Quantification of coronary artery calcium on the basis of dual-energy coronary CT angiography.

PURPOSE To evaluate the feasibility of using virtual noncontrast material-enhanced (VNC) computed tomographic (CT) series derived from dual-energy CT imaging studies for coronary artery calcium quantification. MATERIALS AND METHODS This HIPAA-compliant study was institutional review board approved; all patients provided written informed consent. Thirty-six patients prospectively underwent noncontrast-enhanced CT calcium scoring followed by coronary CT angiography performed in dual-energy mode. By using different reconstruction algorithms, three VNC series were generated and evaluated for noise and efficiency of virtual iodine removal. Two readers independently quantified calcium on VNC images and true noncontrast-enhanced conventional calcium scoring series. A leave-one-out cross validation was used to assess the accuracy of calcium score prediction from VNC series by means of linear regression. RESULTS CT value histograms of the VNC series closely resembled the profile in the true noncontrast-enhanced series. There was excellent correlation between calcium volumes on the VNC series and true noncontrast-enhanced series on a per-patient (r = 0.94, P < .001, n = 36) and per-vessel (r = 0.94, 0.91, and 0.92 for the three coronary arteries, all P < .001, n = 36 each) level. The ability of a linear regression model to predict actual calcium scores from calcium volumes on VNC series was excellent (r = 0.82). Multiethnic Study of Atherosclerosis rankings that were derived from the predicted calcium scores also showed excellent agreement (intraclass correlation coefficient = 0.909). CONCLUSION Coronary artery calcium identification and quantification based on dual-energy coronary CT angiographic studies may obviate the need for dedicated CT calcium scoring studies.

[1]  Bartlett Ms The use of transformations. , 1947 .

[2]  R. Detrano,et al.  Coronary artery calcium score combined with Framingham score for risk prediction in asymptomatic individuals. , 2004, JAMA.

[3]  M. Budoff,et al.  Screening patients with chest pain in the emergency department using electron beam tomography: a follow-up study. , 2001, Journal of the American College of Cardiology.

[4]  J. Seo,et al.  Clinical utility of dual-energy CT in the evaluation of solitary pulmonary nodules: initial experience. , 2008, Radiology.

[5]  H. Alkadhi,et al.  Combining dual-source computed tomography coronary angiography and calcium scoring: added value for the assessment of coronary artery disease , 2007, Heart.

[6]  J. Rumberger,et al.  Long-Term Prognostic Value of Coronary Calcification Detected by Electron-Beam Computed Tomography in Patients Undergoing Coronary Angiography , 2001, Circulation.

[7]  Moyses Szklo,et al.  Coronary calcium as a predictor of coronary events in four racial or ethnic groups. , 2008, The New England journal of medicine.

[8]  M. Reiser,et al.  Material differentiation by dual energy CT: initial experience , 2007, European Radiology.

[9]  William Wijns,et al.  Diagnostic performance of multidetector CT angiography for assessment of coronary artery disease: meta-analysis. , 2007, Radiology.

[10]  K. Stierstorfer,et al.  First performance evaluation of a dual-source CT (DSCT) system , 2006, European Radiology.

[11]  D. Berman,et al.  Prognostic value of cardiac risk factors and coronary artery calcium screening for all-cause mortality. , 2003, Radiology.

[12]  S. Achenbach,et al.  Threshold-dependent variability of coronary artery calcification measurements -- implications for contrast-enhanced multi-detector row-computed tomography. , 2006, European journal of radiology.

[13]  Borut Marincek,et al.  Endoleaks after endovascular abdominal aortic aneurysm repair: detection with dual-energy dual-source CT. , 2008, Radiology.

[14]  U. Schoepf,et al.  Comparison of dual-energy computed tomography of the heart with single photon emission computed tomography for assessment of coronary artery stenosis and of the myocardial blood supply. , 2009, The American journal of cardiology.

[15]  K. Stierstorfer,et al.  Image reconstruction and image quality evaluation for a 64-slice CT scanner with z-flying focal spot. , 2005, Medical physics.

[16]  K. McGraw,et al.  Forming inferences about some intraclass correlation coefficients. , 1996 .

[17]  R. Günther,et al.  Coronary Calcium Scoring Using 16-Row Multislice Computed Tomography: Nonenhanced Versus Contrast-Enhanced Studies In Vitro and In Vivo , 2005, Investigative radiology.

[18]  D. Grönemeyer,et al.  Prognostic value of extensive coronary calcium quantities in symptomatic males--a 5-year follow-up study. , 2003, European heart journal.

[19]  M. Budoff,et al.  Coronary calcium and standard risk factors in symptomatic patients referred for coronary angiography. , 1998, American heart journal.

[20]  Priv.-Doz. Dr. A. Schmermund,et al.  Prognostic value of electron-beam computed tomography-derived coronary calcium scores compared with clinical parameters in patients evaluated for coronary artery disease , 2004, Zeitschrift für Kardiologie.

[21]  Christianne Leidecker,et al.  Dual-energy CT in patients suspected of having renal masses: can virtual nonenhanced images replace true nonenhanced images? , 2009, Radiology.

[22]  Alexander Becker,et al.  Predictive value of coronary calcifications for future cardiac events in asymptomatic individuals. , 2008, American heart journal.

[23]  T. Flohr,et al.  High-Temporal Resolution Dual-Energy Computed Tomography of the Heart Using a Novel Hybrid Image Reconstruction Algorithm: Initial Experience , 2011, Journal of computer assisted tomography.

[24]  Mulugeta Gebregziabher,et al.  Dual-energy CT of the heart for diagnosing coronary artery stenosis and myocardial ischemia-initial experience , 2008, European Radiology.

[25]  W. Bautz,et al.  Right heart: split-bolus injection of diluted contrast medium for visualization at coronary CT angiography. , 2008, Radiology.

[26]  Richard A. Kronmal,et al.  Distribution of Coronary Artery Calcium by Race, Gender, and Age: Results from the Multi-Ethnic Study of Atherosclerosis (MESA) , 2005, Circulation.

[27]  M. Bartlett,et al.  The use of transformations. , 1947, Biometrics.