Coronary computed tomographic (CT) angiography has been proposed as an alternative diagnostic modality for assessing obstructive coronary artery disea

Size: px
Start display at page:

Download "Coronary computed tomographic (CT) angiography has been proposed as an alternative diagnostic modality for assessing obstructive coronary artery disea"

Transcription

1 Note: This copy is for your personal, non-commercial use only. To order presentation-ready copies for distribution to your colleagues or clients, contact us at ORIGINAL RESEARCH n CARDIAC IMAGING Coronary Artery Calcium Scoring Does Not Add Prognostic Value to Standard 64-Section CT Angiography Protocol in Low-Risk Patients Suspected of Having Coronary Artery Disease1 Sung Woo Kwon, MD Young Jin Kim, MD Jaemin Shim, MD Ji Min Sung, PhD Mi Eun Han, BS Dong Won Kang, BS Ji-Ye Kim Byoung Wook Choi, MD Hyuk-Jae Chang, MD 1 From the Divisions of Cardiology (S.W.K., J.S., M.E.H., D.W.K., J.Y.K., H.J.C.) and Radiology (Y.J.K., B.W.C.), Severance Cardiovascular Hospital, and Department of Research Affairs (J.M.S.), Yonsei University College of Medicine, 250 Seongsanno Seodaemungu, Seoul , Republic of Korea. Received May 5, 2010; revision requested June 10; revision received September 13; accepted September 28; fi nal version accepted November 2. Supported by a grant (grant A102064) from the Korean Health Technology R&D Project, Ministry for Health and Welfare, Seoul, Republic of Korea. Address correspondence to H.J.C. ( hjchang@yuhs.ac ). Purpose: Materials and Methods: Results: Conclusion: To evaluate the prognostic outcome of cardiac computed tomography (CT) for prediction of major adverse cardiac events (MACEs) in low-risk patients suspected of having coronary artery disease (CAD) and to explore the differential prognostic values of coronary artery calcium (CAC) scoring and coronary CT angiography. Institutional review committee approval and informed consent were obtained. In 4338 patients who underwent 64-section CT for evaluation of suspected CAD, both CAC scoring and CT angiography were concurrently performed by using standard scanning protocols. Follow-up clinical outcome data regarding composite MACEs were procured. Multivariable Cox proportional hazards models were developed to predict MACEs. Risk-adjusted models incorporated traditional risk factors for CAC scoring and coronary CT angiography. During the mean follow-up of 828 days 6 380, there were 105 MACEs, for an event rate of 3%. The presence of obstructive CAD at coronary CT angiography had independent prognostic value, which escalated according to the number of stenosed vessels ( P,.001). In the receiver operating characteristic curve (ROC) analysis, the superiority of coronary CT angiography to CAC scoring was demonstrated by a significantly greater area under the ROC curve (AUC) (0.892 vs 0.810, P,.001), whereas no significant incremental value for the addition of CAC scoring to coronary CT angiography was established (AUC = for coronary CT angiography alone vs with addition of CAC scoring, P =.198). Coronary CT angiography is better than CAC scoring in predicting MACEs in low-risk patients suspected of having CAD. Furthermore, the current standard multisection CT protocol (coronary CT angiography combined with CAC scoring) has no incremental prognostic value compared with coronary CT angiography alone. Therefore, in terms of determining prognosis, CAC scoring may no longer need to be incorporated in the cardiac CT protocol in this population. q RSNA, 2011 q RSNA, radiology.rsna.org n Radiology: Volume 259: Number 1 April 2011

2 Coronary computed tomographic (CT) angiography has been proposed as an alternative diagnostic modality for assessing obstructive coronary artery disease (CAD) in cohorts with diverse risk profiles for coronary heart disease ( 1 ). Up to the present, coronary artery calcium (CAC) scores have been accepted as an effective prognostic indicator of coronary heart disease, independent of traditional risk factors ( 2 5 ). Although CAC scores are a reliable surrogate marker of atherosclerosis as a representation of plaque burden, their correlation with results of invasive coronary angiography, the current reference standard for diagnosing obstructive CAD, is limited in terms of detecting significant stenosis ( 6 ). In contrast, coronary CT angiography has high diagnostic accuracy for depicting significant obstructive CAD ( 7 ). Currently, performing both CAC scoring and coronary CT angiography in combination is the conventional protocol for diagnostic evaluation of CAD ( 8 10 ). Recent data ( 11 ) have demonstrated the additive prognostic value of CAC scoring to coronary CT angiography performed by using electronbeam CT in patients suspected of having CAD. Nonetheless, to date, to our knowledge, no comprehensive study has been performed to decide the optimal protocol for current multidetector CT technology in terms of predicting Advances in Knowledge n Coronary CT angiography data correlate positively with coronary artery calcium (CAC) scoring data and significantly predict the risk of major adverse cardiac events. n Coronary CT angiography has a better predictive value than CAC scoring, and, moreover, the standard multisection CT protocol (coronary CT angiography combined with CAC scoring) confers no added prognostic value compared with coronary CT angiography alone in low-risk patients suspected of having coronary artery disease (CAD). outcomes in patients suspected of having CAD. The purpose of this study was to evaluate the prognostic outcome of cardiac CT for prediction of major adverse cardiac events (MACEs) in lowrisk patients suspected of having CAD and to explore the differential prognostic values of CAC scoring and coronary CT angiography. Materials and Methods Study Design and Patient Selection Institutional review committee approval and informed consent were obtained. This was an observational single-center study in which 4338 consecutive patients 30 years of age or older (2299 men [53%]; mean age, 60 years 6 10 [standard deviation]) with no prior documented CAD underwent 64-section CAC scoring and coronary CT angiography between May 2003 and April 2009 at Severance Hospital for the evaluation of suspected CAD. Imaging indications included evaluation of symptoms; evaluation of signs of cardiac disease such as abnormal resting or stress electrocardiographic (ECG) test results; and evaluation of asymptomatic patients with peripheral arterial disease, cerebrovascular disease, or multiple CAD risk factors. Symptoms included typical angina, atypical angina, nonanginal chest pain, and dyspnea. The pretest likelihood of CAD was determined on the basis of the American College of Cardiology/American Heart Association guidelines ( 12 ). Patients with stable conditions who underwent elective revascularization within 60 days after the index multisection CT examination were excluded from the analysis. Risk factors were recorded as Implication for Patient Care n In terms of prognosis, CAC scor- ing may no longer need to be incorporated in the cardiac CT protocol in low-risk patients suspected of having CAD because its disadvantages in terms of radiation exposure outweigh its value in terms of prognostication. categoric variables in all patients. Hypertension was considered to be present with a systolic blood pressure of 140 mm Hg or greater and/or a diastolic blood pressure of 90 mm Hg or greater or treatment with antihypertensive agents. Diabetes was considered to be present when the patient was receiving treatment with hypoglycemic agents or insulin, had a fasting glucose level of 126 mg/dl (7.0 mmol/l) or greater, or had known but untreated hyperglycemia. A history of smoking was considered to be present if patients currently smoked or if they smoked until 1 month before the study. Dyslipidemia was defined as a total cholesterol level of 240 mg/dl (6.21 mmol/l) or greater, a low-density lipoprotein level of 130 mg/dl (3.37 mmol/l) or greater, a high-density lipoprotein level of less than 40 mg/dl (1.0 mmol/l), a triglyceride level of 200 mg/dl (2.26 mmol/l) or greater, and/or treatment with lipid-lowering agents. Laboratory values for lipid parameters were obtained within 1 month prior to the CT examination. Published online before print /radiol Radiology 2011; 259:92 99 Abbreviations: AUC = area under the ROC curve CAC = coronary artery calcium CAD = coronary artery disease CI = confi dence interval ECG = electrocardiography HR = hazard ratio MACE = major adverse cardiac event MI = myocardial infarction ROC = receiver operating characteristic Author contributions: Guarantors of integrity of entire study, S.W.K., J.M.S., M.E.H., D.W.K., J.Y.K., H.J.C.; study concepts/study design or data acquisition or data analysis/interpretation, all authors; manuscript drafting or manuscript revision for important intellectual content, all authors; manuscript fi nal version approval, all authors; literature research, S.W.K., Y.J.K., J.S., M.E.H., D.W.K., J.Y.K., H.J.C.; clinical studies, S.W.K., Y.J.K., J.S., J.M.S., M.E.H., D.W.K., B.W.C., H.J.C.; statistical analysis, S.W.K., Y.J.K., J.S., J.M.S., M.E.H., D.W.K., H.J.C.; and manuscript editing, S.W.K., Y.J.K., J.S., M.E.H., D.W.K., J.Y.K., B.W.C., H.J.C. Potential confl icts of interest are listed at the end of this article. Radiology: Volume 259: Number 1 April 2011 n radiology.rsna.org 93

3 CT Protocol Before the CT examination, the heart rate of the patient was monitored. Patients without a contraindication to b -adrenergic blocking agents and/or calcium channel blocking agents (eg, overt heart failure, atrioventricular conduction abnormalities) and with initial heart rates higher than 65 beats per minute received either a single oral dose of 40 mg propranolol hydrochloride (Pranol; Dae Woong, Seoul, Korea) or a single dose (30 mg orally or 10 mg intravenously) of diltiazem hydrochloride (Herben; CJ, Seoul, Korea) 1 hour before the CT examination. The patients mean heart rate during the CT examination was 58 beats per minute 6 7 (range, beats per minute). Patients were scanned by using a 64-section CT scanner (Sensation 64; Siemens Healthcare, Forchheim, Germany). Before coronary CT angiography, a nonenhanced prospective ECGgated sequential scan was performed to measure CAC with the following parameters: rotation time, 330 msec; section collimation, 0.6 mm; section width, 3.0 mm; tube voltage, 120 kv; effective tube current time product, 50 mas; and table feed per scan, 18 mm. Thereafter in all patients, coronary CT angiography was performed by using retrospective ECG gating with ECG-based tube current modulation and the following parameters: rotation time, 330 msec; tube voltage, 120 kv; effective tube current time product, 800 mas; table feed per scan, 3.8 mm; and pitch, 0.2. A bolustracking technique (CARE bolus; Siemens Healthcare) was used for timing. As soon as attenuation of more than 100 HU was detected in the region of interest in the ascending aorta, the scan was initiated, with a delay of 6 seconds. Contrast enhancement was achieved with 75 ml iopamidol (370 mg iodine per milliliter, Iopamiro; Bracco, Milan, Italy) injected at 5 ml/sec, followed by an injection of 50 ml saline at 5 ml/sec by using a power injector (Envision CT; Medrad, Indianola, Pa) via the antecubital vein. The estimated volume CT dose index (CTDI vol ) (in milligrays) determined from the scanner s output parameters (peak kilovoltage and tube current time product per section) was recorded for each patient. The product of CTDI vol and scanning length (dose-length product in milligrays times centimeters) was calculated, and effective dose (in millisieverts) was estimated by using a normalization factor for the adult chest (0.017 msv mgy 2 1 cm 2 1 ) ( 13 ). Data Analysis CAC data and coronary CT angiograms were evaluated by using a workstation (Wizard; Siemens Healthcare). CAC was identified as a high-attenuation area in the coronary artery whose attenuation exceeded the threshold of 130 HU in a minimum of 3 contiguous pixels. CAC scores were calculated according to the Agatston method ( 14 ). For multivariate analysis, patients were grouped into five subsets on the basis of CAC score: those with CAC scores of 0, those with CAC scores of 1 10, those with CAC scores of , those with CAC scores of , and those with CAC scores greater than 400. Coronary CT angiograms were evaluated by two experienced cardiac radiologists (Y.J.K. and B.W.C., with 6 and 9 years of experience in cardiac CT, respectively) who were unaware of the clinical history of the patients. In case of disagreement, a joint reading was performed and a consensus was reached. Semiquantitative assessment was performed for all segments of the coronary artery tree, with an estimate of stenosis severity calculated as the ratio of the minimum contrast material enhanced lumen diameter to the diameter of a normal reference lumen of an unaffected distal segment. Obstructive CAD was defined as luminal narrowing of 50% or greater, whereas nonobstructive CAD was defined as less than 50% luminal narrowing. The extent of obstructive CAD was categorized into zero-, one-, two-, and three-vessel involvement. Left main artery involvement with obstructive CAD was considered as two-vessel involvement. Follow-up Patient follow-up data were collected by using electronic medical record review and/or standardized telephone interviews. The following events were regarded as clinical end points: cardiac death, nonfatal myocardial infarction (MI), un stable angina requiring hospitalization, and/or revascularization. Hard events were defined as cardiac death and nonfatal MI. Statistical Analysis All continuous data are expressed as means 6 standard deviations, and all categoric data are presented as percentages or absolute numbers. The Student t test and the x 2 test were used to assess differences between groups. The Cochran-Mantel-Haenszel test was used for analyzing the correlation between CAC scoring and coronary CT angiography. A composite MACE measure of cardiac death, nonfatal MI, unstable angina requiring hospitalization, and/or revascularization was used as an end point. Cumulative event rates as a function of time were obtained by using the Kaplan-Meier method for coronary CT angiography diagnosed CAD and were compared by using the log-rank test. Cox regression analyses were used to identify associations between clinical characteristics, multisection CT variables, and outcome. Univariate and multivariate analyses were performed to identify potential predictors. Hazard ratios (HRs) were calculated as an estimate of the risk associated with a particular variable, with 95% confidence intervals (CIs) based on binomial distributions. Receiver operating characteristic (ROC) curves were generated for four models: Model I, which included traditional risk factors; model II, which included CAC scores; model III, which included coronary CT angiography diagnosed CAD; and model IV, which included the combination of CAC scores and coronary CT angiography diagnosed CAD. Areas under the ROC curve (AUCs) were calculated to predict the ability of each model to detect the composite end point and were compared by the using DeLong method ( 15 ). Statistical analyses were performed by using software (SAS, version 9.1.3; SAS Institute, Cary, NC). P,.05 was considered to indicate a statistically significant difference. 94 radiology.rsna.org n Radiology: Volume 259: Number 1 April 2011

4 Table 1 Baseline Characteristics of Study Population according to Existence of CAD at Multisection CT Variable CAD Absent ( n = 2073) Present ( n = 1906) P Value Age (y) ,.001 No. of men 915 (44) 1146 (60),.001 Hypertension 873 (42) 1095 (57),.001 Diabetes 212 (10) 441 (23),.001 Current smoker 244 (12) 246 (13).523 BMI (kg/m 2 ) Dyslipidemia 722 (35) 808 (42),.001 Total cholesterol (mg/dl) Triglyceride level (mg/dl) ,.001 HDL cholesterol level (mg/dl) ,.001 LDL cholesterol level (mg/dl) Composite MACEs 2 (0.1) 103 (5.4),.001 CAC score * (52) 333 (8) (7) (18) (9) (5) CAD at coronary CT angiography * Normal fi ndings or 2073 (52) 1284 (32) nonobstructive CAD One-vessel disease (11) Two-vessel disease (4) Three-vessel disease (2) Note. Continuous values are means 6 standard deviations, and categoric values are numbers of patients, with percentages in parentheses. CAD was defi ned by the existence of any plaque at coronary CT angiography and/or the presence of CAC at CAC scoring. BMI = body mass index, HDL = high-density lipoprotein, LDL = low-density lipoprotein. To convert to Système International (SI) units (millimoles per liter), multiply total cholesterol, HDL cholesterol, and LDL cholesterol levels by and multiply triglyceride level by * Percentages are based on a denominator of 3979, the total number of patients examined. Table 2 Trend Analysis between CAC Score Subsets and Extent of CAD at Coronary CT Angiography CAC Score Category Normal Findings or Nonobstructive CAD One-Vessel CAD Two-Vessel CAD Three-Vessel CAD Total Note. Data are numbers of patients. P,.001 for relationship between increasing CAC score and increasing extent of CAD (shown by number of stenosed vessels at coronary CT angiography) (Cochran-Mantel-Haenszel test). Total Results Clinical Characteristics of the Cohort Overall, our study enrolled 4338 patients suspected of having CAD at presentation. From the overall study population, 359 patients with early elective revascularization were excluded from the analysis. After these patients were excluded, a total of 3979 patients (2061 [52%] men; mean age, 60 years 6 10; range, years) remained for further analysis. The distribution of the pretest likelihoods of CAD of this study cohort for low, intermediate, and high probability were 29% (1163 of 3979), 65% (2576 of 3979), and 6% (240 of 3979), respectively. Patient characteristics were categorized according to the existence of CAD. Patients with CAD tended to be older, male, hypertensive, diabetic, and dyslipidemic ( P,.001 for all) ( Table 1 ). CAC Scores and Coronary CT Angiography Results and Their Correlation The average CAC score in our cohort was (range, ), and the prevalence of CAC was 39% (1546 of 3979). The distribution according to CAC score subsets 0, 1 10, , , and greater than 400 was 60%, 7%, 18%, 9%, and 5%, respectively. The prevalence of obstructive CAD was 15% (622 of 3979), and the frequency according to the extent of obstructive CAD was 10%, 4%, and 2% for patients with one-, two-, and three-vessel obstructive CAD, respectively ( Table 1 ). Higher CAC scores were associated with a greater extent of CAD ( P,.001) ( Table 2 ). Radiation Dose The total estimated average radiation dose for the combined CAC scoring and coronary CT angiography acquisitions was 10.9 msv (range, msv). The average radiation dose for CAC scoring was 1.7 msv (range, msv), and the average radiation dose for coronary CT angiography only was 8.8 msv (range, msv). Follow-up Data Follow-up data were available in 99.9% (4332 of 4338) of patients, and the mean Radiology: Volume 259: Number 1 April 2011 n radiology.rsna.org 95

5 follow-up period for the study population was 828 days During follow-up, there were 105 composite MACEs, which consisted of cardiac death in two patients, nonfatal MI in three patients, unstable angina requiring hospitalization in one patient, and revascularization in 99 patients, for an event rate of 3% (105 of 3979). Importantly, there was a significant difference in the prevalence of composite MACEs according to the existence of CAD between the group with and that without CAD during the follow-up period (two of 2073 vs 103 of 1906, P,.001) ( Table 1 ). Although the prevalence of hard events was not significantly different between the group with and that without CAD according to the presence of CAD (one of 2073 vs four of 1906, P =.202), there was a significant statistical difference when we compared the prevalence of hard events according to the presence of obstructive CAD between the two groups (one of 3357 vs four of 622, P =.002). Prognostic Value Differentiated by Characteristics of CAD and CAC Score Subsets Event-free survival rates were 99%, 99%, 97%, 92%, and 83%, respectively, for patients in the CAC score subsets 0, 1 10, , , and greater than 400 ( P,.001) ( Fig 1a ). However, after adjustment for the traditional risk factors and the extent of CAD at coronary CT angiography, CAC score was not an independent predictor of MACEs ( Table 3 ). As for the prognostic value of the extent of CAD at coronary CT angiography, event-free survival rates were 99%, 90%, 80%, and 62% for patients with normal findings or nonobstructive CAD, one-vessel CAD, two-vessel CAD, and three-vessel CAD, respectively ( P,.001) ( Fig 1b ). Unadjusted and adjusted HRs for the composite MACE measure are shown in Table 3. The presence of obstructive CAD at coronary CT angiography had an independent prognostic predictive power for MACEs in the multivariate analysis adjusted for the traditional risk factors and CAC score. In addition, the prognostic predictive power for MACEs escalated according Table 3 HRs of Composite MACEs and 95% CIs according to CAC Score Subsets and Extent of CAD at Coronary CT Angiography Variable to the number of stenosed vessels, when compared with the group without obstructive CAD ( P,.001). AUCs for Predicting MACEs ROC curves were constructed to determine the predictive value of traditional risk factors, CAC scoring, the extent of CAD determined at coronary CT angiography, and CAC scoring in combination with coronary CT angiography for the composite MACE measure. The AUC was calculated for each model. In the cohort of this study, CAC scoring (model II) was more useful in the prediction of MACE than traditional risk factors (model I) ( P =.031). Furthermore, coronary CT angiography (model III) had better predictive value for MACEs than CAC scoring (model II) ( P,.001) and traditional risk factors (model I) ( P,.001). However, when CAC scoring was combined with coronary CT angiography (model IV), the resulting AUC demonstrated no significant difference in predictive power Univariate Analysis Multivariate Analysis HR 95% CI P Value HR 95% CIP Value Age , 1.09, , Male sex , , Hypertension , , Diabetes , 5.56, , Smoking , BMI , Dyslipidemia , , CAC score, , , , 7.92, , , 22.77, , , 47.98, , CAD at coronary CT,.001,.001 angiography One-vessel , 50.35, , 41.93,.001 disease Two-vessel , , , 88.07,.001 disease Three-vessel disease , , , ,.001 Note. HR adjustment included age, sex, hypertension, diabetes, dyslipidemia, CAC score, and extent of CAD at coronary CT angiography. BMI = body mass index. compared with the AUC for coronary CT angiography alone (model III) ( P =.198) ( Fig 2 ). Discussion The main finding in our study reveals that the extent of CAD diagnosed at coronary CT angiography has positive correlation with CAC scores and significantly predicts the risk of MACEs. Furthermore, coronary CT angiography has better predictive value than CAC scoring, and moreover, there is no added benefit to the addition of CAC scoring to coronary CT angiography in predicting MACEs in patients suspected of having CAD. CAC scoring has been used in clinical practice for risk stratification. Several studies ( 2 5 ) have demonstrated that higher CAC scores are associated with increased plaque burden and increased cardiovascular risk. On the other hand, coronary CT angiography provides comprehensive information 96 radiology.rsna.org n Radiology: Volume 259: Number 1 April 2011

6 Figure 1 Figure 1: Adjusted survival probability plots show event-free survival. (a) Plot of survival according to CAC scoring results shows that even after adjustment, the event-free survival rate is proportionally worse as the CAC score increases. The P values were.666,.001, less than.001, and less than.001, respectively, for CAC scores of 1 10, , , and greater than 400 when compared with a CAC score of 0. (b) Plot of survival according to coronary CT angiography results shows that even after adjustment, event-free survival rate is proportionally worse as the extent of CAD increases. The P values were all less than.001 for one-, two-, and three-vessel obstructive CAD when compared with normal fi ndings or nonobstructive CAD. Adjustments were performed for traditional risk factors, including age, sex, hypertension, diabetes, and dyslipidemia. Survival times are expressed in days. re garding the location and severity of atherosclerotic plaque in the coronary arteries. Several studies have taken advantage of this feature of coronary CT angiography and demonstrated independent prognostic utility of coronary CT angiography in patients suspected of having CAD ( 11,16 18 ). Interestingly, a positive association has been observed between CAC scores and both the presence and extent of significant CAD ( 16,19 ). In accordance with previous studies, our study demonstrates that the extent of CAD has positive correlation with CAC scores. Furthermore, the extent of CAD was an independent predictor of MACEs in patients suspected of having CAD. However, as our study population was a relatively low-risk population with no prior documented CAD, the hard event rate was low at the current duration of follow-up. The power calculation for the sample size was performed for models III and IV by using PASS (Number Cruncher Statistical System statistical software, 2008). The power for the sample size of our study was.1704 (17.04%). The primary reason for such relatively low power of the sample size was the low prevalence of MACEs (, 3%) in our study population. Up to the present, it has been customary to perform both CAC scoring and coronary CT angiography for diagnosis in patients suspected of having CAD. Results dealing with the incremental prognostic value of CAC scoring used in combination with coronary CT angiography have recently been published ( 11 ). Hence, in the electron-beam CT era, combined CAC scoring and coronary CT angiography was thought to be the optimal protocol for cardiac CT in predicting cardiovascular events. However, contemporary multisection CT technology provides better spatial and temporal resolution compared with those of electron-beam CT, thereby offering improved diagnostic accuracy for CAD ( 8 10,20 23 ). To our knowledge, the relative value of coronary CT angiography and CAC scoring for prognostication has not previously been studied. It is relevant to assess the prognostic implications of coronary CT angiography and CAC scoring for potentially reducing radiation exposure and streamlining CT protocols. Our results demonstrated that the prognostic value of coronary CT angiography is significantly greater than that of CAC scoring. Most importantly, the additive prognostic value of CAC scoring to coronary CT angiography was shown to be nonsignificant. Although the added value of CAC scoring for prognosis may be limited, it is well known that a very high CAC score (. 1000) may affect the diagnostic performance of coronary CT angiography and may lead to overestimation of the degree of stenosis. In particular, because of the very high prevalence of significant stenosis and the decreased diagnostic accuracy of coronary CT angiography in patients with very high CAC scores, further evaluation with coronary CT angiography may not be indicated, as these patients would probably be better served by undergoing invasive coronary Radiology: Volume 259: Number 1 April 2011 n radiology.rsna.org 97

7 Figure 2 angiography ( 24 ). Our conclusions may not apply to patients with very high calcium scores. We examined a limited number of patients with high calcium scores, precluding definite conclusions for these particular patients. The basic principle of radiation protection is to keep radiation exposure as low as reasonably achievable (the ALARA principle) ( 25 ). According to this principle, if CAC scoring has no added benefit over coronary CT angiography, considering radiation hazards, a combined CAC scoring and coronary CT angiography scanning protocol confers no benefit and contains harm for individuals undergoing cardiac CT. Still, radiation exposure from CAC scoring is relatively small compared with that from coronary CT angiography in contemporary multisection CT technology, so radiation by coronary CT angiography poses a greater threat to the patient than performing CAC scoring. However, given the fast improvements in dose reduction in coronary CT angiography Figure 2: ROC curves of four models for predicting the composite MACE measure. Model I incorporated traditional risk factors, including age, sex, hypertension, diabetes, and dyslipidemia; model II, CAC scoring; model III, coronary CT angiography; and model IV, the combination of CAC scoring and coronary CT angiography. P =.031 for model II versus model I, P,.001 for model III versus model II, and P =.198 for model IV versus model III. SE = standard error of the estimate. scanning, the radiation hazards between the two modalities will be comparable in the near future. Several limitations of our study should be acknowledged. First, our study was performed at a single center, which makes it uncertain whether results will be equally applicable to general clinical practice. Second, treatment bias is possible, in that patients with significant CAD are more likely to be treated aggressively, resulting in increased revascularization, which constituted the major proportion of the composite MACE measure. To avoid the treatment bias, patients who underwent elective revascularization within 60 days after the index CT study were excluded ( 16 ). Moreover, patients underwent multisection CT for symptom evaluation, and all decisions regarding revascularization were based on symptoms and/or the presence of concomitant ischemia at noninvasive testing followed by invasive coronary angiography ( 18 ). Besides, the presence of obstructive CAD at multisection CT had a significant association with hard cardiac events. As previously mentioned, a longer follow-up is clearly warranted to confirm these results. Third, the calculated power for the sample size was relatively low because of the low prevalence of MACEs in our study population. Therefore, a larger cohort study may be needed for verification. In the multisection CT era, coronary CT angiography is better than CAC scoring in predicting MACEs in low-risk patients suspected of having CAD. Furthermore, the current standard multisection CT protocol (coronary CT angiography combined with CAC scoring) has no incremental prognostic value over coronary CT angiography alone in such individuals. Therefore, in terms of prognosis, CAC scoring may no longer need to be incorporated into the cardiac CT protocol in this population, considering the radiation exposure. Disclosures of Potential Conflicts of Interest: S.W.K. No potential conflicts of interest to disclose. Y.J.K. No potential conflicts of interest to disclose. J.S. No potential conflicts of interest to disclose. J.M.S. No potential conflicts of interest to disclose. M.E.H. No potential conflicts of interest to disclose. D.W.K. No potential conflicts of interest to disclose. J.Y.K. No potential conflicts of interest to disclose. B.W.C. No potential conflicts of interest to disclose. H.J.C. No potential conflicts of interest to disclose. References 1. Meijboom WB, van Mieghem CA, Mollet NR, et al. 64-slice computed tomography coronary angiography in patients with high, intermediate, or low pretest probability of significant coronary artery disease. J Am Coll Cardiol 2007 ; 50 ( 15 ): Detrano R, Guerci AD, Carr JJ, et al. Coronary calcium as a predictor of coronary events in four racial or ethnic groups. N Engl J Med 2008 ; 358 ( 13 ): Budoff MJ, Shaw LJ, Liu ST, et al. Longterm prognosis associated with coronary calcification: observations from a registry of 25,253 patients. J Am Coll Cardiol 2007 ; 49 ( 18 ): Shaw LJ, Raggi P, Schisterman E, Berman DS, Callister TQ. Prognostic value of cardiac risk factors and coronary artery calcium screening for all-cause mortality. Radiology 2003 ; 228 ( 3 ): Nasir K, Shaw LJ, Liu ST, et al. Ethnic differences in the prognostic value of coronary 98 radiology.rsna.org n Radiology: Volume 259: Number 1 April 2011

8 artery calcification for all-cause mortality. J Am Coll Cardiol 2007 ; 50 ( 10 ): Scholte AJ, Schuijf JD, Kharagjitsingh AV, et al. Prevalence of coronary artery disease and plaque morphology assessed by multislice computed tomography coronary angiography and calcium scoring in asymptomatic patients with type 2 diabetes. Heart 2008 ; 94 ( 3 ): Hoffmann MH, Shi H, Schmitz BL, et al. Noninvasive coronary angiography with multislice computed tomography. JAMA 2005 ; 293 ( 20 ): Miller JM, Rochitte CE, Dewey M, et al. Diagnostic performance of coronary angiography by 64-row CT. N Engl J Med 2008 ; 359 ( 22 ): Budoff MJ, Dowe D, Jollis JG, et al. Diagnostic performance of 64-multidetector row coronary computed tomographic angiography for evaluation of coronary artery stenosis in individuals without known coronary artery disease: results from the prospective multicenter ACCURACY (Assessment by Coronary Computed Tomographic Angiography of Individuals Undergoing Invasive Coronary Angiography) trial. J Am Coll Cardiol 2008 ; 52 ( 21 ): Meijboom WB, Meijs MF, Schuijf JD, et al. Diagnostic accuracy of 64-slice computed tomography coronary angiography: a prospective, multicenter, multivendor study. J Am Coll Cardiol 2008 ; 52 ( 25 ): Ostrom MP, Gopal A, Ahmadi N, et al. Mortality incidence and the severity of coronary atherosclerosis assessed by computed tomography angiography. J Am Coll Cardiol 2008 ; 52 ( 16 ): Gibbons RJ, Balady GJ, Bricker JT, et al. ACC/AHA 2002 guideline update for exercise testing: summary article a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee to Update the 1997 Exercise Testing Guidelines). J Am Coll Cardiol 2002 ; 40 ( 8 ): Bongartz G, Golding SJ, Jurik AG, et al. European guidelines on quality criteria for computed tomography. Publication EUR EN. /htmlindex.htm. Accessed February 20, Agatston AS, Janowitz WR, Hildner FJ, Zusmer NR, Viamonte M Jr, Detrano R. Quantification of coronary artery calcium using ultrafast computed tomography. J Am Coll Cardiol 1990 ; 15 ( 4 ): DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988 ; 44 ( 3 ): van Werkhoven JM, Schuijf JD, Gaemperli O, et al. Incremental prognostic value of multislice computed tomography coronary angiography over coronary artery calcium scoring in patients with suspected coronary artery disease. Eur Heart J 2009 ; 30 ( 21 ): Min JK, Shaw LJ, Devereux RB, et al. Prognostic value of multidetector coronary computed tomographic angiography for prediction of all-cause mortality. J Am Coll Cardiol 2007 ; 50 ( 12 ): Carrigan TP, Nair D, Schoenhagen P, et al. Prognostic utility of 64-slice computed tomography in patients with suspected but no documented coronary artery disease. Eur Heart J 2009 ; 30 ( 3 ): Ho JS, Fitzgerald SJ, Stolfus LL, et al. Relation of a coronary artery calcium score higher than 400 to coronary stenoses detected using multidetector computed tomography and to traditional cardiovascular risk factors. Am J Cardiol 2008 ; 101 ( 10 ): Hamon M, Morello R, Riddell JW, Hamon M. Coronary arteries: diagnostic performance of 16- versus 64-section spiral CT compared with invasive coronary angiography metaanalysis. Radiology 2007 ; 245 ( 3 ): Hausleiter J, Meyer T, Hadamitzky M, et al. Non-invasive coronary computed tomographic angiography for patients with suspected coronary artery disease: the Coronary Angiography by Computed Tomography with the Use of a Submillimeter resolution (CACTUS) trial. Eur Heart J 2007 ; 28 ( 24 ): Scheffel H, Alkadhi H, Plass A, et al. Accuracy of dual-source CT coronary angiography: first experience in a high pre-test probability population without heart rate control. Eur Radiol 2006 ; 16 ( 12 ): Dewey M, Zimmermann E, Deissenrieder F, et al. Noninvasive coronary angiography by 320-row computed tomography with lower radiation exposure and maintained diagnostic accuracy: comparison of results with cardiac catheterization in a head-to-head pilot investigation. Circulation 2009 ; 120 ( 10 ): Palumbo AA, Maffei E, Martini C, et al. Coronary calcium score as gatekeeper for 64- slice computed tomography coronary angiography in patients with chest pain: per-segment and per-patient analysis. Eur Radiol 2009 ; 19 ( 9 ): U.S. Nuclear Regulatory Commission. 10 CFR Definitions. /reading-rm/doc-collections/cfr/part020 /part html. Accessed January 12, Radiology: Volume 259: Number 1 April 2011 n radiology.rsna.org 99

LDL cholesterol (p = 0.40). However, higher levels of HDL cholesterol (> or =1.5 mmol/l [60 mg/dl]) were associated with less progression of CAC

LDL cholesterol (p = 0.40). However, higher levels of HDL cholesterol (> or =1.5 mmol/l [60 mg/dl]) were associated with less progression of CAC Am J Cardiol (2004);94:729-32 Relation of degree of physical activity to coronary artery calcium score in asymptomatic individuals with multiple metabolic risk factors M. Y. Desai, et al. Ciccarone Preventive

More information

Coronary Artery Calcium to Predict All-Cause Mortality in Elderly Men and Women

Coronary Artery Calcium to Predict All-Cause Mortality in Elderly Men and Women Journal of the American College of Cardiology Vol. 52, No. 1, 28 28 by the American College of Cardiology Foundation ISSN 735-197/8/$34. Published by Elsevier Inc. doi:1.116/j.jacc.28.4.4 CLINICAL RESEARCH

More information

RAMA-EGAT Risk Score for Predicting Coronary Artery Disease Evaluated by 64- Slice CT Angiography

RAMA-EGAT Risk Score for Predicting Coronary Artery Disease Evaluated by 64- Slice CT Angiography RAMA-EGAT Risk Score for Predicting Coronary Artery Disease Evaluated by 64- Slice CT Angiography Supalerk Pattanaprichakul, MD 1, Sutipong Jongjirasiri, MD 2, Sukit Yamwong, MD 1, Jiraporn Laothammatas,

More information

Chapter 4. Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands. Department of Radiology,

Chapter 4. Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands. Department of Radiology, Chapter 4 Impact of Coronary Calcium Score on Diagnostic Accuracy of Multislice Computed Tomography Coronary Angiography for Detection of Coronary Artery Disease Gabija Pundziute, 1,3 Joanne D. Schuijf,

More information

Improvement of Image Quality with ß-Blocker Premedication on ECG-Gated 16-MDCT Coronary Angiography

Improvement of Image Quality with ß-Blocker Premedication on ECG-Gated 16-MDCT Coronary Angiography 16-MDCT Coronary Angiography Shim et al. 16-MDCT Coronary Angiography Sung Shine Shim 1 Yookyung Kim Soo Mee Lim Received December 1, 2003; accepted after revision June 1, 2004. 1 All authors: Department

More information

M Marwan, D Ropers, T Pflederer, W G Daniel, S Achenbach

M Marwan, D Ropers, T Pflederer, W G Daniel, S Achenbach Department of Cardiology, University of Erlangen, Erlangen, Germany Correspondence to: Dr M Marwan, Innere Medizin II, Ulmenweg 18, 91054 Erlangen, Germany; mohamed.marwan@ uk-erlangen.de Accepted 17 November

More information

Financial Disclosures. Coronary Artery Calcification. Objectives. Coronary Artery Calcium 6/6/2018. Heart Disease Statistics At-a-Glace 2017

Financial Disclosures. Coronary Artery Calcification. Objectives. Coronary Artery Calcium 6/6/2018. Heart Disease Statistics At-a-Glace 2017 Coronary Artery Calcification Dharmendra A. Patel, MD MPH Director, Echocardiography Laboratory Associate Program Director Cardiovascular Disease Fellowship Program Erlanger Heart and Lung Institute UT

More information

Diagnostic and Prognostic Value of Coronary Ca Score

Diagnostic and Prognostic Value of Coronary Ca Score Diagnostic and Prognostic Value of Coronary Ca Score Dr. Ghormallah Alzahrani Cardiac imaging division, Adult Cardiology department Prince Sultan Cardiac Center ( PSCC) Madina, June 2 Coronary Calcium

More information

The Final 10-Year Follow-up Results from the Bari Randomized Trial J Am Coll Cardiol (2007) 49;1600-6

The Final 10-Year Follow-up Results from the Bari Randomized Trial J Am Coll Cardiol (2007) 49;1600-6 The Final 10-Year Follow-up Results from the Bari Randomized Trial J Am Coll Cardiol (2007) 49;1600-6 n&list_uids=17433949 64-Multislice Detector Computed Tomography Coronary Angiography as Potential Alternative

More information

Is computed tomography angiography really useful in. of coronary artery disease?

Is computed tomography angiography really useful in. of coronary artery disease? Is computed tomography angiography really useful in screening patients with high risk of coronary artery disease? Myeong-Ki Hong, M.D. Ph D Professor of Medicine Division of Cardiology, Severance Cardiovascular

More information

128-slice dual-source CT coronary angiography using highpitch scan protocols in 102 patients

128-slice dual-source CT coronary angiography using highpitch scan protocols in 102 patients 128-slice dual-source CT coronary angiography using highpitch scan protocols in 102 patients Poster No.: C-0634 Congress: ECR 2010 Type: Scientific Exhibit Topic: Cardiac Authors: Y. H. Choe, J. W. Lee,

More information

Current and Future Imaging Trends in Risk Stratification for CAD

Current and Future Imaging Trends in Risk Stratification for CAD Current and Future Imaging Trends in Risk Stratification for CAD Brian P. Griffin, MD FACC Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic Disclosures: None Introduction

More information

Role of Nonenhanced Multidetector CT Coronary Artery Calcium Testing in Asymptomatic and Symptomatic Individuals 1

Role of Nonenhanced Multidetector CT Coronary Artery Calcium Testing in Asymptomatic and Symptomatic Individuals 1 Note: This copy is for your personal non-commercial use only. To order presentation-ready copies for distribution to your colleagues or clients, contact us at www.rsna.org/rsnarights. Role of Nonenhanced

More information

Impact of Body Mass Index and Metabolic Syndrome on the Characteristics of Coronary Plaques Using Computed Tomography Angiography

Impact of Body Mass Index and Metabolic Syndrome on the Characteristics of Coronary Plaques Using Computed Tomography Angiography Impact of Body Mass Index and Metabolic Syndrome on the Characteristics of Coronary Plaques Using Computed Tomography Angiography Cardiovascular Division, Faculty of Medicine, University of Tsukuba Akira

More information

DECLARATION OF CONFLICT OF INTEREST. Nothing to disclose

DECLARATION OF CONFLICT OF INTEREST. Nothing to disclose DECLARATION OF CONFLICT OF INTEREST Nothing to disclose Prognostic value of multidetector computed tomography coronary angiography in a large population of patients with unknown cardiac disease but suspected

More information

CARDIAC IMAGING FOR SUBCLINICAL CAD

CARDIAC IMAGING FOR SUBCLINICAL CAD CARDIAC IMAGING FOR SUBCLINICAL CAD WHY DON'T YOU ADOPT MORE SMART TECHNIQUE? Whal Lee, M.D. Seoul National University Hospital Department of Radiology We are talking about Coronary artery Calcium scoring,

More information

Noninvasive Evaluation With Multislice Computed Tomography in Suspected Acute Coronary Syndrome

Noninvasive Evaluation With Multislice Computed Tomography in Suspected Acute Coronary Syndrome Journal of the American College of Cardiology Vol. 52, No. 3, 2008 2008 by the American College of Cardiology Foundation ISSN 0735-1097/08/$34.00 Published by Elsevier Inc. doi:10.1016/j.jacc.2008.04.012

More information

Low-dose CT coronary angiography in the step-andshoot mode: diagnostic performance

Low-dose CT coronary angiography in the step-andshoot mode: diagnostic performance 1 Institute of Diagnostic Radiology, University Hospital Zurich, Zurich, Switzerland; 2 Clinic for Cardiovascular Surgery, University Hospital Zurich, Zurich, Switzerland; 3 Cardiovascular Centre, University

More information

Statin therapy in patients with Mild to Moderate Coronary Stenosis by 64-slice Multidetector Coronary Computed Tomography

Statin therapy in patients with Mild to Moderate Coronary Stenosis by 64-slice Multidetector Coronary Computed Tomography Statin therapy in patients with Mild to Moderate Coronary Stenosis by 64-slice Multidetector Coronary Computed Tomography Hyo Eun Park 1, Eun-Ju Chun 2, Sang-Il Choi 2, Soyeon Ahn 2, Hyung-Kwan Kim 3,

More information

a Division of Cardiology, b Division of Radiology, Yonsei Cardiovascular Center,

a Division of Cardiology, b Division of Radiology, Yonsei Cardiovascular Center, 150 Original research Evaluation of the predictive value of coronary artery calcium score for obstructive coronary artery disease in asymptomatic Korean patients with type 2 diabetes mellitus Ki-Bum Won

More information

Disclosures CORONARY CALCIUM SCORING REVISITED. Learning Objectives. Scoring Methods. Consultant for M2S, Inc. Coronary Calcium Scoring: Software

Disclosures CORONARY CALCIUM SCORING REVISITED. Learning Objectives. Scoring Methods. Consultant for M2S, Inc. Coronary Calcium Scoring: Software CORONARY CALCIUM SCORING REVISITED Disclosures Consultant for M2S, Inc. Julianna M. Czum, MD Director, Division of Cardiothoracic Imaging Department of Radiology Dartmouth Hitchcock Medical Center Assistant

More information

CT Imaging of Atherosclerotic Plaque. William Stanford MD Professor-Emeritus Radiology University of Iowa College of Medicine Iowa City, IA

CT Imaging of Atherosclerotic Plaque. William Stanford MD Professor-Emeritus Radiology University of Iowa College of Medicine Iowa City, IA CT Imaging of Atherosclerotic Plaque William Stanford MD Professor-Emeritus Radiology University of Iowa College of Medicine Iowa City, IA PREVALENCE OF CARDIOVASCULAR DISEASE In 2006 there were 80 million

More information

Computed tomography in coronary imaging: current status

Computed tomography in coronary imaging: current status 7 Computed tomography in coronary imaging: current status ARJUN NAIR AND ANAND DEVARAJ Recent technological advances have led to improvements in the use of computerised tomography for coronary imaging.

More information

Coronary Artery Imaging. Suvipaporn Siripornpitak, MD Inter-hospital Conference : Rajavithi Hospital

Coronary Artery Imaging. Suvipaporn Siripornpitak, MD Inter-hospital Conference : Rajavithi Hospital Coronary Artery Imaging Suvipaporn Siripornpitak, MD Inter-hospital Conference : Rajavithi Hospital Larger array : cover scan area Detector size : spatial resolution Rotation speed : scan time Retrospective

More information

My Patient Needs a Stress Test

My Patient Needs a Stress Test My Patient Needs a Stress Test Amy S. Burhanna,, MD, FACC Coastal Cardiology Cape May Court House, New Jersey Absolute and relative contraindications to exercise testing Absolute Acute myocardial infarction

More information

Subclinical atherosclerosis in CVD: Risk stratification & management Raul Santos, MD

Subclinical atherosclerosis in CVD: Risk stratification & management Raul Santos, MD Subclinical atherosclerosis in CVD: Risk stratification & management Raul Santos, MD Sao Paulo Medical School Sao Paolo, Brazil Subclinical atherosclerosis in CVD risk: Stratification & management Prof.

More information

MPS and Calcium Score in asymptomatic patient F. Mut, J. Vitola

MPS and Calcium Score in asymptomatic patient F. Mut, J. Vitola MPS and Calcium Score in asymptomatic patient F. Mut, J. Vitola Nuclear Medicine Service, Asociacion Española Montevideo, Uruguay Quanta Diagnostico Nuclear Curitiba, Brazil Clinical history Male 63 y.o.,

More information

Diagnostic Accuracy of Noninvasive Coronary Angiography Using 64-Slice Spiral Computed Tomography

Diagnostic Accuracy of Noninvasive Coronary Angiography Using 64-Slice Spiral Computed Tomography Journal of the American College of Cardiology Vol. 46, No. 3, 2005 2005 by the American College of Cardiology Foundation ISSN 0735-1097/05/$30.00 Published by Elsevier Inc. doi:10.1016/j.jacc.2005.05.056

More information

Εξελίξεις και νέες προοπτικές στην καρδιαγγειακή απεικόνιση CT. Σταμάτης Κυρζόπουλος Ωνάσειο Καρδιοχειρουργικό Κέντρο

Εξελίξεις και νέες προοπτικές στην καρδιαγγειακή απεικόνιση CT. Σταμάτης Κυρζόπουλος Ωνάσειο Καρδιοχειρουργικό Κέντρο Εξελίξεις και νέες προοπτικές στην καρδιαγγειακή απεικόνιση CT Σταμάτης Κυρζόπουλος Ωνάσειο Καρδιοχειρουργικό Κέντρο No conflict of interest to disclose Noninvasive Cardiac Imaging Unresolved Issues-Future

More information

Coronary Artery Calcification

Coronary Artery Calcification Coronary Artery Calcification Julianna M. Czum, MD OBJECTIVES CORONARY ARTERY CALCIFICATION Julianna M. Czum, MD Dartmouth-Hitchcock Medical Center 1. To review the clinical significance of coronary heart

More information

MEDICAL POLICY SUBJECT: CORONARY CALCIUM SCORING

MEDICAL POLICY SUBJECT: CORONARY CALCIUM SCORING MEDICAL POLICY PAGE: 1 OF: 5 If the member's subscriber contract excludes coverage for a specific service it is not covered under that contract. In such cases, medical policy criteria are not applied.

More information

Jinling Zhang, 1 Zhehao Lv, 1 Deli Zhao, 1 Lili Liu, 1 Yong Wan, 1 Tingting Fan, 1 Huimin Li, 1 Ying Guan, 1 Bailu Liu, 1 and Qi Yang 2,3

Jinling Zhang, 1 Zhehao Lv, 1 Deli Zhao, 1 Lili Liu, 1 Yong Wan, 1 Tingting Fan, 1 Huimin Li, 1 Ying Guan, 1 Bailu Liu, 1 and Qi Yang 2,3 Diabetes Research Volume 2016, Article ID 4365156, 6 pages http://dx.doi.org/10.1155/2016/4365156 Research Article Coronary Plaque Characteristics Assessed by 256-Slice Coronary CT Angiography and Association

More information

Characteristics of Subclinical Coronary Artery Disease in Diabetic Patients without Known Coronary Artery Disease

Characteristics of Subclinical Coronary Artery Disease in Diabetic Patients without Known Coronary Artery Disease IBIMA Publishing Journal of Research in Diabetes http://www.ibimapublishing.com/journals/diab/diab.html Vol. 2014 (2014), Article ID 322292, 12 pages DOI: 10.5171/2014.322292 Research Article Characteristics

More information

Using Coronary Artery Calcium Score in the Quest for Cardiac Health. Robert J. Hage, D.O.

Using Coronary Artery Calcium Score in the Quest for Cardiac Health. Robert J. Hage, D.O. Using Coronary Artery Calcium Score in the Quest for Cardiac Health Robert J. Hage, D.O. Heart disease is the leading cause of death in the United States in both men and women. About 610,000 people die

More information

Accuracy of Multislice Computed Tomography in the Preoperative Assessment of Coronary Disease in Patients With Aortic Valve Stenosis

Accuracy of Multislice Computed Tomography in the Preoperative Assessment of Coronary Disease in Patients With Aortic Valve Stenosis Journal of the American College of Cardiology Vol. 47, No. 10, 2006 2006 by the American College of Cardiology Foundation ISSN 0735-1097/06/$32.00 Published by Elsevier Inc. doi:10.1016/j.jacc.2005.11.085

More information

Eur Heart J. 2011;32:637-45

Eur Heart J. 2011;32:637-45 Diagnostic Performance of Non-Invasive Multidetector Computed Tomography Coronary Angiography to Detect Coronary Artery Disease using Different Endpoints: Detection of Significant Stenosis versus Detection

More information

Assessment of Agatston Coronary Artery Calcium Score Using Contrast-Enhanced CT Coronary Angiography

Assessment of Agatston Coronary Artery Calcium Score Using Contrast-Enhanced CT Coronary Angiography Cardiopulmonary Imaging Original Research van der Bijl et al. Agatston and Coronary Angiography Cardiopulmonary Imaging Original Research Noortje van der Bijl 1 Raoul M. S. Joemai 1 Jacob Geleijns 1 Jeroen

More information

Cardiac CT Angiography

Cardiac CT Angiography Cardiac CT Angiography Dr James Chafey, Radiologist Why do we need a better test for C.A.D? 1. CAD is the leading cause of death in the US CAD 31% Cancer 23% Stroke 7% 2. The prevalence of atherosclerosis

More information

Coronary Calcium Predicts Events Better With Absolute Calcium Scores Than Age-Sex-Race/Ethnicity Percentiles

Coronary Calcium Predicts Events Better With Absolute Calcium Scores Than Age-Sex-Race/Ethnicity Percentiles Journal of the American College of Cardiology Vol. 53, No. 4, 2009 2009 by the American College of Cardiology Foundation ISSN 0735-1097/09/$36.00 Published by Elsevier Inc. doi:10.1016/j.jacc.2008.07.072

More information

Prognostic Value of Cardiac Risk Factors and Coronary Artery Calcium Screening for All-Cause Mortality 1

Prognostic Value of Cardiac Risk Factors and Coronary Artery Calcium Screening for All-Cause Mortality 1 Cardiac Imaging Radiology Leslee J. Shaw, PhD Paolo Raggi, MD Enrique Schisterman, PhD Daniel S. Berman, MD Tracy Q. Callister, MD Index terms: Computed tomography (CT), electron beam, 54.1211 Coronary

More information

Radiation Dose Reduction and Coronary Assessability of Prospective Electrocardiogram-Gated Computed Tomography Coronary Angiography

Radiation Dose Reduction and Coronary Assessability of Prospective Electrocardiogram-Gated Computed Tomography Coronary Angiography Journal of the American College of Cardiology Vol. 52, No. 18, 2008 2008 by the American College of Cardiology Foundation ISSN 0735-1097/08/$34.00 Published by Elsevier Inc. doi:10.1016/j.jacc.2008.07.048

More information

Risk Stratification for CAD for the Primary Care Provider

Risk Stratification for CAD for the Primary Care Provider Risk Stratification for CAD for the Primary Care Provider Shimoli Shah MD Assistant Professor of Medicine Directory, Ambulatory Cardiology Clinic Knight Cardiovascular Institute Oregon Health & Sciences

More information

Chest Pain in Women ;What is Your Diagnostic Plan? No Need for Noninvasive Test

Chest Pain in Women ;What is Your Diagnostic Plan? No Need for Noninvasive Test Chest Pain in Women ;What is Your Diagnostic Plan? No Need for Noninvasive Test Jang-Ho Bae, MD., PhD., FACC. Konyang University Hospital Daejeon, Korea Chest pain in Women ACS Atypical Stable angina F/29

More information

Electron Beam CT versus 16-slice Spiral CT: How Accurately Can We Measure. Coronary Artery Calcium Volume?

Electron Beam CT versus 16-slice Spiral CT: How Accurately Can We Measure. Coronary Artery Calcium Volume? Electron Beam CT versus 16-slice Spiral CT: How Accurately Can We Measure Coronary Artery Calcium Volume? 1 Objective: The purpose of this study is to investigate how accurately we can measure CAC volume

More information

Patient referral for elective coronary angiography: challenging the current strategy

Patient referral for elective coronary angiography: challenging the current strategy Patient referral for elective coronary angiography: challenging the current strategy M. Santos, A. Ferreira, A. P. Sousa, J. Brito, R. Calé, L. Raposo, P. Gonçalves, R. Teles, M. Almeida, M. Mendes Cardiology

More information

A head-to-head comparison of the coronary calcium score by computed tomography with myocardial perfusion imaging in predicting coronary artery disease

A head-to-head comparison of the coronary calcium score by computed tomography with myocardial perfusion imaging in predicting coronary artery disease Journal of Geriatric Cardiology (2012) 9: 349 354 2012 JGC All rights reserved; www.jgc301.com Research Articles Open Access A head-to-head comparison of the coronary calcium score by computed tomography

More information

Coronary Artery Calcium Score

Coronary Artery Calcium Score Coronary Artery Calcium Score August 19, 2014 by Axel F. Sigurdsson MD 174 Comments essential for living organisms. Calcium is a chemical element that is Most of the calcium within the human body is found

More information

New Insight about FFR and IVUS MLA

New Insight about FFR and IVUS MLA New Insight about FFR and IVUS MLA Can IVUS MLA Predict FFR

More information

Test in Subjects with Suspected CAD Anatomic Study is Better

Test in Subjects with Suspected CAD Anatomic Study is Better Test in Subjects with Suspected CAD Anatomic Study is Better Hyuk Jae Chang MD, PhD Division of Cardiology Severance Cardiovascular Hospital Seoul Korea Functional Test Two Issues Accuracy of stress-tests

More information

Central pressures and prediction of cardiovascular events in erectile dysfunction patients

Central pressures and prediction of cardiovascular events in erectile dysfunction patients Central pressures and prediction of cardiovascular events in erectile dysfunction patients N. Ioakeimidis, K. Rokkas, A. Angelis, Z. Kratiras, M. Abdelrasoul, C. Georgakopoulos, D. Terentes-Printzios,

More information

Computed Tomography of the Coronary Arteries

Computed Tomography of the Coronary Arteries Cardiology Update DAVOS 2011 Computed Tomography of the Coronary Arteries Anders Persson M.D., Ph.D Director, Assoc. Professor Center for Medical Image Science and Visualization Linköping University SWEDEN

More information

Medical Policy. Medical Policy. MP Computed Tomography to Detect Coronary Artery Calcification

Medical Policy. Medical Policy. MP Computed Tomography to Detect Coronary Artery Calcification Medical Policy Medical Policy MP 6.01.03 BCBSA Ref. Policy: 6.01.03 Last Review: 09/28/2017 Effective Date: 09/28/2017 Section: Medicine Related Policies 6.01.43 Contrast-Enhanced Computed Tomography Angiography

More information

CT Coronary Angiography - Indications: From the guidelines to clinical practice

CT Coronary Angiography - Indications: From the guidelines to clinical practice CT Coronary Angiography - Indications: From the guidelines to clinical practice Multimodality Working Group of Cardiovascular Imaging (Nuc C, CCT CMR) Hellenic Cardiology Society Seminars, Thessaloniki,

More information

FFR-CT Not Ready for Primetime

FFR-CT Not Ready for Primetime FFR-CT Not Ready for Primetime Leslee J. Shaw, PhD, MASNC, FACC, FAHA, FSCCT R. Bruce Logue Professor of Medicine Co-Director, Emory Clinical CV Research Institute Emory University School of Medicine Atlanta,

More information

Combining Coronary Artery Calcium Scanning with SPECT/PET Myocardial Perfusion Imaging

Combining Coronary Artery Calcium Scanning with SPECT/PET Myocardial Perfusion Imaging Combining Coronary Artery Calcium Scanning with SPECT/PET Myocardial Perfusion Imaging Daniel S. Berman, MD Director, Cardiac Imaging Cedars-Sinai Heart Institute Professor of Medicine and Imaging Cedars-Sinai

More information

Prognostic Value of Coronary Magnetic Resonance Angiography for Prediction of Cardiac Events in Patients With Suspected Coronary Artery Disease

Prognostic Value of Coronary Magnetic Resonance Angiography for Prediction of Cardiac Events in Patients With Suspected Coronary Artery Disease Journal of the American College of Cardiology Vol. 60, No. 22, 2012 2012 by the American College of Cardiology Foundation ISSN 0735-1097/$36.00 Published by Elsevier Inc. http://dx.doi.org/10.1016/j.jacc.2012.07.060

More information

Division of Cardiology, Department of Medicine and Department of Epidemiology, Johns Hopkins University, Baltimore - USA 2

Division of Cardiology, Department of Medicine and Department of Epidemiology, Johns Hopkins University, Baltimore - USA 2 HI Heart eissn 2036-2579 International 2014 ; 9 ( 1 ): 1-6 DOI: 10.5301/HEART.2014.12493 ORIGINAL ARTICLE Nuclear stress perfusion imaging versus computed tomography coronary angiography for identifying

More information

Objective Calcium score carotid IMT hs-crp

Objective Calcium score carotid IMT hs-crp P3952 Role of coronary calcium score, carotid intima-media thickness and C-reactive protein in predicting extent of coronary artery disease in young patients. Bedside Poster P3952 Role of coronary calcium

More information

Prognostic Value of Multidetector Coronary Computed Tomographic Angiography for Prediction of All-Cause Mortality

Prognostic Value of Multidetector Coronary Computed Tomographic Angiography for Prediction of All-Cause Mortality Journal of the American College of Cardiology Vol. 50, No. 12, 2007 2007 by the American College of Cardiology Foundation ISSN 0735-1097/07/$32.00 Published by Elsevier Inc. doi:10.1016/j.jacc.2007.03.067

More information

Impact of coronary atherosclerotic burden on clinical presentation and prognosis of patients with coronary artery disease

Impact of coronary atherosclerotic burden on clinical presentation and prognosis of patients with coronary artery disease Impact of coronary atherosclerotic burden on clinical presentation and prognosis of patients with coronary artery disease Gjin Ndrepepa, Tomohisa Tada, Massimiliano Fusaro, Lamin King, Martin Hadamitzky,

More information

ORIGINAL INVESTIGATION

ORIGINAL INVESTIGATION ORIGINAL INVESTIGATION Coronary Artery Calcium Scores and Risk for Cardiovascular Events in Women Classified as Low Risk Based on Framingham Risk Score The Multi-Ethnic Study of Atherosclerosis (MESA)

More information

Optimal testing for coronary artery disease in symptomatic and asymptomatic patients

Optimal testing for coronary artery disease in symptomatic and asymptomatic patients Optimal testing for coronary artery disease in symptomatic and asymptomatic patients Alexandre C Ferreira, MD Clinical Chief of Cardiology Jackson Health System Director, Interventional Cardiology Training

More information

Imaging ischemic heart disease: role of SPECT and PET. Focus on Patients with Known CAD

Imaging ischemic heart disease: role of SPECT and PET. Focus on Patients with Known CAD Imaging ischemic heart disease: role of SPECT and PET. Focus on Patients with Known CAD Hein J. Verberne Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands International Conference

More information

MEDICAL UNIVERSITY of SOUTH CAROLINA

MEDICAL UNIVERSITY of SOUTH CAROLINA U. Joseph Schoepf, MD Prof. (h.c.), FAHA, FSCBT-MR, FNASCI, FSCCT Professor of Radiology, Medicine, and Pediatrics Director, Division of Cardiovascular Imaging MEDICAL UNIVERSITY of SOUTH CAROLINA Disclosures

More information

Calcium scoring Clinical and prognostic value

Calcium scoring Clinical and prognostic value Calcium scoring Clinical and prognostic value Matthijs Oudkerk Professor and Chair of Radiology University Medical Center Groningen, University of Groningen Groningen, The Netherlands Sofia 2011 13 May

More information

Exercise treadmill testing is frequently used in clinical practice to

Exercise treadmill testing is frequently used in clinical practice to Preventive Cardiology FEATURE Case Report 55 Commentary 59 Exercise capacity on treadmill predicts future cardiac events Pamela N. Peterson, MD, MSPH 1-3 David J. Magid, MD, MPH 3 P. Michael Ho, MD, PhD

More information

2/20/2013. Why use imaging in CV prevention? Update on coronary CTA in 2013 Coronary CTA for 1 0 prevention: pros and cons Are we there yet?

2/20/2013. Why use imaging in CV prevention? Update on coronary CTA in 2013 Coronary CTA for 1 0 prevention: pros and cons Are we there yet? Evolving Role of Coronary CTA in Primary Cardiovascular Disease Prevention: Are We There Yet? Ron Blankstein, M.D., F.A.C.C. Co-Director, Cardiovascular Imaging Training Program Associate Physician, Preventive

More information

A CASE REPORT AND LITERATURE REVIEW ON MYOCARDIAL INFARCTION WITH NORMAL CORONARY ARTERIES

A CASE REPORT AND LITERATURE REVIEW ON MYOCARDIAL INFARCTION WITH NORMAL CORONARY ARTERIES A CASE REPORT AND LITERATURE REVIEW ON MYOCARDIAL INFARCTION WITH NORMAL CORONARY ARTERIES Niyamtullah Musalman 1*, Lijun Jin 2 and Farhan Khan 3 *12 Department of Cardiology, Yangtze Medical University

More information

TITLE: Multi-Slice Computed Tomography Coronary Angiography for Coronary Artery Disease: A Review of the Clinical Effectiveness and Guidelines

TITLE: Multi-Slice Computed Tomography Coronary Angiography for Coronary Artery Disease: A Review of the Clinical Effectiveness and Guidelines TITLE: Multi-Slice Computed Tomography Coronary Angiography for Coronary Artery Disease: A Review of the Clinical Effectiveness and Guidelines DATE: 25 February 2009 CONTEXT AND POLICY ISSUES: Coronary

More information

Cardiopulmonary Imaging Original Research

Cardiopulmonary Imaging Original Research Cardiopulmonary Imaging Original Research Bischoff et al. Versus Helical Mode for Coronary CTA Cardiopulmonary Imaging Original Research Bernhard Bischoff 1 Franziska Hein 1 Tanja Meyer 1 Markus Krebs

More information

Cardiac CT for Risk Assessment: Do we need to look beyond Coronary Artery Calcification

Cardiac CT for Risk Assessment: Do we need to look beyond Coronary Artery Calcification Cardiac CT for Risk Assessment: Do we need to look beyond Coronary Artery Calcification Matthew Budoff, MD, FACC, FAHA Professor of Medicine Director, Cardiac CT Harbor-UCLA Medical Center, Torrance, CA

More information

Calcium is a chemical element that is essential for living organisms.

Calcium is a chemical element that is essential for living organisms. 1 of 8 9/28/2015 9:04 AM Home About me Health and Nutrition Diet General Health Heart Disease August 19, 2014 By Axel F. Sigurdsson MD 259 Comments Like Share 82 Calcium is a chemical element that is essential

More information

The diagnostic evaluation of dual-source CT (DSCT) in the diagnosis of coronary artery stenoses

The diagnostic evaluation of dual-source CT (DSCT) in the diagnosis of coronary artery stenoses Original Article Open Access The diagnostic evaluation of dual-source CT (DSCT) in the diagnosis of coronary artery stenoses Ziqiao Lei 1, Jin Gu 2, Qing Fu 3, Heshui Shi 4, Haibo Xu 5, Ping Han 6, Jianming

More information

Journal of the American College of Cardiology Vol. 57, No. 24, by the American College of Cardiology Foundation ISSN /$36.

Journal of the American College of Cardiology Vol. 57, No. 24, by the American College of Cardiology Foundation ISSN /$36. Journal of the American College of Cardiology Vol. 57, No. 24, 2011 2011 by the American College of Cardiology Foundation ISSN 0735-1097/$36.00 Published by Elsevier Inc. doi:10.1016/j.jacc.2010.12.043

More information

The radiation dose in retrospective

The radiation dose in retrospective The radiation dose in retrospective gated tdcoronary computed td tomography (CCT) Saeed AL Ahmari, Ghormallah AL Zahrani, Sumiah AL Helali, Samir AL Dulikan, Abdullah Bafagih, HibaKhashojji Prince Sultan

More information

Zurich Open Repository and Archive

Zurich Open Repository and Archive University of Zurich Zurich Open Repository and Archive Winterthurerstr. 190 CH-8057 Zurich http://www.zora.uzh.ch Year: 2008 Combining dual-source computed tomography coronary angiography and calcium

More information

Perspectives of new imaging techniques for patients with known or suspected coronary artery disease

Perspectives of new imaging techniques for patients with known or suspected coronary artery disease Perspectives of new imaging techniques for patients with known or suspected coronary artery disease Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands Correspondence: Jeroen

More information

ESC CONGRESS 2010 Stockholm, august 28 september 1, 2010

ESC CONGRESS 2010 Stockholm, august 28 september 1, 2010 ESC CONGRESS 2010 Stockholm, august 28 september 1, 2010 CORONARY ARTERY DISEASE AND NUCLEAR IMAGING: AN UPDATE PERFUSION SCINTIGRAPHY IN HIGH-RISK ASYMPTOMATIC PATIENTS Pasquale Perrone Filardi Federico

More information

ORIGINAL ARTICLE. Ischemic Heart Disease LEE JH et al.

ORIGINAL ARTICLE. Ischemic Heart Disease LEE JH et al. 2356 LEE JH et al. Circulation Journal ORIGINAL ARTICLE Official Journal of the Japanese Circulation Society http://www.j-circ.or.jp Ischemic Heart Disease Warranty Period of Zero Coronary Artery Calcium

More information

Multidetector CT Angiography for the Detection of Left Main Coronary Artery Disease. Rani K. Hasan, M.D. Intro to Clinical Research July 22 nd, 2011

Multidetector CT Angiography for the Detection of Left Main Coronary Artery Disease. Rani K. Hasan, M.D. Intro to Clinical Research July 22 nd, 2011 Multidetector CT Angiography for the Detection of Left Main Coronary Artery Disease Rani K. Hasan, M.D. Intro to Clinical Research July 22 nd, 2011 Outline Background Hypothesis Study Population Methodology

More information

Research Article. Open Access. Jin-Da WANG, Hua-Wei ZHANG, Qian XIN, Jun-Jie YANG, Zhi-Jun SUN, Hong-Bin LIU, Lian CHEN, Luo-Shan DU, Yun-Dai CHEN

Research Article. Open Access. Jin-Da WANG, Hua-Wei ZHANG, Qian XIN, Jun-Jie YANG, Zhi-Jun SUN, Hong-Bin LIU, Lian CHEN, Luo-Shan DU, Yun-Dai CHEN Journal of Geriatric Cardiology (2014) 11: 39 43 2014 JGC All rights reserved; www.jgc301.com Research Article Open Access Safety and efficacy of intravenous esmolol before prospective electrocardiogram-triggered

More information

Khurram Nasir, MD MPH

Khurram Nasir, MD MPH Non-invasive CAD Screening Khurram Nasir, MD MPH Disclosures I have no relevant commercial relationships to disclose, and my presentation will not include off label or unapproved usage. HOW & WHAT WOULD

More information

BENEFIT APPLICATION BLUECARD/NATIONAL ACCOUNT ISSUES

BENEFIT APPLICATION BLUECARD/NATIONAL ACCOUNT ISSUES Medical Policy Medical Policy MP 6.01.03 BCBSA Ref. Policy: 6.01.03 Last Review: 09/19/2018 Effective Date: 09/19/2018 Section: Medicine Related Policies 9.01.502 Experimental / Investigational Services

More information

Effect of dose reduction on image quality and diagnostic performance in coronary computed tomography angiography

Effect of dose reduction on image quality and diagnostic performance in coronary computed tomography angiography Int J Cardiovasc Imaging (2013) 29:453 461 DOI 10.1007/s10554-012-0096-3 ORIGINAL PAPER Effect of dose reduction on image quality and diagnostic performance in coronary computed tomography angiography

More information

ORIGINAL ARTICLE. Mater Dei Hospital, Belo Horizonte, MG, Brazil. School of Medicine, Faculdade de Saúde e Ecologia Humana, Vespasiano, MG, Brasil

ORIGINAL ARTICLE. Mater Dei Hospital, Belo Horizonte, MG, Brazil. School of Medicine, Faculdade de Saúde e Ecologia Humana, Vespasiano, MG, Brasil ORIGINAL ARTICLE Cardiology Journal 2015, Vol. 22, No. 3, 330 335 DOI: 10.5603/CJ.a2014.0084 Copyright 2015 Via Medica ISSN 1897 5593 Role of coronary artery calcium score for risk stratification in patients

More information

Journal of the American College of Cardiology Vol. 50, No. 11, by the American College of Cardiology Foundation ISSN /07/$32.

Journal of the American College of Cardiology Vol. 50, No. 11, by the American College of Cardiology Foundation ISSN /07/$32. Journal of the American College of Cardiology Vol. 50, No. 11, 2007 2007 by the American College of Cardiology Foundation ISSN 0735-1097/07/$32.00 Published by Elsevier Inc. doi:10.1016/j.jacc.2007.05.035

More information

Sixty four slice Computed Tomography Scan (64-slice

Sixty four slice Computed Tomography Scan (64-slice Kathmandu University Medical Journal (2008), Vol. 6, No. 2, Issue 22, 257-261 Review Article 64-Slice CT Scan in Kathmandu Medical College Teaching Hospital Karki D 1, Neopane A 2, Regmi S 3, Acharya S

More information

Journal of the American College of Cardiology Vol. 58, No. 24, by the American College of Cardiology Foundation ISSN /$36.

Journal of the American College of Cardiology Vol. 58, No. 24, by the American College of Cardiology Foundation ISSN /$36. Journal of the American College of Cardiology Vol. 58, No. 24, 2011 2011 by the American College of Cardiology Foundation ISSN 0735-1097/$36.00 Published by Elsevier Inc. doi:10.1016/j.jacc.2011.10.851

More information

Routine low-radiation-dose coronary computed tomography angiography

Routine low-radiation-dose coronary computed tomography angiography European Heart Journal Supplements (2014) 16 (Supplement B), B12 B16 The Heart of the Matter doi:10.1093/eurheartj/suu024 Routine low-radiation-dose coronary computed tomography angiography Mouaz H. Al-Mallah

More information

CVD risk assessment using risk scores in primary and secondary prevention

CVD risk assessment using risk scores in primary and secondary prevention CVD risk assessment using risk scores in primary and secondary prevention Raul D. Santos MD, PhD Heart Institute-InCor University of Sao Paulo Brazil Disclosure Honoraria for consulting and speaker activities

More information

Triple Rule-out using 320-row-detector volume MDCT: A comparison of the wide volume and helical modes

Triple Rule-out using 320-row-detector volume MDCT: A comparison of the wide volume and helical modes Triple Rule-out using 320-row-detector volume MDCT: A comparison of the wide volume and helical modes Poster No.: C-0488 Congress: ECR 2012 Type: Authors: Keywords: DOI: Scientific Exhibit E.-J. Kang,

More information

Potential recommendations for CT coronary angiography in athletes

Potential recommendations for CT coronary angiography in athletes Potential recommendations for CT coronary angiography in athletes B.K. Velthuis Dept. of Radiology UMC Utrecht, the Netherlands EuroPRevent 15 April 2011 Declaration of interest Philips Medical Systems

More information

Coronary Artery Calcium. Vimal Ramjee, MD FACC The Chattanooga Heart Institute

Coronary Artery Calcium. Vimal Ramjee, MD FACC The Chattanooga Heart Institute Coronary Artery Calcium Vimal Ramjee, MD FACC The Chattanooga Heart Institute Disclosures I have no conflicts of interest to disclose. Objectives Recognize the utility of coronary artery calcium scoring

More information

CT Perfusion. U. Joseph Schoepf, MD, FAHA, FSCBT MR, FSCCT Professor of Radiology, Medicine, and Pediatrics Director of Cardiovascular Imaging

CT Perfusion. U. Joseph Schoepf, MD, FAHA, FSCBT MR, FSCCT Professor of Radiology, Medicine, and Pediatrics Director of Cardiovascular Imaging CT Perfusion U. Joseph Schoepf, MD, FAHA, FSCBT MR, FSCCT Professor of Radiology, Medicine, and Pediatrics Director of Cardiovascular Imaging Disclosures Consultant for / research support from Bayer Bracco

More information

Epicardial fat volume as a predictor of coronary vulnerable plaques using cardiac computed tomography in the patients with zero calcium score

Epicardial fat volume as a predictor of coronary vulnerable plaques using cardiac computed tomography in the patients with zero calcium score ESC Congress 2011 Epicardial fat volume as a predictor of coronary vulnerable plaques using cardiac computed tomography in the patients with zero calcium score K. Harada, N. Terada, A. Okada, M. Shigekiyo,

More information

Department of Cardiology, Grosshadern Clinic, University of Munich, Marchioninistrasse 15, Munich, Germany. Department of Cardiology,

Department of Cardiology, Grosshadern Clinic, University of Munich, Marchioninistrasse 15, Munich, Germany. Department of Cardiology, Eur Radiol (2002) 12:1532 1540 DOI 10.1007/s00330-002-1394-2 CARDIAC B. Ohnesorge T. Flohr R. Fischbach A. F. Kopp A. Knez S. Schröder U. J. Schöpf A. Crispin E. Klotz M. F. Reiser C. R. Becker Reproducibility

More information

New Paradigms in Predicting CVD Risk

New Paradigms in Predicting CVD Risk New Paradigms in Predicting CVD Risk Imaging as an Integrator of Lifetime Risk Exposure Michael J. Blaha MD MPH Presented by: Michael J. Blaha September 24, 2014 1 Talk Outline Risk factors vs. Disease

More information