] [Accepted: 03/31/2025] [Indexed: 04/30/2025]
Abstract
Purpose We performed a systematic review and meta-analysis of published studies evaluating the value of myocardial flow reserve (MFR) assessed by positron emission tomography (PET) imaging in predicting adverse cardiovascular events in patients with suspected coronary artery disease (CAD). Material and methods Studies published until December 2024 were identified by database search. We included studies evaluating MFR by PET imaging with data on adjusted hazard ratio (HR) for the occurrence of adverse cardiovascular events. Results We identified 8 eligible articles including 12.087 patients with a mean follow-up of 2.98 ± 0.69 years. The pooled HR for the occurrence of events was 2.19 (95 % CI 1.80-2.68) and no heterogeneity was observed. The pooled incidence rate ratio (IRR) was 3.26 (95 % CI 2.43-4.37) and the heterogeneity was 37.7 %. At meta-regression analysis no significant association was found between HR for adverse events and demographic and clinical variables considered. Conclusion MFR assessed by PET imaging is a valuable noninvasive prognostic indicator in the evaluation of patients with suspected CAD.
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Affiliation(s)
- Adriana D’Antonio
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Roberta Assante
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Emilia Zampella
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Valeria Cantoni
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Roberta Green
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Valeria Gaudieri
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Teresa Mannarino
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Maria Falzarano
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Federica Volpicelli
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Paolo Cutillo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Francesca Matrisciano
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Pietro Buongiorno
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Mariarosaria Panico
- Institute of Biostructure and Bioimaging, National Council of Research, Naples, Italy
| | - Carmela Nappi
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Domenico Cozzolino
- Department of Precision Medicine, University of Campania, Luigi Vanvitelli, Naples, Italy
| | | | - Alberto Cuocolo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Wanda Acampa
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
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Bai Y, Jin C, Zhang H, Jia Y, Xiao S, Yang Y. Correlation Analysis of Gut Microbiota Derivatives with Coronary Artery Disease Severity and Prognosis. Rev Cardiovasc Med 2025; 26:26566. [PMID: 40351664 PMCID: PMC12059725 DOI: 10.31083/rcm26566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 11/05/2024] [Accepted: 12/17/2024] [Indexed: 05/14/2025] Open
Abstract
Background Previous research has highlighted a connection between gut microbiota derivatives and atherosclerosis. This study assesses the association between gut microbiota derivatives and coronary artery disease (CAD) to enhance CAD prevention and treatment strategies. Methods Patients presenting with suspected CAD were categorized into CAD and non-CAD groups. A propensity score matching analysis was performed to exclude confounding factors. Key differences in general characteristics and gut microbiota derivatives between these groups were also assessed. Additionally, the study explored the correlation between significant differences in the Gensini score and coronary flow reserve. Moreover, the potential of significant indicators to predict the diagnosis of coronary artery disease was analyzed. Results After propensity score matching, the concentrations of interleukin-6 (IL-6) (47.23 ± 7.45 vs. 39.56 ± 7.37; p < 0.001), lipopolysaccharide (LPS) (12.79 ± 2.07 vs. 11.71 ± 1.88; p = 0.031), high-sensitivity C-reactive protein (hs-CRP) (13.58 ± 2.62 vs. 11.57 ± 2.49; p = 0.002), phenylacetyl glutamine (PAGIn) (619.20 ± 119.33 vs. 555.64 ± 109.29; p = 0.029), and trimethylamine-N-oxide (TMAO) (13.01 ± 2.19 vs. 11.70 ± 1.78; p = 0.011) in the CAD group were significantly elevated compared to those in the non-CAD group. Conversely, the serum levels of glucagon-like peptide-1 (GLP-1) (7.74 ± 2.07 vs. 9.06 ± 2.11; p = 0.012) were notably lower in the CAD group than in the non-CAD group. A positive association was observed between the serum concentrations of IL-6 (r = 0.410; p < 0.001), hs-CRP (r = 0.317; p < 0.007), TMAO (r = 0.311; p < 0.008), and coronary Gensini score. Moreover, IL-6 (b = 1.769, 95% confidence interval (CI): 0.256-3.282; p = 0.023) and TMAO (b = 10.735, 95% CI: 4.883-16.588; p < 0.001) had a direct positive impact on the coronary Gensini score. The highest diagnostic value for CAD was observed when the IL-6 cut-off value was 45.17 (sensitivity 69.6%, specificity 73.1%, area under curve 0.770; 95% CI: 0.662-0.879; p < 0.001). Meanwhile, the highest diagnostic value for CAD was noted when the TMAO cut-off value was 12.44 (sensitivity 65.2%, specificity 76.9%, the area under the curve 0.689; 95% CI: 0.564-0.814; p = 0.008). Serum TMAO was negatively correlated with coronary flow reserve (CFR) in CAD patients (r = -0.593; p = 0.009). Conclusions These findings suggest that serum IL-6, LPS, hs-CRP, PAGIn, TMAO, and GLP-1 levels can be used as clinical markers for predicting CAD severity. Among these, IL-6, hs-CRP, and TMAO are identified as independent risk factors influencing the severity of CAD-elevated levels of IL-6 and TMAO exhibit predictive utility for CAD diagnosis. Furthermore, serum TMAO is a potential clinical marker for forecasting a CAD prognosis.
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Affiliation(s)
- Yifeng Bai
- The First Clinical Medical College, Shanxi Medical University, 030000 Taiyuan, Shanxi, China
| | - Chunrong Jin
- Department of Cardiology, First Hospital of Shanxi Medical University, 030000 Taiyuan, Shanxi, China
| | - Hui Zhang
- The First Clinical Medical College, Shanxi Medical University, 030000 Taiyuan, Shanxi, China
| | - Yuanyang Jia
- The First Clinical Medical College, Shanxi Medical University, 030000 Taiyuan, Shanxi, China
| | - Shan Xiao
- The First Clinical Medical College, Shanxi Medical University, 030000 Taiyuan, Shanxi, China
| | - Yongjiang Yang
- The First Clinical Medical College, Shanxi Medical University, 030000 Taiyuan, Shanxi, China
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3
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Caobelli F, Dweck MR, Albano D, Gheysens O, Georgoulias P, Nekolla S, Lairez O, Leccisotti L, Lubberink M, Massalha S, Nappi C, Rischpler C, Saraste A, Hyafil F. Hybrid cardiovascular imaging. A clinical consensus statement of the european association of nuclear medicine (EANM) and the european association of cardiovascular imaging (EACVI) of the ESC. Eur J Nucl Med Mol Imaging 2025; 52:1095-1118. [PMID: 39436435 PMCID: PMC11754344 DOI: 10.1007/s00259-024-06946-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Accepted: 10/06/2024] [Indexed: 10/23/2024]
Abstract
Hybrid imaging consists of a combination of two or more imaging modalities, which equally contribute to image information. To date, hybrid cardiovascular imaging can be performed by either merging images acquired on different scanners, or with truly hybrid PET/CT and PET/MR scanners. The European Association of Nuclear Medicine (EANM), and the European Association of Cardiovascular Imaging (EACVI) of the European Society of Cardiology (ESC) aim to review clinical situations that may benefit from the use of hybrid cardiac imaging and provide advice on acquisition protocols providing the most relevant information to reach diagnosis in various clinical situations.
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Affiliation(s)
- Federico Caobelli
- Department of Nuclear Medicine, University Hospital Bern, University of Bern, Freiburgstrasse 18, 3010, Bern, Switzerland.
| | - Marc R Dweck
- Centre for Cardiovascular Sciences, University of Edinburgh, Edinburgh, UK
| | - Domenico Albano
- Department of Nuclear Medicine, University of Brescia, Brescia, Italy
| | - Olivier Gheysens
- Department of Nuclear Medicine, Cliniques Universitaires Saint-Luc and Institute of Clinical and Experimental Research (IREC), Université Catholique de Louvain, Brussels, Belgium
| | - Panagiotis Georgoulias
- Department of Nuclear Medicine, Faculty of Medicine, University of Thessaly, University Hospital of Larissa, Larissa, Greece
| | - Stephan Nekolla
- Department of Nuclear Medicine, School of Medicine, Klinikum Rechts Der Isar, Technical University of Munich, Munich, Germany
| | - Olivier Lairez
- National Institute of Health and Medical Research (INSERM), I2MC, U1297, Toulouse, France
| | - Lucia Leccisotti
- Department of Nuclear Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS and Università Cattolica del Sacro Cuore, Rome, Italy
| | - Marc Lubberink
- Department of Surgical Sciences/Nuclear Medicine & PET, Uppsala University, Uppsala, Sweden
| | | | - Carmela Nappi
- Department of Advanced Biomedical Sciences, University Federico II, Via Pansini 5, 80131, Naples, Italy
| | | | - Antti Saraste
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
| | - Fabien Hyafil
- Department of Nuclear Medicine, AP-HP, European Hospital Georges-Pompidou, University of Paris-Cité, 75015, Paris, France
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4
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Nayfeh M, Al-Mallah MH. Reassessing the Role of Ischemia Imaging: Insights from the ISCHEMIA Trial. Nucl Med Mol Imaging 2024; 58:392-399. [PMID: 39635627 PMCID: PMC11612102 DOI: 10.1007/s13139-023-00834-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/14/2023] [Accepted: 12/15/2023] [Indexed: 12/07/2024] Open
Abstract
Ischemia imaging plays an important role in prognostication as well as guiding decision for revascularization with known CAD, as shown in multiple observational registries. However, results from the ISCHEMIA trial (International Study of Comparative Health Effectiveness With Medical and Invasive Approaches) presented conflicting results, hinting at no survival benefit after revascularization in patients with moderate to severe ischemia on nuclear imaging. More recent analysis from the trial did, however, show decrease in cardiac mortality and increase in non-cardiac mortality following early revascularization. However, the ISCHEMIA trial has several limitations; most importantly, the trial design does not support a comparison between imaging modalities. Additionally, results of the trial do not apply to patients with previous CABG or ACS as they are exclusion criteria, which affects the diagnostic accuracy of nuclear stress imaging. Observational imaging registries offer better evidence about the accuracy of single-photon emission computed tomography (SPECT) and positron emission tomography (PET) in guiding revascularization for patients with ischemia. Results from ISCHEMIA trial can be used to guide management of patients with severe to moderate ischemia, provided they meet inclusion criteria. For those who do, shared decision-making is important to decide between invasive management or optimal medical therapy only.
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Affiliation(s)
- Malek Nayfeh
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX USA
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5
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Nayfeh M, Sayed A, Alwan M, Alfawara M, Al Rifai M, Al-Mallah MH. Hybrid Imaging: Calcium Score and Myocardial Perfusion Imaging. Semin Nucl Med 2024; 54:638-647. [PMID: 39034159 DOI: 10.1053/j.semnuclmed.2024.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Accepted: 04/19/2024] [Indexed: 07/23/2024]
Abstract
Coronary heart disease (CHD) remains the top cause of death due to cardiovascular conditions worldwide, with someone suffering a myocardial infarction every 40 seconds. This highlights the importance of non-invasive imaging technologies like myocardial perfusion imaging (MPI), which are crucial for detecting coronary artery disease (CAD) early, even before symptoms appear. However, the reliance solely on MPI has shifted due to its limitations in definitively ruling out atherosclerosis, leading to the adoption of hybrid imaging techniques. Hybrid imaging combines computed tomography (CT) with MPI techniques such as positron emission tomography (PET) and single photon emission computed tomography (SPECT). This integration, often within a single gantry system, enhances the diagnostic accuracy by allowing for attenuation correction (AC), acquisition of the coronary artery calcium score (CACS), and more precise tracing of radiotracer uptake. The built-in CT in modern MPI systems assists in these functions, which is essential for better diagnosis and risk assessment in patients. The addition of CACS to MPI, a method involving the assessment of calcified plaque in coronary arteries, notably enhances diagnostic and prognostic capabilities. CACS helps in identifying atherosclerosis and predicting potential cardiac events, facilitating personalized risk management and the initiation of tailored interventions like statins and aspirin. Such comprehensive imaging strategies not only improve the accuracy of detecting CAD but also help in stratifying patient risk more effectively. In this paper, we discuss how the incorporation of CAC into MPI protocols enhances the diagnostic sensitivity for detecting obstructive CAD, as evidenced by several studies where the addition of CAC to MPI has led to improved outcomes in diagnosing CAD. Moreover, CAC has been shown to unmask silent coronary atherosclerosis in patients with normal MPI results, highlighting its incremental diagnostic value. We will discuss the evolving role of hybrid imaging in guiding therapeutic decisions, particularly the use of statins for cardiovascular prevention. The integration of CAC assessment with MPI not only aids in the early detection and management of CAD but also optimizes therapeutic strategies, enhancing patient care through a more accurate and personalized approach. Such advancements underscore the need for further research to fully establish the benefits of combining CAC with MPI in the clinical assessment of cardiovascular risk.
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Affiliation(s)
- Malek Nayfeh
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
| | | | - Maria Alwan
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
| | - Moath Alfawara
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
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6
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Al-Mallah MH, Nayfeh M, Alrifai M. The role of cardiac PET in diagnosis and prognosis of patients with ischemia with no obstructive coronary arteries (INOCA). AMERICAN HEART JOURNAL PLUS : CARDIOLOGY RESEARCH AND PRACTICE 2024; 43:100399. [PMID: 38828445 PMCID: PMC11141139 DOI: 10.1016/j.ahjo.2024.100399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 04/20/2024] [Accepted: 04/22/2024] [Indexed: 06/05/2024]
Abstract
Chest pain, a common symptom in cardiovascular care, often leads to the investigation of obstructive coronary artery disease (CAD). However, many patients experience chest pain without obstructive CAD, termed INOCA (Ischemia with Non-Obstructive Coronary Arteries) or CMD (Coronary Microvascular Dysfunction). INOCA can be attributed to endothelial dysfunction, vascular smooth muscle dysfunction, or both, affecting about 20-30 % of patients with nonobstructive CAD. The diagnostic approach for INOCA includes both invasive and non-invasive methods, with cardiac PET (Positron Emission Tomography) playing a significant role in risk stratification and management. PET evaluates various parameters like myocardial blood flow under stress and rest, myocardial flow reserve, and myocardial ischemia. Such comprehensive assessment is essential in accurately diagnosing and managing INOCA, considering the complexity of this condition.
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Affiliation(s)
| | - Malek Nayfeh
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Mahmoud Alrifai
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
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7
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Al Rifai M, Winchester D. When should myocardial perfusion imaging be a first-test choice? J Nucl Cardiol 2024; 33:101824. [PMID: 38360263 DOI: 10.1016/j.nuclcard.2024.101824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/05/2024] [Accepted: 02/06/2024] [Indexed: 02/17/2024]
Affiliation(s)
- Mahmoud Al Rifai
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - David Winchester
- Division of Cardiovascular Medicine, University of Florida, Gainesville, FL, USA.
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8
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Al-Mallah MH, Al Rifai M. Enhancing precision in test choice: Time for a personalized approach. J Nucl Cardiol 2024; 32:101792. [PMID: 38185407 DOI: 10.1016/j.nuclcard.2023.101792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 12/19/2023] [Indexed: 01/09/2024]
Affiliation(s)
- Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.
| | - Mahmoud Al Rifai
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
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9
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Clerc OF, Frey SM, Honegger U, Amrein MLF, Caobelli F, Haaf P, Zellweger MJ. Coronary artery calcium score and pre-test probabilities as gatekeepers to predict and rule out perfusion defects in positron emission tomography. J Nucl Cardiol 2023; 30:2559-2573. [PMID: 37415007 PMCID: PMC10682222 DOI: 10.1007/s12350-023-03322-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 06/02/2023] [Indexed: 07/08/2023]
Abstract
BACKGROUND Little is known about the gatekeeper performance of coronary artery calcium score (CACS) before myocardial perfusion positron emission tomography (PET), compared with updated pre-test probabilities from American and European guidelines (pre-test-AHA/ACC, pre-test-ESC). METHODS We enrolled participants without known coronary artery disease undergoing CACS and Rubidium-82 PET. Abnormal perfusion was defined as summed stress score ≥ 4. Using Bayes' formula, pre-test probabilities and CACS were combined into post-test probabilities. RESULTS We included 2050 participants (54% male, mean age 64.6 years) with median CACS 62 (IQR 0-380), pre-test-ESC 17% (11-26), pre-test-AHA/ACC 27% (16-44), and abnormal perfusion in 437 participants (21%). To predict abnormal perfusion, area under the curve of CACS was 0.81, pre-test-AHA/ACC 0.68, pre-test-ESC 0.69, post-test-AHA/ACC 0.80, and post-test-ESC 0.81 (P < 0.001 for CACS vs. each pre-test, and each post-test vs. pre-test). CACS = 0 had 97% negative predictive value (NPV), pre-test-AHA/ACC ≤ 5% 100%, pre-test-ESC ≤ 5% 98%, post-test-AHA/ACC ≤ 5% 98%, and post-test-ESC ≤ 5% 96%. Among participants, 26% had CACS = 0, 2% pre-test-AHA/ACC ≤ 5%, 7% pre-test-ESC ≤ 5%, 23% post-test-AHA/ACC ≤ 5%, and 33% post-test-ESC ≤ 5% (all P < 0.001). CONCLUSIONS CACS and post-test probabilities are excellent predictors of abnormal perfusion and can rule it out with very high NPV in a substantial proportion of participants. CACS and post-test probabilities may be used as gatekeepers before advanced imaging. Coronary artery calcium score (CACS) predicted abnormal perfusion (SSS ≥ 4) in myocardial positron emission tomography (PET) better than pre-test probabilities of coronary artery disease (CAD), while pre-test-AHA/ACC and pre-test-ESC performed similarly (left). Using Bayes' formula, pre-test-AHA/ACC or pre-test-ESC were combined with CACS into post-test probabilities (middle). This calculation reclassified a substantial proportion of participants to low probability of CAD (0-5%), not needing further imaging, as shown for AHA/ACC probabilities (2% with pre-test-AHA/ACC to 23% with post-test-AHA/ACC, P < 0.001, right). Very few participants with abnormal perfusion were classified under pre-test or post-test probabilities 0-5%, or under CACS 0. AUC: area under the curve. Pre-test-AHA/ACC: Pre-test probability of the American Heart Association/American College of Cardiology. Post-test-AHA/ACC: Post-test probability combining pre-test-AHA/ACC and CACS. Pre-test-ESC: Pre-test probability of the European Society of Cardiology. SSS: Summed stress score.
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Affiliation(s)
- Olivier F Clerc
- Department of Cardiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031, Basel, Switzerland
- Cardiovascular Research Institute Basel (CRIB), University Hospital Basel, University of Basel, Basel, Switzerland
| | - Simon M Frey
- Department of Cardiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031, Basel, Switzerland
- Cardiovascular Research Institute Basel (CRIB), University Hospital Basel, University of Basel, Basel, Switzerland
| | - Ursina Honegger
- Cardiovascular Research Institute Basel (CRIB), University Hospital Basel, University of Basel, Basel, Switzerland
| | - Melissa L F Amrein
- Cardiovascular Research Institute Basel (CRIB), University Hospital Basel, University of Basel, Basel, Switzerland
| | - Federico Caobelli
- Department of Nuclear Medicine, Clinic of Radiology and Nuclear Medicine, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Philip Haaf
- Department of Cardiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031, Basel, Switzerland
- Cardiovascular Research Institute Basel (CRIB), University Hospital Basel, University of Basel, Basel, Switzerland
| | - Michael J Zellweger
- Department of Cardiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031, Basel, Switzerland.
- Cardiovascular Research Institute Basel (CRIB), University Hospital Basel, University of Basel, Basel, Switzerland.
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10
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Liu B, Better N. Coronary artery calcium score as a gatekeeper: are we there yet? J Nucl Cardiol 2023; 30:2574-2577. [PMID: 37700214 DOI: 10.1007/s12350-023-03368-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 08/08/2023] [Indexed: 09/14/2023]
Affiliation(s)
- Bonnia Liu
- Department of Nuclear Medicine, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Nathan Better
- Department of Nuclear Medicine, Royal Melbourne Hospital, Parkville, VIC, Australia.
- Departments of Cardiology and Nuclear Medicine, Cabrini Health, Malvern, VIC, Australia.
- Departments of Cardiology, Royal Melbourne Hospital, Parkville, VIC, Australia.
- Department of Medicine, Monash University, Melbourne, VIC, Australia.
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia.
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11
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Mannarino T, D'Antonio A, Assante R, Zampella E, Gaudieri V, Petretta M, Cuocolo A, Acampa W. Combined evaluation of CAC score and myocardial perfusion imaging in patients at risk of cardiovascular disease: where are we and what do the data say. J Nucl Cardiol 2023; 30:2349-2360. [PMID: 37162738 PMCID: PMC10682302 DOI: 10.1007/s12350-023-03288-2] [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] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 04/06/2023] [Indexed: 05/11/2023]
Abstract
Advances in the prevention and treatment of cardiovascular disease (CVD) over the last decades have led to a marked reduction in mortality for CVD. Nevertheless, atherosclerosis leading to coronary artery disease and stroke remains one of the most common causes of death in the world. The usefulness of imaging tests in the early identification of disease led to identify subjects at major risk of poor outcomes, suggesting risk factor modification. The aim of this article is to analyze the state of art of combined imaging in patients at risk of CVD referred to MPI evaluation, to highlight the present and potential features able to provide incremental prognostic information to help clinicians in patient management and to reduce adverse events.
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Affiliation(s)
- Teresa Mannarino
- Department of Advanced Biomedical Sciences, University "Federico II" of Naples, Via Pansini 5, 80131, Naples, Italy
| | - Adriana D'Antonio
- Department of Advanced Biomedical Sciences, University "Federico II" of Naples, Via Pansini 5, 80131, Naples, Italy
| | - Roberta Assante
- Department of Advanced Biomedical Sciences, University "Federico II" of Naples, Via Pansini 5, 80131, Naples, Italy
| | - Emilia Zampella
- Department of Advanced Biomedical Sciences, University "Federico II" of Naples, Via Pansini 5, 80131, Naples, Italy
| | - Valeria Gaudieri
- Department of Advanced Biomedical Sciences, University "Federico II" of Naples, Via Pansini 5, 80131, Naples, Italy
| | - Mario Petretta
- IRCCS Synlab SDN, Via Gianturco 113, 80142, Naples, Italy
| | - Alberto Cuocolo
- Department of Advanced Biomedical Sciences, University "Federico II" of Naples, Via Pansini 5, 80131, Naples, Italy
| | - Wanda Acampa
- Department of Advanced Biomedical Sciences, University "Federico II" of Naples, Via Pansini 5, 80131, Naples, Italy.
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12
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Di Carli MF. Future of Radionuclide Myocardial Perfusion Imaging: Transitioning from SPECT to PET. J Nucl Med 2023; 64:3S-10S. [PMID: 37918841 DOI: 10.2967/jnumed.122.264864] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 10/05/2023] [Indexed: 11/04/2023] Open
Affiliation(s)
- Marcelo F Di Carli
- Cardiovascular Imaging Program, Departments of Radiology and Medicine; Division of Nuclear Medicine and Molecular Imaging, Department of Radiology; and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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13
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Ahmed AI, Al Rifai M, Alahdab F, Saad JM, Han Y, Alfawara MS, Nayfeh M, Malahfji M, Nabi F, Mahmarian JJ, Cooke JP, Zoghbi WA, Al-Mallah MH. Coronary microvascular health in symptomatic patients with prior COVID-19 infection: an updated analysis. Eur Heart J Cardiovasc Imaging 2023; 24:1544-1554. [PMID: 37254693 PMCID: PMC10610774 DOI: 10.1093/ehjci/jead118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 05/15/2023] [Indexed: 06/01/2023] Open
Abstract
AIMS Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is associated with endothelial dysfunction. We aimed to determine the effects of prior coronavirus disease 2019 (COVID-19) on the coronary microvasculature accounting for time from COVID-19, disease severity, SARS-CoV-2 variants, and in subgroups of patients with diabetes and those with no known coronary artery disease. METHODS AND RESULTS Cases consisted of patients with previous COVID-19 who had clinically indicated positron emission tomography (PET) imaging and were matched 1:3 on clinical and cardiovascular risk factors to controls having no prior infection. Myocardial flow reserve (MFR) was calculated as the ratio of stress to rest myocardial blood flow (MBF) in mL/min/g of the left ventricle. Comparisons between cases and controls were made for the odds and prevalence of impaired MFR (MFR < 2). We included 271 cases matched to 815 controls (mean ± SD age 65 ± 12 years, 52% men). The median (inter-quartile range) number of days between COVID-19 infection and PET imaging was 174 (58-338) days. Patients with prior COVID-19 had a statistically significant higher odds of MFR <2 (adjusted odds ratio 3.1, 95% confidence interval 2.8-4.25 P < 0.001). Results were similar in clinically meaningful subgroups. The proportion of cases with MFR <2 peaked 6-9 months from imaging with a statistically non-significant downtrend afterwards and was comparable across SARS-CoV-2 variants but increased with increasing severity of infection. CONCLUSION The prevalence of impaired MFR is similar by duration of time from infection up to 1 year and SARS-CoV-2 variants, but significantly differs by severity of infection.
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Affiliation(s)
- Ahmed Ibrahim Ahmed
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - Mahmoud Al Rifai
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - Fares Alahdab
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - Jean Michel Saad
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - Yushui Han
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - Moath Said Alfawara
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - Malek Nayfeh
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - Maan Malahfji
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - Faisal Nabi
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - John J Mahmarian
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - John P Cooke
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - William A Zoghbi
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
| | - Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart & Vascular Center, 6565 Fannin St, Houston, TX 77030, USA
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Højstrup S, Hansen KW, Talleruphuus U, Marner L, Bjerking L, Jakobsen L, Christiansen EH, Bouchelouche K, Wiinberg N, Guldbrandsen K, Galatius S, Prescott E. Myocardial Flow Reserve, an Independent Prognostic Marker of All-Cause Mortality Assessed by 82Rb PET Myocardial Perfusion Imaging: A Danish Multicenter Study. Circ Cardiovasc Imaging 2023; 16:e015184. [PMID: 37529907 DOI: 10.1161/circimaging.122.015184] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 07/10/2023] [Indexed: 08/03/2023]
Abstract
BACKGROUND Rubidium-82 positron emission tomography (82Rb PET) myocardial perfusion imaging is used in clinical practice to quantify regional perfusion defects. Additionally, 82Rb PET provides a measure of absolute myocardial flow reserve (MFR), describing the vasculature state of health. We assessed whether 82Rb PET-derived MFR is associated with all-cause mortality independently of the extent of perfusion defects. METHODS We conducted a multicenter clinical registry-based study of patients undergoing 82Rb PET myocardial perfusion imaging on suspicion of chronic coronary syndromes. Patients were followed up in national registries for the primary outcome of all-cause mortality. Global MFR ≤2 was considered reduced. RESULTS Among 7169 patients studied, 38.1% were women, the median age was 69 (IQR, 61-76) years, and 39.0% had MFR ≤2. A total of 667 (9.3%) patients died during a median follow-up of 3.1 (IQR, 2.6-4.0) years, more in patients with MFR ≤2 versus MFR >2 (15.7% versus 5.2%; P<0.001). MFR ≤2 was associated with all-cause mortality across subgroups defined by the extent of perfusion defects (all P<0.05). In a Cox survival regression model adjusting for sex, age, comorbidities, kidney function, left ventricular ejection fraction, and perfusion defects, MFR ≤2 was a robust predictor of mortality with a hazard ratio of 1.62 (95% CI, 1.31-2.02; P<0.001). Among patients with no reversible perfusion defects (n=3101), MFR ≤2 remained strongly associated with mortality (hazard ratio, 1.86 [95% CI, 1.26-2.73]; P<0.01). The prognostic value of impaired MFR was similar for cardiac and noncardiac death. CONCLUSIONS MFR ≤2 predicts all-cause mortality independently of the extent of perfusion defects. Our results support the inclusion of MFR when assessing the prognosis of patients suspected of chronic coronary syndromes.
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Affiliation(s)
- Signe Højstrup
- Department of Cardiology (S.H., K.W.H., L.B., S.G., E.P.), Copenhagen University Hospital, Bispebjerg and Frederiksberg, Denmark
| | - Kim W Hansen
- Department of Cardiology (S.H., K.W.H., L.B., S.G., E.P.), Copenhagen University Hospital, Bispebjerg and Frederiksberg, Denmark
| | - Ulrik Talleruphuus
- Department of Clinical Physiology and Nuclear Medicine (U.T., L.M., N.W., K.G.), Copenhagen University Hospital, Bispebjerg and Frederiksberg, Denmark
| | - Lisbeth Marner
- Department of Clinical Physiology and Nuclear Medicine (U.T., L.M., N.W., K.G.), Copenhagen University Hospital, Bispebjerg and Frederiksberg, Denmark
| | - Louise Bjerking
- Department of Cardiology (S.H., K.W.H., L.B., S.G., E.P.), Copenhagen University Hospital, Bispebjerg and Frederiksberg, Denmark
| | - Lars Jakobsen
- Department of Cardiology (L.J., E.H.C.), Aarhus University Hospital, Denmark
| | | | - Kirsten Bouchelouche
- Department of Nuclear Medicine and PET Center (K.B.), Aarhus University Hospital, Denmark
| | - Niels Wiinberg
- Department of Clinical Physiology and Nuclear Medicine (U.T., L.M., N.W., K.G.), Copenhagen University Hospital, Bispebjerg and Frederiksberg, Denmark
| | - Kasper Guldbrandsen
- Department of Clinical Physiology and Nuclear Medicine (U.T., L.M., N.W., K.G.), Copenhagen University Hospital, Bispebjerg and Frederiksberg, Denmark
- Department of Clinical Physiology, Nuclear Medicine and PET, Copenhagen University Hospital, Rigshospitalet, Denmark (K.G.)
| | - Søren Galatius
- Department of Cardiology (S.H., K.W.H., L.B., S.G., E.P.), Copenhagen University Hospital, Bispebjerg and Frederiksberg, Denmark
| | - Eva Prescott
- Department of Cardiology (S.H., K.W.H., L.B., S.G., E.P.), Copenhagen University Hospital, Bispebjerg and Frederiksberg, Denmark
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15
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Liga R, Gimelli A. Risk stratification of patients with INOCA: is perfusion PET imaging the game winner? J Nucl Cardiol 2023; 30:1118-1120. [PMID: 36542218 DOI: 10.1007/s12350-022-03169-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 11/22/2022] [Indexed: 12/24/2022]
Affiliation(s)
- Riccardo Liga
- Università Di Pisa, Pisa, Italy
- Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
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16
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Nayfeh M, Ahmed AI, Saad JM, Alahdab F, Al-Mallah M. The Role of Cardiac PET in Diagnosis and Prognosis of Ischemic Heart Disease: Optimal Modality Across Different Patient Populations. Curr Atheroscler Rep 2023:10.1007/s11883-023-01107-0. [PMID: 37162723 PMCID: PMC10170052 DOI: 10.1007/s11883-023-01107-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/25/2023] [Indexed: 05/11/2023]
Abstract
PURPOSE OF REVIEW Despite single-photon emission computerized tomography (SPECT) being the most used nuclear imaging technique for diagnosis of coronary artery disease (CAD), many now consider positron emission tomography (PET) as a superior modality. This review will focus on the advances of cardiac PET in recent years and its advantages compared to SPECT in diagnosis and prognosis of CAD. RECENT FINDINGS PET's higher resolution and enhanced diagnostic accuracy, as well as lower radiation exposure, all help explain the rationale for its wider spread and use. PET also allows for measurement of myocardial blood flow (MBF) and myocardial flow reserve (MFR), which aids in several different clinical scenarios, such as diagnosing multivessel disease or identifying non-responders. PET has also been shown to be useful in diagnosing CAD in various specific populations, such as patients with prior COVID-19 infection, cardiac transplant, and other comorbidities.
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Affiliation(s)
- Malek Nayfeh
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Ahmed Ibrahim Ahmed
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Jean Michel Saad
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Fares Alahdab
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Mouaz Al-Mallah
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA.
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17
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Nayfeh M, Ahmed AI, Alahdab F, Al Rifai M, Al-Mallah M. No contrast? No problem! Value in assessing pericoronary fat in non-contrast studies. Atherosclerosis 2023; 370:3-4. [PMID: 36925333 DOI: 10.1016/j.atherosclerosis.2023.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 02/26/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023]
Affiliation(s)
- Malek Nayfeh
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Ahmed Ibrahim Ahmed
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Fares Alahdab
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Mahmoud Al Rifai
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Mouaz Al-Mallah
- Houston Methodist Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA.
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18
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Ahmed AI, Saad JM, Han Y, Malahfji M, Al-Mallah MH. Incremental prognostic value of positron emission tomography derived left ventricular mass. J Nucl Cardiol 2023; 30:254-263. [PMID: 35794457 DOI: 10.1007/s12350-022-03035-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 05/31/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Left ventricular hypertrophy has been shown to be an independent predictor of outcomes in patients with coronary artery disease (CAD). We aimed to determine the incremental prognostic value of positron emission tomography (PET) derived left ventricular mass (LVM) to clinical variables and myocardial flow reserve (MFR). METHODS We included consecutive patients who had clinically indicated PET myocardial perfusion imaging for suspected or established CAD. Patients were followed from the date of PET imaging for major adverse cardiovascular events (MACE, inclusive of all-cause death, non-fatal myocardial infarction, and percutaneous coronary intervention/coronary artery bypass grafting 90 days after imaging). RESULTS A total of 2357 patients underwent PET MPI during the study period (47% female, mean age 66 ± 12 years, 87% hypertensive, 47% diabetic, 79% dyslipidemia). After a mean follow-up of 11.6 ± 6.6 months, 141 patients (6.0%, 5.1 per 1000 person-year) experienced MACE (86 D/24 MI/39 PCI/9 CABG). In nested multivariable Cox models, LVM was not independently associated with outcomes (HR 1.00, P = .157) and had no incremental prognostic value (C index: 0.75, P = .571) over MFR and clinical variables. CONCLUSION Our analysis shows that LVM provides no independent and incremental prognostic value over MFR and clinical variables.
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Affiliation(s)
| | - Jean Michel Saad
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Yushui Han
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Maan Malahfji
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.
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Affiliation(s)
- Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin Street, Smith Tower - Suite 1801, Houston, TX, 77030, USA.
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Singh A, Miller RJH, Otaki Y, Kavanagh P, Hauser MT, Tzolos E, Kwiecinski J, Van Kriekinge S, Wei CC, Sharir T, Einstein AJ, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Liang JX, Huang C, Han D, Dey D, Berman DS, Slomka PJ. Direct Risk Assessment From Myocardial Perfusion Imaging Using Explainable Deep Learning. JACC Cardiovasc Imaging 2023; 16:209-220. [PMID: 36274041 PMCID: PMC10980287 DOI: 10.1016/j.jcmg.2022.07.017] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 06/21/2022] [Accepted: 07/21/2022] [Indexed: 01/19/2023]
Abstract
BACKGROUND Myocardial perfusion imaging (MPI) is frequently used to provide risk stratification, but methods to improve the accuracy of these predictions are needed. OBJECTIVES The authors developed an explainable deep learning (DL) model (HARD MACE [major adverse cardiac events]-DL) for the prediction of death or nonfatal myocardial infarction (MI) and validated its performance in large internal and external testing groups. METHODS Patients undergoing single-photon emission computed tomography MPI were included, with 20,401 patients in the training and internal testing group (5 sites) and 9,019 in the external testing group (2 different sites). HARD MACE-DL uses myocardial perfusion, motion, thickening, and phase polar maps combined with age, sex, and cardiac volumes. The primary outcome was all-cause mortality or nonfatal MI. Prognostic accuracy was evaluated using area under the receiver-operating characteristic curve (AUC). RESULTS During internal testing, patients with normal perfusion and elevated HARD MACE-DL risk were at higher risk than patients with abnormal perfusion and low HARD MACE-DL risk (annualized event rate, 2.9% vs 1.2%; P < 0.001). Patients in the highest quartile of HARD MACE-DL score had an annual rate of death or MI (4.8%) 10-fold higher than patients in the lowest quartile (0.48% per year). In external testing, the AUC for HARD MACE-DL (0.73; 95% CI: 0.71-0.75) was higher than a logistic regression model (AUC: 0.70), stress total perfusion deficit (TPD) (AUC: 0.65), and ischemic TPD (AUC: 0.63; all P < 0.01). Calibration, a measure of how well predicted risk matches actual risk, was excellent in both groups (Brier score, 0.079 for internal and 0.070 for external). CONCLUSIONS The DL model predicts death or MI directly from MPI, by estimating patient-level risk with good calibration and improved accuracy compared with traditional quantitative approaches. The model incorporates mechanisms to explain to the physician which image regions contribute to the adverse event prediction.
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Affiliation(s)
- Ananya Singh
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Robert J H Miller
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Cardiac Sciences, University of Calgary and Libin Cardiovascular Institute, Calgary, Alberta, Canada
| | - Yuka Otaki
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Paul Kavanagh
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Michael T Hauser
- Department of Nuclear Cardiology, Oklahoma Heart Hospital, Oklahoma City, Oklahoma, USA
| | - Evangelos Tzolos
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA; BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - Jacek Kwiecinski
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Interventional Cardiology and Angiology, Institute of Cardiology, Warsaw, Poland
| | - Serge Van Kriekinge
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Chih-Chun Wei
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Tali Sharir
- Department of Nuclear Cardiology, Assuta Medical Center, Tel Aviv, Israel; Department of Nuclear Cardiology, Ben Gurion University of the Negev, Beer Sheba, Israel
| | - Andrew J Einstein
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center and New York-Presbyterian Hospital, New York, New York, USA; Department of Radiology, Columbia University Irving Medical Center and New York-Presbyterian Hospital, New York, New York, USA
| | - Mathews B Fish
- Oregon Heart and Vascular Institute, Sacred Heart Medical Center, Springfield, Oregon, USA
| | - Terrence D Ruddy
- Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Philipp A Kaufmann
- Division of Cardiac Imaging, Department of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Albert J Sinusas
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Edward J Miller
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | | | - Sharmila Dorbala
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Marcelo Di Carli
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Joanna X Liang
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Cathleen Huang
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Donghee Han
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Damini Dey
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Daniel S Berman
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Piotr J Slomka
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA.
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Ahmed AI, Al Rifai M, Alahdab F, Saad JM, Han Y, Alfawara MS, Nabi F, Mahmarian JJ, Al-Mallah MH. Incremental prognostic value of digital positron emission tomography derived myocardial flow reserve: A prospective cohort study. Int J Cardiol 2023; 371:465-471. [PMID: 36096273 DOI: 10.1016/j.ijcard.2022.09.015] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 08/23/2022] [Accepted: 09/07/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Positron Emission Tomography (PET) Myocardial Perfusion Imaging (MPI) is a robust diagnostic and prognostic test in patients with suspected or known coronary artery disease (CAD). We aimed to assess the incremental prognostic value of myocardial flow reserve (MFR) using the latest generation of digital PET scanners. METHODS Consecutive patients with clinically indicated PET MPI for suspected or known CAD were included. Myocardial blood flow (MBF) in ml/min/g was obtained from dynamic images at rest and peak hyperemia, and the myocardial flow reserve (MFR) was calculated as the ratio of stress to rest MBF. Patients were followed from the date of PET imaging for the occurrence of the primary outcome (composite of all-cause death, myocardial infarction, and Percutaneous Coronary Intervention or Coronary Artery Bypass Graft occurring >90 days after imaging). Nested multivariable Cox regression models were used to assess the incremental prognostic role of MFR over traditional risk factors and PET relative perfusion parameters. RESULTS The final cohort consisted of 3534 patients (mean age 67 ± 12 years, 48% female, 67% Caucasian, 53% obese, 55% hypertension, 32% diabetes, 42% dyslipidemia). During a median follow-up of 8.5 (3.0-15.4) months, 229 patients (6.5%, 6.4 per 1000 person-years) experienced the primary outcome. In nested multivariable Cox models, impaired MFR (MFR < 2) was significantly associated with the primary outcome (HR 2.9, 95% CI 2.0-4.1, p < 0.001) and significantly improved discrimination (Harrell's C 0.77, p = 0.002). CONCLUSION MFR derived from digital PET scanners has an independent and incremental prognostic role in patients with suspected or known CAD.
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Affiliation(s)
| | - Mahmoud Al Rifai
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Fares Alahdab
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Jean Michel Saad
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Yushui Han
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | | | - Faisal Nabi
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - John J Mahmarian
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Mouaz H Al-Mallah
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.
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22
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Al-Mallah MH, Bateman TM, Branch KR, Crean A, Gingold EL, Thompson RC, McKenney SE, Miller EJ, Murthy VL, Nieman K, Villines TC, Yester MV, Einstein AJ, Mahmarian JJ. 2022 ASNC/AAPM/SCCT/SNMMI guideline for the use of CT in hybrid nuclear/CT cardiac imaging. J Nucl Cardiol 2022; 29:3491-3535. [PMID: 36056224 DOI: 10.1007/s12350-022-03089-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 08/08/2022] [Indexed: 01/29/2023]
Affiliation(s)
- Mouaz H Al-Mallah
- Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, USA.
| | - Timothy M Bateman
- Department of Cardiology, Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Kelley R Branch
- Division of Cardiovascular, University of Washington, Seattle, WA, USA
| | - Andrew Crean
- Division of Cardiovascular Medicine, Ottawa Heart Institute, Ottawa, ON, Canada
| | - Eric L Gingold
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Randall C Thompson
- Department of Cardiology, Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Sarah E McKenney
- Department of Radiology, University of California, Davis Medical Center, Sacramento, CA, USA
| | - Edward J Miller
- Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Venkatesh L Murthy
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Koen Nieman
- Departments of Cardiovascular Medicine and Radiology, Stanford University Medical Center, Stanford, CA, USA
| | - Todd C Villines
- Division of Cardiovascular Medicine, University of Virginia Health System, Charlottesville, VA, USA
| | - Michael V Yester
- Department of Radiology, School of Medicine, University of Alabama Medical Center, Birmingham, AL, USA
| | - Andrew J Einstein
- Division of Cardiology, Department of Medicine, and Department of Radiology, Columbia University Irving Medical Center and New York-Presbyterian Hospital, New York, NY, USA
| | - John J Mahmarian
- Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, USA
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Nappi C, Ponsiglione A, Falzarano M, Imbriaco M, Klain M, Cuocolo A. Insights into Myocardial Perfusion PET Imaging: the Coronary Flow Capacity. CURRENT CARDIOVASCULAR IMAGING REPORTS 2022. [DOI: 10.1007/s12410-022-09568-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Abstract
Purpose of Review
The present work summarizes the clinical relevance of coronary flow capacity (CFC) with an eye on future perspectives.
Recent findings
CFC concept has been recently introduced providing a comprehensive framework for coronary physiology evaluation.
Summary
It has been widely demonstrated that coronary artery disease (CAD) is a complex disease with a multifactorial etiology resulting from different pathogenic mechanisms. Cardiac positron emission tomography (PET) currently represents the gold standard for CAD assessment, providing absolute myocardial perfusion data including coronary flow reserve (CFR), calculated as the ratio of hyperemic to rest absolute myocardial blood flows. CFC can be obtained from dynamic PET images by plotting the primary stress perfusion data and CFR values for each pixel on a graph of predefined exact ranges. The routine evaluation of this parameter may add diagnostic and prognostic value to clinical and conventional imaging data.
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Primary vs. secondary prevention and coronary artery calcium: Shades of grey. Atherosclerosis 2022; 347:68-69. [DOI: 10.1016/j.atherosclerosis.2022.03.009] [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: 02/26/2022] [Accepted: 03/04/2022] [Indexed: 11/18/2022]
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Thompson RC, Al-Mallah MH, Beanlands RSB, Calnon DA, Dorbala S, Phillips LM, Polk DM, Soman P. ASNC's thoughts on the AHA/ACC chest pain guidelines. J Nucl Cardiol 2022; 29:19-23. [PMID: 34782993 DOI: 10.1007/s12350-021-02856-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 10/27/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Randall C Thompson
- St. Luke's Mid America Heart Institute and University of Missouri-Kansas City, Kansas City, MO, USA.
| | | | - Rob S B Beanlands
- Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, Ottawa, Canada
| | | | | | | | | | - Prem Soman
- University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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OUP accepted manuscript. Eur Heart J Cardiovasc Imaging 2022; 23:1423-1433. [DOI: 10.1093/ehjci/jeac082] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 03/28/2022] [Accepted: 04/12/2022] [Indexed: 11/13/2022] Open
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Ahmed AI, Han Y, Al Rifai M, Alnabelsi T, Nabi F, Chang SM, Chamsi-Pasha MA, Nasir K, Mahmarian JJ, Cainzos-Achirica M, Al-Mallah MH. Added prognostic value of plaque burden to computed tomography angiography and myocardial perfusion imaging. Atherosclerosis 2021; 334:9-16. [PMID: 34450557 DOI: 10.1016/j.atherosclerosis.2021.08.032] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 08/16/2021] [Accepted: 08/18/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND AND AIMS Cardiac computed tomographic angiography (CCTA) - derived measures of coronary artery disease (CAD) burden have been shown to independently predict incident cardiovascular events. We aimed to compare the added prognostic value of plaque burden to CCTA anatomic assessment and single photon emission computed tomography (SPECT) physiologic assessment in a cohort with high prevalence of risk factors undergoing both tests. METHODS Consecutive patients who underwent clinically indicated CCTA and SPECT myocardial imaging for suspected CAD were included. Stenosis severity and segment involvement score (SIS - number of segments with plaque irrespective of stenosis) were determined from CCTA, and presence of ischemia was determined from SPECT. Patients were followed for major adverse cardiovascular events (MACE, inclusive of all-cause death, non-fatal myocardial infarction, and percutaneous coronary intervention or coronary artery bypass grafting 90-days after imaging test.) RESULTS: A total of 956 patients were included (mean age 61.1 ± 14.2 years, 54% men, 89% hypertension, 81% diabetes, 84% dyslipidemia). Obstructive stenosis (left main ≥50%, all other coronary segments ≥70%) and ischemia were observed in a similar number of patients (14%). In multivariable Cox regression models, SIS significantly predicted outcomes and improved risk discrimination in models with CCTA obstructive stenosis (HR 1.15, p ≤ 0.001; Harrel's C 0.74, p = 0.008) and SPECT ischemia (HR 1.14, p < 0.001; Harrel's C 0.76, p = 0.019). CONCLUSIONS Our results suggest that in patients with suspected CAD and a high prevalence of risk-factors, plaque burden adds incremental prognostic value over established CCTA and SPECT measures to predict incident cardiovascular outcomes.
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Affiliation(s)
| | - Yushui Han
- Houston Methodist Debakey Heart & Vascular Center, Houston, TX, USA
| | | | - Talal Alnabelsi
- Houston Methodist Debakey Heart & Vascular Center, Houston, TX, USA
| | - Faisal Nabi
- Houston Methodist Debakey Heart & Vascular Center, Houston, TX, USA
| | - Su Min Chang
- Houston Methodist Debakey Heart & Vascular Center, Houston, TX, USA
| | | | - Khurram Nasir
- Houston Methodist Debakey Heart & Vascular Center, Houston, TX, USA
| | - John J Mahmarian
- Houston Methodist Debakey Heart & Vascular Center, Houston, TX, USA
| | | | - Mouaz H Al-Mallah
- Houston Methodist Debakey Heart & Vascular Center, Houston, TX, USA.
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Di Carli MF. Integrating Coronary Artery Calcium and Functional Imaging: Redundant or Complementary? JACC Cardiovasc Imaging 2021; 14:2453-2456. [PMID: 33865776 DOI: 10.1016/j.jcmg.2021.03.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 03/12/2021] [Indexed: 11/28/2022]
Affiliation(s)
- Marcelo F Di Carli
- Cardiovascular Imaging Program, Departments of Radiology and Medicine, Heart and Vascular Center, Harvard Medical School, Boston, Massachusetts, USA; Division of Cardiovascular Medicine, Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA; Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
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