1
|
Gać P, Jakubowska-Martyniuk A, Żórawik A, Hajdusianek W, Żytkowski D, Matys T, Poręba R. Diagnostic Methods of Atherosclerotic Plaque and the Assessment of Its Prognostic Significance-A Narrative Review. J Cardiovasc Dev Dis 2024; 11:343. [PMID: 39590186 PMCID: PMC11594366 DOI: 10.3390/jcdd11110343] [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: 08/22/2024] [Revised: 10/16/2024] [Accepted: 10/28/2024] [Indexed: 11/28/2024] Open
Abstract
Cardiovascular diseases (CVD) are a leading cause of death. The most notable cause of CVD is an atherosclerotic plaque. The aim of this review is to provide an overview of different diagnostic methods for atherosclerotic plaque relevant to the assessment of cardiovascular risk. The methods can be divided into invasive and non-invasive. This review focuses on non-invasive with attention paid to ultrasonography, contrast-enhanced ultrasonography, intravascular ultrasonography, and assessment of intima-media complex, coronary computed tomography angiography, and magnetic resonance. In the review, we discuss a number of Artificial Intelligence technologies that support plaque imaging.
Collapse
Affiliation(s)
- Paweł Gać
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
- Centre of Diagnostic Imaging, 4th Military Hospital, Rudolfa Weigla 5, 50-981 Wrocław, Poland
| | - Anna Jakubowska-Martyniuk
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
| | - Aleksandra Żórawik
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
| | - Wojciech Hajdusianek
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
| | - Dawid Żytkowski
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
| | - Tomasz Matys
- Department of Angiology and Internal Diseases, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland
| | - Rafał Poręba
- Centre of Diagnostic Imaging, 4th Military Hospital, Rudolfa Weigla 5, 50-981 Wrocław, Poland
| |
Collapse
|
2
|
Dimitriadis K, Pyrpyris N, Theofilis P, Mantzouranis E, Beneki E, Kostakis P, Koutsopoulos G, Aznaouridis K, Aggeli K, Tsioufis K. Computed Tomography Angiography Identified High-Risk Coronary Plaques: From Diagnosis to Prognosis and Future Management. Diagnostics (Basel) 2024; 14:1671. [PMID: 39125547 PMCID: PMC11311283 DOI: 10.3390/diagnostics14151671] [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: 07/07/2024] [Revised: 07/29/2024] [Accepted: 07/31/2024] [Indexed: 08/12/2024] Open
Abstract
CT angiography has become, in recent years, a main evaluating modality for patients with coronary artery disease (CAD). Recent advancements in the field have allowed us to identity not only the presence of obstructive disease but also the characteristics of identified lesions. High-risk coronary atherosclerotic plaques are identified in CT angiographies via a number of specific characteristics and may provide prognostic and therapeutic implications, aiming to prevent future ischemic events via optimizing medical treatment or providing coronary interventions. In light of new evidence evaluating the safety and efficacy of intervening in high-risk plaques, even in non-flow-limiting disease, we aim to provide a comprehensive review of the diagnostic algorithms and implications of plaque vulnerability in CT angiography, identify any differences with invasive imaging, analyze prognostic factors and potential future therapeutic options in such patients, as well as discuss new frontiers, including intervening in non-flow-limiting stenoses and the role of CT angiography in patient stratification.
Collapse
Affiliation(s)
- Kyriakos Dimitriadis
- First Department of Cardiology, School of Medicine, Hippokration General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece; (N.P.); (P.T.); (E.M.); (E.B.); (P.K.); (G.K.); (K.A.); (K.A.); (K.T.)
| | | | | | | | | | | | | | | | | | | |
Collapse
|
3
|
Kinoshita D, Suzuki K, Usui E, Hada M, Yuki H, Niida T, Minami Y, Lee H, McNulty I, Ako J, Ferencik M, Kakuta T, Jang IK. High-Risk Plaques on Coronary Computed Tomography Angiography: Correlation With Optical Coherence Tomography. JACC Cardiovasc Imaging 2024; 17:382-391. [PMID: 37715773 DOI: 10.1016/j.jcmg.2023.08.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 08/08/2023] [Accepted: 08/10/2023] [Indexed: 09/18/2023]
Abstract
BACKGROUND Although patients with high-risk plaque (HRP) on coronary computed tomography angiography (CTA) are reportedly at increased risk for future cardiovascular events, individual HRP features have not been systematically validated against high-resolution intravascular imaging. OBJECTIVES The aim of this study was to correlate HRP features on CTA with plaque characteristics on optical coherence tomography (OCT). METHODS Patients who underwent both CTA and OCT before coronary intervention were enrolled. Plaques in culprit vessels identified by CTA were evaluated with the use of OCT at the corresponding sites. HRP was defined as a plaque with at least 2 of the following 4 features: positive remodeling (PR), low-attenuation plaque (LAP), napkin-ring sign (NRS), and spotty calcification (SC). Patients were followed for up to 3 years. RESULTS The study included 448 patients, with a median age of 67 years and of whom 357 (79.7%) were male, and 203 (45.3%) presented with acute coronary syndromes. A total of 1,075 lesions were analyzed. All 4 HRP features were associated with thin-cap fibroatheroma. PR was associated with all OCT features of plaque vulnerability, LAP was associated with lipid-rich plaque, macrophage, and cholesterol crystals, NRS was associated with cholesterol crystals, and SC was associated with microvessels. The cumulative incidence of the composite endpoint (target vessel nontarget lesion revascularization and cardiac death) was significantly higher in patients with HRP than in those without HRP (4.7% vs 0.5%; P = 0.010). CONCLUSIONS All 4 HRP features on CTA were associated with features of vulnerability on OCT. (Massachusetts General Hospital and Tsuchiura Kyodo General Hospital Coronary Imaging Collaboration; NCT04523194).
Collapse
Affiliation(s)
- Daisuke Kinoshita
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Keishi Suzuki
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Eisuke Usui
- Department of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Tsuchiura, Ibaraki, Japan
| | - Masahiro Hada
- Department of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Tsuchiura, Ibaraki, Japan
| | - Haruhito Yuki
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Takayuki Niida
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Yoshiyasu Minami
- Department of Cardiovascular Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Hang Lee
- Biostatistics Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Iris McNulty
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Junya Ako
- Department of Cardiovascular Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Maros Ferencik
- Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Tsunekazu Kakuta
- Department of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Tsuchiura, Ibaraki, Japan.
| | - Ik-Kyung Jang
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA; Division of Cardiology, Kyung Hee University Hospital, Seoul, South Korea.
| |
Collapse
|
4
|
Cao JJ, Shen L, Nguyen J, Rapelje K, Porter C, Shlofmitz E, Jeremias A, Cohen DJ, Ali ZA, Shlofmitz R. Accuracy and limitation of plaque detection by coronary CTA: a section-to-section comparison with optical coherence tomography. Sci Rep 2023; 13:11845. [PMID: 37481671 PMCID: PMC10363114 DOI: 10.1038/s41598-023-38675-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 07/12/2023] [Indexed: 07/24/2023] Open
Abstract
Plaques identified by Coronary CT angiography (CCTA) are important in clinical diagnosis and primary prevention. High-risk plaque features by CCTA have been extensively validated using optical coherence tomography (OCT). However, since their general diagnostic performance and limitations have not been fully investigated, we sought to compare CCTA with OCT among consecutive vessel sections. We retrospectively compared 188 consecutive plaques and 84 normal sections in 41 vessels from 40 consecutive patients referred for chest pain evaluation who had both CCTA and OCT with a median time lapse of 1 day. The distance to reference points were used to co-register between the modalities and the diagnostic performance of CCTA was evaluated against OCT. Plaque categories evaluated by CT were calcified, non-calcified and mixed. The diagnostic performance of CCTA was excellent for detecting any plaque identified by OCT with the sensitivity, specificity, negative and positive predictive values and accuracy of 92%, 98%, 99%, 84% and 93%, respectively. The lower than expected negative predictive value was due to failure of detecting sub-millimeter calcified (≤ 0.25 mm2) (N = 12) and non-calcified plaques (N = 4). Misclassification of plaque type accounted for majority of false negative findings (25/41, 61%) which was most prevalent among the mixed plaque (19/41, 46%). There was calcification within mixed plaques (N = 5) seen by CCTA but missed by OCT. Our findings suggest that CCTA is excellent at identifying coronary plaques except those sub-millimeter in size which likely represent very early atherosclerosis, although the clinical implication of very mild atherosclerosis is yet to be determined.
Collapse
Affiliation(s)
- J Jane Cao
- Department of Cardiology, St Francis Hospital and Heart Center, 100 Port Washington Blvd, Roslyn, NY, USA.
| | - Linghong Shen
- Department of Cardiology, Shanghai Chest Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - James Nguyen
- Department of Cardiology, St Francis Hospital and Heart Center, 100 Port Washington Blvd, Roslyn, NY, USA
| | - Kathleen Rapelje
- Department of Cardiology, St Francis Hospital and Heart Center, 100 Port Washington Blvd, Roslyn, NY, USA
| | - Craig Porter
- Department of Cardiology, St Francis Hospital and Heart Center, 100 Port Washington Blvd, Roslyn, NY, USA
| | - Evan Shlofmitz
- Department of Cardiology, St Francis Hospital and Heart Center, 100 Port Washington Blvd, Roslyn, NY, USA
| | - Allen Jeremias
- Department of Cardiology, St Francis Hospital and Heart Center, 100 Port Washington Blvd, Roslyn, NY, USA
| | - David J Cohen
- Department of Cardiology, St Francis Hospital and Heart Center, 100 Port Washington Blvd, Roslyn, NY, USA
| | - Ziad A Ali
- Department of Cardiology, St Francis Hospital and Heart Center, 100 Port Washington Blvd, Roslyn, NY, USA
| | - Richard Shlofmitz
- Department of Cardiology, St Francis Hospital and Heart Center, 100 Port Washington Blvd, Roslyn, NY, USA
| |
Collapse
|
5
|
Sugiura J, Watanabe M, Nobuta S, Okamura A, Kyodo A, Nakamura T, Nogi K, Ishihara S, Hashimoto Y, Ueda T, Seno A, Onoue K, Soeda T, Saito Y. Prediction of optical coherence tomography-detected calcified nodules using coronary computed tomography angiography. Sci Rep 2022; 12:22296. [PMID: 36566340 PMCID: PMC9789942 DOI: 10.1038/s41598-022-26599-9] [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: 07/28/2022] [Accepted: 12/16/2022] [Indexed: 12/25/2022] Open
Abstract
Diagnosis of calcified nodules (CNs) is critical in the proper management of coronary artery disease, but CNs can be detected only using intracoronary imaging modalities. This study aimed to investigate the ability of coronary computed tomography angiography (CCTA) in predicting CNs detected using optical coherence tomography (OCT). From 138 patients who underwent OCT-guided percutaneous coronary intervention (PCI) after CCTA evaluation, 141 PCI target vessels were retrospectively enrolled and classified into CN (12 vessels/11 patients; CNs in the PCI culprit lesion) and non-CN (129 vessels/127 patients; without CNs) groups based on the OCT analysis. Retrospective CCTA analysis revealed significantly higher coronary artery calcification score (CACS), calcified plaque volume (CPV), and maximum calcified plaque area (MCPA) of the target vessel in the CN group than in the non-CN group. Receiver operating characteristic curve indicated that CACS ≥ 162 (area under the ROC curve (AUC 0.76, sensitivity 83.3%, specificity 54.2%), CPV ≥ 20.1 mm3 (AUC 0.83, sensitivity 100%, specificity 57.3%), and MCPA ≥ 4.51 mm2 (AUC 0.87, sensitivity 91.7%, specificity 78.3%) were the best cutoff values for predicting CNs. MCPA showed the highest AUC among all the CCTA parameters. In conclusion, CCTA is useful for predicting OCT-detected CNs in PCI target vessels.
Collapse
Affiliation(s)
- Junichi Sugiura
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Makoto Watanabe
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Saki Nobuta
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Akihiko Okamura
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Atsushi Kyodo
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Takuya Nakamura
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Kazutaka Nogi
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Satomi Ishihara
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Yukihiro Hashimoto
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Tomoya Ueda
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Ayako Seno
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Kenji Onoue
- grid.410814.80000 0004 0372 782XCardiovascular Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Japan
| | - Tsunenari Soeda
- Cardiovascular Medicine, Nara Prefecture General Medical Center, Nara, Japan
| | - Yoshihiko Saito
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center, Nara, Japan
| |
Collapse
|
6
|
Warr R, Handschuh S, Glösmann M, Cernik RJ, Withers PJ. Quantifying multiple stain distributions in bioimaging by hyperspectral X-ray tomography. Sci Rep 2022; 12:21945. [PMID: 36535963 PMCID: PMC9763266 DOI: 10.1038/s41598-022-23592-0] [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: 08/19/2022] [Accepted: 11/02/2022] [Indexed: 12/23/2022] Open
Abstract
Chemical staining of biological specimens is commonly utilised to boost contrast in soft tissue structures, but unambiguous identification of staining location and distribution is difficult without confirmation of the elemental signature, especially for chemicals of similar density contrast. Hyperspectral X-ray computed tomography (XCT) enables the non-destructive identification, segmentation and mapping of elemental composition within a sample. With the availability of hundreds of narrow, high resolution (~ 1 keV) energy channels, the technique allows the simultaneous detection of multiple contrast agents across different tissue structures. Here we describe a hyperspectral imaging routine for distinguishing multiple chemical agents, regardless of contrast similarity. Using a set of elemental calibration phantoms, we perform a first instance of direct stain concentration measurement using spectral absorption edge markers. Applied to a set of double- and triple-stained biological specimens, the study analyses the extent of stain overlap and uptake regions for commonly used contrast markers. An improved understanding of stain concentration as a function of position, and the interaction between multiple stains, would help inform future studies on multi-staining procedures, as well as enable future exploration of heavy metal uptake across medical, agricultural and ecological fields.
Collapse
Affiliation(s)
- Ryan Warr
- grid.5379.80000000121662407Henry Royce Institute, Department of Materials, The University of Manchester, Manchester, M13 9PL UK
| | - Stephan Handschuh
- grid.6583.80000 0000 9686 6466VetCore Facility for Research, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Martin Glösmann
- grid.6583.80000 0000 9686 6466VetCore Facility for Research, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Robert J. Cernik
- grid.5379.80000000121662407Henry Royce Institute, Department of Materials, The University of Manchester, Manchester, M13 9PL UK
| | - Philip J. Withers
- grid.5379.80000000121662407Henry Royce Institute, Department of Materials, The University of Manchester, Manchester, M13 9PL UK
| |
Collapse
|
7
|
Theofilis P, Sagris M, Antonopoulos AS, Oikonomou E, Tsioufis K, Tousoulis D. Non-Invasive Modalities in the Assessment of Vulnerable Coronary Atherosclerotic Plaques. Tomography 2022; 8:1742-1758. [PMID: 35894012 PMCID: PMC9326642 DOI: 10.3390/tomography8040147] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/04/2022] [Accepted: 07/04/2022] [Indexed: 12/26/2022] Open
Abstract
Coronary atherosclerosis is a complex, multistep process that may lead to critical complications upon progression, revolving around plaque disruption through either rupture or erosion. Several high-risk features are associated with plaque vulnerability and may add incremental prognostic information. Although invasive imaging modalities such as optical coherence tomography or intravascular ultrasound are considered to be the gold standard in the assessment of vulnerable coronary atherosclerotic plaques (VCAPs), contemporary evidence suggests a potential role for non-invasive methods in this context. Biomarkers associated with deleterious pathophysiologic pathways, including inflammation and extracellular matrix degradation, have been correlated with VCAP characteristics and adverse prognosis. However, coronary computed tomography (CT) angiography has been the most extensively investigated technique, significantly correlating with invasive method-derived VCAP features. The estimation of perivascular fat attenuation as well as radiomic-based approaches represent additional concepts that may add incremental information. Cardiac magnetic resonance imaging (MRI) has also been evaluated in clinical studies, with promising results through the various image sequences that have been tested. As far as nuclear cardiology is concerned, the implementation of positron emission tomography in the VCAP assessment currently faces several limitations with the myocardial uptake of the radiotracer in cases of fluorodeoxyglucose use, as well as with motion correction. Moreover, the search for the ideal radiotracer and the most adequate combination (CT or MRI) is still ongoing. With a look to the future, the possible combination of imaging and circulating inflammatory and extracellular matrix degradation biomarkers in diagnostic and prognostic algorithms may represent the essential next step for the assessment of high-risk individuals.
Collapse
Affiliation(s)
- Panagiotis Theofilis
- 1st Cardiology Department, “Hippokration” General Hospital, Medical School, University of Athens, 11527 Athens, Greece; (M.S.); (A.S.A.); (E.O.); (K.T.); (D.T.)
- Correspondence:
| | - Marios Sagris
- 1st Cardiology Department, “Hippokration” General Hospital, Medical School, University of Athens, 11527 Athens, Greece; (M.S.); (A.S.A.); (E.O.); (K.T.); (D.T.)
| | - Alexios S. Antonopoulos
- 1st Cardiology Department, “Hippokration” General Hospital, Medical School, University of Athens, 11527 Athens, Greece; (M.S.); (A.S.A.); (E.O.); (K.T.); (D.T.)
| | - Evangelos Oikonomou
- 1st Cardiology Department, “Hippokration” General Hospital, Medical School, University of Athens, 11527 Athens, Greece; (M.S.); (A.S.A.); (E.O.); (K.T.); (D.T.)
- 3rd Cardiology Department, Thoracic Diseases Hospital “Sotiria”, University of Athens Medical School, 11527 Athens, Greece
| | - Konstantinos Tsioufis
- 1st Cardiology Department, “Hippokration” General Hospital, Medical School, University of Athens, 11527 Athens, Greece; (M.S.); (A.S.A.); (E.O.); (K.T.); (D.T.)
| | - Dimitris Tousoulis
- 1st Cardiology Department, “Hippokration” General Hospital, Medical School, University of Athens, 11527 Athens, Greece; (M.S.); (A.S.A.); (E.O.); (K.T.); (D.T.)
| |
Collapse
|
8
|
CT texture analysis of vulnerable plaques on optical coherence tomography. Eur J Radiol 2021; 136:109551. [PMID: 33485126 DOI: 10.1016/j.ejrad.2021.109551] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 12/16/2020] [Accepted: 01/12/2021] [Indexed: 02/02/2023]
Abstract
PURPOSE To explore whether CT texture analysis can identify thin-cap fibroatheroma (TCFA) determined by optical coherence tomography (OCT). METHODS Thirty-three patients with 43 lesions who underwent both CCTA and OCT within 3 months were retrospectively included. 12 conventional CT-derived plaque features, fat attenuation index (FAI) and 1691 plaque radiomics features were extracted to discriminate TCFA lesions and non-TCFA lesions determined by OCT. Minimum redundancy and maximum relevance (mRMR) method was employed to select radiomics features. The top ranked features were used to construct a forward stepwise logistic radiomics model. The performance of radiomics model was compared with the conventional high-risk plaque (HRP) features model and FAI model for the detection of TCFA. RESULTS Out of 1691 features, 35 features were significantly different between TCFA and non-TCFA lesions (all p<0.05) while only low attenuation plaque (LAP) was more frequent in TCFA group (p = 0.004). There was no significant difference in FAI between TCFA and non-TCFA lesions. Five features were ultimately integrated into the radiomics model after mRMR analysis, which demonstrated significantly higher AUC for the detection of TCFA (0.952; 95 % CI: 0.897-1.000) compared with the conventional HRP features model (0.621; 95 % CI: 0.469-0.773, p < 0.001) and FAI model (0.52; 95 % CI: 0.33-0.70, p < 0.001). CONCLUSION CT texture analysis performs better at identifying TCFA determined by OCT compared with conventional CT-derived plaque parameters and FAI. Texture analysis may serve as a potential non-invasive method of evaluating vulnerable plaque.
Collapse
|
9
|
Hirai K, Imamura S, Hirai A, Ookawara S, Morishita Y. Effect of Evolocumab on Vulnerable Coronary Plaques: A Serial Coronary Computed Tomography Angiography Study. J Clin Med 2020; 9:jcm9103338. [PMID: 33080961 PMCID: PMC7603278 DOI: 10.3390/jcm9103338] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 10/12/2020] [Accepted: 10/15/2020] [Indexed: 02/06/2023] Open
Abstract
This study investigated the effects of evolocumab on vulnerable coronary plaques and factors associated with the change in stability and size of plaques in patients taking statins. Vulnerable coronary plaques were defined using coronary computed tomography (CT) angiography as having a density of <50 HU within the region of interest and a remodeling index ≥1.1. The changes in minimum CT density, remodeling index, and percent stenosis of vulnerable coronary plaques after six months of evolocumab administration were retrospectively analyzed in 136 vulnerable coronary plaques from 98 patients (68 men and 30 women; mean age: 72.9 ± 8.7 years) treated with a statin. The administration of evolocumab significantly increased the minimum CT density (39.1 ± 8.1 HU to 84.9 ± 31.4 HU, p < 0.001), reduced the remodeling index (1.29 ± 0.11 to 1.19 ± 0.10, p < 0.001), and decreased the percent stenosis (27.0 ± 10.4% to 21.2 ± 9.8%, p < 0.001). Multiple linear regression analysis revealed that baseline percent stenosis (standard coefficient (β) = -0.391, p = 0.002) independently correlated with the change in minimum CT density, whereas the baseline remodeling index (β = -0.368, p < 0.001) independently correlated with a change in the remodeling index. Evolocumab stabilized vulnerable coronary plaques and reduced their size. These results suggest that evolocumab protects against coronary artery disease progression in patients taking statins.
Collapse
Affiliation(s)
- Keiji Hirai
- Division of Nephrology, First Department of Integrated Medicine, Saitama Medical Center, Jichi Medical University, 1-847 Amanuma-cho, Omiya-ku, Saitama-shi, Saitama-ken 330-8503, Japan; (S.O.); (Y.M.)
- Correspondence: ; Tel.: +81-48-647-2111; Fax: +81-48-647-6831
| | - Shigeki Imamura
- Department of Internal Medicine, Chiba Cerebral and Cardiovascular Center, 575 Tsurumai, Ichihara-shi, Chiba-ken 290-0512, Japan; (S.I.); (A.H.)
| | - Aizan Hirai
- Department of Internal Medicine, Chiba Cerebral and Cardiovascular Center, 575 Tsurumai, Ichihara-shi, Chiba-ken 290-0512, Japan; (S.I.); (A.H.)
| | - Susumu Ookawara
- Division of Nephrology, First Department of Integrated Medicine, Saitama Medical Center, Jichi Medical University, 1-847 Amanuma-cho, Omiya-ku, Saitama-shi, Saitama-ken 330-8503, Japan; (S.O.); (Y.M.)
| | - Yoshiyuki Morishita
- Division of Nephrology, First Department of Integrated Medicine, Saitama Medical Center, Jichi Medical University, 1-847 Amanuma-cho, Omiya-ku, Saitama-shi, Saitama-ken 330-8503, Japan; (S.O.); (Y.M.)
| |
Collapse
|
10
|
Yuan M, Wu H, Li R, Yu M, Dai X, Zhang J. The value of quantified plaque analysis by dual-source coronary CT angiography to detect vulnerable plaques: a comparison study with intravascular ultrasound. Quant Imaging Med Surg 2020; 10:668-677. [PMID: 32269927 DOI: 10.21037/qims.2020.01.13] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background To investigate the diagnostic performance of quantified plaque analysis and high-risk plaque characterization by coronary computed tomography angiography (CCTA) for identifying thin-cap fibroatheroma (TCFA). Methods Patients who underwent both CCTA and intravascular ultrasound (IVUS) within 4 weeks were retrospectively included. CT-derived quantitative and qualitative parameters, including diameter stenosis, minimal lumen area (MLA), low attenuation plaque (LAP) volume napkin-ring sign (NRS), positive remodeling (PR) and spotty calcification, were recorded. TCFA lesions and non-TCFA lesions were determined by IVUS. Multivariate regression analysis was used to determine the independent predictors of TCFA lesions. Results Sixty-five patients (mean age: 69.8±9.2 years, 29 females) with 89 lesions were finally included. LAP and NRS were more frequently presented in the group of TCFA lesions. The mean LAP volume of TCFA lesions was significantly larger than that of non-TCFA lesions [16.5 (11.0-23.0) vs. 0 (0-1.5) mm3, P<0.001]. According to multivariate logistic regression analysis, LAP volume was the only significant predictor for IVUS-confirmed vulnerable plaques (odds ratio =3.294, 95% confidence interval: 1.177-9.223, P=0.023). LAP volume showed largest area under curve (AUC) for diagnosing TCFA lesions (AUC =0.901, 95% confidence interval: 0.819-0.954, P<0.0001). When using >8 mm3 as the best cutoff value, the diagnostic accuracy, sensitivity and specificity of LAP volume for predicting TCFA lesions were 91.0% (81/89), 84.6% (22/26) and 96.8% (61/63) respectively. Conclusions CT-derived LAP volume of TCFA lesions was significantly higher than those of non-TCFA lesions. LAP volume was the strongest predictor for TCFA lesions as validated by IVUS.
Collapse
Affiliation(s)
- Mingyuan Yuan
- Department of Radiology, Affiliated Zhoupu Hospital, Shanghai University of Medicine and Health Science, Shanghai 201318, China
| | - Hao Wu
- Department of Radiology, Affiliated Zhoupu Hospital, Shanghai University of Medicine and Health Science, Shanghai 201318, China
| | - Rongxian Li
- Department of Radiology, Affiliated Zhoupu Hospital, Shanghai University of Medicine and Health Science, Shanghai 201318, China
| | - Mengmeng Yu
- Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
| | - Xu Dai
- Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
| | - Jiayin Zhang
- Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
| |
Collapse
|
11
|
Ybarra LF, Szarf G, Ishikawa W, Chamié D, Caixeta A, Puri R, Perin MA. Diagnostic Accuracy of 320-Row Computed Tomography for Characterizing Coronary Atherosclerotic Plaques: Comparison with Intravascular Optical Coherence Tomography. CARDIOVASCULAR REVASCULARIZATION MEDICINE 2019; 21:640-646. [PMID: 31501019 DOI: 10.1016/j.carrev.2019.08.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Revised: 07/22/2019] [Accepted: 08/12/2019] [Indexed: 11/27/2022]
Abstract
BACKGROUND/PURPOSE This study sought to determine the diagnostic accuracy of 320-row computed tomography (320CT) for characterizing coronary atherosclerotic plaques in comparison with optical coherence tomography (OCT). METHODS/MATERIALS From 32 patients, 42 coronary segments were evaluated and co-registered by both 320CT and OCT. 320CT vulnerable plaque characteristics included low attenuation plaque (LAP) (<30HU), napkin-ring sign (NRS), positive remodeling (PR) and spotty calcification (SC). The presence of macrophage, neovascularization and cholesterol crystals was also determined by OCT. RESULTS Minimal lumen area was 2.78 ± 1.23 mm by OCT and 3.29 ± 1.49 mm by 320CT (p < 0.001). Noncalcified plaques were classified accordingly by both methods in 88.2% of the cases (p = 0.005). There was no association between any 320CT plaque type and OCT fibroatheroma (p = 0.62). The combination of 2 or more of the 320CT vulnerable plaque characteristics was associated with the presence of macrophage (74.2 vs. 25.8%; p = 0.034) and cholesterol crystals (85.7 vs. 14.3%; p = 0.04), but not with neovascularization (p = 0.65). The presence of all four characteristics demonstrated an accuracy of 75.1% for detecting OCT fibroatheroma. CONCLUSIONS 320CT is useful for non-invasive evaluation of calcified and noncalcified tissue characteristics of coronary atheroma. The combination of all four 320CT vulnerable plaque characteristics provided the highest accuracy for detecting fibroatheromas. SUMMARY 320CT is useful for non-invasive evaluation of calcified and noncalcified tissue characteristics of coronary atheroma. The combination of all 320CT vulnerable plaque characteristics (low attenuation plaque (<30HU), napkin-ring sign, positive remodeling and spotty calcification) provided the highest accuracy for detecting fibroatheromas compared to optical coherence tomography.
Collapse
Affiliation(s)
- Luiz F Ybarra
- London Health Science Centre, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada; Department of Interventional Cardiology, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil.
| | - Gilberto Szarf
- Department of Interventional Cardiology, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
| | - Walther Ishikawa
- Department of Interventional Cardiology, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
| | - Daniel Chamié
- Department of Interventional Cardiology, Dante Pazzanese Institute of Cardiology, São Paulo, Brazil; Cardiovascular Research Center, São Paulo, SP, Brazil
| | - Adriano Caixeta
- Department of Interventional Cardiology, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
| | - Rishi Puri
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Marco A Perin
- Department of Interventional Cardiology, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
| |
Collapse
|
12
|
Jin CD, Kim MH, Kang EJ, Cho YR, Park TH, Lee KN, Serebruany V. Assessing Vessel Tone during Coronary Artery Spasm by Dual-Acquisition Multidetector Computed Tomography Angiography. Cardiology 2017; 139:25-32. [PMID: 29166637 DOI: 10.1159/000478926] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 06/21/2017] [Indexed: 12/29/2022]
Abstract
BACKGROUND Diminished vascular tone is an established biomarker of heart damage. Little is known about the extent of coronary vessel tone (CVT) with spasm as assessed by dual-acquisition multidetector computed tomography angiography (MCTA) in patients with vasospastic angina (VSA). OBJECTIVE We evaluated the CVT modulated by intravenous nitrate injection (INI) using MCTA imaging in VSA patients. METHODS Twenty-one VSA patients (60 ± 9 years; 76% males) who underwent initial MCTA (without morning vasodilation), followed by an intracoronary ergonovine provocation test were included. Within 3 days after the initial MCTA patients received INI followed by 28-vessel segment spasm analyzed by MCTA 3D software, applying the following formula as the definition of CVT index (CVTI): (CSAIV nitrate - CSAinitial/CSAIV nitrate) ×100 %, where CSA is the cross-sectional area. RESULTS Compared to the initial MCTA measures, the INI provocation resulted in the significant increase of average diameter and CSA at the spasm site (2.60 mm [2.11-3.16] vs. 1.42 mm [1.13-2.13]; 5.37 mm2 [3.67-7.54] vs. 1.62 mm2 [1.02-3.02]; p < 0.001). The CVTI at the spastic segments was higher than at the proximal reference segments (41.0% [21.8-52.3] vs. 18.8% [5.9-26.6] for CVTI diameter; 65.1% [38.6-77.0] vs. 33.9% [5.2-48.1] for CVTI CSA, respectively). To predict VSA, the cut-off value for CVTI diameter was 38.6% (AUC 0.777; 95% CI 0.653-0.901) and 62.5% (AUC 0.779; 95% CI 0.657-0.902) for CVTI CSA in a receiver-operating characteristic curve analysis, with 57.1% sensitivity and 92.9% specificity. CONCLUSIONS This novel imaging technique for assessing CVT by dual-acquisition MCTA after applying INI provocation is suitable for the detection of coronary artery spasm in patients with VSA.
Collapse
Affiliation(s)
- Cai De Jin
- Department of Cardiology, Nanjing Medical University Affiliated Wuxi Second Hospital, Wuxi, PR China
| | | | | | | | | | | | | |
Collapse
|
13
|
Chen Z, Boldeanu I, Nepveu S, Durand M, Chin AS, Kauffmann C, Mansour S, Soulez G, Tremblay C, Chartrand-Lefebvre C. In vivo coronary artery plaque assessment with computed tomography angiography: is there an impact of iterative reconstruction on plaque volume and attenuation metrics? Acta Radiol 2017; 58:660-669. [PMID: 27650033 DOI: 10.1177/0284185116664229] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background Coronary computed tomography angiography (CTA) allows the evaluation of coronary plaque volume and low attenuation (lipid-rich) component, for plaque vulnerability assessment. Purpose To determine the effect of iterative reconstruction (IR) on coronary plaque volume and composition. Material and Methods Consecutive patients without coronary artery disease were prospectively enrolled for 256-slice CT. Images were reconstructed with both filtered back projection (FBP) and a hybrid IR algorithm (iDose4, Philips) levels 1, 3, 5, and 7. Coronary plaques were assessed according to predefined Hounsfield unit (HU) attenuation intervals, for total plaque and HU-interval volumes. Results Fifty-three patients (mean age, 53.6 years) were included. Noise was significantly decreased and signal-to-noise ratio (SNR) / contrast-to-noise (CNR) were both significantly improved at all IR levels in comparison to FBP. Plaque characterization was performed in 41 patients for a total of 125 plaques. Total plaque volume ranged from 104.4 ± 120.7 to 107.4 ± 128.9 mm3 and low attenuation plaque component from 40.5 ± 54.7 to 43.5 ± 58.9 mm3, with no statistically significant differences between all IR levels and FBP ( P = 0.786 and P ≥ 0.078, respectively). Conclusion IR improved image quality. Total and low attenuation plaque volumes were similar using either IR or FBP.
Collapse
Affiliation(s)
- Zhongyi Chen
- Radiology Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| | - Irina Boldeanu
- Radiology Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| | - Simon Nepveu
- Radiology Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| | - Madeleine Durand
- Medicine Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| | - Anne S Chin
- Radiology Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| | - Claude Kauffmann
- Radiology Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| | - Samer Mansour
- Medicine Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| | - Gilles Soulez
- Radiology Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| | - Cécile Tremblay
- Medicine Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| | - Carl Chartrand-Lefebvre
- Radiology Department, University of Montreal Medical Center (CHUM), Montreal, Quebec, Canada
| |
Collapse
|
14
|
|
15
|
Handschuh S, Beisser CJ, Ruthensteiner B, Metscher BD. Microscopic dual-energy CT (microDECT): a flexible tool for multichannel ex vivo 3D imaging of biological specimens. J Microsc 2017; 267:3-26. [PMID: 28267884 DOI: 10.1111/jmi.12543] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 01/28/2017] [Accepted: 01/29/2017] [Indexed: 12/19/2022]
Abstract
Dual-energy computed tomography (DECT) uses two different x-ray energy spectra in order to differentiate between tissues, materials or elements in a single sample or patient. DECT is becoming increasingly popular in clinical imaging and preclinical in vivo imaging of small animal models, but there have been only very few reports on ex vivo DECT of biological samples at microscopic resolutions. The present study has three main aims. First, we explore the potential of microscopic DECT (microDECT) for delivering isotropic multichannel 3D images of fixed biological samples with standard commercial laboratory-based microCT setups at spatial resolutions reaching below 10 μm. Second, we aim for retaining the maximum image resolution and quality during the material decomposition. Third, we want to test the suitability for microDECT imaging of different contrast agents currently used for ex vivo staining of biological samples. To address these aims, we used microCT scans of four different samples stained with x-ray dense contrast agents. MicroDECT scans were acquired with five different commercial microCT scanners from four companies. We present a detailed description of the microDECT workflow, including sample preparation, image acquisition, image processing and postreconstruction material decomposition, which may serve as practical guide for applying microDECT. The MATLAB script (The Mathworks Inc., Natick, MA, USA) used for material decomposition (including a graphical user interface) is provided as a supplement to this paper (https://github.com/microDECT/DECTDec). In general, the presented microDECT workflow yielded satisfactory results for all tested specimens. Original scan resolutions have been mostly retained in the separate material fractions after basis material decomposition. In addition to decomposition of mineralized tissues (inherent sample contrast) and stained soft tissues, we present a case of double labelling of different soft tissues with subsequent material decomposition. We conclude that, in contrast to in vivo DECT examinations, small ex vivo specimens offer some clear advantages regarding technical parameters of the microCT setup and the use of contrast agents. These include a higher flexibility in source peak voltages and x-ray filters, a lower degree of beam hardening due to small sample size, the lack of restriction to nontoxic contrast agents and the lack of a limit in exposure time and radiation dose. We argue that microDECT, because of its flexibility combined with already established contrast agents and the vast number of currently unexploited stains, will in future represent an important technique for various applications in biological research.
Collapse
Affiliation(s)
- S Handschuh
- VetCore Facility for Research, University of Veterinary Medicine Vienna, Vienna, Austria.,Department of Theoretical Biology, University of Vienna, Vienna, Austria
| | - C J Beisser
- Department of Integrative Zoology, University of Vienna, Vienna, Austria
| | | | - B D Metscher
- Department of Theoretical Biology, University of Vienna, Vienna, Austria
| |
Collapse
|
16
|
Accuracy of computed tomography angiography to identify thin-cap fibroatheroma detected by optical coherence tomography. J Cardiovasc Comput Tomogr 2017; 11:129-134. [DOI: 10.1016/j.jcct.2017.01.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 01/22/2017] [Accepted: 01/30/2017] [Indexed: 12/21/2022]
|
17
|
Abstract
Although recent advances in noninvasive imaging technologies have potentially improved diagnostic efficiency and clinical outcomes of patients with acute chest pain, controversy remains regarding much of the accumulated evidence. This article reviews the role of coronary computed tomography (CT) angiography in the assessment of coronary risk, and its usefulness in the emergency department in facilitating appropriate disposition decisions. Also discussed is coronary artery calcification incidentally found on CT scans when done for indications such as evaluation of pulmonary embolism or lung cancer. The evidence base and clinical applications for both techniques are described, together with cost-effectiveness and radiation exposure considerations.
Collapse
Affiliation(s)
- Swapnesh Parikh
- Internal Medicine Department, Los Angeles Biomedical Research Institute, 1124 West Carson Street, Torrance, CA 90502, USA
| | - Matthew J Budoff
- Internal Medicine Department, Los Angeles Biomedical Research Institute, 1124 West Carson Street, Torrance, CA 90502, USA.
| |
Collapse
|
18
|
Chaikriangkrai K, Choi SY, Nabi F, Chang SM. Important advances in technology and unique applications to cardiovascular computed tomography. Methodist Debakey Cardiovasc J 2015; 10:152-8. [PMID: 25574342 DOI: 10.14797/mdcj-10-3-152] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
For the past decade, multidetector cardiac computed tomography and its main application, coronary computed tomography angiography, have been established as a noninvasive technique for anatomical assessment of coronary arteries. This new era of coronary artery evaluation by coronary computed tomography angiography has arisen from the rapid advancement in computed tomography technology, which has led to massive diagnostic and prognostic clinical studies in various patient populations. This article gives a brief overview of current multidetector cardiac computed tomography systems, developing cardiac computed tomography technologies in both hardware and software fields, innovative radiation exposure reduction measures, multidetector cardiac computed tomography functional studies, and their newer clinical applications beyond coronary computed tomography angiography.
Collapse
Affiliation(s)
| | - Su Yeon Choi
- Seoul National University Hospital, Seoul, South Korea
| | - Faisal Nabi
- Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, Texas
| | - Su Min Chang
- Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, Texas
| |
Collapse
|
19
|
Abstract
Cardiac multidetector computed tomography (MDCT) has become a useful noninvasive modality for anatomical imaging of coronary artery disease (CAD). Currently, the main clinical advantage of coronary computed tomography angiography (CCTA) appears to be related to its high negative predictive value at low or intermediate pretest probability for CAD. With the development of technical aspects of MDCT, clinical practice and research are increasingly shifting toward defining the clinical implication of plaque morphology, myocardial perfusion, and patient outcomes. The presence of positive vessel remodeling, low-attenuation plaques, napkin-ring sign, or spotty calcification on CCTA could be useful information on high-risk vulnerable plaques. The napkin-ring sign, especially, showed higher accuracy for the detection of thin-cap fibroatheroma. Recently, it was reported that cardiac 3D single-photon emission tomography/CT fusion imaging, noninvasive fractional flow reserve computed from CT, and integrated CCTA and CT myocardial perfusion were associated with improved diagnostic accuracy for the detection of hemodynamically significant CAD. Furthermore, several randomized, large clinical trials have evaluated the clinical value of CCTA for chest pain triage in the emergency department or long-term reduction in death, myocardial infarction, or hospitalization for unstable angina. In this review we discuss the role of cardiac MDCT beyond coronary angiography, including a comparison with other currently available imaging modalities used to examine atherosclerotic plaque and myocardial perfusion.
Collapse
Affiliation(s)
- Akira Sato
- Cardiovascular Division, Faculty of Medicine, University of Tsukuba
| | | |
Collapse
|
20
|
Sato A, Hoshi T, Kakefuda Y, Hiraya D, Watabe H, Kawabe M, Akiyama D, Koike A, Aonuma K. In vivo evaluation of fibrous cap thickness by optical coherence tomography for positive remodeling and low-attenuation plaques assessed by computed tomography angiography. Int J Cardiol 2015; 182:419-25. [DOI: 10.1016/j.ijcard.2015.01.021] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2014] [Revised: 12/21/2014] [Accepted: 01/04/2015] [Indexed: 11/29/2022]
|
21
|
Nakazato R, Otake H, Konishi A, Iwasaki M, Koo BK, Fukuya H, Shinke T, Hirata KI, Leipsic J, Berman DS, Min JK. Atherosclerotic plaque characterization by CT angiography for identification of high-risk coronary artery lesions: a comparison to optical coherence tomography. Eur Heart J Cardiovasc Imaging 2014; 16:373-9. [DOI: 10.1093/ehjci/jeu188] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
|
22
|
|
23
|
Histogram analysis of lipid-core plaques in coronary computed tomographic angiography: ex vivo validation against histology. Invest Radiol 2014; 48:646-53. [PMID: 23614976 DOI: 10.1097/rli.0b013e31828fdf9f] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
PURPOSE In coronary computed tomographic angiography (CTA), low attenuation of coronary atherosclerotic plaque is associated with lipid-rich plaques. However, an overlap in Hounsfield units (HU) between fibrous and lipid-rich plaque as well as an influence of luminal enhancement on plaque attenuation was observed and may limit accurate detection of lipid-rich plaques by CTA. We sought to determine whether the quantitative histogram analysis improves accuracy of the detection of lipid-core plaque (LCP) in ex vivo hearts by validation against histological analysis. MATERIALS AND METHODS Human donor hearts were imaged with a 64-slice computed tomographic scanner using a standard coronary CTA protocol, optical coherence tomography (OCT), a histological analysis. Lipid-core plaque was defined in the histological analysis as any fibroatheroma with a lipid/necrotic core diameter of greater than 200 μm and a circumference greater than 60 degrees as well as a cap thickness of less than 450 μm. In OCT, lipid-rich plaque was determined as a signal-poor region with diffuse borders in 2 quadrants or more. In CTA, the boundaries of the noncalcified plaque were manually traced. The absolute and relative areas of low attenuation plaque based on pixels with less than 30, less than 60, and less than 90 HU were calculated using quantitative histogram analysis. RESULTS From 5 hearts, a total of 446 cross sections were coregistered between CTA and the histological analysis. Overall, 55 LCPs (12%) were identified by the histological analysis. In CTA, the absolute and relative areas of low attenuation plaque less than 30, less than 60, and less than 90 HU were 0.14 (0.31) mm2 (4.22% [9.02%]), 0.69 (0.95) mm2 (18.28% [21.22%]), and 1.35 (1.54) mm2 (35.65% [32.07%]), respectively. The low attenuation plaque area correlated significantly with histological lipid content (lipid/necrotic core size [in square millimeter] and a portion of lipid/necrotic core on the entire plaque) at all thresholds but was the strongest at less than 60 HU (r = 0.53 and r = 0.48 for the absolute and relative areas, respectively). Using a threshold of 1.0 mm2 or greater, the absolute plaque area of less than 60 HU in CTA yielded 69% sensitivity and 80% specificity to detect LCP, whereas sensitivity and specificity were 73% and 71% for using 25.0% or higher relative area less than 60 HU. The discriminatory ability of CTA for LCP was similar between the absolute and relative areas (the area under the curve, 0.744 versus 0.722; P = 0.37). Notably, the association of the low attenuation plaque area in CTA with LCP was not altered by the luminal enhancement for the relative (P = 0.48) but for the absolute measurement (P = 0.03). Similar results were achieved when validated against lipid-rich plaque by OCT in a subset of 285 cross sections. CONCLUSIONS In ex vivo conditions, the relative area of coronary atherosclerotic plaque less than 60 HU in CTA as derived from quantitative histogram analysis has good accuracy to detect LCP as compared with a histological analysis independent of differences in luminal contrast enhancement.
Collapse
|
24
|
Evaluation of coronary artery disease and cardiac morphology and function in patients with hypertrophic cardiomyopathy, using cardiac computed tomography. Heart Vessels 2013; 30:28-35. [PMID: 24326884 DOI: 10.1007/s00380-013-0452-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2013] [Accepted: 11/29/2013] [Indexed: 01/16/2023]
Abstract
Coronary artery disease and cardiac morphology and function were evaluated in 51 patients with hypertrophic cardiomyopathy (HCM), without typical chest pain, using cardiac computed tomography (CT). This study investigated the prevalence of coronary artery disease, the indicators of obstructive coronary stenosis, and the magnitude of left ventricular (LV) hypertrophy. The patients' mean coronary artery calcium score was 198.8 ± 312.0 and was positively correlated with the number of coronary risk factors (r = 0.32; P < 0.05). Of the 51 patients with HCM, 42 (82.4 %) had some degree of stenosis and 8 (15.7 %) had obstructive stenosis. Noncalcified and mixed plaques were detected in 14 (27.5 %) and 11 (21.6 %) patients, respectively. Multivariate logistic regression revealed that diabetes was an independent indicator of the presence of obstructive stenosis in HCM patients. Multivariate linear regression revealed that low estimated glomerular filtration rates and high triglyceride concentrations were independent indicators of higher LV mass indexes. In conclusion, cardiac CT revealed that coronary artery disease was common among patients with HCM. The presence of obstructive coronary stenosis and the magnitude of LV hypertrophy were related to the presence of diabetes, triglyceride levels, and estimated glomerular filtration rate.
Collapse
|
25
|
A meta analysis and hierarchical classification of HU-based atherosclerotic plaque characterization criteria. PLoS One 2013; 8:e73460. [PMID: 24019924 PMCID: PMC3760884 DOI: 10.1371/journal.pone.0073460] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2013] [Accepted: 07/21/2013] [Indexed: 12/26/2022] Open
Abstract
Background Many computed tomography (CT) studies have reported that lipid-rich, presumably rupture-prone atherosclerotic plaques can be characterized according to their Hounsfield Unit (HU) value. However, the published HU-based characterization criteria vary considerably. The present study aims to systematically analyze these values and empirically derive a hierarchical classification of the HU-based criteria which can be referred in clinical situation. Material and Methods A systematic search in PubMed and Embase for publications with HU-criteria to characterize lipid-rich and fibrous atherosclerotic plaques resulted in 36 publications, published between 1998 and 2011. The HU-criteria were systematically analyzed based on the characteristics of the reporting study. Significant differences between HU-criteria were checked using Student’s t-test. Subsequently, a hierarchical classification of HU-criteria was developed based on the respective study characteristics. Results No correlation was found between HU-criteria and the reported lumen contrast-enhancement. Significant differences were found for HU-criteria when pooled according to the respective study characteristics: examination type, vessel type, CT-vendor, detector-rows, voltage-setting, and collimation-width. The hierarchical classification resulted in 21 and 22 CT attenuation value categories, for lipid-rich and fibrous plaque, respectively. More than 50% of the hierarchically classified HU-criteria were significantly different. Conclusion In conclusion, variations in the reported CT attenuation values for lipid-rich and fibrous plaque are so large that generalized values are unreliable for clinical use. The proposed hierarchical classification can be used to determine reference CT attenuation values of lipid-rich and fibrous plaques for the local setting.
Collapse
|
26
|
Specific organized substrates of ventricular fibrillation: Comparison of 320-slice CT heart images in non-ischemic ventricular fibrillation subjects with non-ischemic sustained and non-sustained ventricular tachycardia subjects. Int J Cardiol 2013; 168:1472-8. [DOI: 10.1016/j.ijcard.2012.12.052] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2012] [Revised: 12/15/2012] [Accepted: 12/24/2012] [Indexed: 02/01/2023]
|
27
|
Paul J, Tan MML, Farhang M, Beeres M, Vogl TJ. Dual-energy CT spectral and energy weighted data sets: carotid stenosis and plaque detection. Acad Radiol 2013; 20:1144-51. [PMID: 23931429 DOI: 10.1016/j.acra.2013.02.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2013] [Revised: 02/21/2013] [Accepted: 02/26/2013] [Indexed: 11/29/2022]
Abstract
RATIONALE AND OBJECTIVES To evaluate dual-energy computed tomography spectral and energy weighted (W) image data sets concerning carotid stenosis and calcified plaque detection. MATERIALS AND METHODS Ninety patients were evaluated using contrast media injection. Energy used for dual-energy computed tomography was tin filter with 140/80 kiloVoltage and effective milli Ampere second was 147.4/270.6. Image reconstruction was performed using D30f kernel and 0.0, 0.3, 0.6, 0.8, 1.0 weightings. Data sets were analyzed using both qualitative and quantitative methods. RESULTS The signal-to-noise ratio, contrast-to-noise ratio, and figure-of-merit were significantly higher in 0.6-W compared to 140-kV or 80-kV data (all P < .05). Plaque thickness, span, and longitudinal diameters were different for 140-kV, 0.6-W, and 80-kV data (all P < .05). Stenotic intra-luminal diameter was significantly different among 140 kV, 0.6 W, and 80 kV data (all P < .05). A comparison between 0.6 W and digital subtraction angiography was nonsignificant (P > .05) in normal lumen measurement. CONCLUSIONS The dimension of calcified plaque and carotid artery with contrast media decreased with increased energy. The percentage of carotid artery stenosis does not vary with different energy. Care must be taken for procedural planning like sizing of stents. Measured diameters of the 0.6 W were close to digital subtraction angiography; we suggest that planning should be based on the images acquired using 0.6 weighting.
Collapse
Affiliation(s)
- Jijo Paul
- Department of Diagnostic and Interventional Radiology, J.W. Goethe University Hospital, Theodor-Stern-Kai-7, Frankfurt/Main, Germany 60590.
| | | | | | | | | |
Collapse
|
28
|
Tsujita K, Sakamoto K, Kojima S, Kojima S, Takaoka N, Nagayoshi Y, Sakamoto T, Tayama S, Kaikita K, Hokimoto S, Sumida H, Sugiyama S, Nakamura S, Ogawa H. Coronary plaque component in patients with vasospastic angina: a virtual histology intravascular ultrasound study. Int J Cardiol 2013; 168:2411-5. [PMID: 23453453 DOI: 10.1016/j.ijcard.2013.02.002] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2012] [Revised: 11/01/2012] [Accepted: 02/05/2013] [Indexed: 02/02/2023]
Abstract
BACKGROUND Coronary spasm plays an important role in the pathogenesis of ischemic heart disease. However, tissue components of coronary plaque in patients with vasospastic angina (VSA) have been unknown. This study used virtual histology (VH)-intravascular ultrasound (IVUS) to elucidate the tissue component of spastic coronary arteries and its gender differences in patients with VSA. METHODS According to acetylcholine provocation tests, the study subjects (42 patients [19 men, 23 women, 61 ± 13 years]) were divided into 2 groups: the VSA group of 26 patients and the non-VSA group of 16 patients. After nitrate injection, IVUS volumetric analysis was done, and the parameters were compared between the groups. RESULTS Although clinical demographics were almost identical between the groups, VSA group had lower plasma adiponectin level (5.9 ± 3.3 μg/ml vs. 11.2 ± 7.6 μg/ml, p=0.007) and tended to have higher high-sensitivity C-reactive protein (0.15 ± 0.24 mg/dl vs. 0.06 ± 0.04 mg/dl, p=0.1) than non-VSA group. VSA group had diffusely thickened intima (% plaque volume, 34 ± 11% vs. 27 ± 7%, p=0.01) compared with non-VSA group. However, plaque components of patients with VSA were similar with that of non-VSA patients (dense calcium, 4 ± 6% vs. 3 ± 4%; necrotic core, 10 ± 9% vs. 8 ± 6%; fibrofatty, 19 ± 16% vs. 22 ± 11%; and fibrous, 67 ± 16% vs. 67 ± 9%). Although male patients with VSA had atherogenic lipid and metabolic profiles than female VSA patients, there were no significant gender differences in the volumetric IVUS parameters and plaque components. CONCLUSIONS Compared with non-VSA patients, VSA patients had diffusely thickened fibrous-dominant coronary plaque without gender difference, and that might suggest the role of vasospasm in the development of atherosclerosis.
Collapse
Affiliation(s)
- Kenichi Tsujita
- Department of Cardiovascular Medicine, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan.
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
29
|
Abstract
OBJECTIVE Interest in dual-energy CT (DECT) for evaluating the myocardial blood supply, as an addition to coronary artery assessment, is increasing. Although it is still in the early clinical phase, assessment of myocardial ischemia and infarction by DECT constitutes a promising step toward comprehensive evaluation of coronary artery disease with a single noninvasive modality. CONCLUSION Compared with dynamic CT approaches, DECT has advantages regarding radiation dose and clinical applicability. In this review, the literature on DECT of the heart is discussed.
Collapse
|
30
|
Dégano IR, Elosua R, Kaski JC, Fernández-Bergés DJ, Grau M, Marrugat J. Plaque stability and the southern European paradox. Rev Esp Cardiol 2012; 66:56-62. [PMID: 23078876 DOI: 10.1016/j.recesp.2012.07.014] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2012] [Accepted: 07/21/2012] [Indexed: 12/18/2022]
Abstract
Differences between European countries in coronary heart disease mortality were initially described in the 20th century, and albeit less dramatic than first reported, these differences remain substantial. Three main hypotheses have been proposed to explain the so-called "Mediterranean paradox": a) underestimation of coronary heart disease mortality due to methodological flaws; b) the "lag time" hypothesis, and c) the traditional Mediterranean diet and lifestyle. In this manuscript we present and discuss another possible explanation for the Mediterranean paradox related to the higher prevalence and and incidence of stable atheromatous plaques in this area.
Collapse
Affiliation(s)
- Irene R Dégano
- Grupo de Investigación de Epidemiología y Genética Cardiovascular, Programa de Investigación de Procesos Inflamatorios y Cardiovasculares, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, España
| | | | | | | | | | | |
Collapse
|
31
|
Cheng L, Ma L, Schoenhagen P, Ye H, Lou X, Gao Y, Zhao X, Wang X, Dong W. Comparison of three-dimensional volume-targeted thin-slab FIESTA magnetic resonance angiography and 64-multidetector computed tomographic angiography for the identification of proximal coronary stenosis. Int J Cardiol 2012; 167:2969-76. [PMID: 22999342 DOI: 10.1016/j.ijcard.2012.08.058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2012] [Revised: 08/17/2012] [Accepted: 08/31/2012] [Indexed: 10/27/2022]
Abstract
BACKGROUND Based on recent clinical data, an imaging strategy of identifying proximal coronary disease allows further management decisions in patients with stable angina pectoris. We aimed to compare diagnostic accuracy of non-contrast fast steady-state (FIESTA) magnetic resonance angiography (MRA) with 64-multidetector computed tomographic angiography (CTA), using conventional coronary angiography (CA) as the reference standard. METHODS Thirty patients with suspected coronary artery disease consented to participate in an institutional review board-approved protocol. Coronary MRA was performed at 1.5 T using a respiratory navigator and electrocardiogram-gated three-dimensional FIESTA pulse sequence. CTA images were acquired using a 64-multidetector computed tomographic scanner, using beta blockade to reduce the heart rate to less than 70 bpm. Coronary luminal stenosis >50% was identified. Plaques were classified as non-calcified, mixed, or calcified on CTA, and as high-, intermediate-, or low-signal on FIESTA MRA. RESULTS Compared to CA, the sensitivity, specificity, and overall accuracy for detection of >50% proximal coronary stenoses were 83.0%, 86.9%, and 86.1% for MRA and 85.1%, 87.2%, and 86.8% for CTA, respectively. For the 24 calcified stenoses, MRA corrected 16 segments that overestimated on CTA and MRA had an accuracy of 75% in evaluating calcified plaques. CONCLUSIONS High-resolution three-dimensional FIESTA MRA and CTA have a similar accuracy in detecting proximal coronary stenosis. The clinical impact of identification of proximal disease in patients with stable CAD needs to be examined in future studies.
Collapse
Affiliation(s)
- Liuquan Cheng
- Department of Radiology, Chinese PLA General Hospital, Beijing, China.
| | | | | | | | | | | | | | | | | |
Collapse
|
32
|
Fernandez-Friera L, Garcia-Alvarez A, Guzman G, Garcia MJ. Coronary CT and the coronary calcium score, the future of ED risk stratification? Curr Cardiol Rev 2012; 8:86-97. [PMID: 22708911 PMCID: PMC3406277 DOI: 10.2174/157340312801784989] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2010] [Revised: 08/17/2011] [Accepted: 09/01/2011] [Indexed: 01/07/2023] Open
Abstract
Accurate and efficient evaluation of acute chest pain remains clinically challenging because traditional diagnostic modalities have many limitations. Recent improvement in non-invasive imaging technologies could potentially improve both diagnostic efficiency and clinical outcomes of patients with acute chest pain while reducing unnecessary hospitalizations. However, there is still controversy regarding much of the evidence for these technologies. This article reviews the role of coronary artery calcium score and the coronary computed tomography in the assessment of individual coronary risk and their usefulness in the emergency department in facilitating appropriate disposition decisions. The evidence base and clinical applications for both techniques are also described, together with cost- effectiveness and radiation exposure considerations.
Collapse
Affiliation(s)
- Leticia Fernandez-Friera
- Departamento de Cardiologia, Hospital Universitario Marqués de Valdecilla, Santander. Spain
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid. Spain
| | - Ana Garcia-Alvarez
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid. Spain
- Thorax Institute Cardiology Department, Hospital Clinic, Barcelona, Spain
| | - Gabriela Guzman
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid. Spain
- Hospital La Paz, Madrid. Spain
| | - Mario J Garcia
- Montefiore Heart Center-Albert Einstein School of Medicine. New York
| |
Collapse
|
33
|
Shmilovich H, Cheng VY, Tamarappoo BK, Dey D, Nakazato R, Gransar H, Thomson LEJ, Hayes SW, Friedman JD, Germano G, Slomka PJ, Berman DS. Vulnerable plaque features on coronary CT angiography as markers of inducible regional myocardial hypoperfusion from severe coronary artery stenoses. Atherosclerosis 2011; 219:588-95. [PMID: 21862017 DOI: 10.1016/j.atherosclerosis.2011.07.128] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2011] [Revised: 07/30/2011] [Accepted: 07/30/2011] [Indexed: 01/30/2023]
Abstract
OBJECTIVE We explored whether the presence of 3 known features of plaque vulnerability on coronary CT angiography (CCTA)--low attenuation plaque content (LAP), positive remodeling (PR), and spotty calcification (SC)--identifies plaques associated with greater inducible myocardial hypoperfusion measured by myocardial perfusion imaging (MPI). METHODS We analyzed 49 patients free of cardiac disease who underwent CCTA and MPI within a 6-month period and were found on CCTA to have focal 70-99% stenosis from predominantly non-calcified plaque in the proximal or mid segment of 1 major coronary artery. Presence of LAP (≤ 30 Hounsfield Units), PR (outer wall diameter exceeds proximal reference by ≥ 5%), and SC (≤ 3 mm long and occupies ≤ 90° of cross-sectional artery circumference) was determined. On MPI, reversible hypoperfusion in the myocardial territory corresponding to the diseased artery was quantified both as percentage of total myocardium (RevTPD(ART)) by an automatic algorithm and as summed difference score (SDS(ART)) by two experienced readers. RevTPD(ART)≥ 3% and SDS(ART)≥ 3 defined significant inducible hypoperfusion in the territory of the diseased artery. RESULTS Plaques in patients with RevTPD(ART)≥ 3% more frequently exhibited LAP (70% vs. 14%, p < 0.001) and PR (70% vs. 24%, p = 0.001) but not SC (55% vs. 34%, p = 0.154). RevTPD(ART) increased from 1.3 ± 1.2% in arteries with LAP-/PR- plaques to 3.2 ± 4.3% with LAP+/PR- or LAP-/PR+ plaques to 8.3 ± 2.4% with LAP+/PR+ plaques (p < 0.001); SDS(ART) showed a similar increase: 0.3 ± 0.7 to 2.3 ± 2.8 to 6.0 ± 3.8 (p < 0.001). Using the same LAP/PR categorization, there was a marked increase in the frequency of significant hypoperfusion as determined by both RevTPD(ART)≥ 3% (1/19 to 10/21 to 9/9, p < 0.001) and SDS(ART)≥ 3 (1/19 to 8/21 to 8/9, p < 0.001). LAP and PR, but not SC, were strong predictors of RevTPD(ART) and SDS(ART) in regression models adjusting for potential confounders. CONCLUSIONS Presence of low attenuation plaque and positive remodeling in severely stenotic plaques on CCTA is strongly predictive of myocardial hypoperfusion and may be useful in assessing the hemodynamic significance of such lesions.
Collapse
Affiliation(s)
- Haim Shmilovich
- Heart Institute and the Departments of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
34
|
Soeda T, Uemura S, Okayama S, Kawakami R, Sugawara Y, Nakagawa H, Matsumoto T, Sung JH, Nishida T, Senoo A, Somekawa S, Takeda Y, Ishigami K, Kawata H, Horii M, Saito Y. Intensive Lipid-Lowering Therapy With Rosuvastatin Stabilizes Lipid-Rich Coronary Plaques - Evaluation Using Dual-Source Computed Tomography -. Circ J 2011; 75:2621-7. [DOI: 10.1253/circj.cj-11-0139] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Tsunenari Soeda
- First Department of Internal Medicine, Nara Medical University
| | - Shiro Uemura
- First Department of Internal Medicine, Nara Medical University
| | - Satoshi Okayama
- First Department of Internal Medicine, Nara Medical University
| | - Rika Kawakami
- First Department of Internal Medicine, Nara Medical University
| | - Yu Sugawara
- First Department of Internal Medicine, Nara Medical University
| | | | | | - Ji-Hee Sung
- First Department of Internal Medicine, Nara Medical University
| | - Taku Nishida
- First Department of Internal Medicine, Nara Medical University
| | - Ayako Senoo
- First Department of Internal Medicine, Nara Medical University
| | | | - Yukiji Takeda
- First Department of Internal Medicine, Nara Medical University
| | | | - Hiroyuki Kawata
- First Department of Internal Medicine, Nara Medical University
| | - Manabu Horii
- First Department of Internal Medicine, Nara Medical University
| | - Yoshihiko Saito
- First Department of Internal Medicine, Nara Medical University
| |
Collapse
|