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Martín-Saladich Q, Simó R, Aguadé-Bruix S, Simó-Servat O, Aparicio-Gómez C, Hernández C, Ramirez-Serra C, Pizzi MN, Roque A, González Ballester MA, Herance JR. Insights into Insulin Resistance and Calcification in the Myocardium in Type 2 Diabetes: A Coronary Artery Analysis. Int J Mol Sci 2023; 24:ijms24043250. [PMID: 36834662 PMCID: PMC9959651 DOI: 10.3390/ijms24043250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/27/2023] [Accepted: 02/01/2023] [Indexed: 02/10/2023] Open
Abstract
Type 2 diabetes (T2D) is responsible for high incidence of cardiovascular (CV) complications leading to heart failure. Coronary artery region-specific metabolic and structural assessment could provide deeper insight into the extent of the disease and help prevent adverse cardiac events. Therefore, in this study, we aimed at investigating such myocardial dynamics for the first time in insulin-sensitive (mIS) and insulin-resistant (mIR) T2D patients. We targeted global and region-specific variations using insulin sensitivity (IS) and coronary artery calcifications (CACs) as CV risk factor in T2D patients. IS was computed using myocardial segmentation approaches at both baseline and after an hyperglycemic-insulinemic clamp (HEC) on [18F]FDG-PET images using the standardized uptake value (SUV) (ΔSUV = SUVHEC - SUVBASELINE) and calcifications using CT Calcium Scoring. Results suggest that some communicating pathways between response to insulin and calcification are present in the myocardium, whilst differences between coronary arteries were only observed in the mIS cohort. Risk indicators were mostly observed for mIR and highly calcified subjects, which supports previously stated findings that exhibit a distinguished exposure depending on the impairment of response to insulin, while projecting added potential complications due to arterial obstruction. Moreover, a pattern relating calcification and T2D phenotypes was observed suggesting the avoidance of insulin treatment in mIS but its endorsement in mIR subjects. The right coronary artery displayed more ΔSUV, whilst plaque was more present in the circumflex. However, differences between phenotypes, and therefore CV risk, were associated to left descending artery (LAD) translating into higher CACs regarding IR, which could explain why insulin treatment was effective for LAD at the expense of higher likelihood of plaque accumulation. Personalized approaches to assess T2D may lead to more efficient treatments and risk-prevention strategies.
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Affiliation(s)
- Queralt Martín-Saladich
- Medical Molecular Imaging Research Group, Nuclear Medicine, Radiology and Cardiology Departments, Vall d’Hebron Research Institute (VHIR), Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
- BCN Medtech, Department of Information and Communication Technologies, Pompeu Fabra University, 08018 Barcelona, Spain
| | - Rafael Simó
- Diabetes and Metabolism Research Group, VHIR, Department of Endocrinology, Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Santiago Aguadé-Bruix
- Medical Molecular Imaging Research Group, Nuclear Medicine, Radiology and Cardiology Departments, Vall d’Hebron Research Institute (VHIR), Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
| | - Olga Simó-Servat
- Diabetes and Metabolism Research Group, VHIR, Department of Endocrinology, Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Carolina Aparicio-Gómez
- Medical Molecular Imaging Research Group, Nuclear Medicine, Radiology and Cardiology Departments, Vall d’Hebron Research Institute (VHIR), Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
| | - Cristina Hernández
- Diabetes and Metabolism Research Group, VHIR, Department of Endocrinology, Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Clara Ramirez-Serra
- Clinical Biochemistry Research Group, Vall d’Hebron Research Institute (VHIR), Biochemical Core Facilities, Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
| | - María Nazarena Pizzi
- Department of Medicine, Autonomous University of Barcelona, 08193 Barcelona, Spain
- Cardiology Department, Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron University Hospital, 08035 Barcelona, Spain
| | - Albert Roque
- Medical Molecular Imaging Research Group, Nuclear Medicine, Radiology and Cardiology Departments, Vall d’Hebron Research Institute (VHIR), Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
- Department of Medicine, Autonomous University of Barcelona, 08193 Barcelona, Spain
- Radiology Department, Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron University Hospital, 08035 Barcelona, Spain
| | - Miguel A. González Ballester
- BCN Medtech, Department of Information and Communication Technologies, Pompeu Fabra University, 08018 Barcelona, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), 08010 Barcelona, Spain
- Correspondence: (M.A.G.B.); (J.R.H.); Tel.: +34-(93)-542-2000 (ext. 2083) (M.A.G.B.); +34-(93)-489-3000 (ext. 4946) (J.R.H.)
| | - José Raul Herance
- Medical Molecular Imaging Research Group, Nuclear Medicine, Radiology and Cardiology Departments, Vall d’Hebron Research Institute (VHIR), Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBERBBN), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Correspondence: (M.A.G.B.); (J.R.H.); Tel.: +34-(93)-542-2000 (ext. 2083) (M.A.G.B.); +34-(93)-489-3000 (ext. 4946) (J.R.H.)
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Zhubi Bakija F, Bagyura Z, Fábián A, Ferencz A, Kiss L, Szenczi O, Vadas R, Dósa E, Nguyen DT, Csobay-Novák C, Jermendy ÁL, Szelid Z, Soós P, Kovács A, Merkely B. Long-term prognostic value of left atrial longitudinal strain in an elderly community-based cohort. GeroScience 2022; 45:613-625. [PMID: 36482260 PMCID: PMC9886757 DOI: 10.1007/s11357-022-00673-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 10/12/2022] [Indexed: 12/14/2022] Open
Abstract
Despite the well-known importance of left atrial (LA) mechanics in diastolic function, data are scarce regarding the prognostic power of LA longitudinal strain and its potential added value in the risk stratification of an elderly population. Accordingly, our aim was to determine the long-term prognostic importance of 2D speckle-tracking echocardiography-derived peak atrial longitudinal strain (PALS) in a community-based screening sample. Three hundred and fourteen volunteers were retrospectively identified from a population-based screening program (mean age 62 ± 11 years; 58% female) with a median follow-up of 9.5 years. All subjects who participated in the screening program underwent 2D echocardiography to measure left ventricular (LV) ejection fraction (EF), global longitudinal strain (GLS), and PALS, as well as low-dose cardiac CT to determine the Agatston score. The primary endpoint was all-cause mortality. Thirty-nine subjects (12.4%) met the primary endpoint. Subjects with adverse outcomes had significantly lower LV GLS (dead vs. alive; - 19.2 ± 4.3 vs. - 20.6 ± 3.5%, p < 0.05) and PALS (32.3 ± 12.0 vs. 41.8 ± 14.2%, p < 0.001), whereas LV EF did not show a difference between the two groups (51.1 ± 7.0 vs. 52.1 ± 6.2, %, p = NS). By multivariable Cox regression analysis, PALS was found to be a significant predictor of adverse outcomes independent of LV GLS, and Agatston and Framingham scores. In subjects with PALS values below the standard cut-off of 39%, the risk of all-cause mortality was almost 2.5 times higher (hazard ratio: 2.499 [95% confidence interval: 1.334-4.682], p < 0.05). Beyond the assessment of LV EF and LV GLS, PALS offers incremental value in cardiovascular risk stratification in a community-based elderly cohort. PALS was found to be a significant and independent predictor of long-term mortality among other classical cardiovascular risk estimators.
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Affiliation(s)
- Fjolla Zhubi Bakija
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary ,Clinic of Cardiology, University and Clinical Center of Kosovo, Prishtina, Kosovo
| | - Zsolt Bagyura
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Alexandra Fábián
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Andrea Ferencz
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Loretta Kiss
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Orsolya Szenczi
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Réka Vadas
- 2nd Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Edit Dósa
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Dat Tin Nguyen
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Csaba Csobay-Novák
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Ádám L. Jermendy
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Zsolt Szelid
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Pál Soós
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122 Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122, Hungary.
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Városmajor str. 68, Budapest, 1122, Hungary.
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Corpus-Driven Resource Recommendation Algorithm for English Online Autonomous Learning. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:9369258. [PMID: 35747131 PMCID: PMC9211380 DOI: 10.1155/2022/9369258] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 05/18/2022] [Accepted: 05/24/2022] [Indexed: 12/14/2022]
Abstract
One of the most significant aspects of English teaching, as well as the embodiment of students' comprehensive English skill, is the cultivation of English learning ability. Teachers of English should help students understand the topic's material and be able to convey, describe, and analyze the topic's substance, such as summarizing, subjective judgments analysis, and tale continuation. Students' English learning is restricted by the learning environment, teachers' quality, students' own ability, and other aspects. Furthermore, schools and families do not prioritize English learning, resulting in low teacher expectations for English instruction, as well as a lack of English practice and strategy training among students. In order to improve the inefficiency of English teaching, this paper combines corpus technology with English teaching and proposes an online autonomous learning resource recommendation algorithm. The model is optimized in the aspects of high efficiency, diversity, and timeliness of learning resource recommendation supported by deep learning technology. The model is pretrained through the processed dataset, and the algorithm designed in this study is compared with the classical algorithm to verify the rationality and effectiveness of the algorithm designed in this study. Based on the previous studies, this study attempts to apply the teaching model combining corpus and recommendation algorithm to online teaching, so as to optimize English teaching model and teaching methods.
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Reduced Radiation Exposure Protocol during Computer Tomography of the Left Atrium Prior to Catheter Ablation in Patients with Atrial Fibrillation. Diagnostics (Basel) 2022; 12:diagnostics12030612. [PMID: 35328165 PMCID: PMC8947727 DOI: 10.3390/diagnostics12030612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 02/16/2022] [Accepted: 02/23/2022] [Indexed: 01/27/2023] Open
Abstract
(1) Background: Computer tomography (CT) is an imaging modality used in the pre-planning of radiofrequency catheter ablation (RFA) procedure in patients with cardiac arrhythmias. However, it is associated with a considerable ionizing radiation dose for patients. This study aims to develop and validate low-dose CT scanning protocols of the left atrium (LA) for RFA guidance. (2) Methods: 68 patients scheduled for RFA of atrial fibrillation were sequentially assigned to four groups of ECG-gated scanning protocols, based on the set tube current (TC): Group A (n = 20, TC = 33 mAs), Group B (n = 18, TC = 67 mAs), Group C (n = 10, TC = 135 mAs), and control Group D (n = 20, TC = 600 mAs). We used a 256-row multidetector CT with body weight-dependent tube voltage of 80 kVp (<70 kg), 100 kVp (70−90 kg), and 120 kVp (>90 kg). We evaluated scanning parameters including radiation dose, total scanning procedure time and signal-to-noise ratio (SNR). (3) Results: The average effective radiation dose (ED) was lower in Group A in comparison to Group B, C and D (0.83 (0.76−1.10), 1.55 (1.36−1.67), 2.91 (2.32−2.96) and 9.35 (8.00−10.04) mSv, p < 0.05). The total amount of contrast media was not significantly different between groups. The mean SNR was 6.5 (5.8−7.3), 7.1 (5.7−8.2), 10.8 (10.1−11.3), and 12.2 (9.9−15.7) for Group A, B, C and D, respectively. The comparisons of SNR in group A vs. B and C vs. D were without significant differences. (4) Conclusions: Optimized pre-ablation CT scanning protocols of the LA can reduce an average ED by 88.7%. Three dimensional (3D) models created with the lowest radiation protocol are useful for the integration of electro-anatomic-guided RFA procedures.
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Lee H, Lee S, Baek T, Cha JG, Yang KM. Natural Death. FORENSIC IMAGING 2022. [DOI: 10.1007/978-3-030-83352-7_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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6
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Inkinen SI, Juntunen MAK, Ketola J, Korhonen K, Sepponen P, Kotiaho A, Pohjanen VM, Nieminen M. Virtual monochromatic imaging reduces beam hardening artefacts in cardiac interior photon counting computed tomography: a phantom study with cadaveric specimens. Biomed Phys Eng Express 2021; 8. [PMID: 34911047 DOI: 10.1088/2057-1976/ac4397] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 12/15/2021] [Indexed: 11/11/2022]
Abstract
In interior cardiac computed tomography (CT) imaging, the x-ray beam is collimated to a limited field-of-view covering the heart volume, which decreases the radiation exposure to surrounding tissues. Spectral CT enables the creation of virtual monochromatic images (VMIs) through a computational material decomposition process. This study investigates the utility of VMIs for beam hardening (BH) reduction in interior cardiac CT, and further, the suitability of VMIs for coronary artery calcium (CAC) scoring and volume assessment is studied using spectral photon counting detector CT (PCD-CT).Ex vivocoronary artery samples (N = 18) were inserted in an epoxy rod phantom. The rod was scanned in the conventional CT geometry, and subsequently, the rod was positioned in a torso phantom and re-measured in the interior PCD-CT geometry. The total energy (TE) 10-100 keV reconstructions from PCD-CT were used as a reference. The low energy 10-60 keV and high energy 60-100 keV data were used to perform projection domain material decomposition to polymethyl methacrylate and calcium hydroxylapatite basis. The truncated basis-material sinograms were extended using the adaptive detruncation method. VMIs from 30-180 keV range were computed from the detruncated virtual monochromatic sinograms using filtered back projection. Detrending was applied as a post-processing method prior to CAC scoring. The results showed that BH artefacts from the exterior structures can be suppressed with high (≥100 keV) VMIs. With appropriate selection of the monoenergy (46 keV), the underestimation trend of CAC scores and volumes shown in Bland-Altman (BA) plots for TE interior PCD-CT was mitigated, as the BA slope values were -0.02 for the 46 keV VMI compared to -0.21 the conventional TE image. To conclude, spectral PCD-CT imaging using VMIs could be applied to reduce BH artefacts interior CT geometry, and further, optimal selection of VMI may improve the accuracy of CAC scoring assessment in interior PCD-CT.
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Affiliation(s)
- Satu I Inkinen
- Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland
| | - Mikael A K Juntunen
- Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland.,Oulu University Hospital, Department of Diagnostic Radiology, Oulu, Finland
| | - Juuso Ketola
- Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland.,The South Savo Social and Health Care Authority, Mikkeli Central Hospital, Mikkeli, Finland
| | - Kristiina Korhonen
- Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland
| | - Pasi Sepponen
- Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland
| | - Antti Kotiaho
- Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland.,Oulu University Hospital, Department of Diagnostic Radiology, Oulu, Finland
| | - Vesa-Matti Pohjanen
- Cancer and Translational Medicine Research Unit, Medical Research Center, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Miika Nieminen
- Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland.,Oulu University Hospital, Department of Diagnostic Radiology, Oulu, Finland
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Tao S, Sheedy E, Bruesewitz M, Weber N, Williams K, Halaweish A, Schmidt B, Williamson E, McCollough C, Leng S. Technical Note: kV-independent coronary calcium scoring: A phantom evaluation of score accuracy and potential radiation dose reduction. Med Phys 2021; 48:1307-1314. [PMID: 33332626 DOI: 10.1002/mp.14663] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 12/04/2020] [Accepted: 12/08/2020] [Indexed: 11/10/2022] Open
Abstract
PURPOSE To determine the accuracy of CT number and calcium score of a kV-independent technique based on an artificial 120 kV reconstruction, and its potential to reduce radiation dose. METHODS Anthropomorphic chest phantoms were scanned on a third-generation dual-source CT system equipped with the artificial 120 kV reconstruction. First, a phantom module containing a 20-mm diameter hydroxyapatite (HA) insert was scanned inside the chest phantoms at different tube potentials (70-140 kV) to evaluate calcium CT number accuracy. Next, three small HA inserts (diameter/length = 5 mm) were inserted into a pork steak and scanned inside the phantoms to evaluate calcium score accuracy at different kVs. Finally, the same setup was scanned using automatic exposure control (AEC) at 120 kV, and then with automatic kV selection (auto-kV). Phantoms were also scanned at 120 kV using a size-dependent mA chart. CT numbers of soft tissue and calcium were measured from different kV images. Calcium score of each small HA insert was measured using commercial software. RESULTS The CT number difference from 120 kV was small with tube potentials from 90 to 140 kV for both soft tissue and calcium (maximal difference of 4/5 HU, respectively). Consistent calcium scores were obtained from images of different kVs compared to 120 kV, with a relative difference <8%. Auto-kV provided a 25-34% dose reduction compared to AEC alone. CONCLUSION A kV-independent calcium scoring technique can produce artificial 120 kV images with consistent soft tissue and calcium CT numbers compared to standard 120 kV examinations. When coupled with auto-kV, this technique can reduce radiation by 25-34% compared to that with AEC alone, while providing consistent calcium scores as that of standard 120 kV examinations.
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Affiliation(s)
- Shengzhen Tao
- Department of Radiology, Mayo Clinic, Jacksonville, FL, USA
| | - Emily Sheedy
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Nikkole Weber
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Kyle Williams
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Bernhard Schmidt
- Siemens Healthineers, Siemensstraße 1, Forchheim, 91301, Germany
| | | | | | - Shuai Leng
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
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8
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Stemmer A, Shadmi R, Bregman-Amitai O, Chettrit D, Blagev D, Orlovsky M, Deutsch L, Elnekave E. Using machine learning algorithms to review computed tomography scans and assess risk for cardiovascular disease: Retrospective analysis from the National Lung Screening Trial (NLST). PLoS One 2020; 15:e0236021. [PMID: 32745082 PMCID: PMC7398499 DOI: 10.1371/journal.pone.0236021] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 06/26/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The National Lung Screening Trial (NLST) demonstrated that annual screening with low dose CT in high-risk population was associated with reduction in lung cancer mortality. Nonetheless, the leading cause of mortality in the study was from cardiovascular diseases. PURPOSE To determine whether the used machine learning automatic algorithms assessing coronary calcium score (CCS), level of liver steatosis and emphysema percentage in the lungs are good predictors of cardiovascular disease (CVD) mortality and incidence when applied on low dose CT scans. MATERIALS AND METHODS Three fully automated machine learning algorithms were used to assess CCS, level of liver steatosis and emphysema percentage in the lung. The algorithms were used on low-dose computed tomography scans acquired from 12,332 participants in NLST. RESULTS In a multivariate analysis, association between the three algorithm scores and CVD mortality have shown an OR of 1.72 (p = 0.003), 2.62 (p < 0.0001) for CCS scores of 101-400 and above 400 respectively, and an OR of 1.12 (p = 0.044) for level of liver steatosis. Similar results were shown for the incidence of CVD, OR of 1.96 (p < 0.0001), 4.94 (p < 0.0001) for CCS scores of 101-400 and above 400 respectively. Also, emphysema percentage demonstrated an OR of 0.89 (p < 0.0001). Similar results are shown for univariate analyses of the algorithms. CONCLUSION The three automated machine learning algorithms could help physicians to assess the incidence and risk of CVD mortality in this specific population. Application of these algorithms to existing LDCT scans can provide valuable health care information and assist in future research.
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Affiliation(s)
- Amos Stemmer
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ran Shadmi
- Zebra Medical Vision, Ltd, Shfayim, Israel
| | | | | | - Denitza Blagev
- Pulmonary and Critical Care Division, Intermountain Medical Center, Murray, Utah, United States of America
- Pulmonary and Critical Care Division, University of Utah, Salt Lake City, Utah, United States of America
| | | | - Lisa Deutsch
- Zebra Medical Vision, Ltd, Shfayim, Israel
- BioStats Statistical Consulting Ltd, Maccabim, Merkaz Renanim, Israel
| | - Eldad Elnekave
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
- Zebra Medical Vision, Ltd, Shfayim, Israel
- Department of Diagnostic Radiology, Rabin Medical Center, Beilinson Hospital, Petah Tikva, Israel
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9
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Anžič Drofenik A, Vrtovec M, Božič Mijovski M, Sever M, Preložnik Zupan I, Kejžar N, Blinc A. Progression of coronary calcium burden and carotid stiffness in patients with essential thrombocythemia associated with JAK2 V617F mutation. Atherosclerosis 2020; 296:25-31. [DOI: 10.1016/j.atherosclerosis.2020.01.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Revised: 12/21/2019] [Accepted: 01/08/2020] [Indexed: 02/07/2023]
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10
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Coronary Artery Disease is More Severe in Patients with Non-Alcoholic Steatohepatitis than Fatty Liver. Diagnostics (Basel) 2020; 10:diagnostics10030129. [PMID: 32111021 PMCID: PMC7151007 DOI: 10.3390/diagnostics10030129] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 02/24/2020] [Accepted: 02/24/2020] [Indexed: 02/07/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is associated with a higher risk of atherosclerotic disease. However, the relationships between the severity of coronary atherosclerosis and pathologic findings in patients with NAFLD remain unknown. We aimed to characterize the coronary artery lesions in patients with NAFLD using coronary computed tomography angiography (CCTA). Overall, 101 patients with liver biopsy-proven NAFLD who had chest pain or electrocardiographic abnormalities underwent CCTA. Coronary artery lesions, including coronary artery stenosis (CAS), calcium score (CACS, Agatston score), and coronary artery non-calcified plaque were assessed using multi-slice CT. Multivariate analysis showed that age, smoking status, prevalence of dyslipidemia (DLP) and non-alcoholic steatohepatitis (NASH), and stage of fibrosis were independent risk factors for CAS. Age, and the prevalence of DM and DLP, were independent risk factors for CACS, and the prevalence of NASH tended to be an independent risk factor. In addition, the prevalence of DLP and NASH were independent risk factors for non-calcified plaques. Coronary artery lesions are more common in patients with NASH than in those with non-alcoholic fatty liver, suggesting a higher risk in patients with NASH. Therefore, patients with NASH should be closely followed, with particular vigilance for coronary artery diseases.
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11
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Affiliation(s)
- Ying Wang
- Department of Nuclear Medicine, First Hospital of China Medical University, Shenyang, Liaoning, China.,Department of Radiology, Massachusetts General Hospital, Boston, MA
| | - Michael T Osborne
- Department of Radiology, Massachusetts General Hospital, Boston, MA.,Cardiology Division, Massachusetts General Hospital, Boston, MA
| | - Brian Tung
- Department of Radiology, Massachusetts General Hospital, Boston, MA
| | - Ming Li
- Department of Urology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yaming Li
- Department of Nuclear Medicine, First Hospital of China Medical University, Shenyang, Liaoning, China
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12
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Association of Aortic Arch Width Assessed by Noncontrast Cardiac Computed Tomography With Cardiac Remodeling, Cardiac Function, and Atherosclerosis in a Japanese Cohort. J Thorac Imaging 2018; 33:240-245. [PMID: 29927869 DOI: 10.1097/rti.0000000000000332] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE Age-related aortic changes are related to adverse cardiac remodeling and reduced cardiac function. Here, we aim to assess the correlations between aortic arch width (AAW) and left ventricular (LV) remodeling and LV function as well as coronary artery calcification (CAC). MATERIALS AND METHODS This retrospective study included 194 patients (ages, 67±12 y) who underwent both coronary computed tomography angiography and echocardiography. The AAW is defined as the longest width between the ascending and descending aorta on a transaxial noncontrast coronary computed tomography angiography image at the level of the pulmonary artery bifurcation. Left ventricular mass, relative wall thickness ratio, left ventricular ejection fraction, left atrial volume, and early mitral inflow velocity to mitral annular early diastolic velocity ratio (E/e') were evaluated by echocardiography. CAC was assessed by Agatston score. The relationships between AAW and echocardiography parameters were assessed, and adjusted for demographic data and cardiovascular disease risk factors by multivariate linear regression analysis. RESULTS AAW (mean±SD, 11.6±1.4 cm) was positively correlated with left ventricular mass (r=0.28, P<0.0001), left atrial volume (r=0.28, P<0.0001), and E/e' (r=0.21, P<0.01). These correlations remained significant after adjustment for demographic data and cardiovascular disease risk factors. There was no correlation between AAW and left ventricular ejection fraction or relative wall thickness. There was a significant difference of AAW between the groups with Agatston score <100 and those with Agatston score ≥100, and this difference persisted after adjustment for all covariates (P<0.01). CONCLUSION Greater AAW was significantly associated with LV remodeling and impaired function as well as advanced CAC.
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Stillman AE, Oudkerk M, Bluemke DA, de Boer MJ, Bremerich J, Garcia EV, Gutberlet M, van der Harst P, Hundley WG, Jerosch-Herold M, Kuijpers D, Kwong RY, Nagel E, Lerakis S, Oshinski J, Paul JF, Slart RHJA, Thourani V, Vliegenthart R, Wintersperger BJ. Imaging the myocardial ischemic cascade. Int J Cardiovasc Imaging 2018; 34:1249-1263. [PMID: 29556943 DOI: 10.1007/s10554-018-1330-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 03/05/2018] [Indexed: 01/25/2023]
Abstract
Non-invasive imaging plays a growing role in the diagnosis and management of ischemic heart disease from its earliest manifestations of endothelial dysfunction to myocardial infarction along the myocardial ischemic cascade. Experts representing the North American Society for Cardiovascular Imaging and the European Society of Cardiac Radiology have worked together to organize the role of non-invasive imaging along the framework of the ischemic cascade. The current status of non-invasive imaging for ischemic heart disease is reviewed along with the role of imaging for guiding surgical planning. The issue of cost effectiveness is also considered. Preclinical disease is primarily assessed through the coronary artery calcium score and used for risk assessment. Once the patient becomes symptomatic, other imaging tests including echocardiography, CCTA, SPECT, PET and CMR may be useful. CCTA appears to be a cost-effective gatekeeper. Post infarction CMR and PET are the preferred modalities. Imaging is increasingly used for surgical planning of patients who may require coronary artery bypass.
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Affiliation(s)
- Arthur E Stillman
- Department of Radiology and Imaging Sciences, Emory University, 1365 Clifton Rd NE, Atlanta, GA, 30322, USA.
| | - Matthijs Oudkerk
- Center of Medical Imaging, University Medical Center Groningen, Groningen, The Netherlands
| | - David A Bluemke
- Department of Radiology and Imaging Sciences, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Menko Jan de Boer
- Department of Cardiology, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | - Jens Bremerich
- Department of Radiology, University of Basel Hospital, Basel, Switzerland
| | - Ernest V Garcia
- Department of Radiology and Imaging Sciences, Emory University, 1365 Clifton Rd NE, Atlanta, GA, 30322, USA
| | - Matthias Gutberlet
- Diagnostic and Interventional Radiology, University Hospital Leipzig, Leipzig, Germany
| | - Pim van der Harst
- Department of Genetics, University Medical Center Groningen, Groningen, The Netherlands
| | - W Gregory Hundley
- Departments of Internal Medicine & Radiology, Wake Forest University, Winston-Salem, NC, USA
| | | | - Dirkjan Kuijpers
- Department of Radiology, Haaglanden Medical Center, The Hague, The Netherlands
| | - Raymond Y Kwong
- Department of Cardiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Eike Nagel
- Institute for Experimental and Translational Cardiovascular Imaging, DZHK Centre for Cardiovascular Imaging, University Hospital, Frankfurt/Main, Germany
| | | | - John Oshinski
- Department of Radiology and Imaging Sciences, Emory University, 1365 Clifton Rd NE, Atlanta, GA, 30322, USA
| | | | - Riemer H J A Slart
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Vinod Thourani
- Department of Cardiac Surgery, MedStar Heart and Vascular Institute, Georgetown University, Washington, DC, USA
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Pang CL, Pilkington N, Wei Y, Peters J, Roobottom C, Hyde C. A methodology review on the incremental prognostic value of computed tomography biomarkers in addition to Framingham risk score in predicting cardiovascular disease: the use of association, discrimination and reclassification. BMC Cardiovasc Disord 2018; 18:39. [PMID: 29466951 PMCID: PMC5822603 DOI: 10.1186/s12872-018-0777-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 02/14/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Computed tomography (CT) biomarkers claim to improve cardiovascular risk stratification. This review focuses on significant differences in incremental measures between adequate and inadequate reporting practise. METHODS Studies included were those that used Framingham Risk Score as a baseline and described the incremental value of adding calcium score or CT coronary angiogram in predicting cardiovascular risk. Searches of MEDLINE, EMBASE, Web of Science and Cochrane Central were performed with no language restriction. RESULTS Thirty five studies consisting of 206,663 patients (men = 118,114, 55.1%) were included. The baseline Framingham Risk Score included the 1998, 2002 and 2008 iterations. Selective reporting, inconsistent reference groupings and thresholds were found. Twelve studies (34.3%) had major and 23 (65.7%) had minor alterations and the respective Δ AUC were significantly different (p = 0.015). When the baseline model performed well, the Δ AUC was relatively lower with the addition of a CT biomarker (Spearman coefficient = - 0.46, p < 0.0001; n = 33; 76 pairs of data). Other factors that influenced AUC performance included exploration of data analysis, calibration, validation, multivariable and AUC documentation (all p < 0.05). Most studies (68.7%) that reported categorical NRI (n = 16; 46 pairs of data) subjectively drew strong conclusions along with other poor reporting practices. However, no significant difference in values of NRI was found between adequate and inadequate reporting. CONCLUSIONS The widespread practice of poor reporting particularly association, discrimination, reclassification, calibration and validation undermines the claimed incremental value of CT biomarkers over the Framingham Risk Score alone. Inadequate reporting of discrimination inflates effect estimate, however, that is not necessarily the case for reclassification.
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Affiliation(s)
- Chun Lap Pang
- University of Plymouth, Plymouth University Peninsula Schools of Medicine and Dentistry, John Bull Building, Tamar Science Park, Research Way, Plymouth, PL6 8BU UK
- Plymouth Hospitals NHS Trust, Derriford Hospital, Imaging Department, Derriford Rd, Plymouth, PL6 8DH UK
- Primary Care Plymouth, Room N9, ITTC Building, Davy Road, Plymouth Science Park, Derriford, Plymouth, Devon PL6 8BX UK
| | - Nicola Pilkington
- Plymouth Hospitals NHS Trust, Derriford Hospital, Department of Anaesthetics, Derriford Rd, Plymouth, PL6 8DH UK
| | - Yinghui Wei
- University of Plymouth, School of Computing, Electronics and Mathematics, Plymouth, PL4 8AA UK
| | - Jaime Peters
- University of Exeter, South Cloisters, St Luke’s Campus, Exeter, EX1 2LU UK
| | - Carl Roobottom
- University of Plymouth, Plymouth University Peninsula Schools of Medicine and Dentistry, John Bull Building, Tamar Science Park, Research Way, Plymouth, PL6 8BU UK
- Plymouth Hospitals NHS Trust, Derriford Hospital, Imaging Department, Derriford Rd, Plymouth, PL6 8DH UK
| | - Chris Hyde
- University of Exeter, South Cloisters, St Luke’s Campus, Exeter, EX1 2LU UK
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Wen D, Nye K, Zhou B, Gilkeson RC, Gupta A, Ranim S, Couturier S, Wilson DL. Enhanced coronary calcium visualization and detection from dual energy chest x-rays with sliding organ registration. Comput Med Imaging Graph 2018; 64:12-21. [PMID: 29397274 DOI: 10.1016/j.compmedimag.2018.01.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 11/06/2017] [Accepted: 01/09/2018] [Indexed: 12/01/2022]
Abstract
We have developed a technique to image coronary calcium, an excellent biomarker for atherosclerotic disease, using low cost, low radiation dual energy (DE) chest radiography, with potential for widespread screening from an already ordered exam. Our dual energy coronary calcium (DECC) processing method included automatic heart silhouette segmentation, sliding organ registration and scatter removal to create a bone-image-like, coronary calcium image with significant reduction in motion artifacts and improved calcium conspicuity compared to standard, clinically available DE processing. Experiments with a physical dynamic cardiac phantom showed that DECC processing reduced 73% of misregistration error caused by cardiac motion over a wide range of heart rates and x-ray radiation exposures. Using the functional measurement test (FMT), we determined significant image quality improvement in clinical images with DECC processing (p < 0.0001), where DECC images were chosen best in 94% of human readings. Comparing DECC images to registered and projected CT calcium images, we found good correspondence between the size and location of calcification signals. In a very preliminary coronary calcium ROC study, we used CT Agatston calcium score >50 as the gold standard for an actual positive test result. AUC performance was significantly improved from 0.73 ± 0.14 with standard DE to 0.87 ± 0.10 with DECC (p = 0.0095) for this limited set of surgical patient data biased towards heavy calcifications. The proposed DECC processing shows good potential for coronary calcium detection in DE chest radiography, giving impetus for a larger clinical evaluation.
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Affiliation(s)
- Di Wen
- Case Western Reserve University, Department of Biomedical Engineering, 10900 Euclid Ave, Cleveland, OH, 44106, United States
| | - Katelyn Nye
- GE Healthcare, Waukesha, WI, 53188, United States
| | - Bo Zhou
- Case Western Reserve University, Department of Biomedical Engineering, 10900 Euclid Ave, Cleveland, OH, 44106, United States
| | - Robert C Gilkeson
- University Hospitals Cleveland Medical Center, Department of Radiology, 11100 Euclid Ave, Cleveland, OH, 44106, United States
| | - Amit Gupta
- University Hospitals Cleveland Medical Center, Department of Radiology, 11100 Euclid Ave, Cleveland, OH, 44106, United States
| | - Shiraz Ranim
- University Hospitals Cleveland Medical Center, Department of Radiology, 11100 Euclid Ave, Cleveland, OH, 44106, United States
| | - Spencer Couturier
- University Hospitals Cleveland Medical Center, Department of Radiology, 11100 Euclid Ave, Cleveland, OH, 44106, United States
| | - David L Wilson
- Case Western Reserve University, Department of Biomedical Engineering, 10900 Euclid Ave, Cleveland, OH, 44106, United States; University Hospitals Cleveland Medical Center, Department of Radiology, 11100 Euclid Ave, Cleveland, OH, 44106, United States.
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Vonder M, van der Aalst CM, Vliegenthart R, van Ooijen PMA, Kuijpers D, Gratama JW, de Koning HJ, Oudkerk M. Coronary Artery Calcium Imaging in the ROBINSCA Trial: Rationale, Design, and Technical Background. Acad Radiol 2018; 25:118-128. [PMID: 28843465 DOI: 10.1016/j.acra.2017.07.010] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Revised: 07/18/2017] [Accepted: 07/20/2017] [Indexed: 01/20/2023]
Abstract
RATIONALE AND OBJECTIVES To describe the rationale, design, and technical background of coronary artery calcium (CAC) imaging in the large-scale population-based cardiovascular disease screening trial (Risk Or Benefit IN Screening for CArdiovascular Diseases [ROBINSCA]). MATERIALS AND METHODS First, literature search was performed to review the logistics, setup, and settings of previously performed CAC imaging studies, and current clinical CAC imaging protocols of participating centers in the ROBINSCA trial were evaluated. A second literature search was performed to evaluate the impact of computed tomography parameter settings on CAC score. RESULTS Based on literature reviews and experts opinion an imaging protocol accompanied by data management protocol was created for ROBINSCA. The imaging protocol should consist of a fixed tube voltage, individually tailored tube current setting, mid-diastolic electrocardiography-triggering, fixed field-of-view, fixed reconstruction kernel, fixed slice thickness, overlapping reconstruction and without iterative reconstruction. The analysis of scans is performed with one type and version of CAC scoring software, by two dedicated and experienced researchers. The data management protocol describes the organization of data handling between the coordinating center, participating centers, and core analysis center. CONCLUSION In this paper we describe the rationale and technical considerations to be taken in developing CAC imaging protocol, and we present a detailed protocol that can be implemented for CAC screening purposes.
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Affiliation(s)
- Marleen Vonder
- University of Groningen, University Medical Center Groningen, Center for Medical Imaging North-East Netherlands (CMI-NEN), Groningen, The Netherlands
| | - Carlijn M van der Aalst
- Erasmus MC-University Medical Centre, Department of Public Health, Rotterdam, The Netherlands
| | - Rozemarijn Vliegenthart
- University of Groningen, University Medical Center Groningen, Center for Medical Imaging North-East Netherlands (CMI-NEN), Groningen, The Netherlands
| | - Peter M A van Ooijen
- University of Groningen, University Medical Center Groningen, Center for Medical Imaging North-East Netherlands (CMI-NEN), Groningen, The Netherlands; University of Groningen, University Medical Center Groningen, Department of Radiology, Groningen, The Netherlands
| | - Dirkjan Kuijpers
- University of Groningen, University Medical Center Groningen, Center for Medical Imaging North-East Netherlands (CMI-NEN), Groningen, The Netherlands; Department of Radiology, Haaglanden Medical Center Bronovo, The Hague, The Netherlands
| | - Jan Willem Gratama
- University of Groningen, University Medical Center Groningen, Center for Medical Imaging North-East Netherlands (CMI-NEN), Groningen, The Netherlands; Department of Radiology, Gelre Hospital, Apeldoorn, The Netherlands
| | - Harry J de Koning
- Erasmus MC-University Medical Centre, Department of Public Health, Rotterdam, The Netherlands
| | - Matthijs Oudkerk
- University of Groningen, University Medical Center Groningen, Center for Medical Imaging North-East Netherlands (CMI-NEN), Groningen, The Netherlands.
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Abstract
BACKGROUND AND AIMS There is strong evidence that fat accumulating in non-adipose sites, "ectopic fat", is associated with cardiovascular disease (CVD), including vascular calcification. Most previous studies of this association have assessed only a single ectopic fat depot. Therefore, our aim was to assess the association of total, regional, and ectopic fat with abdominal aorto-illiac calcification (AAC) and coronary artery calcification (CAC) in 798 African ancestry men. METHODS Participants (mean age 62) were from the Tobago Bone Health Study cohort. Adiposity was assessed via clinical examination, dual x-ray absorptiometry, and computed tomography (CT). Ectopic fat depots included: abdominal visceral adipose tissue (VAT), liver attenuation, and calf intermuscular adipose tissue (IMAT). Vascular calcification was assessed by CT and quantified as present versus absent. Associations were tested using multiple logistic regression adjusted for traditional cardiovascular risk factors. Models of ectopic fat were additionally adjusted for total body fat and standing height. RESULTS All adiposity measures, except VAT, were associated with AAC. Lower liver attenuation or greater calf IMAT was associated with 1.2-1.3-fold increased odds of AAC (p < 0.03 for both), though calf IMAT was a stronger predictor than liver attenuation (p < 0.001) when entered in a single model. No ectopic fat measure was associated with CAC. CONCLUSIONS Greater adiposity in the skeletal muscle and liver, but not in the visceral compartment, was associated with increased odds of AAC in African ancestry men. These results highlight the potential importance of both quantity and location of adiposity accumulation throughout the body.
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18
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Breuckmann F, Olligs J, Hinrichs L, Koopmann M, Lichtenberg M, Böse D, Fischer D, Eckardt L, Waltenberger J, Garvey JL. Coronary Artery Calcium as an Independent Surrogate Marker in the Risk Assessment of Patients With Atrial Fibrillation and an Intermediate Pretest Likelihood for Coronary Artery Disease Admitted to a German Chest Pain Unit. Clin Cardiol 2016; 39:157-64. [PMID: 27001202 DOI: 10.1002/clc.22506] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Revised: 11/18/2015] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND About 10% of patients admitted to a chest pain unit (CPU) exhibit atrial fibrillation (AF). HYPOTHESIS To determine whether calcium scores (CS) are superior over common risk scores for coronary artery disease (CAD) in patients presenting with atypical chest pain, newly diagnosed AF, and intermediate pretest probability for CAD within the CPU. METHODS In 73 subjects, CS was related to the following risk scores: Global Registry of Acute Coronary Events (GRACE) score, including a new model of a frequency-normalized approach; Thrombolysis In Myocardial Infarction score; European Society of Cardiology Systematic Coronary Risk Evaluation (SCORE); Framingham risk score; and Prospective Cardiovascular Münster Study score. Revascularization rates during index stay were assessed. RESULTS Median CS was 77 (interquartile range, 1-270), with higher values in men and the left anterior descending artery. Only the modified GRACE (ρ = 0.27; P = 0.02) and the SCORE (ρ = 0.39; P < 0.005) were significantly correlated with CS, whereas the GRACE (τ = 0.21; P = 0.04) and modified GRACE (τ = 0.23; P = 0.02) scores were significantly correlated with percentile groups. Only the CS significantly discriminated between those with and without stenosis (P < 0.01). CONCLUSIONS Apart from modified GRACE score, overall correlations between risk scores and calcium burden, as well as revascularization rates during index stay, were low. By contrast, the determination of CS may be used as an additional surrogate marker in risk stratification in AF patients with intermediate pretest likelihood for CAD admitted to a CPU.
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Affiliation(s)
- Frank Breuckmann
- Department of Cardiology, Arnsberg Medical Center, Arnsberg, Germany
| | - Jan Olligs
- Department of Cardiovascular Medicine, University of Münster, Münster, Germany
| | - Liane Hinrichs
- Department of Anesthesiology, Arnsberg Medical Center, Arnsberg, Germany
| | - Matthias Koopmann
- Department of Cardiovascular Medicine, University of Münster, Münster, Germany
| | | | - Dirk Böse
- Department of Cardiology, Arnsberg Medical Center, Arnsberg, Germany
| | - Dieter Fischer
- Department of Cardiovascular Medicine, University of Münster, Münster, Germany
| | - Lars Eckardt
- Department of Cardiovascular Medicine, University of Münster, Münster, Germany
| | | | - J Lee Garvey
- Department of Emergency Medicine, Carolinas Medical Center, Charlotte, North Carolina
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Impact of Advanced Modeled Iterative Reconstruction on Coronary Artery Calcium Quantification. Acad Radiol 2016; 23:1506-1512. [PMID: 27742177 DOI: 10.1016/j.acra.2016.08.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Revised: 07/27/2016] [Accepted: 08/02/2016] [Indexed: 12/17/2022]
Abstract
RATIONALE AND OBJECTIVES To evaluate the influence of advanced modeled iterative reconstruction (ADMIRE) on the coronary artery calcium (CAC) scores by computed tomography (CT). MATERIALS AND METHODS Sixty patients underwent CAC imaging with dual-source 192-slice CT. Agatston, volume and mass score were calculated from filtered back projection (FBP) and iterative reconstructions with different levels of ADMIRE. Friedman test and Wilcoxon rank sum test were used for multiple comparisons of CAC values and the difference ratio among different ADMIRE groups using FBP as reference. RESULTS The median Agatston score (range) using FBP was 115 (0.1-3047) and significantly decreased with incremental ADMIRE levels 1-5: 96 (0.1-2813), 91 (0-2764), 87 (0-2699), 80 (0-2590), 70 (0-2440); all P < 0.001. In comparison with FBP Agatston, volume and mass scores significantly decreased with increasing ADMIRE levels 1-5 (P < 0.001): from -12% to -39%, from -14% to -41%, and from -13% to -40%, respectively. In four patients with low calcium burden, the use of ADMIRE 2 or higher resulted in the disappearance of calcium that was detectable using FBP or ADMIRE 1. The decrease of CAC in high-level ADMIRE resulted in a reassignment to a lower Agatston risk group in 27%. CONCLUSIONS ADMIRE causes a substantial reduction of the CAC scores measured by cardiac CT, which leads to an underestimation of cardiovascular risk scores in some patients.
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Azour L, Kadoch MA, Ward TJ, Eber CD, Jacobi AH. Estimation of cardiovascular risk on routine chest CT: Ordinal coronary artery calcium scoring as an accurate predictor of Agatston score ranges. J Cardiovasc Comput Tomogr 2016; 11:8-15. [PMID: 27743881 DOI: 10.1016/j.jcct.2016.10.001] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 10/03/2016] [Indexed: 12/18/2022]
Abstract
BACKGROUND Coronary artery calcium (CAC) is often identified on routine chest computed tomography (CT). The purpose of our study was to evaluate whether ordinal scoring of CAC on non-gated, routine chest CT is an accurate predictor of Agatston score ranges in a community-based population, and in particular to determine the accuracy of an ordinal score of zero on routine chest CT. METHODS Two thoracic radiologists reviewed consecutive same-day ECG-gated and routine non-gated chest CT scans of 222 individuals. CAC was quantified using the Agatston scoring on the ECG-gated scans, and using an ordinal method on routine scans, with a score from 0 to 12. The pattern and distribution of CAC was assessed. The correlation between routine exam ordinal scores and Agatston scores in ECG-gated exams, as well as the accuracy of assigning a zero calcium score on routine chest CT was determined. RESULTS CAC was most prevalent in the left anterior descending coronary artery in both single and multi-vessel coronary artery disease. There was a strong correlation between the non-gated ordinal and ECG-gated Agatston scores (r = 0.811, p < 0.01). Excellent inter-reader agreement (k = 0.95) was shown for the presence (total ordinal score ≥1) or absence (total ordinal score = 0) of CAC on routine chest CT. The negative predictive value for a total ordinal score of zero on routine CT was 91.6% (95% CI, 85.1-95.9). Total ordinal scores of 0, 1-3, 4-5, and ≥6 corresponded to average Agatston scores of 0.52 (0.3-0.8), 98.7 (78.2-117.1), 350.6 (264.9-436.3) and 1925.4 (1526.9-2323.9). CONCLUSION Visual assessment of CAC on non-gated routine chest CT accurately predicts Agatston score ranges, including the zero score, in ECG-gated CT. Inclusion of this information in radiology reports may be useful to convey important information on cardiovascular risk, particularly premature atherosclerosis in younger patients.
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Affiliation(s)
- Lea Azour
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States; The Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States.
| | - Michael A Kadoch
- Department of Radiology, University of California Davis, Sacramento, CA 95817, United States
| | - Thomas J Ward
- Radiology Specialists of Florida, Maitland, FL 32751, United States
| | - Corey D Eber
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Adam H Jacobi
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States; The Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
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Nafakhi H, Al-Mosawi AA, Al-Nafakh HA. Influence of the age on the correlation of obesity measures with coronary atherosclerotic markers. Egypt Heart J 2016. [DOI: 10.1016/j.ehj.2015.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Postmortem-computed tomography and postmortem-computed tomography-angiography: a focused update. Radiol Med 2015; 120:810-23. [PMID: 26088469 DOI: 10.1007/s11547-015-0559-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Accepted: 06/08/2015] [Indexed: 01/20/2023]
Abstract
The use of multidetector CT (MDCT) represents a reality routinely used in several forensic institutes, for the numerous advantages that this diagnostic tool can provide; costs are becoming increasingly lower; data acquisition is always faster and once acquired may be revalued at any time. However, there are also some diagnostic limitations, for example, the visualization of the vascular system or a limited soft tissue contrast. In order to overcome these limitations, in recent years, contrast medium has been introduced in postmortem cases, with the development of several techniques of PMCT angiography (PMCTA) and standardized protocols to make them easily reproducible. The aim of this review is to highlight the advantages and pitfalls of PMCT and PMCTA in forensic investigation, taking into consideration the broad spectrum of applications both for natural and unnatural deaths and the numerous methods currently used. Secondly, in the light of the considerable progress in this field and the attempt to develop standardized protocols of PMCTA, the authors aim to evaluate the diagnostic value of PMCTA in comparison both to PMCT and conventional autopsy.
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Qanadli SD, Jouannic AM, Dehmeshki J, Lu TL. CT attenuation values of blood and myocardium: rationale for accurate coronary artery calcifications detection with multi-detector CT. PLoS One 2015; 10:e0124175. [PMID: 25875629 PMCID: PMC4397043 DOI: 10.1371/journal.pone.0124175] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Accepted: 03/13/2015] [Indexed: 11/24/2022] Open
Abstract
Objectives To determine inter-session and intra/inter-individual variations of the attenuations of aortic blood/myocardium with MDCT in the context of calcium scoring. To evaluate whether these variations are dependent on patients’ characteristics. Methods Fifty-four volunteers were evaluated with calcium scoring non-enhanced CT. We measured attenuations (inter-individual variation) and standard deviations (SD, intra-individual variation) of the blood in the ascending aorta and of the myocardium of left ventricle. Every volunteer was examined twice to study the inter-session variation. The fat pad thickness at the sternum and noise (SD of air) were measured too. These values were correlated with the measured aortic/ventricular attenuations and their SDs (Pearson). Historically fixed thresholds (90 and 130 HU) were tested against different models based on attenuations of blood/ventricle. Results The mean attenuation was 46HU (range, 17-84HU) with mean SD 23HU for the blood, and 39HU (10-82HU) with mean SD 18 HU for the myocardium. The attenuation/SD of the blood were significantly higher than those of the myocardium (p<0.01). The inter-session variation was not significant. There was a poor correlation between SD of aortic blood/ventricle with fat thickness/noise. Based on existing models, 90 HU threshold offers a confidence interval of approximately 95% and 130 HU more than 99%. Conclusions Historical thresholds offer high confidence intervals for exclusion of aortic blood/myocardium and by the way for detecting calcifications. Nevertheless, considering the large variations of blood/myocardium CT values and the influence of patient’s characteristics, a better approach might be an adaptive threshold.
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Affiliation(s)
- Salah D. Qanadli
- Department of Radiology, University Hospital of Lausanne, Rue du Bugnon 46, 1011 Lausanne, Switzerland
- Quantitative Medical Imaging International Institute, Digital Imaging Research center, Faculty of Computing, Information Systems and Mathematics, University of Kingston, London, United Kingdom
- * E-mail:
| | - Anne-Marie Jouannic
- Department of Radiology, University Hospital of Lausanne, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - Jamshid Dehmeshki
- Quantitative Medical Imaging International Institute, Digital Imaging Research center, Faculty of Computing, Information Systems and Mathematics, University of Kingston, London, United Kingdom
| | - Tri-Linh Lu
- Department of Radiology, University Hospital of Lausanne, Rue du Bugnon 46, 1011 Lausanne, Switzerland
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Alluri K, Joshi PH, Henry TS, Blumenthal RS, Nasir K, Blaha MJ. Scoring of coronary artery calcium scans: history, assumptions, current limitations, and future directions. Atherosclerosis 2015; 239:109-17. [PMID: 25585030 DOI: 10.1016/j.atherosclerosis.2014.12.040] [Citation(s) in RCA: 103] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2014] [Revised: 12/17/2014] [Accepted: 12/18/2014] [Indexed: 01/07/2023]
Abstract
Coronary artery calcium (CAC) scanning is a reliable, noninvasive technique for estimating overall coronary plaque burden and for identifying risk for future cardiac events. Arthur Agatston and Warren Janowitz published the first technique for scoring CAC scans in 1990. Given the lack of available data correlating CAC with burden of coronary atherosclerosis at that time, their scoring algorithm was remarkable, but somewhat arbitrary. Since then, a few other scoring techniques have been proposed for the measurement of CAC including the Volume score and Mass score. Yet despite new data, little in this field has changed in the last 15 years. The main focus of our paper is to review the implications of the current approach to scoring CAC scans in terms of correlation with the central disease - coronary atherosclerosis. We first discuss the methodology of each available scoring system, describing how each of these scores make important indirect assumptions in the way they account (or do not account) for calcium density, location of calcium, spatial distribution of calcium, and microcalcification/emerging calcium that might limit their predictive power. These assumptions require further study in well-designed, large event-driven studies. In general, all of these scores are adequate and are highly correlated with each other. Despite its age, the Agatston score remains the most extensively studied and widely accepted technique in both the clinical and research settings. After discussing CAC scoring in the era of contrast enhanced coronary CT angiography, we discuss suggested potential modifications to current CAC scanning protocols with respect to tube voltage, tube current, and slice thickness which may further improve the value of CAC scoring. We close with a focused discussion of the most important future directions in the field of CAC scoring.
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Affiliation(s)
- Krishna Alluri
- Department of Internal Medicine, UPMC Mckeesport Hospital, Mckeesport, PA, USA; The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
| | - Parag H Joshi
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
| | - Travis S Henry
- Department of Radiology, Emory University School of Medicine, Atlanta, GA, USA
| | - Roger S Blumenthal
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
| | - Khurram Nasir
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA; Center for Prevention and Wellness Research, Baptist Health Medical Group, Miami Beach, FL, USA
| | - Michael J Blaha
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA.
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Palacio D, Betancourt S, Gladish GW. Screening for coronary heart disease in asymptomatic patients using multidetector computed tomography: calcium scoring and coronary computed tomography angiography. Semin Roentgenol 2014; 50:111-7. [PMID: 25770341 DOI: 10.1053/j.ro.2014.10.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Diana Palacio
- Department of Radiology, University of Arizona, College of Medicine, Tucson, AZ.
| | - Sonia Betancourt
- Department of Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Gregory W Gladish
- Department of Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Correction of lumen contrast-enhancement influence on non-calcified coronary atherosclerotic plaque quantification on CT. Int J Cardiovasc Imaging 2014; 31:429-36. [DOI: 10.1007/s10554-014-0554-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 10/12/2014] [Indexed: 10/24/2022]
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Bacha F, Edmundowicz D, Sutton-Tyrell K, Lee S, Tfayli H, Arslanian SA. Coronary artery calcification in obese youth: what are the phenotypic and metabolic determinants? Diabetes Care 2014; 37:2632-9. [PMID: 25147256 PMCID: PMC4392940 DOI: 10.2337/dc14-0193] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Obesity in adolescence has been associated with increased risk for coronary heart disease in adulthood. This study evaluated subclinical atherosclerosis in obese youth and the underlying risk factors. RESEARCH DESIGN AND METHODS Ninety obese adolescents (37 normal glucose tolerant, 27 prediabetes, and 26 type 2 diabetes) underwent evaluation of coronary artery calcifications (CACs) by electron beam computed tomography, aortic pulse wave velocity (PWV), carotid intima-media thickness (IMT), lipids, leptin, inflammatory markers, and body composition (DEXA). A total of 68 underwent evaluation of insulin sensitivity (IS) (hyperinsulinemic-euglycemic clamp) and abdominal adiposity (computed tomography). RESULTS A total of 50% had CACs (CAC+: Agatston CAC score ≥1). CAC+ youth had higher BMI, fat mass, and abdominal fat, with no difference in sex, race, IS per fat-free mass (ISFFM), glucose tolerance, PWV, or IMT compared with the CAC- group. PWV was inversely related to IS. In multiple regression analyses with age, race, sex, HbA1c, BMI (or waist circumference), ISFFM, diastolic blood pressure, non-HDL cholesterol, and leptin as independent variables, BMI (or waist) (R(2) = 0.41; P = 0.001) was the significant determinant of CAC; leptin (R(2) = 0.37; P = 0.034) for PWV; and HbA1c, race, and age (R(2) = 0.34; P = 0.02) for IMT. CONCLUSIONS Early in the course of obesity, there is evidence of CAC independent of glycemia. The different biomarkers of subclinical atherosclerosis appear to be differentially modulated, adiposity being the major determinant of CAC, hyperglycemia, age, and race for IMT, and leptin and IS for arterial stiffness. These findings highlight the increased cardiovascular disease risk in obese youth and the need for early interventions to reverse obesity and atherosclerosis.
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Affiliation(s)
- Fida Bacha
- Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX
| | - Daniel Edmundowicz
- Department of Medicine, Section of Cardiology, Temple University, Philadelphia, PA
| | | | - SoJung Lee
- Weight Management and Wellness Center, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA
| | - Hala Tfayli
- Department of Pediatrics, American University of Beirut, Beirut, Lebanon
| | - Silva A Arslanian
- Weight Management and Wellness Center, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA
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Schaap J, de Groot JAH, Nieman K, Meijboom WB, Boekholdt SM, Kauling RM, Post MC, Van der Heyden JA, de Kroon TL, Rensing BJWM, Moons KGM, Verzijlbergen JF. Added value of hybrid myocardial perfusion SPECT and CT coronary angiography in the diagnosis of coronary artery disease. Eur Heart J Cardiovasc Imaging 2014; 15:1281-8. [DOI: 10.1093/ehjci/jeu135] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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Descalzo M, Vidal-Pérez R, Leta R, Alomar X, Pons-Lladó G, Carreras F. Usefulness of coronary artery calcium for detecting significant coronary artery disease in asymptomatic individuals. Rev Clin Esp 2014. [DOI: 10.1016/j.rceng.2014.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Usefulness of coronary artery calcium for detecting significant coronary artery disease in asymptomatic individuals. Rev Clin Esp 2014; 214:235-41. [PMID: 24555968 DOI: 10.1016/j.rce.2014.01.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Revised: 12/21/2013] [Accepted: 01/10/2014] [Indexed: 01/07/2023]
Abstract
OBJECTIVES To confirm the value of the coronary artery calcium (CAC) score as an indicator of significant coronary artery disease (CAD) in the asymptomatic Spanish population, using noninvasive coronary angiography by multidetector computed tomography (MDCT). METHODS This was a retrospective study of 232 asymptomatic individuals, referred for a cardiovascular health checkup that included CAC and MDCT. RESULTS Participants' mean age was 54.6 years (SD ± 12.8); 73.3% of them were men. The mean CAC value was 117.8 (SD ± 277). The individuals with arterial hypertension, diabetes mellitus, smoking and 3 or more risk factors had significantly greater CAC scores. Some 16.4% of the participants were in the ≥75 percentile population for CAC. The MDCT identified 148 individuals (63.8%) with CAD; the coronary lesions were not significant in 116 individuals (50%) and were significant (>50% stenosis) in 32 (13.8%). The participants with diabetes, smoking and ≥3 risk vascular factors had a greater prevalence of significant stenosis. The individuals with >50% stenosis had higher CAC values (352.5 vs. 1; P<.0001), and those in the ≥75 percentile had a high percentage of significant lesions (57.9% vs. 5.2%; P<.0001). The predictors of significant CAD were a CAC score >300 (OR=10.9; 95% CI 3.35-35.8; P=.0001), belonging to the ≥75 percentile (OR=5.65; 95% CI 1.78-17.93; P=.03) and having 3 or more vascular risk factors (OR=4.19; 95% CI 1.44-12.14; P=.008). CONCLUSION CAC quantification is an effective method for determining the extent and magnitude of CAD and delimiting the predictive capacity of traditional risk factors.
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Aslam A, Khokhar US, Chaudhry A, Abramowicz A, Rajper N, Cortegiano M, Poon M, Voros S. Assessment of isotropic calcium using 0.5-mm reconstructions from 320-row CT data sets identifies more patients with non-zero Agatston score and more subclinical atherosclerosis than standard 3.0-mm coronary artery calcium scan and CT angiography. J Cardiovasc Comput Tomogr 2014; 8:58-66. [DOI: 10.1016/j.jcct.2013.12.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2013] [Revised: 12/03/2013] [Accepted: 12/16/2013] [Indexed: 10/25/2022]
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den Dekker MAM, Zwiers M, van den Heuvel ER, de Vos LC, Smit AJ, Zeebregts CJ, Oudkerk M, Vliegenthart R, Lefrandt JD, Mulder DJ. Skin autofluorescence, a non-invasive marker for AGE accumulation, is associated with the degree of atherosclerosis. PLoS One 2013; 8:e83084. [PMID: 24376641 PMCID: PMC3871581 DOI: 10.1371/journal.pone.0083084] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2013] [Accepted: 10/25/2013] [Indexed: 12/17/2022] Open
Abstract
Introduction Advanced glycation endproducts (AGEs) may be involved in the development of atherosclerosis, beyond diabetes and renal disease. Skin autofluorescence (AF) is a non-invasive marker for AGEs. We examined whether skin AF is increased in (subclinical) atherosclerosis and associated with the degree of atherosclerosis independent of diabetes and renal function. Methods A cross-sectional study of 223 patients referred for primary (n = 163) or secondary (n = 60) prevention between 2006 and 2012 was performed. Skin AF was measured using the AGE-Reader. Ultrasonography was used to assess plaques in carotid and femoral arteries and computed tomography for the calculation of the coronary artery calcium score (CACS; in primary prevention only). Primary prevention patients were divided into a group with subclinical atherosclerosis defined as >1 plaque or CACS>100 (n = 67; age 53 year [interquartile range 48–56]; 49% male) and without (controls; 96; 43 [38–51]; 55%). Secondary prevention were patients with peripheral arterial disease (60; 64 [58–70]; 73%). Results Skin AF was higher in subclinical and clinical atherosclerosis compared with controls (skin AF 2.11 [interquartile range 1.83–2.46] and 2.71 [2.15–3.27] vs. 1.87 [1.68–2.12] respectively; P = 0.005 and <0.001). In a multivariate analysis, the association of skin AF with the atherosclerosis categories was independent of age, sex, diabetes, presence of the metabolic syndrome, Framingham Risk Score, and renal function. Skin AF correlated with most cardiovascular risk factors, Framingham risk score, and IMT and CACS. Conclusions Skin AF is increased in documented subclinical and clinical atherosclerosis, independent of known risk factors such as diabetes and renal disease. These data suggest that AGEs may be associated with the burden of atherosclerosis and warrant a prospective study to investigate its clinical usability as a risk assessment tool for primary prevention.
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Affiliation(s)
- Martijn A. M. den Dekker
- Center for Medical Imaging – North East Netherlands, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Radiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Marjan Zwiers
- Department of Internal Medicine, Division of Vascular Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Edwin R. van den Heuvel
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Lisanne C. de Vos
- Department of Internal Medicine, Division of Vascular Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Andries J. Smit
- Department of Internal Medicine, Division of Vascular Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Clark J. Zeebregts
- Department of Surgery, Division of Vascular Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Matthijs Oudkerk
- Center for Medical Imaging – North East Netherlands, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Rozemarijn Vliegenthart
- Center for Medical Imaging – North East Netherlands, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Radiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Joop D. Lefrandt
- Department of Internal Medicine, Division of Vascular Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Douwe J. Mulder
- Department of Internal Medicine, Division of Vascular Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- * E-mail:
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Prospective analysis of coronary calcium in patients on dialysis undergoing a near-total parathyroidectomy. Surgery 2013; 154:1315-21; discussion 1321-2. [DOI: 10.1016/j.surg.2013.06.030] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2013] [Accepted: 06/25/2013] [Indexed: 11/19/2022]
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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: 1.5] [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.
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Groen J, Kofoed K, Zacho M, Vliegenthart R, Willems T, Greuter M. Calcium score of small coronary calcifications on multidetector computed tomography: Results from a static phantom study. Eur J Radiol 2013; 82:e58-63. [DOI: 10.1016/j.ejrad.2012.09.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2012] [Revised: 09/24/2012] [Accepted: 09/30/2012] [Indexed: 01/15/2023]
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A head-to-head comparison of the coronary calcium score by computed tomography with myocardial perfusion imaging in predicting coronary artery disease. J Geriatr Cardiol 2013; 9:349-54. [PMID: 23341839 PMCID: PMC3545251 DOI: 10.3724/sp.j.1263.2012.06291] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2012] [Revised: 10/24/2012] [Accepted: 11/02/2012] [Indexed: 12/16/2022] Open
Abstract
Objectives The coronary artery calcium (CAC) score has been shown to predict future cardiac events. However the extent to which the added value of a CAC score to the diagnostic performance of myocardial perfusion imaging (MPI) by single photon emission computed tomography (SPECT) is unclear. The purpose of this study is to investigate the correlation between CAC score and SPECT in patients with suspected coronary artery disease. Methods A retrospective review of the CAC scores by use of the Agatston calcium scoring method and cardiac SPECT diagnostic reports was conducted in 48 patients, who underwent both coronary computed tomography (CT) and SPECT examinations due to suspected coronary artery disease. A Pearson correlation test was used to determine the relation between CAC scores and MPI-SPECT assessments with regard to the evaluation of the extent of disease. Results Forty-seven percent of the patients had CAC scores more than 100, while 42% of these patients demonstrated abnormal, or probably abnormal, MPI-SPECT. Of the 23% of patients with a zero CAC score, only 7% had normal MPI-SPECT findings. No significant correlation was found between the CAC scores and MPI-SPECT assessments (r value ranged from 0.012 to 0.080), regardless of the degree of coronary calcification. Conclusions There is a lack of correlation between the CAC scores and the MPI-SPECT findings in the assessment of the extent of coronary artery disease. CAC scores and MPI-SPECT should be considered complementary approaches in the evaluation of patients with suspected coronary artery disease.
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Kristanto W, van Ooijen PMA, Greuter MJW, Groen JM, Vliegenthart R, Oudkerk M. Non-calcified coronary atherosclerotic plaque visualization on CT: effects of contrast-enhancement and lipid-content fractions. Int J Cardiovasc Imaging 2013; 29:1137-48. [DOI: 10.1007/s10554-012-0176-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2012] [Accepted: 12/21/2012] [Indexed: 11/25/2022]
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Vessel specific coronary artery calcium scoring: an automatic system. Acad Radiol 2013; 20:1-9. [PMID: 22981481 DOI: 10.1016/j.acra.2012.07.018] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2012] [Revised: 07/12/2012] [Accepted: 07/25/2012] [Indexed: 01/07/2023]
Abstract
RATIONALE AND OBJECTIVES The aim of this study was to automatically detect and quantify calcium lesions for the whole heart as well as per coronary artery on non-contrast-enhanced cardiac computed tomographic images. MATERIALS AND METHODS Imaging data from 366 patients were randomly selected from patients who underwent computed tomographic calcium scoring assessments between July 2004 and May 2009 at Erasmum MC, Rotterdam. These data included data sets with 1.5-mm and 3.0-mm slice spacing reconstructions and were acquired using four different scanners. The scores of manual observers, who annotated the data using commercially available software, served as ground truth. An automatic method for detecting and quantifying calcifications for each of the four main coronary arteries and the whole heart was trained on 209 data sets and tested on 157 data sets. Statistical testing included determining Pearson's correlation coefficients and Bland-Altman analysis to compare performance between the system and ground truth. Wilcoxon's signed-rank test was used to compare the interobserver variability to the system's performance. RESULTS Automatic detection of calcified objects was achieved with sensitivity of 81.2% per calcified object in the 1.5-mm data set and sensitivity of 86.6% per calcified object in the 3.0-mm data set. The system made an average of 2.5 errors per patient in the 1.5-mm data set and 2.2 errors in the 3.0-mm data set. Pearson's correlation coefficients of 0.97 (P < .001) for both 1.5-mm and 3.0-mm scans with respect to the calcium volume score of the whole heart were found. The average R values over Agatston, mass, and volume scores for each of the arteries (left circumflex coronary artery, right coronary artery, and left main and left anterior descending coronary arteries) were 0.93, 0.96, and 0.99, respectively, for the 1.5-mm scans. Similarly, for 3.0-mm scans, R values were 0.94, 0.94, and 0.99, respectively. Risk category assignment was correct in 95% and 89% of the data sets in the 1.5-mm and 3-mm scans. CONCLUSIONS An automatic vessel-specific coronary artery calcium scoring system was developed, and its feasibility for calcium scoring in individual vessels and risk category classification has been demonstrated.
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Coronary artery calcium scoring: Influence of adaptive statistical iterative reconstruction using 64-MDCT. Int J Cardiol 2012; 167:2932-7. [PMID: 22959869 DOI: 10.1016/j.ijcard.2012.08.003] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2012] [Revised: 07/23/2012] [Accepted: 08/14/2012] [Indexed: 01/07/2023]
Abstract
OBJECTIVE Assessment of coronary artery calcification is increasingly used for cardiovascular risk stratification. We evaluated the reliability of calcium-scoring results using a novel iterative reconstruction algorithm (ASIR) on a high-definition 64-slice CT scanner, as such data is lacking. METHODS AND RESULTS In 50 consecutive patients Agatston scores, calcium mass and volume score were assessed. Comparisons were performed between groups using filtered back projection (FBP) and 20-100% ASIR algorithms. Calcium score was measured in the coronary arteries, signal and noise were measured in the aortic root and left ventricle. In comparison with FBP, use of 20%, 40%, 60%, 80%, and 100% ASIR resulted in reduced image noise between groups (7.7%, 18.8%, 27.9%, 39.86%, and 48.56%, respectively; p<0.001) without difference in signal (p=0.60). With ASIR algorithms Agatston coronary calcium scoring significantly decreased compared with FBP algorithms (837.3 ± 130.3; 802.2 ± 124.9, 771.5 ± 120.7; 744.7 ± 116.8, 724.5 ± 114.2, and 709.2 ± 112.3 for 0%, 20%, 40%, 60%, 80%, and 100% ASIR, respectively, p<0.001). Volumetric score decreased in a similar manner (p<0.001) while calcium mass remained unchanged. Mean effective radiation dose was 0.81 ± 0.08 mSv. CONCLUSION ASIR results in image noise reduction. However, ASIR image reconstruction techniques for HDCT scans decrease Agatston coronary calcium scores. Thus, one needs to be aware of significant changes of the scoring results caused by different reconstruction methods.
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Multislice computed tomography angiography in the diagnosis of coronary artery disease. J Geriatr Cardiol 2012; 8:104-13. [PMID: 22783294 PMCID: PMC3390077 DOI: 10.3724/sp.j.1263.2011.00104] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Revised: 06/07/2011] [Accepted: 06/14/2011] [Indexed: 12/20/2022] Open
Abstract
Multislice CT angiography represents one of the most exciting technological revolutions in cardiac imaging and it has been increasingly used in the diagnosis of coronary artery disease. Rapid improvements in multislice CT scanners over the last decade have allowed this technique to become a potentially effective alternative to invasive coronary angiography in patients with suspected coronary artery disease. High diagnostic value has been achieved with multislice CT angiography with use of 64- and more slice CT scanners. In addition, multislice CT angiography shows accurate detection and analysis of coronary calcium, characterization of coronary plaques, as well as prediction of the disease progression and major cardiac events. Thus, patients can benefit from multislice CT angiography that provides a rapid and accurate diagnosis while avoiding unnecessary invasive coronary angiography procedures. The aim of this article is present an overview of the clinical applications of multislice CT angiography in coronary artery disease with a focus on the diagnostic accuracy of coronary artery disease; prognostic value of coronary artery disease with regard to the prediction of major cardiac events; detection and quantification of coronary calcium and characterization of coronary plaques. Limitations of multislice CT angiography in coronary artery disease are also briefly discussed, and future directions are highlighted.
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den Dekker MAM, de Smet K, de Bock GH, Tio RA, Oudkerk M, Vliegenthart R. Diagnostic performance of coronary CT angiography for stenosis detection according to calcium score: systematic review and meta-analysis. Eur Radiol 2012; 22:2688-98. [PMID: 22797978 DOI: 10.1007/s00330-012-2551-x] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2012] [Revised: 05/15/2012] [Accepted: 05/17/2012] [Indexed: 11/29/2022]
Affiliation(s)
- Martijn A M den Dekker
- Center for Medical Imaging - North East Netherlands, Department of Radiology, University of Groningen/University Medical Center Groningen, Hanzeplein 1, P.O. Box 30001, 9700 RB, Groningen, The Netherlands
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Lacalzada J, de la Rosa A, Jiménez JJ, Juárez R, Barragán A, Blanco G, Iribarren JL, Bonilla JA, Laynez I. Prognostic value of echocardiographic-derived calcium index in coronary artery disease diagnosed by 64-multidetector computed tomography. Echocardiography 2012; 29:1120-7. [PMID: 22672409 DOI: 10.1111/j.1540-8175.2012.01755.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
PURPOSE To determine whether echocardiographic calcium index (ECI) calculated using transthoracic echocardiography (TTE) predicts coronary ischemic events. We also wished to determine coronary artery calcium score (CACS), the presence of obstructive coronary artery disease (CAD) and plaque composition, all of which were assessed by multidetector computed tomography (MDCT). METHODS We carried out a prospective cohort study of 82 consecutive outpatients with chest pain and low-moderate risk of CAD, referred for noninvasive coronariography by MDCT. ECI was blindly assessed by TTE and correlated with subsequent cardiovascular events during a follow up period of 36 months. RESULTS ECI values of ≥7 had a sensitivity of 77.3%, a specificity of 90%, positive predictive value of 73.9%, and negative predictive value of 91.5% with respect to future coronary ischemic events. In addition, patients with ECI ≥ 7 showed a greater presence of severe calcified and obstructive CAD and a linear increase of obstructed vessels and mixed and calcified plaques, with a linear trend according to ECI values. CONCLUSION ECI values of ≥7 determine poor CAD prognosis in relation to ischemic events. Furthermore, ECI ≥ 7 may serve as a marker of content of coronary artery calcium, intraluminal obstruction, and plaque composition. Therefore, ECI seems to provide prognostic information as well as information about the characteristics of the plaque of atheroma.
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Affiliation(s)
- Juan Lacalzada
- Department of Cardiology, Hospital Universitario de Canarias, La Laguna, Tenerife, Spain.
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Mafi JN, Fei B, Roble S, Dota A, Katrapati P, Bezerra HG, Wang H, Wang W, Ciancibello L, Costa M, Simon DI, Orringer CE, Gilkeson RC. Assessment of coronary artery calcium using dual-energy subtraction digital radiography. J Digit Imaging 2012; 25:129-36. [PMID: 21557030 DOI: 10.1007/s10278-011-9385-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Cardiovascular disease is the leading cause of global mortality, yet its early detection remains a vexing problem of modern medicine. Although the computed tomography (CT) calcium score predicts cardiovascular risk, relatively high cost ($250-400) and radiation dose (1-3 mSv) limit its universal utility as a screening tool. Dual-energy digital subtraction radiography (DE; <$60, 0.07 mSv) enables detection of calcified structures with high sensitivity. In this pilot study, we examined DE radiography's ability to quantify coronary artery calcification (CAC). We identified 25 patients who underwent non-contrast CT and DE chest imaging performed within 12 months using documented CAC as the major inclusion criteria. A DE calcium score was developed based on pixel intensity multiplied by the area of the calcified plaque. DE scores were plotted against CT scores. Subsequently, a validation cohort of 14 additional patients was independently evaluated to confirm the accuracy and precision of CAC quantification, yielding a total of 39 subjects. Among all subjects (n = 39), the DE score demonstrated a correlation coefficient of 0.87 (p < 0.0001) when compared with the CT score. For the 13 patients with CT scores of <400, the correlation coefficient was -0.26. For the 26 patients with CT scores of ≥400, the correlation coefficient yielded 0.86. This pilot study demonstrates the feasibility of DE radiography to identify patients at the highest cardiovascular risk. DE radiography's accuracy at lower scores remains unclear. Further evaluation of DE radiography as an inexpensive and low-radiation imaging tool to diagnose cardiovascular disease appears warranted.
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Affiliation(s)
- John N Mafi
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
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Michaud K, Grabherr S, Doenz F, Mangin P. Evaluation of postmortem MDCT and MDCT-angiography for the investigation of sudden cardiac death related to atherosclerotic coronary artery disease. Int J Cardiovasc Imaging 2012; 28:1807-22. [PMID: 22238022 DOI: 10.1007/s10554-012-0012-x] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2011] [Accepted: 01/02/2012] [Indexed: 12/22/2022]
Abstract
The goal of this study was to evaluate the diagnostic value of postmortem multi-computed tomography (MDCT) and MDCT-angiography for sudden cardiac deaths related to ischemic heart disease. Twenty three cases were selected based on clinical history and the results of native MDCT, multiphase post-mortem CT-angiography and conventional autopsy were compared. Radiological examination showed calcification of coronary arteries in 78% of the cases, most of which were not detailed at autopsy. MDCT-angiography allowed better visualization of the coronary arteries than MDCT and permitted the evaluation of stenoses and occlusions. Of the 14 cases of coronary thrombosis detected at conventional autopsy, 11 were visible as stop of perfusion with CT-angiography and three were found to be partly perfused. One case had an old thrombosis with collateral circulation. One case had a coronary artery postmortem clot found with MDCT-angiography. Coronary artery calcifications are more easily detected and documented with radiological examination than with conventional autopsy. MDCT is of limited diagnostic value for ischemic heart disease. MDCT-angiography, when correctly interpreted, is a reasonable tool to view the morphology of coronary arteries, rule out significant coronary artery stenoses, identify occlusions and direct sampling for histological examination.
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Affiliation(s)
- Katarzyna Michaud
- University Center of Legal Medicine Lausanne-Geneva, Lausanne, Switzerland.
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Shaw LJ. The challenge of imaging-guided therapeutic management. J Nucl Cardiol 2011; 18:995-6. [PMID: 21826580 DOI: 10.1007/s12350-011-9440-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2011] [Accepted: 07/22/2011] [Indexed: 11/28/2022]
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Chen CC, Chen CC, Hsieh IC, Liu YC, Liu CY, Chan T, Wen MS, Wan YL. The effect of calcium score on the diagnostic accuracy of coronary computed tomography angiography. Int J Cardiovasc Imaging 2011; 27 Suppl 1:37-42. [PMID: 21993896 DOI: 10.1007/s10554-011-9955-6] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2011] [Accepted: 10/03/2011] [Indexed: 01/10/2023]
Abstract
The influence of coronary calcification on the diagnostic performance of coronary computed tomography angiography (CTA) remains controversial. This study attempts to assess the effect of coronary calcium score (CS) on the diagnostic accuracy of detecting coronary artery disease (CAD) using 64-row multidetector computed tomography (MDCT). Over a period of 2 years and 9 months, 113 symptomatic patients (37-87 year-old, mean 62.3, 92 males) underwent 64-row MDCT for coronary CS and CTA. All had conventional coronary angiography (CCA) within 90 (mean 9.6) days. Coronary CTA was evaluated with CCA as the gold standard. Of 113 patients, 18 patients had a CS of 0, 18 had scores between 1 and 100, 27 between 101 and 400, and 50 had scores >400. With respect to patient-based analysis, the accuracy of CTA was 90.3%, the sensitivity was 95%, and the specificity was 78.8%. Regarding patients with CS > 400, the accuracy, sensitivity, and specificity were 92, 95.6, and 60%, respectively. On vessel-based analysis, the specificity of CTA in different vessels with CS < [double bond] 400 and CS > 400 was as follows: right coronary artery 87.1% versus 87.5% (P = 0.924); left main artery 94.8% versus 66.7% (P = 0.173); left anterior descending artery 77.1% versus 27.3% (P = 0.001); and left circumflex artery 83.3% versus 42.8% (P = 0.011). A high CS does not significantly affect the diagnostic accuracy and sensitivity of CTA; however, it significantly decreases the specificity, particularly the left anterior descending and left circumflex arteries.
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Affiliation(s)
- Chien-Cheng Chen
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Chang Gung University, 5 Fusing Rd, Gueishan Township, Taoyuan County 333, Taiwan
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Economic analysis of the use of coronary calcium scoring as an alternative to stress ECG in the non-invasive diagnosis of coronary artery disease. Eur Radiol 2011; 22:579-87. [PMID: 21993982 DOI: 10.1007/s00330-011-2304-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2011] [Revised: 09/26/2011] [Accepted: 09/27/2011] [Indexed: 10/16/2022]
Abstract
OBJECTIVE To conduct an economic analysis (EA) of coronary calcium scoring (CCS) using a 0 score, as alternative to stress electrocardiography (sECG) in diagnosing coronary artery disease (CAD). METHOD A decision tree was constructed to compare four strategies for investigation of suspected CAD previously assessed in the formulation of clinical guidelines for the United Kingdom (UK) to two new strategies incorporating CCS. Sensitivity (96%; 95% CI 95.4-96.4%) and specificity (40%; 95% CI 38.7-41.4%) values for CCS were derived from a meta-analysis of 10,760 patients. Other input variables were obtained from a previous EA and average prices for hospital procedures in the UK. A threshold of £30,000/Quality-adjusted Life Year (QALY) was considered cost-effective. RESULTS Using net monetary benefit calculations, CCS-based strategies were found to be cost-effective compared to sECG equivalents at all assessed prevalence of CAD. Using CCS prior to myocardial perfusion scintigraphy (MPS) and catheter angiography (CA) was found to be cost-effective at pre-test probabilities (PTP) below 30%. CONCLUSIONS Adoption of CCS as an alternative to sECG in investigating suspected stable angina in low PTP population (<30%) would be cost-effective. In patients with PTP of CAD >30%, proceeding to MPS or CA would be more cost-effective than performing either CCS or sECG. KEY POINTS Coronary calcium scoring (CCS) is useful for assessing coronary artery atherosclerosis It can be performed with multi-detector CT, which is now widely available It plays a role in excluding disease in suspected stable angina Our study assesses its role in this setting as alternative to stress-ECG Adoption of CCS as an alternative to sECG could prove cost-effective.
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First-line evaluation of coronary artery disease with coronary calcium scanning or exercise electrocardiography. Int J Cardiol 2011; 163:190-5. [PMID: 21689855 DOI: 10.1016/j.ijcard.2011.06.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2011] [Revised: 04/26/2011] [Accepted: 06/04/2011] [Indexed: 11/23/2022]
Abstract
BACKGROUND Although conventional (CAG) and computed tomography angiography (CTA) are reliable diagnostic modalities for exclusion of obstructive coronary artery disease (CAD), they are costly and with considerable exposure to radiation and contrast media. We compared the accuracy of coronary calcium scanning (CCS) and exercise electrocardiography (X-ECG) as less expensive and non-invasive means to rule out obstructive CAD. METHODS In a rapid-access chest pain clinic, 791 consecutive patients with stable chest pain were planned to undergo X-ECG and dual-source CTA with CCS. According to the Duke pre-test probability of CAD patients were classified as low (<30%), intermediate (30-70%) or high risk (>70%). Angiographic obstructive CAD (>50% stenosis by CAG or CTA) was found in 210/791 (27%) patients, CAG overruling any CTA results. RESULTS Obstructive CAD was found in 12/281 (4%) patients with no coronary calcium and in 73/319 (23%) with a normal X-ECG (p<0.001). No coronary calcium was associated with a substantially lower likelihood ratio compared to X-ECG; 0.11, 0.13 and 0.13 vs. 0.93, 0.55 and 0.46 in the low, intermediate and high risk group. In low risk patients a negative calcium score reduced the likelihood of obstructive CAD to less than 5%, removing the need for further diagnostic work-up. CCS could be performed in 754/756 (100%) patients, while X-ECG was diagnostic in 448/756 (59%) patients (p<0.001). CONCLUSIONS In real-world patients with stable chest pain CCS is a reliable initial test to rule out obstructive CAD and can be performed in virtually all patients.
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Reinhard H, Wiinberg N, Hansen PR, Kjær A, Petersen CL, Winther K, Parving HH, Rossing P, Jacobsen PK. NT-proBNP levels, atherosclerosis and vascular function in asymptomatic type 2 diabetic patients with microalbuminuria: peripheral reactive hyperaemia index but not NT-proBNP is an independent predictor of coronary atherosclerosis. Cardiovasc Diabetol 2011; 10:71. [PMID: 21812947 PMCID: PMC3164620 DOI: 10.1186/1475-2840-10-71] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2011] [Accepted: 08/03/2011] [Indexed: 12/13/2022] Open
Abstract
UNLABELLED Intensive multifactorial treatment aimed at cardiovascular (CV) risk factor reduction in type 2 diabetic patients with microalbuminuria can diminish fatal and non-fatal CV. Plasma N-terminal (NT)-proBNP predicts CV mortality in diabetic patients but the utility of P-NT-proBNP in screening for atherosclerosis is unclear. We examined the interrelationship between P-NT-proBNP, presence of atherosclerosis and/or vascular dysfunction in the coronary, carotid and peripheral arteries in asymptomatic type 2 diabetic patients with microalbuminuria that received intensive multifactorial treatment. METHODS AND RESULTS P-NT-proBNP was measured in 200 asymptomatic type 2 patients without known cardiac disease that received intensive multifactorial treatment for CV risk reduction. Patients were examined for coronary, carotid and peripheral atherosclerosis, as defined by coronary calcium score≥400, carotid intima-media thickness (CIMT)>0.90 mm, ankle-brachial index<0.90, and/or toe-brachial index<0.64, respectively. Carotid artery compliance was also determined and the reactive hyperaemia index (RHI) measured by peripheral artery tonometry was used as a surrogate for endothelial function.P-NT-proBNP was associated with atherosclerosis in the unadjusted analysis, but not after adjustment for conventional risk factors. P-NT-proBNP was not associated with vascular dysfunction. The prevalence of atherosclerosis in the coronary, carotid and peripheral arteries was 35%, 10% and 21% of all patients, respectively. In total 49% had atherosclerosis in one territory and 15.6% and 1.0% in two and three territories. Low RHI was an independent predictor of coronary atherosclerosis (odds ratio [CI], 2.60 [1.15-5.88] and systolic blood pressure was the only independent determinant of CIMT (0.02 mm increase in CIMT per 10 mmHg increase in systolic blood pressure [p=0.003]). CONCLUSIONS Half of asymptomatic patients with type 2 diabetes mellitus and microalbuminuria had significant atherosclerosis in at least one vascular territory despite receiving intensive multifactorial treatment for CV risk reduction. Coronary atherosclerosis was most prevalent, whereas carotid disease was more rarely observed. RHI but not plasma NT-proBNP was predictive of coronary atherosclerosis.
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Reinhard H, Nybo M, Hansen PR, Wiinberg N, Kjær A, Petersen CL, Winther K, Parving HH, Rasmussen LM, Rossing P, Jacobsen PK. Osteoprotegerin and coronary artery disease in type 2 diabetic patients with microalbuminuria. Cardiovasc Diabetol 2011; 10:70. [PMID: 21801376 PMCID: PMC3162489 DOI: 10.1186/1475-2840-10-70] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Accepted: 07/29/2011] [Indexed: 12/13/2022] Open
Abstract
Objective Plasma osteoprotegerin (P-OPG) is an independent predictor of cardiovascular disease in diabetic and other populations. OPG is a bone-related glycopeptide produced by vascular smooth muscle cells and increased P-OPG may reflect arterial damage. We investigated the correlation between P-OPG and coronary artery disease (CAD) in asymptomatic type 2 diabetic patients with microalbuminuria. Methods P-OPG was measured in 200 asymptomatic diabetic patients without known cardiac disease. Patients with P-NT-proBNP >45.2 ng/l and/or coronary calcium score (CCS) ≥400 were stratified as high risk of CAD (n = 133), and all other patients as low risk patients (n = 67). High risk patients were examined by myocardial perfusion imaging (MPI; n = 109), and/or CT-angiography (n = 20), and/or coronary angiography (CAG; n = 86). Significant CAD was defined by presence of significant myocardial perfusion defects at MPI and/or >70% coronary artery stenosis at CAG. Results Significant CAD was demonstrated in 70 of the high risk patients and of these 23 patients had >70% coronary artery stenosis at CAG. Among high risk patients, increased P-OPG was an independent predictor of significant CAD (adjusted odds ratio [CI] 3.11 [1.01-19.54] and 3.03 [1.00-9.18] for second and third tertile vs.first tertile P-OPG, respectively) and remained so after adjustments for NT-proBNP and CCS. High P-OPG was also associated with presence of >70% coronary artery stenosis(adjusted odds ratio 14.20 [1.35-148.92] for third vs. first tertile P-OPG), and 91% of patients with low (first tertile) P-OPG did not have >70% coronary artery stenosis. Conclusions Elevated P-OPG is an independent predictor of the presence of CAD in asymptomatic type 2 diabetic patients with microalbuminuria.
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