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Narimani-Javid R, Moradi M, Mahalleh M, Najafi-Vosough R, Arzhangzadeh A, Khalique O, Mojibian H, Kuno T, Mohsen A, Alam M, Shafiei S, Khansari N, Shaghaghi Z, Nozhat S, Hosseini K, Hosseini SK. Machine learning and computational fluid dynamics derived FFRCT demonstrate comparable diagnostic performance in patients with coronary artery disease; A Systematic Review and Meta-Analysis. J Cardiovasc Comput Tomogr 2025; 19:232-246. [PMID: 39988511 DOI: 10.1016/j.jcct.2025.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 01/07/2025] [Accepted: 02/14/2025] [Indexed: 02/25/2025]
Abstract
BACKGROUND As a new noninvasive diagnostic technique, computed tomography-derived fraction flow reserve (FFRCT) has been used to identify hemodynamically significant coronary artery stenosis. FFRCT can be calculated using computational fluid dynamics (CFD) or machine learning (ML) approaches. It was hypothesized that ML-based FFRCT (FFRCTML) has comparable diagnostic performance with CFD-based FFRCT (FFRCTCFD). We used invasive FFR as the reference test to evaluate the diagnostic performance of FFRCTML vs. FFRCTCFD. METHODS We searched PubMed, Cochrane Library, EMBASE, WOS, and Scopus for articles published until March 2024. We analyzed the synthesized sensitivity, specificity, and diagnostic odds ratio (DOR) of FFRCTML vs FFRCTCFD at both the patient and vessel levels. We generated summary receiver operating characteristic curves (SROC) and then calculated the area under the curve (AUC). RESULTS This meta-analysis included 23 studies reporting FFRCTCFD diagnostic performance and 18 studies reporting FFRCTML diagnostic performance. In the FFRCTCFD group, 2501 patients and 3764 vessels or lesions were analyzed. In the FFRCTML group, 1323 patients and 4194 vessels or lesions were analyzed. Our results showed that at the per-patient level, FFRCTCFD and FFRCTML had comparable pooled specificity (Z = -0.59, P = 0.55) and AUC (P = 0.5). At the per-vessel level, FFRCTCFD and FFRCTML also showed comparable specificity (Z = 0.94, P = 0.34), DOR (Z = 0.7, P = 0.48), and AUC (P = 0.74). However, the sensitivity of FFRCTML was significantly lower compared to FFRCTCFD at both patient (Z = -3.85, P = 0.0001) and vessel (Z = -2.05, P = 0.04) levels. CONCLUSION The FFRCTML technique was comparable to standard CFD approaches in terms of AUC and specificity. However, it did not achieve the same level of sensitivity as FFRCTCFD.
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Affiliation(s)
- Roozbeh Narimani-Javid
- Research Center for Advanced Technologies in Cardiovascular Medicine, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran.
| | - Mehdi Moradi
- Department of Cardiology, School of Medicine, Hamadan University of Medical Sciences, Hamadan, Iran.
| | - Mehrdad Mahalleh
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran.
| | - Roya Najafi-Vosough
- Research Center for Health Sciences, Hamadan University of Medical Sciences, Hamadan, Iran.
| | - Alireza Arzhangzadeh
- Department of Cardiology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Omar Khalique
- Department of Cardiology, St. Francis Hospital, Roslyn, NY, USA.
| | - Hamid Mojibian
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.
| | - Toshiki Kuno
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | - Amr Mohsen
- Division of Cardiology, Loma Linda University Medical Center, Loma Linda, CA, USA.
| | - Mahboob Alam
- Division of Cardiology, Baylor College of Medicine, Houston, TX, USA.
| | - Sasan Shafiei
- Department of Cardiology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Nakisa Khansari
- Department of Cardiology, School of Medicine, Hamadan University of Medical Sciences, Hamadan, Iran.
| | - Zahra Shaghaghi
- Cardiovascular Research Center, Hamadan University of Medical Science, Hamadan, Iran.
| | - Salma Nozhat
- Department of Cardiology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Kaveh Hosseini
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran.
| | - Seyed Kianoosh Hosseini
- Department of Cardiology, School of Medicine, Hamadan University of Medical Sciences, Hamadan, Iran.
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Ding E, Chen L, Wei XY, You DS, Pan CJ. Cardiac computed tomography-derived coronary artery volume to myocardial mass for the prediction of risk stratification for acute coronary syndrome. Front Cardiovasc Med 2025; 12:1449148. [PMID: 40017518 PMCID: PMC11865212 DOI: 10.3389/fcvm.2025.1449148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 01/31/2025] [Indexed: 03/01/2025] Open
Abstract
Purpose The study aimed to assess various characteristics of coronary computed tomography angiography (CCTA) in patients presenting with suspected coronary artery disease (CAD). Additionally, the research sought to investigate the predictive value of the coronary artery volume to myocardial mass (V/M) derived from CCTA in risk stratification for patients with acute coronary syndrome (ACS) and to determine the relationship between the V/M ratio and the Global Registry of Acute Coronary Events (GRACE) risk score in ACS. Methods This was a single-center, retrospective study. The magnitude of V/M was investigated in patients with ACS (n = 168), stable angina pectoris (SAP) (n = 160), and healthy controls (n = 122) among 450 patients with suspected CAD who did not require urgent angiography. Patients underwent CCTA for 0.5-6 months (median 3.3 months) before the SAP and ACS event. All patients underwent invasive coronary angiography (ICA) at the time of the SAP and ACS event. The Mantel test was used to assess the factors influencing risk stratification in CAD. Receiver Operating Characteristic (ROC) curve analysis was used to assess the accuracy of the V/M ratio in predicting ACS. Pearson correlation analysis was utilized to analyze the correlation between V/M and GRACE risk score, and independent predictors of high GRACE risk score were screened using univariate and multivariate logistic regression analysis. Results The Mantel test analysis shows that the key factors of ACS were left ventricle myocardial mass (M), V/M, and coronary CT angiography-derived fractional flow reserve (FFRCT) (p < 0.01). The V/M ratio in ACS and SAP was significantly lower than in controls (21.7 ± 6.96, 31.0 ± 9.90, vs. 43.3 ± 11.50 mm3/g; p < 0.001). Lower V/M ratios were found with the progression of CAD from SAP to unstable angina pectoris (UAP) to acute myocardial infarction (AMI) (17.8 ± 5.30, 24.3 ± 6.70, vs. 31.0 ± 9.90 mm3/g; p < 0.001). ROC analysis shows that V/M outperformed FFRCT, % DS in predicting ACS [AUC: 0.78 [95% CI: 0.74-0.83] vs. 0.74 [95% CI: 0.69-0.79], 0.60 [95% CI: 0.53-0.64]], and the combined AUC of the three increased significantly, reaching 0.80 [95%(CI): 0.76-0.85]. Furthermore, in the subgroup of ACS patients, the results of Pearson correlation analysis shows that the GRACE risk score of ACS patients was significantly negatively correlated with the V/M ratio and V/M was found to be an independent predictor of GRACE risk score >140 (p < 0.001). Conclusions The V/M ratio is valuable for stratified risk prediction of ACS and is independently associated with the GRACE risk score.
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Affiliation(s)
| | | | | | | | - Chang-jie Pan
- Department of Radiology, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, China
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Andreini D, Belmonte M, Penicka M, Van Hoe L, Mileva N, Paolisso P, Nagumo S, Nørgaard BL, Ko B, Otake H, Koo BK, Jensen JM, Mizukami T, Munhoz D, Updegrove A, Taylor C, Leipsic J, Sonck J, De Bruyne B, Collet C. Impact of coronary CT image quality on the accuracy of the FFR CT Planner. Eur Radiol 2024; 34:2677-2688. [PMID: 37798406 DOI: 10.1007/s00330-023-10228-8] [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: 04/25/2023] [Revised: 07/03/2023] [Accepted: 07/30/2023] [Indexed: 10/07/2023]
Abstract
OBJECTIVE To assess the accuracy of a virtual stenting tool based on coronary CT angiography (CCTA) and fractional flow reserve (FFR) derived from CCTA (FFRCT Planner) across different levels of image quality. MATERIALS AND METHODS Prospective, multicenter, single-arm study of patients with chronic coronary syndromes and lesions with FFR ≤ 0.80. All patients underwent CCTA performed with recent-generation scanners. CCTA image quality was adjudicated using the four-point Likert scale at a per-vessel level by an independent committee blinded to the FFRCT Planner. Patient- and technical-related factors that could affect the FFRCT Planner accuracy were evaluated. The FFRCT Planner was applied mirroring percutaneous coronary intervention (PCI) to determine the agreement with invasively measured post-PCI FFR. RESULTS Overall, 120 patients (123 vessels) were included. Invasive post-PCI FFR was 0.88 ± 0.06 and Planner FFRCT was 0.86 ± 0.06 (mean difference 0.02 FFR units, the lower limit of agreement (LLA) - 0.12, upper limit of agreement (ULA) 0.15). CCTA image quality was assessed as excellent (Likert score 4) in 48.3%, good (Likert score 3) in 45%, and sufficient (Likert score 2) in 6.7% of patients. The FFRCT Planner was accurate across different levels of image quality with a mean difference between FFRCT Planner and invasive post-PCI FFR of 0.02 ± 0.07 in Likert score 4, 0.02 ± 0.07 in Likert score 3 and 0.03 ± 0.08 in Likert score 2, p = 0.695. Nitrate dose ≥ 0.8mg was the only independent factor associated with the accuracy of the FFRCT Planner (95%CI - 0.06 to - 0.001, p = 0.040). CONCLUSION The FFRCT Planner was accurate in predicting post-PCI FFR independent of CCTA image quality. CLINICAL RELEVANCE STATEMENT Being accurate in predicting post-PCI FFR across a wide spectrum of CT image quality, the FFRCT Planner could potentially enhance and guide the invasive treatment. Adequate vasodilation during CT acquisition is relevant to improve the accuracy of the FFRCT Planner. KEY POINTS • The fractional flow reserve derived from coronary CT angiography (FFRCT) Planner is a novel tool able to accurately predict fractional flow reserve after percutaneous coronary intervention. • The accuracy of the FFRCT Planner was confirmed across a wide spectrum of CT image quality. Nitrates dose at CT acquisition was the only independent predictor of its accuracy. • The FFRCT Planner could potentially enhance and guide the invasive treatment.
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Affiliation(s)
- Daniele Andreini
- Clinical Cardiology and Cardiovascular Imaging Unit, Galeazzi-Sant'Ambrogio Hospital, IRCCS, Via Cristina Belgioioso 173, 20157, Milan, Italy.
- Department of Biomedical and Clinical Sciences, University of Milan, Milan, Italy.
| | - Marta Belmonte
- Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | | | | | - Niya Mileva
- Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium
- Medical University of Sofia, Sofia, Bulgaria
| | - Pasquale Paolisso
- Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Sakura Nagumo
- Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium
- Department of Cardiology, Showa University Fujigaoka Hospital, Yokohama, Kanagawa, Japan
| | - Bjarne L Nørgaard
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Brian Ko
- Monash Cardiovascular Research Centre, Monash University and Monash Heart, Monash Health, Clayton, VIC, Australia
| | - Hiromasa Otake
- Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Bon-Kwon Koo
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | | | - Takuya Mizukami
- Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium
- Department of Cardiology, Showa University Fujigaoka Hospital, Yokohama, Kanagawa, Japan
| | - Daniel Munhoz
- Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | | | | | - Jonathon Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, BC, Canada
| | - Jeroen Sonck
- Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium
| | - Bernard De Bruyne
- Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium
- Department of Cardiology, Lausanne University Hospital, Lausanne, Switzerland
| | - Carlos Collet
- Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium
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van Assen M, Onnis C. Coronary Volume-to-Myocardial Mass Ratio Giving Additional Insights in Coronary Artery Disease Pathophysiology. Radiol Cardiothorac Imaging 2024; 6:e240049. [PMID: 38634746 PMCID: PMC11056761 DOI: 10.1148/ryct.240049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 03/25/2024] [Indexed: 04/19/2024]
Affiliation(s)
- Marly van Assen
- From Department of Radiology and Imaging Sciences, Emory University Hospital, Emory Healthcare, 1365 Clifton Rd NE, Atlanta, GA 30322 (M.v.A., C.O.); and Department of Radiology, Azienda Ospedaliero Universitaria di Cagliari-Polo di Monserrato, Cagliari, Italy (C.O.)
| | - Carlotta Onnis
- From Department of Radiology and Imaging Sciences, Emory University Hospital, Emory Healthcare, 1365 Clifton Rd NE, Atlanta, GA 30322 (M.v.A., C.O.); and Department of Radiology, Azienda Ospedaliero Universitaria di Cagliari-Polo di Monserrato, Cagliari, Italy (C.O.)
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Tsugu T, Tanaka K, Belsack D, Nagatomo Y, Tsugu M, Argacha JF, Cosyns B, Buls N, De Maeseneer M, De Mey J. Impact of vessel morphology on CT-derived fractional-flow-reserve in non-obstructive coronary artery disease in right coronary artery. Eur Radiol 2024; 34:1836-1845. [PMID: 37658136 PMCID: PMC10873436 DOI: 10.1007/s00330-023-09972-8] [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: 02/20/2023] [Revised: 05/16/2023] [Accepted: 05/28/2023] [Indexed: 09/03/2023]
Abstract
OBJECTIVES Computed tomography (CT)-derived fractional flow reserve (FFRCT) decreases continuously from proximal to distal segments of the vessel due to the influence of various factors even in non-obstructive coronary artery disease (NOCAD). It is known that FFRCT is dependent on vessel-length, but the relationship with other vessel morphologies remains to be explained. PURPOSE To investigate morphological aspects of the vessels that influence FFRCT in NOCAD in the right coronary artery (RCA). METHODS A total of 443 patients who underwent both FFRCT and invasive coronary angiography, with < 50% RCA stenosis, were evaluated. Enrolled RCA vessels were classified into two groups according to distal FFRCT: FFRCT ≤ 0.80 (n = 60) and FFRCT > 0.80 (n = 383). Vessel morphology (vessel length, lumen diameter, lumen volume, and plaque volume) and left-ventricular mass were assessed. The ratio of lumen volume and vessel length was defined as V/L ratio. RESULTS Whereas vessel-length was almost the same between FFRCT ≤ 0.80 and > 0.80, lumen volume and V/L ratio were significantly lower in FFRCT ≤ 0.80. Distal FFRCT correlated with plaque-related parameters (low-attenuation plaque, intermediate-attenuation plaque, and calcified plaque) and vessel-related parameters (proximal and distal vessel diameter, vessel length, lumen volume, and V/L ratio). Among all vessel-related parameters, V/L ratio showed the highest correlation with distal FFRCT (r = 0.61, p < 0.0001). Multivariable analysis showed that calcified plaque volume was the strongest predictor of distal FFRCT, followed by V/L ratio (β-coefficient = 0.48, p = 0.03). V/L ratio was the strongest predictor of a distal FFRCT ≤ 0.80 (cut-off 8.1 mm3/mm, AUC 0.88, sensitivity 90.0%, specificity 76.7%, 95% CI 0.84-0.93, p < 0.0001). CONCLUSIONS Our study suggests that V/L ratio can be a measure to predict subclinical coronary perfusion disturbance. CLINICAL RELEVANCE STATEMENT A novel marker of the ratio of lumen volume to vessel length (V/L ratio) is the strongest predictor of a distal CT-derived fractional flow reserve (FFRCT) and may have the potential to improve the diagnostic accuracy of FFRCT. KEY POINTS • Physiological FFRCT decline depends not only on vessel length but also on the lumen volume in non-obstructive coronary artery disease in the right coronary artery. • FFRCT correlates with plaque-related parameters (low-attenuation plaque, intermediate-attenuation plaque, and calcified plaque) and vessel-related parameters (proximal and distal vessel diameter, vessel length, lumen volume, and V/L ratio). • Of vessel-related parameters, V/L ratio is the strongest predictor of a distal FFRCT and an optimal cut-off value of 8.1 mm3/mm.
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Affiliation(s)
- Toshimitsu Tsugu
- Department of Radiology, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090, Jette, Brussels, Belgium.
| | - Kaoru Tanaka
- Department of Radiology, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090, Jette, Brussels, Belgium
| | - Dries Belsack
- Department of Radiology, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090, Jette, Brussels, Belgium
| | - Yuji Nagatomo
- Department of Cardiology, National Defense Medical College Hospital, Tokorozawa, Japan
| | - Mayuko Tsugu
- Department of Radiology, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090, Jette, Brussels, Belgium
| | - Jean-François Argacha
- Cardiology, Centrum Voor Hart- en Vaatziekten, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Bernard Cosyns
- Cardiology, Centrum Voor Hart- en Vaatziekten, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Nico Buls
- Department of Radiology, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090, Jette, Brussels, Belgium
| | - Michel De Maeseneer
- Department of Radiology, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090, Jette, Brussels, Belgium
| | - Johan De Mey
- Department of Radiology, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090, Jette, Brussels, Belgium
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D’Errico F, Ricci F, Luciano A, Sbordone FP, Laudazi M, Mecchia D, Volpe M, Briganti F, Di Landro A, Muscoli S, Pugliese L, De Stasio V, Di Donna C, Romeo F, Garaci F, Floris R, Chiocchi M. The Impact of Nitroglycerin on the Evaluation of Coronary Stenosis in Coronary-CT: Preliminary Study in 131 Patients. J Clin Med 2023; 12:5296. [PMID: 37629336 PMCID: PMC10455480 DOI: 10.3390/jcm12165296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 08/07/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023] Open
Abstract
BACKGROUND The sublingual administration of short-acting nitroglycerin (NTG) before coronary computed tomography (CCT) improves the visualization of coronary arteries, causing vasodilatation. The aim of this study was to evaluate whether and how nitroglycerin can influence the concordance between radiologists and cardiologists in the evaluation of vessel stenosis measured in CCT by the former and during the following coronarography by the latter. METHODS We conducted a retrospective analysis of 131 patients who underwent CCT for cardiac symptoms in 2022, followed by coronarography performed six months later because of significant stenosis revealed by the CCT. First, the patients were divided into two groups: an NTG group who received sublingual nitroglycerin before CCT and a non-NTG group who did not because of contraindications. Second, 254 stenoses were measured by two radiologists after CCT and by two interventional cardiologists during the next coronarography; moreover, stenoses were classified on the basis of their location and plaque pattern (calcific, mixed and lipidic). Third, the strength of agreement was evaluated between the two radiologists, between the two cardiologists and finally between the radiologists and cardiologists in order to evaluate whether and how the interdisciplinary discrepancy in stenosis evaluation could change with or without the use of nitroglycerin before CCT and in relation to the different plaque pattern. RESULTS In the NTG group, the use of nitroglycerine reduced the agreement between radiologists and cardiologists in calcific stenosis but did not change the concordance in the case of mixed or lipidic plaques on the same vessels. CONCLUSIONS The use of sublingual nitroglycerin before CCT may lead to a radiological overestimation of calcific stenosis.
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Affiliation(s)
- Francesca D’Errico
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Francesca Ricci
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Alessandra Luciano
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Francesco Paolo Sbordone
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Mario Laudazi
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Daniele Mecchia
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Maria Volpe
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Flavia Briganti
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Alessio Di Landro
- Unit of Cardiology and Interventional Cardiology, Policlinico Tor Vergata, Viale Oxford 81, 00133 Rome, Italy; (A.D.L.); (S.M.)
| | - Saverio Muscoli
- Unit of Cardiology and Interventional Cardiology, Policlinico Tor Vergata, Viale Oxford 81, 00133 Rome, Italy; (A.D.L.); (S.M.)
| | - Luca Pugliese
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Vincenzo De Stasio
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Carlo Di Donna
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Francesco Romeo
- Faculty of Medicine, UniCamillus International Medical University, 00131 Rome, Italy;
| | - Francesco Garaci
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Roberto Floris
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
| | - Marcello Chiocchi
- Department of Biomedicine and Prevention, Division of Diagnostic Imaging, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (F.D.); (A.L.); (F.P.S.); (M.L.); (D.M.); (M.V.); (F.B.); (L.P.); (V.D.S.); (C.D.D.); (F.G.); (R.F.); (M.C.)
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Kusk MW, Bromark CS, Hestbek-Møller M, Davidsen LØ, Precht H, Brage K. Pill or pump? Nitroglycerin 0.5 mg tablet vs 0.8 mg spray: Effect on proximal vessel diameters at Coronary CT Angiography (CCTA). Radiography (Lond) 2023; 29:918-925. [PMID: 37478639 DOI: 10.1016/j.radi.2023.07.004] [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: 05/01/2023] [Revised: 06/22/2023] [Accepted: 07/07/2023] [Indexed: 07/23/2023]
Abstract
INTRODUCTION The administration of sublingual Nitroglycerin (NTG) prior to CT coronary angiography (CCTA) can be perfomed using pump spray or tablets. Choice of method seems to be based on local preference, rather than published guidelines. This retrospective analysis tested whether proximal coronary diameters differed dependent on the sublingual administration of 0.5 mg Nitroglycerin (NTG) tablets or 0.8 mg NTG spray. METHODS 287 ECG-gated CCTA studies with optimal image quality and Agatston scores<400 were included in this retrospective analysis. 143 of the patients were dosed with NTG tablets at a dose of 0.5 mg prior to CCTA. 144 patients received 2 puffs of 0.4 mg NTG spray for a total dose of 8 mg. All were scanned on a second-generation Dual Source CT. Diameters of proximal segments of Left Main (LM), Right (RCA), Left Anterior (LAD) and circumflex (CX) coronary arteries were measured using semi-automatic electronic callipers by two blinded readers. Results were summarised as the mean of maximum and minimum diameters. Sex-specific analysis of diameters was carried out using repeated-measures ANOVA for each vessel. Agreement between readers was examined with Bland-Altman analysis and intra-class-correlation coefficient (ICC). RESULTS No significant differences in coronary diameters were found except in the RCA for women and LM for men. In both cases, diameters were smaller in the spray group (11 and 9%, respectively). Reader agreement was excellent, with ICC>0.96 for all vessels, and no significant bias, except in CX (0.03 mm). CONCLUSIONS We found no evidence for the systematic superiority of either administration method in proximal coronary vessels. IMPLICATIONS FOR PRACTICE Choosing between tablet or spray NTG prior to CCTA can be guided by practical, economical and hygienic considerations alone.
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Affiliation(s)
- M W Kusk
- Imaging Research Initiative SouthWest (IRIS), Esbjerg, Denmark; Department of Radiology and Nuclear Medicine, Esbjerg Hospital - University Hospital of Southern Denmark, Denmark; University College Dublin, School of Medicine, Dublin, Ireland; Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark.
| | - C S Bromark
- Department of Radiology, Lillebaelt Hospital, University Hospitals of Southern Denmark, Kolding, Denmark
| | - M Hestbek-Møller
- Department of Radiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - L Ø Davidsen
- Department of Radiology, Odense University Hospital, Svendborg, Denmark
| | - H Precht
- Department of Radiology, Lillebaelt Hospital, University Hospitals of Southern Denmark, Kolding, Denmark; Health Sciences Research Centre, UCL University College, Odense, Denmark; Education of Radiography, UCL University College, Odense, Denmark; Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - K Brage
- Education of Radiography, UCL University College, Odense, Denmark; Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
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Takagi H, Ihdayhid AR, Leipsic JA. Integration of fractional flow reserve derived from CT into clinical practice. J Cardiol 2023; 81:577-585. [PMID: 36805489 DOI: 10.1016/j.jjcc.2023.02.002] [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: 01/12/2023] [Accepted: 01/24/2023] [Indexed: 02/21/2023]
Abstract
Fractional flow reserve (FFR) is currently considered as the gold standard for revascularization decision-making in patients with stable coronary artery disease (CAD). The application of computational fluid dynamics to coronary computed tomography (CT) angiography (CCTA) enables calculation of FFR without additional testing, radiation exposure, contrast medium injection, and hyperemia (FFRCT). Although multiple diagnostic and clinical studies have enriched the scientific evidence, it is still challenging to integrate FFRCT into clinical practice. Both meticulous scientific backgrounds and precise anatomical data derived from CCTA are fundamental for FFRCT computation, and there are numerous factors impacting on FFRCT calculation and interpretation: coronary artery stenosis, calcium, atherosclerosis, luminal volume, and left ventricular myocardial mass. Further, there is a gap that clinicians using FFRCT need to recognize in interpretation of FFRCT results between diagnostic studies and clinical studies. In this review, we summarize multiple evidence related to FFRCT computation and interpretation to refine the FFRCT strategy in patients with stable CAD.
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Affiliation(s)
- Hidenobu Takagi
- Department of Diagnostic Radiology, Tohoku University Hospital, Sendai, Miyagi, Japan.
| | - Abdul Rahman Ihdayhid
- Department of Cardiology, Fiona Stanley Hospital, Harry Perkins Institute of Medical Research, Curtin University, Perth, Australia
| | - Jonathon A Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, British Columbia, Canada
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Zhang LJ, Tang C, Xu P, Guo B, Zhou F, Xue Y, Zhang J, Zheng M, Xu L, Hou Y, Lu B, Guo Y, Cheng J, Liang C, Song B, Zhang H, Hong N, Wang P, Chen M, Xu K, Liu S, Jin Z, Lu G. Coronary Computed Tomography Angiography-derived Fractional Flow Reserve: An Expert Consensus Document of Chinese Society of Radiology. J Thorac Imaging 2022; 37:385-400. [PMID: 36162081 DOI: 10.1097/rti.0000000000000679] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Invasive fractional flow reserve (FFR) measured by a pressure wire is a reference standard for evaluating functional stenosis in coronary artery disease. Coronary computed tomography angiography-derived fractional flow reserve (CT-FFR) uses advanced computational analysis methods to noninvasively obtain FFR results from a single conventional coronary computed tomography angiography data to evaluate the hemodynamic significance of coronary artery disease. More and more evidence has found good correlation between the results of noninvasive CT-FFR and invasive FFR. CT-FFR has proven its potential in optimizing patient management, improving risk stratification and prognosis, and reducing total health care costs. However, there is still a lack of standardized interpretation of CT-FFR technology in real-world clinical settings. This expert consensus introduces the principle, workflow, and interpretation of CT-FFR; summarizes the state-of-the-art application of CT-FFR; and provides suggestions and recommendations for the application of CT-FFR with the aim of promoting the standardized application of CT-FFR in clinical practice.
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Affiliation(s)
- Long Jiang Zhang
- Department of Diagnostic Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu Province
| | - Chunxiang Tang
- Department of Diagnostic Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu Province
| | - Pengpeng Xu
- Department of Diagnostic Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu Province
| | - Bangjun Guo
- Department of Diagnostic Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu Province
| | - Fan Zhou
- Department of Diagnostic Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu Province
| | - Yi Xue
- Department of Diagnostic Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu Province
| | - Jiayin Zhang
- Department of Radiology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine
| | - Minwen Zheng
- Department of Radiology, Xijing Hospital, The Fourth Military Medical University-Xi'an
| | - Lei Xu
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University
| | - Yang Hou
- Department of Radiology, Shengjing Hospital of China Medical University
| | - Bin Lu
- Department of Radiology, State Key Laboratory and National Center for Cardiovascular Diseases, Fuwai Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing
| | - Youmin Guo
- Department of Radiology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi
| | - Jingliang Cheng
- Department of Magnetic Resonance Imaging, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province
| | - Changhong Liang
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong Province
| | - Bin Song
- Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, Sichuan Province
| | - Huimao Zhang
- Department of Radiology, The First Hospital of Jilin University, Changchun, Jilin Province, China
| | - Nan Hong
- Department of Radiology, Peking University People's Hospital
| | - Peijun Wang
- Department of Radiology, Tongji Hospital of Tongji University School of Medicine
| | - Min Chen
- Department of Radiology, Beijing Hospital, National Center of Gerontology
| | - Ke Xu
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning Province
| | - Shiyuan Liu
- Department of Radiology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences
| | - Zhengyu Jin
- Department of Medical Imaging and Nuclear Medicine, Changzheng Hospital of Naval Medical University, Shanghai
| | - Guangming Lu
- Department of Diagnostic Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu Province
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10
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Shi K, Yang FF, Si N, Zhu CT, Li N, Dong XL, Guo Y, Zhang T. Effect of 320-row CT reconstruction technology on fractional flow reserve derived from coronary CT angiography based on machine learning: single- versus multiple-cardiac periodic images. Quant Imaging Med Surg 2022; 12:3092-3103. [PMID: 35655842 PMCID: PMC9131332 DOI: 10.21037/qims-21-659] [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: 06/24/2021] [Accepted: 03/02/2022] [Indexed: 10/13/2023]
Abstract
BACKGROUND Fractional flow reserve derived from computed tomography (CT-FFR) can be used to noninvasively evaluate the functions of coronary arteries and has been widely welcomed in the field of cardiovascular research. However, whether different image reconstruction schemes have an effect on CT-FFR analysis through single- and multiple-cardiac periodic images in the same patient has not been investigated. METHODS This study retrospectively enrolled 122 patients who underwent 320-row computed tomography (CT) examination with both single- and multiple-cardiac periodic reconstruction schemes; a total of 366 coronary arteries were analyzed. The lowest CT-FFR values of each vessel and the poststenosis CT-FFR values of the lesion-specific coronary artery were measured using the two reconstruction techniques. The Wilcoxon signed-rank test was used to compare differences in CT-FFR values between the two reconstruction techniques. Spearman correlation analysis was performed to determine the relationship between CT-FFR values derived using the two methods. Bland-Altman and intraclass correlation coefficient (ICC) analyses were performed to evaluate the consistency of CT-FFR values. RESULTS In all blood vessels, the lowest CT-FFR values showed no significant differences between the two reconstruction techniques in the left anterior descending artery (LAD; P=0.65), left circumflex artery (LCx; P=0.46), or right coronary artery (RCA; P=0.22). In blood vessels with atherosclerotic plaques, the poststenosis CT-FFR values (2 cm distal to the maximum stenosis) exhibited no significant differences between the two reconstruction techniques in the LAD (P=0.78), LCx (P=1.00), or RCA (P=1.00). The mean CT-FFR values of single- and multiple-cardiac periodic images showed excellent correlation and minimal bias in all groups. CONCLUSIONS CT-FFR analysis based on an artificial intelligence deep learning neural network is stable and not affected by the type of 320-row CT reconstruction technology.
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Affiliation(s)
- Ke Shi
- Department of Radiology, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Feng-Feng Yang
- Department of Radiology, The Second Hospital, Tianjin Medical University, Tianjin, China
| | - Nuo Si
- Department of Radiology, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Chen-Tao Zhu
- Department of Radiology, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Na Li
- Department of Radiology, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Xiao-Lin Dong
- Department of Radiology, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Yan Guo
- GE Healthcare, Beijing, China
| | - Tong Zhang
- Department of Radiology, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
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Ihdayhid AR, Fairbairn TA, Gulsin GS, Tzimas G, Danehy E, Updegrove A, Jensen JM, Taylor CA, Bax JJ, Sellers SL, Leipsic JA, Nørgaard BL. Cardiac computed tomography-derived coronary artery volume to myocardial mass. J Cardiovasc Comput Tomogr 2022; 16:198-206. [PMID: 34740557 DOI: 10.1016/j.jcct.2021.10.007] [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] [Received: 07/17/2021] [Revised: 09/27/2021] [Accepted: 10/25/2021] [Indexed: 11/29/2022]
Abstract
In the absence of disease impacting the coronary arteries or myocardium, there exists a linear relationship between vessel volume and myocardial mass to ensure balanced distribution of blood supply. This balance may be disturbed in diseases of either the coronary artery tree, the myocardium, or both. However, in contemporary evaluation the coronary artery anatomy and myocardium are assessed separately. Recently the coronary lumen volume to myocardial mass ratio (V/M), measured noninvasively using coronary computed tomography angiography (CTCA), has emerged as an integrated measure of myocardial blood supply and demand in vivo. This has the potential to yield new insights into diseases where this balance is altered, thus impacting clinical diagnoses and management. In this review, we outline the scientific methodology underpinning CTCA-derived measurement of V/M. We describe recent studies describing alterations in V/M across a range of cardiovascular conditions, including coronary artery disease, cardiomyopathies and coronary microvascular dysfunction. Lastly, we highlight areas of unmet research need and future directions, where V/M may further enhance our understanding of the pathophysiology of cardiovascular disease.
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Affiliation(s)
- Abdul Rahman Ihdayhid
- Department of Cardiology, Fiona Stanley Hospital, Harry Perkins Institute of Medical Research, University of Western Australia, Perth, Australia.
| | - Timothy A Fairbairn
- Department of Cardiology, University of Liverpool, Liverpool Heart and Chest Hospital, Liverpool, United Kingdom.
| | - Gaurav S Gulsin
- University of Leicester and the Leicester NIHR Biomedical Research Centre, Department of Cardiovascular Sciences, Glenfield Hospital, Leicester, United Kingdom; Department of Medicine and Radiology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Georgios Tzimas
- Department of Medicine and Radiology, University of British Columbia, Vancouver, British Columbia, Canada; Department of Heart Vessels, Cardiology Service, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
| | | | | | - Jesper M Jensen
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark.
| | | | - Jeroen J Bax
- Leiden University, Department of Medicine, Leiden, Netherlands.
| | - Stephanie L Sellers
- Department of Medicine and Radiology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Jonathon A Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Bjarne L Nørgaard
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark.
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12
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Impact of Sublingual Nitroglycerin on the Assessment of Computed Tomography–derived Fractional Flow Reserve. J Comput Assist Tomogr 2021; 46:23-28. [DOI: 10.1097/rct.0000000000001244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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13
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Gohmann RF, Pawelka K, Seitz P, Majunke N, Heiser L, Renatus K, Desch S, Lauten P, Holzhey D, Noack T, Wilde J, Kiefer P, Krieghoff C, Lücke C, Gottschling S, Ebel S, Borger MA, Thiele H, Panknin C, Horn M, Abdel-Wahab M, Gutberlet M. Combined Coronary CT-Angiography and TAVR Planning for Ruling Out Significant Coronary Artery Disease: Added Value of Machine-Learning-Based CT-FFR. JACC Cardiovasc Imaging 2021; 15:476-486. [PMID: 34801449 DOI: 10.1016/j.jcmg.2021.09.013] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 09/07/2021] [Accepted: 09/10/2021] [Indexed: 01/09/2023]
Abstract
OBJECTIVES To analyze the ability of machine-learning (ML)-based computed tomography (CT)-derived fractional flow reserve (CT-FFR) to further improve the diagnostic performance of coronary CT angiography (cCTA) for ruling out significant coronary artery disease (CAD) during pre-transcatheter aortic valve replacement (TAVR) evaluation in patients with a high pre-test probability for CAD. BACKGROUND CAD is a frequent comorbidity in patients undergoing TAVR. Current guidelines recommend its assessment before TAVR. If significant CAD can be excluded on cCTA, invasive coronary angiography (ICA) may be avoided. Although cCTA is a very sensitive test, it is limited by relatively low specificity and positive predictive value, particularly in high-risk patients. METHODS Overall, 460 patients (79.6 ± 7.4 years) undergoing pre-TAVR CT were included and examined with an electrocardiogram-gated CT scan of the heart and high-pitch scan of the vascular access route. Images were evaluated for significant CAD. Patients routinely underwent ICA (388/460), which was omitted at the discretion of the local Heart Team if CAD could be effectively ruled out on cCTA (72/460). CT examinations in which CAD could not be ruled out (CAD+) (n = 272) underwent additional ML-based CT-FFR. RESULTS ML-based CT-FFR was successfully performed in 79.4% (216/272) of all CAD+ patients and correctly reclassified 17 patients as CAD negative. CT-FFR was not feasible in 20.6% because of reduced image quality (37/56) or anatomic variants (19/56). Sensitivity, specificity, positive predictive value, and negative predictive value were 94.9%, 52.0%, 52.2%, and 94.9%, respectively. The additional evaluation with ML-based CT-FFR increased accuracy by Δ+3.4% (CAD+: Δ+6.0%) and raised the total number of examinations negative for CAD to 43.9% (202/460). CONCLUSIONS ML-based CT-FFR may further improve the diagnostic performance of cCTA by correctly reclassifying a considerable proportion of patients with morphological signs of obstructive CAD on cCTA during pre-TAVR evaluation. Thereby, CT-FFR has the potential to further reduce the need for ICA in this challenging elderly group of patients before TAVR.
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Affiliation(s)
- Robin F Gohmann
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany; Medical Faculty, University of Leipzig, Leipzig, Germany.
| | - Konrad Pawelka
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany; Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Patrick Seitz
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany
| | - Nicolas Majunke
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - Linda Heiser
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany
| | - Katharina Renatus
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany; Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Steffen Desch
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - Philipp Lauten
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - David Holzhey
- Department of Cardiac Surgery, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - Thilo Noack
- Department of Cardiac Surgery, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - Johannes Wilde
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - Philipp Kiefer
- Department of Cardiac Surgery, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - Christian Krieghoff
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany
| | - Christian Lücke
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany
| | - Sebastian Gottschling
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany
| | - Sebastian Ebel
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany; Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Michael A Borger
- Department of Cardiac Surgery, Heart Center Leipzig at University of Leipzig, Leipzig, Germany; Leipzig Heart Institute, Leipzig, Germany
| | - Holger Thiele
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany; Leipzig Heart Institute, Leipzig, Germany
| | | | - Matthias Horn
- Institute for Medical Informatics, Statistics and Epidemiology (IMISE), University of Leipzig, Leipzig, Germany
| | - Mohamed Abdel-Wahab
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - Matthias Gutberlet
- Department of Diagnostic and Interventional Radiology, Heart Center Leipzig, Leipzig, Germany; Medical Faculty, University of Leipzig, Leipzig, Germany; Leipzig Heart Institute, Leipzig, Germany
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Using 320-detector row computed tomography angiography to investigate the arterial anatomy of the toe flaps on living humans. Surg Radiol Anat 2021; 43:1711-1719. [PMID: 34226966 DOI: 10.1007/s00276-021-02793-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 06/27/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE Using 320-detector row computed tomography angiography (320-CTA) to investigate the arterial supply for the toe flaps, namely the anatomical characteristics of the dorsalis pedis artery (DPA), the first dorsal metatarsal artery (FDMA), and the arteries of the first toe web space (AsFTWS). METHODS This was a prospective study on CTA of 72 intact feet of 36 Vietnamese adults who had sequelae of thumb or metacarpal hand amputation, from June 2017 to December 2019, then preoperative CTA images were compared with surgical findings on 31 feet of 29 patients. RESULTS 320-CTA was able to investigate the DPA, FDMA, and AsFTWS in 100% of cases. DPA was absent in 6.9% of cases. The average diameters at its origin and termination were 3.22 and 2.56 mm, respectively. For FDMA, the rates of Gilbert type I, II, and III were 52.8%, 18.1%, and 29.2%; the average diameters at its origin and termination were 1.98 and 1.67 mm, respectively. At the first toe web space, FDMA was dominant in 54.2% of cases; the first plantar metatarsal artery (FPMA) was dominant in 29.2% of cases; both arteries were equally dominant in 16.6%. The average diameter at the origin of the lateral plantar digital artery of the great toe was 1.48 mm, of the medial plantar digital artery of the second toe was 1.21 mm. Preoperative CTA images resembled the surgical findings in all cases. The survival rate of toe flaps was 100%. CONCLUSION The 320-CTA provided proper preoperative images in two and three dimensions, and helped surgeons to establish a preoperative surgical plan, thus increasing the success rate of toe transfer surgery.
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Hsieh YF, Lee CK, Wang W, Huang YC, Lee WJ, Wang TD, Chou CY. Coronary CT angiography-based estimation of myocardial perfusion territories for coronary artery FFR and wall shear stress simulation. Sci Rep 2021; 11:13855. [PMID: 34226598 PMCID: PMC8257574 DOI: 10.1038/s41598-021-93237-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 06/21/2021] [Indexed: 11/30/2022] Open
Abstract
This study aims to apply a CCTA-derived territory-based patient-specific estimation of boundary conditions for coronary artery fractional flow reserve (FFR) and wall shear stress (WSS) simulation. The non-invasive simulation can help diagnose the significance of coronary stenosis and the likelihood of myocardial ischemia. FFR is often regarded as the gold standard to evaluate the functional significance of stenosis in coronary arteries. In another aspect, proximal wall shear stress (\documentclass[12pt]{minimal}
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\begin{document}$$\mathrm{{WSS}_{prox}}$$\end{document}WSSprox) can also be an indicator of plaque vulnerability. During the simulation process, the mass flow rate of the blood in coronary arteries is one of the most important boundary conditions. This study utilized the myocardium territory to estimate and allocate the mass flow rate. 20 patients are included in this study. From the knowledge of anatomical information of coronary arteries and the myocardium, the territory-based FFR and the \documentclass[12pt]{minimal}
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\begin{document}$$\mathrm{{WSS}_{prox}}$$\end{document}WSSprox can both be derived from fluid dynamics simulations. Applying the threshold of distinguishing between significant and non-significant stenosis, the territory-based method can reach the accuracy, sensitivity, and specificity of 0.88, 0.90, and 0.80, respectively. For significantly stenotic cases (\documentclass[12pt]{minimal}
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\begin{document}$$\mathrm{FFR}_{m}$$\end{document}FFRm\documentclass[12pt]{minimal}
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\begin{document}$$\le$$\end{document}≤ 0.80), the vessels usually have higher wall shear stress in the proximal region of the lesion.
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Affiliation(s)
- Yu-Fang Hsieh
- Department of Biomechatronics Engineering, National Taiwan University, Taipei, 106, Taiwan
| | - Chih-Kuo Lee
- Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu, 300, Taiwan
| | - Weichung Wang
- Institute of Applied Mathematical Sciences, National Taiwan University, Taipei, 106, Taiwan
| | - Yu-Cheng Huang
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, 100, Taiwan
| | - Wen-Jeng Lee
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, 100, Taiwan
| | - Tzung-Dau Wang
- Cardiovascular Center and Divisions of Cardiology and Hospital Medicine, Department of Internal Medicine, National Taiwan University Hospital, Taipei, 100, Taiwan
| | - Cheng-Ying Chou
- Department of Biomechatronics Engineering, National Taiwan University, Taipei, 106, Taiwan.
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Maggiore P, Huang AL, Anastasius M, Brown R, Boroditsky J, Ariel E, Ezekiel J, Merkur J, Blanke P, Leipsic J. A comparative assessment of the performance of a state-of-the art small footprint dedicated cardiovascular CT scanner. J Cardiovasc Comput Tomogr 2020; 15:85-87. [PMID: 32654946 DOI: 10.1016/j.jcct.2020.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Revised: 04/01/2020] [Accepted: 04/02/2020] [Indexed: 11/20/2022]
Abstract
INTRODUCTION With increasing adoption of CT coronary angiography (CTA) there is increasing demand for cost-effective, small footprint, dedicated cardiac scanners. We compared a state-of-the-art, small footprint dedicated cardiac scanner (DCCT) to a standard multidetector scanner (MDCT). METHODS The study was a retrospective unblinded single centre study. A total of 800 patients were included, with 400 undergoing a DCCT and MDCT coronary CTA scanning, respectively. Image quality was assessed using a 4-point grading score. Image noise and artifact, signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR), and acceptance rate for CT-derived fractional flow reserve (FFRct) were recorded. RESULTS Overall image quality was higher in the DCCT group (3.8 ± 0.55 vs 3.6 ± 0.69; p = 0.042). There was no difference in overall image noise (p = 0.131) or artifact (p = 0.295). SNR was superior in the DCCT group (14.2 ± 6.85 vs 11.4 ± 3.32; p < 0.005) as was CNR (12.7 ± 6.77 vs 11.9 ± 3.29; p < 0.005). The heart rate was lower in the DCCT group (56 ± 9.1 vs 59 ± 8.1; p < 0.005). No difference in the dose length product (DLP median 244.53 (IQR 105.6) vs 237.63 (IQR 160.1); p = 0.313) or FFRCT acceptance rate (100 vs 97.7%; p > 0.05) was noted. Independent predictors of excellent quality regardless of scanner type were age (p = 0.011), heart rate <65 bpm (p < 0.005), and body mass index < 35 (p < 0.005). CONCLUSION A DCCT scanner is capable of image quality similar to modern current generation general purpose CT technology. Such technology appears to be a viable option to serve the increasing demand for CTCA imaging.
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Affiliation(s)
- Paul Maggiore
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada
| | - Alex L Huang
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada
| | - Malcolm Anastasius
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada
| | - Richard Brown
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada
| | - Jordan Boroditsky
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada
| | - Evan Ariel
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada
| | - Jonah Ezekiel
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada
| | - Jacob Merkur
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada
| | - Philipp Blanke
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada
| | - Jonathon Leipsic
- Department of Radiology, St Paul's Hospital, Vancouver, British Columbia, Canada.
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Keulards DCJ, Fournier S, van 't Veer M, Colaiori I, Zelis JM, El Farissi M, Zimmermann FM, Collet C, De Bruyne B, Pijls NHJ. Computed tomographic myocardial mass compared with invasive myocardial perfusion measurement. Heart 2020; 106:1489-1494. [PMID: 32471907 PMCID: PMC7509389 DOI: 10.1136/heartjnl-2020-316689] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 04/23/2020] [Accepted: 04/24/2020] [Indexed: 12/21/2022] Open
Abstract
Objective The prognostic importance of a coronary stenosis depends on its functional severity and its depending myocardial mass. Functional severity can be assessed by fractional flow reserve (FFR), estimated non-invasively by a specific validated CT algorithm (FFRCT). Calculation of myocardial mass at risk by that same set of CT data (CTmass), however, has not been prospectively validated so far. The aim of the present study was to compare relative territorial-based CTmass assessment with relative flow distribution, which is closely linked to true myocardial mass. Methods In this exploratory study, 35 patients with (near) normal coronary arteries underwent CT scanning for computed flow-based CTmass assessment and underwent invasive myocardial perfusion measurement in all 3 major coronary arteries by continuous thermodilution. Next, the mass and flows were calculated as relative percentages of total mass and perfusion. Results The mean difference between CTmass per territory and invasively measured myocardial perfusion, both expressed as percentage of total mass and perfusion, was 5.3±6.2% for the left anterior descending territory, −2.0±7.4% for the left circumflex territory and −3.2±3.4% for the right coronary artery territory. The intraclass correlation between the two techniques was 0.90. Conclusions Our study shows a close relationship between the relative mass of the perfusion territory calculated by the specific CT algorithm and invasively measured myocardial perfusion. As such, these data support the use of CTmass to estimate territorial myocardium-at-risk in proximal coronary arteries.
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Affiliation(s)
- Daniëlle C J Keulards
- Department of Cardiology, Catharina Hospital, Eindhoven, North Brabant, The Netherlands
| | - Stephane Fournier
- Department of Cardiology, University Hospital of Lausanne, Lausanne, Switzerland.,Department of Cardiology, Cardiovascular Center Aalst, OLV Clinic Aalst, Leopoldlaan, Belgium
| | - Marcel van 't Veer
- Department of Cardiology, Catharina Hospital, Eindhoven, North Brabant, The Netherlands.,Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Iginio Colaiori
- Department of Cardiology, Cardiovascular Center Aalst, OLV Clinic Aalst, Leopoldlaan, Belgium
| | - Jo M Zelis
- Department of Cardiology, Catharina Hospital, Eindhoven, North Brabant, The Netherlands
| | - Mohamed El Farissi
- Department of Cardiology, Catharina Hospital, Eindhoven, North Brabant, The Netherlands
| | - Frederik M Zimmermann
- Department of Cardiology, Catharina Hospital, Eindhoven, North Brabant, The Netherlands
| | - Carlos Collet
- Department of Cardiology, Cardiovascular Center Aalst, OLV Clinic Aalst, Leopoldlaan, Belgium
| | - Bernard De Bruyne
- Department of Cardiology, University Hospital of Lausanne, Lausanne, Switzerland.,Department of Cardiology, Cardiovascular Center Aalst, OLV Clinic Aalst, Leopoldlaan, Belgium
| | - Nico H J Pijls
- Department of Cardiology, Catharina Hospital, Eindhoven, North Brabant, The Netherlands.,Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
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