1
|
Lv R, Wang L, Maehara A, Matsumura M, Guo X, Samady H, Giddens DP, Zheng J, Mintz GS, Tang D. Combining IVUS + OCT Data, Biomechanical Models and Machine Learning Method for Accurate Coronary Plaque Morphology Quantification and Cap Thickness and Stress/Strain Index Predictions. J Funct Biomater 2023; 14:jfb14010041. [PMID: 36662088 PMCID: PMC9864708 DOI: 10.3390/jfb14010041] [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: 11/27/2022] [Revised: 12/25/2022] [Accepted: 01/09/2023] [Indexed: 01/13/2023] Open
Abstract
Assessment and prediction of vulnerable plaque progression and rupture risk are of utmost importance for diagnosis, management and treatment of cardiovascular diseases and possible prevention of acute cardiovascular events such as heart attack and stroke. However, accurate assessment of plaque vulnerability assessment and prediction of its future changes require accurate plaque cap thickness, tissue component and structure quantifications and mechanical stress/strain calculations. Multi-modality intravascular ultrasound (IVUS), optical coherence tomography (OCT) and angiography image data with follow-up were acquired from ten patients to obtain accurate and reliable plaque morphology for model construction. Three-dimensional thin-slice finite element models were constructed for 228 matched IVUS + OCT slices to obtain plaque stress/strain data for analysis. Quantitative plaque cap thickness and stress/strain indices were introduced as substitute quantitative plaque vulnerability indices (PVIs) and a machine learning method (random forest) was employed to predict PVI changes with actual patient IVUS + OCT follow-up data as the gold standard. Our prediction results showed that optimal prediction accuracies for changes in cap-PVI (C-PVI), mean cap stress PVI (meanS-PVI) and mean cap strain PVI (meanSn-PVI) were 90.3% (AUC = 0.877), 85.6% (AUC = 0.867) and 83.3% (AUC = 0.809), respectively. The improvements in prediction accuracy by the best combination predictor over the best single predictor were 6.6% for C-PVI, 10.0% for mean S-PVI and 8.0% for mean Sn-PVI. Our results demonstrated the potential using multi-modality IVUS + OCT image to accurately and efficiently predict plaque cap thickness and stress/strain index changes. Combining mechanical and morphological predictors may lead to better prediction accuracies.
Collapse
Affiliation(s)
- Rui Lv
- School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China
| | - Liang Wang
- School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China
- Correspondence: (L.W.); (D.T.); Tel.: +1-508-831-5332 (D.T.)
| | - Akiko Maehara
- The Cardiovascular Research Foundation, Columbia University, New York, NY 10019, USA
| | - Mitsuaki Matsumura
- The Cardiovascular Research Foundation, Columbia University, New York, NY 10019, USA
| | - Xiaoya Guo
- School of Science, Nanjing University of Posts and Telecommunications, Nanjing 210023, China
| | - Habib Samady
- Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Don P. Giddens
- Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
- The Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Jie Zheng
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, MO 63110, USA
| | - Gary S. Mintz
- The Cardiovascular Research Foundation, Columbia University, New York, NY 10019, USA
| | - Dalin Tang
- School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China
- Mathematical Sciences Department, Worcester Polytechnic Institute, Worcester, MA 01609, USA
- Correspondence: (L.W.); (D.T.); Tel.: +1-508-831-5332 (D.T.)
| |
Collapse
|
2
|
Li D, Li Y, Wang C, Jiang H, Zhao L, Hong X, Lin M, Luan Y, Shen X, Chen Z, Zhang W. Elevation of Hemoglobin A1c Increases the Atherosclerotic Plaque Vulnerability and the Visit-to-Visit Variability of Lipid Profiles in Patients Who Underwent Elective Percutaneous Coronary Intervention. Front Cardiovasc Med 2022; 9:803036. [PMID: 35187124 PMCID: PMC8852677 DOI: 10.3389/fcvm.2022.803036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 01/11/2022] [Indexed: 02/05/2023] Open
Abstract
Background Increased plaque vulnerability and higher lipid variability are causes of adverse cardiovascular events. Despite a close association between glucose and lipid metabolisms, the influence of elevated glycated hemoglobin A1c (HbA1c) on plaque vulnerability and lipid variability remains unclear. Methods Among subjects undergoing percutaneous coronary intervention (PCI) from 2009 through 2019, 366 patients received intravascular optical coherence tomography (OCT) assessment and 4,445 patients underwent the scheduled follow-ups within 1 year after PCI. Vulnerability features of culprit vessels were analyzed by OCT examination, including the assessment of lipid, macrophage, calcium, and minimal fibrous cap thickness (FCT). Visit-to-visit lipid variability was determined by different definitions including standard deviation (SD), coefficient of variation (CV), and variability independent of the mean (VIM). Multivariable linear regression analysis was used to verify the influence of HbA1c on plaque vulnerability features and lipid variability. Exploratory analyses were also performed in non-diabetic patients. Results Among enrolled subjects, the pre-procedure HbA1c was 5.90 ± 1.31%, and the average follow-up HbA1c was 5.98 ± 1.16%. By OCT assessment, multivariable linear regression analyses demonstrated that patients with elevated HbA1c had a thinner minimal FCT (β = −6.985, P = 0.048), greater lipid index (LI) (β = 226.299, P = 0.005), and higher macrophage index (β = 54.526, P = 0.045). Even in non-diabetic patients, elevated HbA1c also linearly decreased minimal FCT (β = −14.011, P = 0.036), increased LI (β = 290.048, P = 0.041) and macrophage index (β = 120.029, P = 0.048). Subsequently, scheduled follow-ups were performed during 1-year following PCI. Multivariable linear regression analyses proved that elevated average follow-up HbA1c levels increased the VIM of lipid profiles, including low-density lipoprotein cholesterol (β = 2.594, P < 0.001), high-density lipoprotein cholesterol (β = 0.461, P = 0.044), non-high-density lipoprotein cholesterol (β = 1.473, P < 0.001), total cholesterol (β = 0.947, P < 0.001), and triglyceride (β = 4.217, P < 0.001). The result was consistent in non-diabetic patients and was verified when SD and CV were used to estimate variability. Conclusion In patients undergoing elective PCI, elevated HbA1c increases the atherosclerotic plaque vulnerability and the visit-to-visit variability of lipid profiles, which is consistent in non-diabetic patients.
Collapse
Affiliation(s)
- Duanbin Li
- Department of Cardiology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Ya Li
- Department of Cardiology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Cao Wang
- Department of Cardiology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
- Department of Cardiology, Haiyan People's Hospital, Jiaxing, China
| | - Hangpan Jiang
- Department of Cardiology, The Fourth Affiliated Hospital, College of Medicine, Zhejiang University, Yiwu, China
| | - Liding Zhao
- Department of Cardiology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Xulin Hong
- Department of Cardiology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Maoning Lin
- Department of Cardiology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Yi Luan
- Department of Cardiology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Xiaohua Shen
- Department of Cardiology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
- *Correspondence: Wenbin Zhang
| | - Zhaoyang Chen
- Department of Cardiology, Union Hospital, Fujian Medical University, Fuzhou, China
- Zhaoyang Chen
| | - Wenbin Zhang
- Department of Cardiology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
- Xiaohua Shen
| |
Collapse
|
3
|
Lesion Geometry as Assessed by Optical Coherence Tomography Is Related to Myocardial Ischemia as Determined by Cardiac Magnetic Resonance Imaging. J Clin Med 2021; 10:jcm10153342. [PMID: 34362126 PMCID: PMC8348708 DOI: 10.3390/jcm10153342] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 07/11/2021] [Accepted: 07/16/2021] [Indexed: 01/04/2023] Open
Abstract
INTRODUCTION Although the relationship between the geometry of coronary stenosis and the presence of myocardial ischemia is well known, the association between stenosis geometry and severity and/or extent of ischemia is still unexplored. Thus, we investigated this relationship using optical coherence tomography (OCT) to assess stenosis parameters and cardiac magnetic resonance imaging (CMR) to determine both extent and severity of ischemia. METHODS We analyzed 55 lesions from 51 patients with stable angina. Pre-interventionally, all patients underwent OCT-analysis of stenosis morphology as well as CMR to determine both the extent and severity of myocardial ischemia. RESULTS Percent area stenosis (%AS) was significantly associated with ischemic burden (r = 0.416, p = 0.003). Similar results could be obtained for other stenosis parameters as well as for several other parameters assessing the extent of ischemia. Furthermore, OCT-derived stenosis parameters were associated with the product of ischemic burden and severity of ischemia (%AS: r = 0.435, p = 0.002; similar results for other parameters). A Poiseuille's-law-modelled combination of stenosis length and minimal lumen diameter yielded a good diagnostic efficiency (AUC 0.787) in predicting an ischemic burden >10%. CONCLUSIONS Our data highlight the key role of the geometry of coronary lesions in determining myocardial ischemia.
Collapse
|
4
|
Milzi A, Lemma ED, Dettori R, Burgmaier K, Marx N, Reith S, Burgmaier M. Coronary plaque composition influences biomechanical stress and predicts plaque rupture in a morpho-mechanic OCT analysis. eLife 2021; 10:64020. [PMID: 33972016 PMCID: PMC8112861 DOI: 10.7554/elife.64020] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 04/04/2021] [Indexed: 12/28/2022] Open
Abstract
Plaque rupture occurs if stress within coronary lesions exceeds the protection exerted by the fibrous cap overlying the necrotic lipid core. However, very little is known about the biomechanical stress exerting this disrupting force. Employing optical coherence tomography (OCT), we generated plaque models and performed finite-element analysis to simulate stress distributions within the vessel wall in 10 ruptured and 10 non-ruptured lesions. In ruptured lesions, maximal stress within fibrous cap (peak cap stress [PCS]: 174 ± 67 vs. 52 ± 42 kPa, p<0.001) and vessel wall (maximal plaque stress [MPS]: 399 ± 233 vs. 90 ± 95 kPa, p=0.001) were significantly higher compared to non-ruptured plaques. Ruptures arose in the immediate proximity of maximal stress concentrations (angular distances: 21.8 ± 30.3° for PCS vs. 20.7 ± 23.7° for MPS); stress concentrations excellently predicted plaque rupture (area under the curve: 0.940 for PCS, 0.950 for MPS). This prediction of plaque rupture was superior to established vulnerability features such as fibrous cap thickness or macrophage infiltration. In conclusion, OCT-based finite-element analysis effectively assesses plaque biomechanics, which in turn predicts plaque rupture in patients. This highlights the importance of morpho-mechanic analysis assessing the disrupting effects of plaque stress. Heart attacks are caused by a blockage in arteries that supply oxygen to the heart. This often happens when fatty deposits (or ‘plaques’) that line blood vessels break off and create a clot. To identify individuals most at risk of this occurring, physicians currently use symptoms, family history, blood tests, imaging and surgical procedures. But better methods are needed. Imaging blockages in the arteries of individuals who died from heart attacks highlighted certain plaque characteristics that increase the risk of a rupture. Further understanding the forces that lead to these fatty deposits breaking off may help scientists to develop improved heart attack prediction methods. Using patient-specific computer simulations, Milzi et al. show it is possible to predict where plaques are most likely to rupture in an individual, based on biomechanical stresses on the deposits in the artery. The models also showed how forces on the external layers of the plaque played a pivotal role in breakages. More research is needed to confirm the results of this study and to develop automated ways for measuring the stress exerted on plaques in the arteries. If that research is successful, biomechanical analyses of artery plaques in routine patient assessments may one day allow physicians to predict heart attacks and provide life-saving preventive care.
Collapse
Affiliation(s)
- Andrea Milzi
- Department of Cardiology, University Hospital of the RWTH Aachen, Aachen, Germany
| | - Enrico Domenico Lemma
- Zoological Institute, Department of Cell- and Neurobiology, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
| | - Rosalia Dettori
- Department of Cardiology, University Hospital of the RWTH Aachen, Aachen, Germany
| | - Kathrin Burgmaier
- Department of Pediatrics, University Hospital of Cologne, Cologne, Germany
| | - Nikolaus Marx
- Department of Cardiology, University Hospital of the RWTH Aachen, Aachen, Germany
| | - Sebastian Reith
- Department of Cardiology, University Hospital of the RWTH Aachen, Aachen, Germany
| | - Mathias Burgmaier
- Department of Cardiology, University Hospital of the RWTH Aachen, Aachen, Germany
| |
Collapse
|
5
|
Risk stratification and screening for coronary artery disease in asymptomatic patients with diabetes mellitus: Position paper of the French Society of Cardiology and the French-speaking Society of Diabetology. Arch Cardiovasc Dis 2020; 114:150-172. [PMID: 33309203 DOI: 10.1016/j.acvd.2020.07.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 07/07/2020] [Accepted: 07/09/2020] [Indexed: 01/09/2023]
|
6
|
Kogo T, Hiro T, Kitano D, Takayama T, Fukamachi D, Morikawa T, Sudo M, Okumura Y. Macrophage accumulation within coronary arterial wall in diabetic patients with acute coronary syndrome: a study with in-vivo intravascular imaging modalities. Cardiovasc Diabetol 2020; 19:135. [PMID: 32891145 PMCID: PMC7487506 DOI: 10.1186/s12933-020-01110-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Accepted: 08/29/2020] [Indexed: 11/10/2022] Open
Abstract
Background and aims Macrophage accumulation in arteriosclerotic plaque of coronary arteries is involved in plaque destabilization. Atherosclerosis has been known to be progressive in patients with type 2 diabetes mellitus (DM). This study compared the features of 3-dimensional (3D) spatial distribution of macrophage accumulation within coronary artery wall between acute coronary syndrome (ACS) patients with DM (n = 20) and those without (non-DM, n = 20) by using intravascular ultrasound (IVUS) and optical coherence tomography (OCT). Methods The OCT-derived macrophage accumulation was measured within the proximal left anterior-descending artery. This measurement was performed for the whole vessel segment of interest, higher shear stress region (flow divider side) and lower shear stress region (the opposite side). Results Normalized macrophage accumulation per unit length of the whole segment of interest was significantly larger in ACS patients with DM than without. In non-DM patients, macrophage density per IVUS-derived plaque volume was significantly higher in high shear stress region compared to low shear stress region, however, there was no significant difference between the two regions in DM patients. The macrophage density in the low shear stress region was significantly higher in the DM group than in the non-DM group. A multivariate analysis showed that the presence of DM was a major determinant for macrophage distribution. Conclusions Macrophage accumulation was more abundant and homogeneous within coronary arterial wall in DM patients with ACS compared to non-DM patients, suggesting that plaque destabilization may occur more widely throughout coronary wall in DM patients.
Collapse
Affiliation(s)
- Takaaki Kogo
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi-Kamicho Itabashi-ku, Tokyo, 173-8610, Japan
| | - Takafumi Hiro
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi-Kamicho Itabashi-ku, Tokyo, 173-8610, Japan.
| | - Daisuke Kitano
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi-Kamicho Itabashi-ku, Tokyo, 173-8610, Japan
| | - Tadateru Takayama
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi-Kamicho Itabashi-ku, Tokyo, 173-8610, Japan
| | - Daisuke Fukamachi
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi-Kamicho Itabashi-ku, Tokyo, 173-8610, Japan
| | - Tomoyuki Morikawa
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi-Kamicho Itabashi-ku, Tokyo, 173-8610, Japan
| | - Mitsumasa Sudo
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi-Kamicho Itabashi-ku, Tokyo, 173-8610, Japan
| | - Yasuo Okumura
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi-Kamicho Itabashi-ku, Tokyo, 173-8610, Japan
| |
Collapse
|
7
|
Battermann S, Milzi A, Dettori R, Burgmaier K, Marx N, Burgmaier M, Reith S. High cardiovascular risk of patients with type 2 diabetes is only partially attributed to angiographic burden of atherosclerosis. Diab Vasc Dis Res 2020; 17:1479164120953612. [PMID: 32962403 PMCID: PMC7919215 DOI: 10.1177/1479164120953612] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Patients with type 2 diabetes (T2DM) are at high risk for cardiovascular events and present more severe coronary artery disease (CAD). The Gensini and COURAGE scores are established angiographic instruments to assess CAD severity, which may also predict future cardiovascular risk. However, it is unclear if these scores are able to depict the increased risk of patients with T2DM and stable CAD (T2DM-SAP). METHODS We performed quantitative coronary angiography and assessed the Gensini and COURAGE scores in 124 patients with T2DM-SAP. Angiographic data were compared to patients with stable angina without T2DM (Non-DM-SAP, n = 74), and to patients with acute coronary syndrome and T2DM (T2DM-ACS, n = 53). RESULTS T2DM-SAP patients had similar Gensini and COURAGE-scores compared to Non-DM-SAP-patients (Gensini: 14.44 ± 27.34 vs 11.49 ± 26.99, p = 0.465; COURAGE: 3.48 ± 4.49 vs 3.60 ± 4.72, p = 0.854). In contrast, T2DM-SAP patients had significantly lower Gensini (14.44 ± 27.34 vs 30.94 ± 48.74, p = 0.003) and lower COURAGE (3.48 ± 4.49 vs 5.30 ± 4.63, p = 0.016) scores compared to T2DM-ACS-patients. CONCLUSION Both the Gensini and the COURAGE score fail to predict the high cardiovascular risk of patients with T2DM-SAP. Therefore, these scores should be used with caution in the assessment of future risk of patients with T2DM. However, among T2DM-ACS patients, both scores are increased, reflecting the high cardiovascular risk in this patient population.
Collapse
Affiliation(s)
- Simone Battermann
- Department of Cardiology, University
Hospital of the RWTH Aachen, Aachen, Germany
| | - Andrea Milzi
- Department of Cardiology, University
Hospital of the RWTH Aachen, Aachen, Germany
| | - Rosalia Dettori
- Department of Cardiology, University
Hospital of the RWTH Aachen, Aachen, Germany
| | - Kathrin Burgmaier
- Department of Pediatrics, University
Hospital of Cologne, Koln, Nordrhein-Westfalen, Germany
| | - Nikolaus Marx
- Department of Cardiology, University
Hospital of the RWTH Aachen, Aachen, Germany
| | - Mathias Burgmaier
- Department of Cardiology, University
Hospital of the RWTH Aachen, Aachen, Germany
| | - Sebastian Reith
- Department of Cardiology, University
Hospital of the RWTH Aachen, Aachen, Germany
- Sebastian Reith, Department of Cardiology /
Medical Clinic I, University Hospital of the RWTH Aachen, Pauwelsstr. 30, Aachen
D-52074, Germany.
| |
Collapse
|
8
|
Valensi P, Henry P, Boccara F, Cosson E, Prevost G, Emmerich J, Ernande L, Marcadet D, Mousseaux E, Rouzet F, Sultan A, Ferrières J, Vergès B, Van Belle E. Risk stratification and screening for coronary artery disease in asymptomatic patients with diabetes mellitus: Position paper of the French Society of Cardiology and the French-speaking Society of Diabetology. DIABETES & METABOLISM 2020; 47:101185. [PMID: 32846201 DOI: 10.1016/j.diabet.2020.08.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Key Words] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 07/07/2020] [Accepted: 07/09/2020] [Indexed: 01/09/2023]
Affiliation(s)
- Paul Valensi
- Unit of Endocrinology Diabetology Nutrition, AP-HP, Jean Verdier hospital, CINFO, CRNH-IdF, Paris 13 University, Sorbonne Paris Cité, Bondy, France
| | - Patrick Henry
- Department of Cardiology, Inserm U942, Lariboisiere Hospital, Assistance Publique - Hôpitaux de Paris, University of Paris, Paris, France.
| | - Franck Boccara
- AP-HP, Hôpitaux de l'Est Parisien, Hôpital Saint-Antoine, Department of Cardiology, Sorbonne Université-Inserm UMR S_938, Centre de Recherche Saint-Antoine, Paris, France
| | - Emmanuel Cosson
- AP-HP, Avicenne Hospital, Paris 13 University, Sorbonne Paris Cité, Department of Endocrinology-Diabetology-Nutrition, CRNH-IdF, CINFO, Bobigny, France; Paris 13 University, Sorbonne Paris Cité, UMR U557 Inserm/U11125 INRAE/CNAM/Université Paris13, Unité de Recherche Epidémiologique Nutritionnelle, Bobigny, France
| | - Gaetan Prevost
- Department of Endocrinology, Diabetes and Metabolic Diseases, Normandie Univ, UNIROUEN, Rouen University Hospital, Centre d'Investigation Clinique (CIC-CRB)-Inserm 1404, Rouen University Hospital, 76000 Rouen, France
| | - Joseph Emmerich
- Service de Médecine Vasculaire, Groupe Hospitalier Paris Saint-Joseph, Université de Paris, Inserm UMR1153-CRESS, 75674 Paris cedex 14, France
| | - Laura Ernande
- Service des explorations fonctionnelles, Hôpital Henri Mondor, AP-HP et Inserm U955, Université Paris-Est Créteil, France
| | - Dany Marcadet
- Centre Coeur et Santé Bernoulli - Cardiologie du sport et Réadaptation Cardiaque, 3, rue Bernoulli, 75008 Paris, France
| | - Elie Mousseaux
- Radiology Department, Hôpital Européen Georges Pompidou & Inserm U 970; Assistance Publique - Hôpitaux de Paris, University of Paris, French Society of Cardiovascular Imaging (SFICV), Paris, France
| | - François Rouzet
- Nuclear Medicine Department, Bichat Hospital, AP-HP Paris - Université de Paris, Laboratory for Vascular Translational Science, Inserm, UMR 1148, 75018 Paris, France
| | - Ariane Sultan
- Physiologie et Médecine Expérimentale du Coeur et des Muscles (PHYMEDEX), U1046 Inserm, UMR9214 CNRS, Université de Montpellier, 34295 Montpellier; Département Endocrinologie, Nutrition, Diabète, Equipe Nutrition, Diabète, CHRU Montpellier, 34090 Montpellier, France
| | - Jean Ferrières
- Department of Cardiology and UMR Inserm 1027, Toulouse Rangueil University Hospital, Toulouse University School of Medicine, Toulouse, France
| | - Bruno Vergès
- Service Endocrinologie-Diabétologie, CHU Dijon - Inserm LNC-UMR 1231, Dijon, France
| | - Eric Van Belle
- Department of Interventional Cardiology for Coronary, Valves and Structural Heart Diseases, Institut Coeur Poumon, Centre Hospitalier Universitaire de Lille, Lille, France; Inserm, U1011, Institut Pasteur de Lille, EGID, Lille, France; Department of Medicine, Université de Lille, Lille, France
| |
Collapse
|
9
|
Ramasamy A, Safi H, Moon J, Andiapen M, Rathod K, Maurovich-Horvat P, Bajaj R, Serruys P, Mathur A, Baumbach A, Pugliese F, Torii R, Bourantas C. Evaluation of the Efficacy of Computed Tomographic Coronary Angiography in Assessing Coronary Artery Morphology and Physiology: Rationale and Study Design. Cardiology 2020; 145:285-293. [DOI: 10.1159/000506537] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 02/12/2020] [Indexed: 11/19/2022]
Abstract
Computed tomographic coronary angiography (CTCA) is a non-invasive imaging modality, which allows plaque burden and composition assessment and detection of plaque characteristics associated with increased vulnerability. In addition, CTCA-based coronary artery reconstruction enables local haemodynamic forces assessment, which regulate plaque formation and vascular inflammation and prediction of lesions that are prone to progress and cause events. However, the use of CTCA for vulnerable plaque detection in the clinical arena remains limited. To unlock the full potential of CTCA and enable its broad use, further work is needed to develop user-friendly processing tools that will allow fast and accurate analysis of CTCA, computational fluid dynamic modelling, and evaluation of the local haemodynamic forces. The present study aims to develop a seamless platform that will overcome the limitations of CTCA and enable fast and accurate evaluation of plaque morphology and physiology. We will analyse imaging data from 70 patients with coronary artery disease who will undergo state-of-the-art CTCA and near-infrared spectroscopy-intravascular ultrasound imaging and develop and train algorithms that will take advantage of the intravascular imaging data to optimise vessel segmentation and plaque characterisation. Furthermore, we will design an advanced module that will enable reconstruction of coronary artery anatomy from CTCA, blood flow simulation, shear stress estimation, and comprehensive visualisation of vessel pathophysiology. These advances are expected to facilitate the broad use of CTCA, not only for risk stratification but also for the evaluation of the effect of emerging therapies on plaque evolution.
Collapse
|
10
|
Difference in plaque characteristics of coronary culprit lesions in a cohort of Egyptian patients presented with acute coronary syndrome and stable coronary artery disease: An optical coherence tomography study. Egypt Heart J 2018; 70:95-100. [PMID: 30166889 PMCID: PMC6112336 DOI: 10.1016/j.ehj.2017.12.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 12/04/2017] [Indexed: 11/25/2022] Open
Abstract
Aims This study was designed to utilize frequency-domain optical coherence tomography (FD-OCT) for assessment of plaque characteristics and vulnerability in patients with acute coronary syndrome (ACS) compared to stable coronary artery disease (SCAD). Methods and results We enrolled 48 patients; divided into an ACS-group (27 patients) and SCAD-group (21 patients) according to their clinical presentation. Hypertension and diabetes mellitus were more prevalent in SCAD group. Patients with ACS showed higher frequency of lipid-rich plaques (96.3% vs. 66.7%, P = .015), lower frequency of calcium plaques (7.4% vs. 57.1%, P < .001), and fibrous plaques (14.8% vs. 81%, P < .001) when compared with SCAD patients. The TCFA (defined as lipid-rich plaque with cap thickness <65 μm) identified more frequently (33.3% vs. 14.3%, P = .185), with a trend towards thinner median fibrous cap thickness (70 (50–180) µm vs. 100 (50–220) µm, P = .064) in ACS group. Rupture plaque (52% vs. 14.3%, P = .014), plaque erosion (18.5% vs. 0%, P = .059) and intracoronary thrombus (92.6% vs. 14.3%, P < .001) were observed more frequently in ACS group, while cholesterol crystals were identified frequently in patients with SCAD (0.0% vs. 33.3%, P = .002). Conclusion The current FD-OCT study demonstrated the differences of plaque morphology and identified distinct lesion characteristics between patients with ACS and those with SCAD. These findings could explain the clinical presentation of patients in both groups.
Collapse
Key Words
- %AS, percent area stenosis
- ACS, acute coronary syndrome
- Clinical presentation
- ECG, electrocardiogram
- EF, ejection fraction
- FCT, fibrous cap thickness
- FD-OCT, frequency-domain optical coherence tomography
- Frequency-domain optical coherence tomography
- ICC, intra-class correlation
- IVUS, intravascular ultrasound virtual histologic
- LAD, left anterior descending coronary artery
- LCX, left circumflex coronary artery
- MFCT, minimum fibrous cap thickness
- MLCSA, minimum luminal cross sectional area
- NSTE-ACS, non-ST-elevation acute coronary syndrome
- Plaque characteristics
- RCA, right coronary artery
- SAP, stable angina pectoris
- SCAD, stable coronary artery disease
- STEMI, ST elevation myocardial infarction
- TCFAs, thin cap fibroatheromas
Collapse
|
11
|
Zhang S, Dai J, Jia H, Hu S, Du H, Li N, Zou Y, Zou Y, Jing S, Wang Y, Sun R, Yu B. Non-culprit plaque characteristics in acute coronary syndrome patients with raised hemoglobinA1c: an intravascular optical coherence tomography study. Cardiovasc Diabetol 2018; 17:90. [PMID: 29907160 PMCID: PMC6002985 DOI: 10.1186/s12933-018-0729-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2018] [Accepted: 06/06/2018] [Indexed: 02/03/2023] Open
Abstract
Background Raised hemoglobinA1c (HbA1c) is an indicator of pre-diabetes, which is associated with increased risk of coronary artery disease. However, the detailed morphological characteristics of non-culprit plaques in acute coronary syndrome (ACS) patients remain largely unknown. Methods A total of 305 non-culprit plaques from 216 ACS patients were analyzed by intravascular optical coherence tomography. These patients were divided into three groups according to the serum glycosylated hemoglobin level: normal HbA1c (< 5.7%), pre-diabetes with raised HbA1c (5.7–6.4%) and diabetes mellitus (DM). Results Plaques in patients with raised HbA1c had a longer lipid length (17.0 ± 8.3 mm vs. 13.9 ± 7.2 mm, P = 0.004) and greater lipid index (2775.0 ± 1694.0 mm° vs. 1592.1 ± 981.2 mm°, P = 0.001) than those with normal HbA1c but were similar to DM. The prevalence of calcification in patients with raised HbA1c was significantly higher (38.7% vs. 26.3%, P = 0.048) than normal HbA1c but was similar to DM. The percentage of macrophage infiltration in the DM group was higher than that in the normal HbA1c group (20.5% vs. 7.4%, P = 0.005). Conclusions Compared to patients with normal HbA1c, the non-culprit plaques in ACS patients with raised HbA1c had more typical vulnerable features but were similar to DM.
Collapse
Affiliation(s)
- Shaotao Zhang
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Jiannan Dai
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Haibo Jia
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Sining Hu
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Hongwei Du
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Ning Li
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Yongpeng Zou
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Yanan Zou
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Shenhong Jing
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Yan Wang
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Rong Sun
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Bo Yu
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China.
| |
Collapse
|
12
|
Type 2 diabetes mellitus is associated with a lower fibrous cap thickness but has no impact on calcification morphology: an intracoronary optical coherence tomography study. Cardiovasc Diabetol 2017; 16:152. [PMID: 29195505 PMCID: PMC5709861 DOI: 10.1186/s12933-017-0635-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Accepted: 11/10/2017] [Indexed: 12/13/2022] Open
Abstract
Background Patients with type 2 diabetes (T2DM) are at high risk for cardiovascular events, which usually arise from the rupture of a vulnerable coronary plaque. The minimal fibrous cap thickness (FCT) overlying a necrotic lipid core is an established predictor for plaque rupture. Recently, coronary calcification has emerged as a relevant feature of plaque vulnerability. However, the impact of T2DM on these morphological plaque parameters is largely unexplored. Therefore, this study aimed to compare differences of coronary plaque morphology in patients with and without T2DM with a particular focus on coronary calcification. Methods In 91 patients (T2DM = 56, non-T2DM = 35) with 105 coronary de novo lesions (T2DM = 56, non-T2DM = 49) plaque morphology and calcification were analyzed using optical coherence tomography (OCT) prior to coronary intervention. Results Patients with T2DM had a lower minimal FCT (80.4 ± 27.0 µm vs. 106.8 ± 27.8 µm, p < 0.001) and a higher percent area stenosis (77.9 ± 8.1% vs. 71.7 ± 11.2%, p = 0.001) compared to non-diabetic subjects. However, patients with and without T2DM had a similar total number of calcifications (4.0 ± 2.6 vs. 4.2 ± 3.1, p = ns) and no significant difference was detected in the number of micro- (0.34 ± 0.79 vs. 0.31 ± 0.71), spotty (2.11 ± 1.77 vs. 2.37 ± 1.89) or macro-calcifications (1.55 ± 1.13 vs. 1.53 ± 0.71, all p = ns). The mean calcium arc (82.3 ± 44.8° vs. 73.7 ± 31.6), the mean thickness of calcification (0.54 ± 0.13 mm vs. 0.51 ± 0.15 mm), the mean calcified area (0.99 ± 0.72 mm2 vs. 0.78 ± 0.49 mm2), the mean depth of calcification (172 ± 192 μm vs. 160 ± 76 μm) and the cap thickness overlying the calcification (50 ± 71 μm vs. 62 ± 61 μm) did not differ between the diabetic and non-diabetic groups (all p = ns). Conclusion T2DM has an impact on the minimal FCT of the coronary target lesion, but not on localization, size, shape or extent of calcification. Thus, the minimal FCT overlying the necrotic lipid core but not calcification is likely to contribute to the increased plaque vulnerability observed in patients with T2DM.
Collapse
|
13
|
Taguchi Y, Itoh T, Oda H, Uchimura Y, Kaneko K, Sakamoto T, Goto I, Sakuma M, Ishida M, Terashita D, Otake H, Morino Y, Shinke T. Coronary risk factors associated with OCT macrophage images and their response after CoCr everolimus-eluting stent implantation in patients with stable coronary artery disease. Atherosclerosis 2017; 265:117-123. [DOI: 10.1016/j.atherosclerosis.2017.08.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Revised: 07/27/2017] [Accepted: 08/16/2017] [Indexed: 02/02/2023]
|
14
|
Burgmaier M, Reith S, Schurgers L, Kahles F, Marx N, Reutelingsperger C. Circulating annexin A5 levels are associated with carotid intima-media thickness but not coronary plaque composition. Diab Vasc Dis Res 2017; 14:415-422. [PMID: 28592134 DOI: 10.1177/1479164117710392] [Citation(s) in RCA: 4] [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] [Indexed: 10/19/2022] Open
Abstract
BACKGROUND Annexin A5 (anxA5) is involved in processes which are crucial in atherogenesis. However, anxA5's relationship with atherosclerotic lesion extension and plaque composition in high-risk patients with type 2 diabetes remains unclear. Thus, we characterized the association between circulating anxA5 levels with atherosclerotic burden and coronary plaque composition in diabetes mellitus patients. METHODS Intima-media thickness was determined in 96 diabetes mellitus patients with stable coronary artery disease. Furthermore, intracoronary optical coherence tomography was performed in 106 lesions to determine plaque composition. RESULTS AnxA5 plasma levels of patients with intima-media thickening were higher (3.49 ± 2.19 ng/mL) compared to patients with normal intima-media thickness (2.24 ± 1.67 ng/mL, p = 0.002). Furthermore, anxA5 was associated with intima-media thickening on univariable [odds ratio = 1.445 (1.106-1.889), p = 0.007] and multivariable [odds ratio = 1.643 (1.166-2.314), p = 0.005] logistic regression analysis when adjusted for multiple cardiovascular risk factors and biomarkers. Furthermore, receiver operating characteristic analysis demonstrated that anxA5 predicted intima-media thickening with low-moderate diagnostic efficiency [area under the curve = 0.700 (0.592-0.808)]. In contrast, there was no association between anxA5 levels and coronary plaque composition as assessed by optical coherence tomography including the presence of lipid, calcified, fibrous plaque or the minimal thickness of the fibrous cap overlying the necrotic lipid core ( p = ns). CONCLUSION Circulating anxA5 levels are associated with carotid intima-media thickness but not coronary plaque composition in high-risk patients with diabetes mellitus.
Collapse
Affiliation(s)
- Mathias Burgmaier
- 1 Department of Cardiology, Medical Clinic I, University Hospital of the RWTH Aachen, Aachen, Germany
| | - Sebastian Reith
- 1 Department of Cardiology, Medical Clinic I, University Hospital of the RWTH Aachen, Aachen, Germany
| | - Leon Schurgers
- 2 Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Florian Kahles
- 1 Department of Cardiology, Medical Clinic I, University Hospital of the RWTH Aachen, Aachen, Germany
| | - Nikolaus Marx
- 1 Department of Cardiology, Medical Clinic I, University Hospital of the RWTH Aachen, Aachen, Germany
| | - Chris Reutelingsperger
- 2 Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
| |
Collapse
|
15
|
Yamada S, Koike T, Nakagawa T, Kuniyoshi N, Ying Y, Itabe H, Yamashita A, Asada Y, Shiomi M. Morphological features of coronary plaques in WHHLMI rabbits (Oryctolagus cuniculus), an animal model for familial hypercholesterolemia. Exp Anim 2016; 66:145-157. [PMID: 28025424 PMCID: PMC5411301 DOI: 10.1538/expanim.16-0078] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
In order to examine their suitability for studies on coronary atherosclerosis, we
evaluated the features of coronary atherosclerotic plaques in myocardial infarction-prone
Watanabe heritable hyperlipidemic (WHHLMI) rabbits, a spontaneous animal model for
coronary atherosclerosis and myocardial infarction. Coronary segments of the hearts of 187
WHHLMI rabbits (10–29 months old) were sectioned serially and stained histopathologically
and immunohistologically. Progression of coronary lesions was prominent in rabbits that
had died suddenly. The degree of coronary lesions of females was higher than that of
males. Various types of atherosclerotic lesions were observed in the coronary arteries,
such as plaques with a large lipid core covered by a thin fibrous cap, fatty streaks,
early and advanced fibroatheromas, fibrous lesions, and advanced lesions with calcium
accumulation and the vasa vasorum. In rabbits that had died suddenly, the frequencies of
fibroatheromas or advanced lesions were higher than those of rabbits euthanized. Matrix
metalloproteinase (MMP)-positive macrophages were detected in gaps among endothelial cells
at the plaque surface, beneath the fibrous cap of thin-capped fibroatheromas, and at the
bottom of the intimal plaques in which the tunica media was attenuated. Immunohistological
results suggest that MMP-positive macrophages are involved in the initiation, progression,
and destabilization of coronary plaques, in addition to vascular remodeling, even in
WHHLMI rabbits. In conclusion, coronary lesions in WHHLMI rabbits resemble human
atherosclerotic lesions, and thus, the WHHLMI rabbit is a suitable animal model for
studies on human coronary plaques.
Collapse
Affiliation(s)
- Satoshi Yamada
- Institute for Experimental Animals, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe, Hyogo 650-0017, Japan
| | - Tomonari Koike
- Institute for Experimental Animals, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe, Hyogo 650-0017, Japan
| | - Takayuki Nakagawa
- Division of Comparative Pathophysiology, Department of Physiology and Cell Biology, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe 650-0017, Japan
| | - Nobue Kuniyoshi
- Institute for Experimental Animals, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe, Hyogo 650-0017, Japan
| | - Yu Ying
- Institute for Experimental Animals, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe, Hyogo 650-0017, Japan
| | - Hiroyuki Itabe
- Division of Biological Chemistry, Department of Molecular Biology, Showa University School of Pharmacy, 1-5-8 Hatanodai, Shinagawa, Tokyo 142-8555, Japan
| | - Atsushi Yamashita
- Department of Pathology, Faculty of Medicine, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
| | - Yuji Asada
- Department of Pathology, Faculty of Medicine, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
| | - Masashi Shiomi
- Institute for Experimental Animals, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe, Hyogo 650-0017, Japan.,Division of Comparative Pathophysiology, Department of Physiology and Cell Biology, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe 650-0017, Japan
| |
Collapse
|
16
|
Combined optical coherence tomography morphologic and fractional flow reserve hemodynamic assessment of non- culprit lesions to better predict adverse event outcomes in diabetes mellitus patients: COMBINE (OCT-FFR) prospective study. Rationale and design. Cardiovasc Diabetol 2016; 15:144. [PMID: 27724869 PMCID: PMC5057218 DOI: 10.1186/s12933-016-0464-8] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Accepted: 09/30/2016] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Fractional flow reserve (FFR) is a widely used tool for the identification of ischaemia-generating stenoses and to guide decisions on coronary revascularisation. However, the safety of FFR-based decisions in high-risk subsets, such as patients with Diabetes Mellitus (DM) or vulnerable stenoses presenting thin-cap fibro-atheroma (TCFA), is unknown. This study will examine the impact of optical coherence tomography (OCT) plaque morphological assessment and the identification of TCFA, in combination with FFR to better predict clinical outcomes in DM patients. METHODS COMBINE (OCT-FFR) is a prospective, multi-centre study investigating the natural history of DM patients with ≥1 angiographically intermediate target lesion in three subgroups of patients; patients with FFR negative lesions without TCFA (group A) and patients with FFR negative lesions with TCFA (group B) as detected by OCT and to compare these two groups with each other, as well as to a third group with FFR-positive, PCI-treated intermediate lesions (group C). The study hypothesis is that DM patients with TCFA (group B) have a worse outcome than those without TCFA (group A) and also when compared to those patients with lesions FFR ≤0.80 who underwent complete revascularisation. The primary endpoint is the incidence of target lesion major adverse cardiac events (MACE); a composite of cardiac death, myocardial infarction or rehospitalisation for unstable/progressive angina in group B vs. group A. CONCLUSION COMBINE (OCT-FFR) is the first prospective study to examine whether the addition of OCT plaque morphological evaluation to FFR haemodynamic assessment of intermediate lesions in DM patients will better predict MACE and possibly lead to new revascularisation strategies. Trial Registration Netherlands Trial Register: NTR5376.
Collapse
|
17
|
Mechanical properties of the everolimus-eluting bioresorbable vascular scaffold compared to the metallic everolimus-eluting stent. BMC Cardiovasc Disord 2016; 16:104. [PMID: 27225486 PMCID: PMC4880814 DOI: 10.1186/s12872-016-0296-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2016] [Accepted: 05/21/2016] [Indexed: 11/25/2022] Open
Abstract
Background Everolimus-eluting bioresorbable vascular scaffolds (BVS) represent an innovative treatment option for coronary artery disease. Clinical and angiographic results seem promising, however, data on its immediate procedural performance are still scarce. The aim of our study was to assess the mechanical properties of BVS by Optical Coherence Tomography (OCT) in clinical routine. Methods Post-implantation OCT images of 40 BVS were retrospectively compared to those of 40 metallic everolimus-eluting stents (EES). Post-procedural device related morphological features were assessed. This included incidences of gross underexpansion and the stent eccentricity index (SEI, minimum/maximum diameter) as a measure for focal radial strength. Results Patients receiving BVS were younger than those with EES (54.0 ± 11.2 years versus 61.7 ± 11.4 years, p = 0.012), the remaining baseline, vessel and lesion characteristics were comparable between groups. Lesion pre-dilatation was more frequently performed and inflation time was longer in the BVS than in the EES group (n = 34 versus n = 23, p = 0.006 and 44.2 ± 12.8 versus 25.6 ± 8.4 seconds, p < 0.001, respectively). There were no significant differences in maximal inflation pressures and post-dilatation frequencies with non-compliant balloons between groups. Whereas gross device underexpansion was not significantly different, SEI was significantly lower in the BVS group (n = 12 (30 %) versus n = 14 (35 %), p = 0.812 and 0.69 ± 0.08 versus 0.76 ± 0.09, p < 0.001, respectively). There was no difference in major adverse cardiac event-rate at six months. Conclusion Our data show that focal radial expansion was significantly reduced in BVS compared to EES in a clinical routine setting using no routine post-dilatation protocol. Whether these findings have impact on scaffold mid-term results as well as on clinical outcome has to be investigated in larger, randomized trials.
Collapse
|
18
|
Mochmann HC, Scheitz JF, Petzold GC, Haeusler KG, Audebert HJ, Laufs U, Schneider C, Landmesser U, Werner N, Endres M, Witzenbichler B, Nolte CH. Coronary Angiographic Findings in Acute Ischemic Stroke Patients With Elevated Cardiac Troponin: The Troponin Elevation in Acute Ischemic Stroke (TRELAS) Study. Circulation 2016; 133:1264-71. [PMID: 26933082 DOI: 10.1161/circulationaha.115.018547] [Citation(s) in RCA: 86] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Accepted: 01/28/2016] [Indexed: 12/14/2022]
Abstract
BACKGROUND A relevant proportion of patients with acute ischemic stroke (AIS) have elevated levels of cardiac troponins (cTn). However, the frequency of coronary ischemia as the cause of elevated cTn is unknown. The aim of our study was to analyze coronary vessel status in AIS patients with elevated cTn compared with patients presenting with non-ST-segment-elevation acute coronary syndrome (NSTE-ACS). METHODS AND RESULTS Among 2123 consecutive patients with AIS prospectively screened at 2 tertiary hospitals, 13.7% had cTn elevation (>50 ng/L). According to a prespecified sample size estimation, 29 patients with AIS (median age, 76 years [first-third quartiles, 70-82 years]; 52% male) underwent conventional coronary angiography and were compared with age- and sex-matched patients with NSTE-ACS. The primary end point was presence of coronary culprit lesions on coronary angiograms as analyzed by independent interventional cardiologists blinded for clinical data. Median cTn on presentation did not differ between patients with AIS or NSTE-ACS (95 versus 94 ng/L; P=0.70). Compared with patients with NSTE-ACS, patients with AIS were less likely to have coronary culprit lesions (7 of 29 versus 23 of 29; P<0.001) or any obstructive coronary artery disease (15 of 29 versus 25 of 29; P=0.02; median number of vessels with >50% stenosis, 1 [first-third quartiles, 0-2] versus 2 [first-third quartiles, 1-3]; P<0.01). CONCLUSIONS Coronary culprit lesions are significantly less frequent in AIS patients compared with age- and sex-matched patients with NSTE-ACS despite similar baseline cTn levels. Half of all AIS patients had no angiographic evidence of coronary artery disease. Further studies are needed to clinically identify the minority of patients with AIS and angiographic evidence of a culprit lesion. CLINICAL TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifier: NCT01263964.
Collapse
Affiliation(s)
- Hans-Christian Mochmann
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Jan F Scheitz
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Gabor C Petzold
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Karl Georg Haeusler
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Heinrich J Audebert
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Ulrich Laufs
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Christine Schneider
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Ulf Landmesser
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Nikos Werner
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Matthias Endres
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Bernhard Witzenbichler
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.)
| | - Christian H Nolte
- From Klinik für Kardiologie (H.-C.M., U.L.) and Klinik für Neurologie (J.F.S., K.G.H., H.J.A., M.E., C.H.N.), Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany; Center for Stroke Research Berlin (J.F.S., K.G.H., H.J.A., M.E., C.H.N.) and ExcellenceCluster NeuroCure (M.E.), Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases and Department of Neurology(G.C.P., C.S.) and Department of Internal Medicine II (N.W.), University of Bonn, Germany; Klinik für Innere Medizin III, Kardiologie, Angiologie undInternistische Intensivmedizin, Universitätsklinikum des Saarlandes, Homburg, Germany (U.L.); German Center for Neurodegenerative Diseases, Berlin,Germany (M.E.); Berlin Institute of Health, Germany (M.E.); and Klinik für Kardiologie und Pneumologie, Helios Amper-Klinikum Dachau, Germany (B.W.).
| | | |
Collapse
|
19
|
Abstract
Atherosclerosis is a systemic condition that eventually evolves into vulnerable plaques and cardiovascular events. Pathology studies reveal that rupture-prone atherosclerotic plaques have a distinct morphology, namely a thin, inflamed fibrous cap covering a large lipidic and necrotic core. With the fast development of imaging techniques in the last decades, detecting vulnerable plaques thereby identifying individuals at high risk for cardiovascular events has become of major interest. Yet, in current clinical practice, there is no routine use of any vascular imaging modality to assess plaque characteristics as each unique technique has its pros and cons. This review describes the techniques that may evolve into screening tool for the detection of the vulnerable plaque. Finally, it seems that plaque morphology has been changing in the last decades leading to a higher prevalence of 'stable' atherosclerotic plaques, possibly due to the implementation of primary prevention strategies or other approaches. Therefore, the nomenclature of vulnerable plaque lesions should be very carefully defined in all studies.
Collapse
Affiliation(s)
- I Gonçalves
- Department of Cardiology and Clinical Sciences Malmö, Skåne University Hospital, Lund University, Malmö, Sweden
| | - H den Ruijter
- Laboratory of Experimental Cardiology and Research Laboratory Clinical Chemistry (LKCH), UMCU, Utrecht, the Netherlands
| | - M Nahrendorf
- Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Simches Research Building, 185Cambridge St., Boston, MA02114, USA
| | - G Pasterkamp
- Laboratory of Experimental Cardiology and Research Laboratory Clinical Chemistry (LKCH), UMCU, Utrecht, the Netherlands
| |
Collapse
|
20
|
Hanson ID, Goldstein JA. Plaque characterization in unstable versus stable diabetics: insights illuminated by OCT. Catheter Cardiovasc Interv 2014; 84:708-9. [PMID: 25322711 DOI: 10.1002/ccd.25655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Accepted: 08/25/2014] [Indexed: 11/11/2022]
Affiliation(s)
- Ivan D Hanson
- Department of Cardiology, William Beaumont Hospital, Royal Oak, Michigan
| | | |
Collapse
|
21
|
Burgmaier M, Hellmich M, Marx N, Reith S. A score to quantify coronary plaque vulnerability in high-risk patients with type 2 diabetes: an optical coherence tomography study. Cardiovasc Diabetol 2014; 13:117. [PMID: 25248966 PMCID: PMC4148556 DOI: 10.1186/s12933-014-0117-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2014] [Accepted: 07/21/2014] [Indexed: 11/16/2022] Open
Abstract
Background Patients with type 2 diabetes are at a high risk for acute cardiovascular events, which usually arise from the rupture of a vulnerable coronary lesion characterized by specific morphological plaque features. Thus, the identification of vulnerable plaques is of utmost clinical importance in patients with type 2 diabetes. However, there is currently no scoring system available to identify vulnerable lesions based on plaque characteristics. Thus, we aimed to characterize the diagnostic value of optical coherence tomography (OCT) - derived lesion characteristics to quantify plaque vulnerability both as individual parameters and when combined to a score in patients with type 2 diabetes. Methods OCT was performed in the coronary culprit lesions of 112 patients with type 2 diabetes. The score, which quantifies plaque vulnerability, was defined as the predicted probability that a lesion is the cause for an acute coronary syndrome (ACS) (vs. stable angina (SAP)) based on its specific plaque morphology. Results Multivariable logistic regression analysis demonstrated that plaque vulnerability was independently predicted by the minimal fibrous cap thickness overlying a lesion’s lipid core (odds ratio (OR) per 10 μm 0.478, p = 0.002), the medium lipid arc (OR per 90° 13.997, p < 0.001), the presence of macrophages (OR 4.797, p = 0.015) and the lipid plaque length (OR 1.290, p = 0.098). Receiver-operating-characteristics (ROC) analyses demonstrated that these parameters combined to a score demonstrate an excellent diagnostic efficiency to identify culprit lesions of patients with ACS (vs. SAP, AUC 0.90, 95% CI 0.84-0.96). Conclusion This is the first study to present a score to quantify lesion vulnerability in patients with type 2 diabetes. This score may be a valuable adjunct in decision-making and useful in guiding coronary interventions.
Collapse
|
22
|
Abstract
Diabetes is a global epidemic affecting individuals of all socioeconomic backgrounds. Despite intensive efforts, morbidity and mortality secondary to the micro- and macrovascular complications remain unacceptably high. As a result, the use of imaging modalities to determine the underlying pathophysiology, early onset of complications, and disease progression has become an integral component of the management of such individuals. Echocardiography, stress echocardiography, and nuclear imaging have been the mainstay of noninvasive cardiovascular imaging tools to detect myocardial ischemia, but newer modalities such as cardiac MRI, cardiac CT, and PET imaging provide incremental information not available with standard imaging. While vascular imaging to detect cerebrovascular and peripheral arterial disease non-invasively has traditionally used ultrasound, CT- and MRI-based techniques are increasingly being employed. In this review, we will provide an outline of recent studies utilizing non-invasive imaging techniques to assist in disease diagnosis as well as monitoring disease progression. In addition, we will review the evidence for newer modalities such as MR spectroscopy, 3D intravascular ultrasound, and optical coherence tomography that provide exquisite detail of metabolic function and coronary anatomy not available with standard imaging, but that have not yet become mainstream.
Collapse
Affiliation(s)
- K Levitt
- Keenan Research Centre for Biomedical Science, St Michael's hospital, University of Toronto, 209 Victoria Street, Toronto, Ontario, Canada, M5B 1C6
| | | | | | | |
Collapse
|