|
|
||||||||||
|
J Am Coll Cardiol, 2005; 46:158-165, doi:10.1016/j.jacc.2005.02.088 © 2005 by the American College of Cardiology Foundation |
Research Department, St. Francis Hospital, Roslyn, New York.
Manuscript received December 28, 2004; revised manuscript received February 17, 2005, accepted February 22, 2005.
* Reprint requests and correspondence: Dr. Alan D. Guerci, St. Francis Hospital, 100 Port Washington Boulevard, Roslyn, New York 11576. (Email: alan.guerci{at}chsli.org).
OBJECTIVES: The purpose of this study was to determine the prognostic accuracy of electron beam computed tomographic (CT) scanning of the coronary arteries and the relationship of coronary calcification to standard coronary disease risk factors and C-reactive protein (CRP) in the prediction of atherosclerotic cardiovascular disease (ASCVD) events in apparently healthy middle-age persons.
BACKGROUND: As a screening test for coronary artery disease (CAD), electron beam CT scanning remains controversial.
METHODS: In a prospective, population-based study, 4,903 asymptomatic persons age 50 to 70 years underwent electron beam CT scanning of the coronary arteries.
RESULTS: At 4.3 years, follow-up was available in 4,613 participants (94%), and 119 had sustained at least one ASCVD event. Subjects with ASCVD events had higher baseline coronary calcium scores (median [interquartile range], Agatston method) than those without events: 384 (127, 800) versus 10 (0, 86) (p < 0.0001). For coronary calcium score threshold
100 versus <100, relative risk (95% confidence interval) was 9.6 (6.7 to 13.9) for all ASCVD events, 11.1 (7.3 to 16.7) for all CAD events, and 9.2 (4.9 to 17.3) for non-fatal myocardial infarction and death. The coronary calcium score predicted CAD events independently of standard risk factors and CRP (p = 0.004), was superior to the Framingham risk index in the prediction of events (area under the receiver-operating characteristic curve of 0.79 ± 0.03 vs. 0.69 ± 0.03, p = 0.0006), and enhanced stratification of those falling into the Framingham categories of low, intermediate, and high risk (p < 0.0001).
CONCLUSIONS: The electron beam CT coronary calcium score predicts CAD events independent of standard risk factors, more accurately than standard risk factors and CRP, and refines Framingham risk stratification.
| |||||||||||
Related Article
J. Am. Coll. Cardiol. 2005 46: 173-175.
This article has been cited by other articles:
![]() |
R. S. Elkeles, I. F. Godsland, M. D. Feher, M. B. Rubens, M. Roughton, F. Nugara, S. E. Humphries, W. Richmond, M. D. Flather, and for the PREDICT Study Group Coronary calcium measurement improves prediction of cardiovascular events in asymptomatic patients with type 2 diabetes: the PREDICT study Eur. Heart J., September 2, 2008; 29(18): 2244 - 2251. [Abstract] [Full Text] [PDF] |
||||
![]() |
E.-K. Choi, S. I. Choi, J. J. Rivera, K. Nasir, S.-A. Chang, E. J. Chun, H.-K. Kim, D.-J. Choi, R. S. Blumenthal, and H.-J. Chang Coronary Computed Tomography Angiography as a Screening Tool for the Detection of Occult Coronary Artery Disease in Asymptomatic Individuals J. Am. Coll. Cardiol., July 29, 2008; 52(5): 357 - 365. [Abstract] [Full Text] [PDF] |
||||
![]() |
Ankle Brachial Index Collaboration Ankle Brachial Index Combined With Framingham Risk Score to Predict Cardiovascular Events and Mortality: A Meta-analysis JAMA, July 9, 2008; 300(2): 197 - 208. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. L. Kelly, D. Thickman, S. D. Abramson, P. R. Chen, S. F. Smazal, M. J. Fleishman, and S. C. Lingam Coronary CT Angiography Findings in Patients Without Coronary Calcification Am. J. Roentgenol., July 1, 2008; 191(1): 50 - 55. [Abstract] [Full Text] [PDF] |
||||
![]() |
E. R. Brown, R. A. Kronmal, D. A. Bluemke, A. D. Guerci, J. J. Carr, J. Goldin, and R. Detrano Coronary Calcium Coverage Score: Determination, Correlates, and Predictive Accuracy in the Multi-Ethnic Study of Atherosclerosis Radiology, June 1, 2008; 247(3): 669 - 675. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. See, J. B. Lindsey, M. J. Patel, C. R. Ayers, A. Khera, D. K. McGuire, S. M. Grundy, and J. A. de Lemos Application of the Screening for Heart Attack Prevention and Education Task Force Recommendations to an Urban Population: Observations From the Dallas Heart Study Arch Intern Med, May 26, 2008; 168(10): 1055 - 1062. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. Raggi and M. Kleerekoper Contribution of Bone and Mineral Abnormalities to Cardiovascular Disease in Patients with Chronic Kidney Disease Clin. J. Am. Soc. Nephrol., May 1, 2008; 3(3): 836 - 843. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. Sorajja, A. S. Gami, V. K. Somers, T. R. Behrenbeck, A. Garcia-Touchard, and F. Lopez-Jimenez Independent Association Between Obstructive Sleep Apnea and Subclinical Coronary Artery Disease Chest, April 1, 2008; 133(4): 927 - 933. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. Greenland and R. O. Bonow How Low-Risk Is a Coronary Calcium Score of Zero?: The Importance of Conditional Probability Circulation, April 1, 2008; 117(13): 1627 - 1629. [Full Text] [PDF] |
||||
![]() |
R. Detrano, A. D. Guerci, J. J. Carr, D. E. Bild, G. Burke, A. R. Folsom, K. Liu, S. Shea, M. Szklo, D. A. Bluemke, et al. Coronary Calcium as a Predictor of Coronary Events in Four Racial or Ethnic Groups N. Engl. J. Med., March 27, 2008; 358(13): 1336 - 1345. [Abstract] [Full Text] [PDF] |
||||
![]() |
W. S. Weintraub and G. A. Diamond Predicting Cardiovascular Events with Coronary Calcium Scoring N. Engl. J. Med., March 27, 2008; 358(13): 1394 - 1396. [Full Text] [PDF] |
||||
![]() |
I. Gottlieb and J. A.C. Lima Screening High-Risk Patients With Computed Tomography Angiography Circulation, March 11, 2008; 117(10): 1318 - 1332. [Full Text] [PDF] |
||||
![]() |
C. M. Kramer All High-Risk Patients Should Not Be Screened With Computed Tomographic Angiography Circulation, March 11, 2008; 117(10): 1333 - 1339. [Full Text] [PDF] |
||||
![]() |
K-K Lau, Y-H Chan, K-H Yiu, S Tam, S-W Li, C-P Lau, and H-F Tse Incremental predictive value of vascular assessments combined with the Framingham Risk Score for prediction of coronary events in subjects of low-intermediate risk Postgrad. Med. J., March 1, 2008; 84(989): 153 - 157. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Schroeder, S. Achenbach, F. Bengel, C. Burgstahler, F. Cademartiri, P. de Feyter, R. George, P. Kaufmann, A. F. Kopp, J. Knuuti, et al. Cardiac computed tomography: indications, applications, limitations, and training requirements: Report of a Writing Group deployed by the Working Group Nuclear Cardiology and Cardiac CT of the European Society of Cardiology and the European Council of Nuclear Cardiology Eur. Heart J., February 2, 2008; 29(4): 531 - 556. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Winzenberg and G. Jones Recommended Calcium Intakes in Children: Have We Set the Bar Too High? IBMS BoneKEy, February 1, 2008; 5(2): 59 - 68. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Stern Are We Getting Nearer to Screening for Atherosclerosis? Circulation, January 1, 2008; 117(1): 122 - 126. [Full Text] [PDF] |
||||
![]() |
S. R. Preis and C. J. O'Donnell Coronary Heart Disease Risk Assessment by Traditional Risk Factors and Newer Subclinical Disease Imaging: Is a "One-Size-Fits-All" Approach the Best Option? Arch Intern Med, December 10, 2007; 167(22): 2399 - 2401. [Full Text] [PDF] |
||||
![]() |
A. Simon, G. Chironi, and J. Levenson Comparative performance of subclinical atherosclerosis tests in predicting coronary heart disease in asymptomatic individuals Eur. Heart J., December 2, 2007; 28(24): 2967 - 2971. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Erbel, S. Mohlenkamp, G. Kerkhoff, T. Budde, and A. Schmermund Non-invasive screening for coronary artery disease: calcium scoring Heart, December 1, 2007; 93(12): 1620 - 1629. [Full Text] [PDF] |
||||
![]() |
F. Bogazzi, L. Battolla, C. Spinelli, G. Rossi, S. Gavioli, V. Di Bello, C. Cosci, C. Sardella, D. Volterrani, E. Talini, et al. Risk Factors for Development of Coronary Heart Disease in Patients with Acromegaly: A Five-Year Prospective Study J. Clin. Endocrinol. Metab., November 1, 2007; 92(11): 4271 - 4277. [Abstract] [Full Text] [PDF] |
||||
![]() |
O. W Nielsen and A. Sajadieh Diagnosing left ventricular hypertrophy in arterial hypertension BMJ, October 6, 2007; 335(7622): 681 - 682. [Full Text] [PDF] |
||||
![]() |
K. Nasir, L. J. Shaw, S. T. Liu, S. R. Weinstein, T. R. Mosler, P. R. Flores, F. R. Flores, P. Raggi, D. S. Berman, R. S. Blumenthal, et al. Ethnic Differences in the Prognostic Value of Coronary Artery Calcification for All-Cause Mortality J. Am. Coll. Cardiol., September 4, 2007; 50(10): 953 - 960. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. A. Rumberger The Ethnic Rosetta Stone: Translating Risk Factors, Plaque Scores, and Mortality J. Am. Coll. Cardiol., September 4, 2007; 50(10): 961 - 963. [Full Text] [PDF] |
||||
![]() |
T. Schepis, O. Gaemperli, P. Koepfli, M. Namdar, I. Valenta, H. Scheffel, S. Leschka, L. Husmann, F. R. Eberli, T. F. Luscher, et al. Added Value of Coronary Artery Calcium Score as an Adjunct to Gated SPECT for the Evaluation of Coronary Artery Disease in an Intermediate-Risk Population J. Nucl. Med., September 1, 2007; 48(9): 1424 - 1430. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. Nasir, M. J. Budoff, N. D. Wong, M. Scheuner, D. Herrington, D. K. Arnett, M. Szklo, P. Greenland, and R. S. Blumenthal Family History of Premature Coronary Heart Disease and Coronary Artery Calcification: Multi-Ethnic Study of Atherosclerosis (MESA) Circulation, August 7, 2007; 116(6): 619 - 626. [Abstract] [Full Text] [PDF] |
||||
![]() |
B. Hoffmann, S. Moebus, S. Mohlenkamp, A. Stang, N. Lehmann, N. Dragano, A. Schmermund, M. Memmesheimer, K. Mann, R. Erbel, et al. Residential Exposure to Traffic Is Associated With Coronary Atherosclerosis Circulation, July 31, 2007; 116(5): 489 - 496. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. A. Kronmal, R. L. McClelland, R. Detrano, S. Shea, J. A. Lima, M. Cushman, D. E. Bild, and G. L. Burke Risk Factors for the Progression of Coronary Artery Calcification in Asymptomatic Subjects: Results From the Multi-Ethnic Study of Atherosclerosis (MESA) Circulation, May 29, 2007; 115(21): 2722 - 2730. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. Nasir, M. J. Budoff, L. J. Shaw, and R. S. Blumenthal Value of Multislice Computed Tomography Coronary Angiography in Suspected Coronary Artery Disease J. Am. Coll. Cardiol., May 22, 2007; 49(20): 2070 - 2071. [Full Text] [PDF] |
||||
![]() |
A. D. Guerci The Prognostic Accuracy of Coronary Calcification J. Am. Coll. Cardiol., May 8, 2007; 49(18): 1871 - 1873. [Full Text] [PDF] |
||||
![]() |
M. J. Budoff, L. J. Shaw, S. T. Liu, S. R. Weinstein, T. P. Mosler, P. H. Tseng, F. R. Flores, T. Q. Callister, P. Raggi, and D. S. Berman Long-Term Prognosis Associated With Coronary Calcification: Observations From a Registry of 25,253 Patients J. Am. Coll. Cardiol., May 8, 2007; 49(18): 1860 - 1870. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. J. Bax, S. E. Inzucchi, R. O. Bonow, J. D. Schuijf, M. R. Freeman, E. J. Barrett, and on behalf of the Global Dialogue Group for the Eva Cardiac Imaging for Risk Stratification in Diabetes Diabetes Care, May 1, 2007; 30(5): 1295 - 1304. [Full Text] [PDF] |
||||
![]() |
T. Schlosser, P. Hunold, T. Voigtlander, A. Schmermund, and J. Barkhausen Coronary Artery Calcium Scoring: Influence of Reconstruction Interval and Reconstruction Increment Using 64-MDCT Am. J. Roentgenol., April 1, 2007; 188(4): 1063 - 1068. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Rozanski, H. Gransar, N. D. Wong, L. J. Shaw, R. Miranda-Peats, D. Polk, S. W. Hayes, J. D. Friedman, and D. S. Berman Clinical Outcomes After Both Coronary Calcium Scanning and Exercise Myocardial Perfusion Scintigraphy J. Am. Coll. Cardiol., March 27, 2007; 49(12): 1352 - 1361. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. F. Di Carli and R. Hachamovitch New Technology for Noninvasive Evaluation of Coronary Artery Disease Circulation, March 20, 2007; 115(11): 1464 - 1480. [Full Text] [PDF] |
||||
![]() |
W. Post, L. F. Bielak, K. A. Ryan, Y.-C. Cheng, H. Shen, J. A. Rumberger, P. F. Sheedy II, A. R. Shuldiner, P. A. Peyser, and B. D. Mitchell Determinants of Coronary Artery and Aortic Calcification in the Old Order Amish Circulation, February 13, 2007; 115(6): 717 - 724. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. Greenland, R. O. Bonow, B. H. Brundage, M. J. Budoff, M. J. Eisenberg, S. M. Grundy, M. S. Lauer, W. S. Post, P. Raggi, R. F. Redberg, et al. ACCF/AHA 2007 Clinical Expert Consensus Document on Coronary Artery Calcium Scoring By Computed Tomography in Global Cardiovascular Risk Assessment and in Evaluation of Patients With Chest Pain: A Report of the American College of Cardiology Foundation Clinical Expert Consensus Task Force (ACCF/AHA Writing Committee to Update the 2000 Expert Consensus Document on Electron Beam Computed Tomography) Developed in Collaboration With the Society of Atherosclerosis Imaging and Prevention and the Society of Cardiovascular Computed Tomography J. Am. Coll. Cardiol., January 23, 2007; 49(3): 378 - 402. [Full Text] [PDF] |
||||
![]() |
J J Bax, R S Beanlands, F J Klocke, J Knuuti, A A Lammertsma, M A Schaefers, H R Schelbert, G K Von Schulthess, L J Shaw, G Z Yang, et al. Diagnostic and clinical perspectives of fusion imaging in cardiology: is the total greater than the sum of its parts? Heart, January 1, 2007; 93(1): 16 - 22. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. J. Gibbons, P. A. Araoz, and E. E. Williamson The Year in Cardiac Imaging J. Am. Coll. Cardiol., December 5, 2006; 48(11): 2324 - 2339. [Full Text] [PDF] |
||||
![]() |
S. S. Gidding, C. A. McMahan, H. C. McGill, L. A. Colangelo, P. J. Schreiner, O. D. Williams, and K. Liu Prediction of Coronary Artery Calcium in Young Adults Using the Pathobiological Determinants of Atherosclerosis in Youth (PDAY) Risk Score: The CARDIA Study Arch Intern Med, November 27, 2006; 166(21): 2341 - 2347. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. J. Budoff, S. Achenbach, R. S. Blumenthal, J. J. Carr, J. G. Goldin, P. Greenland, A. D. Guerci, J. A.C. Lima, D. J. Rader, G. D. Rubin, et al. Assessment of Coronary Artery Disease by Cardiac Computed Tomography: A Scientific Statement From the American Heart Association Committee on Cardiovascular Imaging and Intervention, Council on Cardiovascular Radiology and Intervention, and Committee on Cardiac Imaging, Council on Clinical Cardiology Circulation, October 17, 2006; 114(16): 1761 - 1791. [Full Text] [PDF] |
||||
![]() |
T. K Mittal, M. Barbir, and M. Rubens Role of computed tomography in risk assessment for coronary heart disease. Postgrad. Med. J., October 1, 2006; 82(972): 664 - 671. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Simon, G. Chironi, and J. Levenson Performance of Subclinical Arterial Disease Detection as a Screening Test for Coronary Heart Disease Hypertension, September 1, 2006; 48(3): 392 - 396. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. R. Crouse III Thematic review series: Patient-Oriented Research. Imaging atherosclerosis: state of the art J. Lipid Res., August 1, 2006; 47(8): 1677 - 1699. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Schmermund and R. Erbel Letter by Schmermund and Erbel Regarding Article, "Coronary Artery Calcium: Should We Rely on This Surrogate Marker?" Circulation, August 1, 2006; 114(5): e82 - e82. [Full Text] [PDF] |
||||
![]() |
R. F. Redberg Response to Letter Regarding Article, "Coronary Artery Calcium: Should We Rely on This Surrogate Marker?" Circulation, August 1, 2006; 114(5): e83 - e83. [Full Text] [PDF] |
||||
![]() |
J. A. Rumberger Noncardiac Abnormalities in Diagnostic Cardiac Computed Tomography: Within Normal Limits or We Never Looked! J. Am. Coll. Cardiol., July 18, 2006; 48(2): 407 - 408. [Full Text] [PDF] |
||||
![]() |
M. J. Budoff Prevalence of Soft Plaque Detection With Computed Tomography J. Am. Coll. Cardiol., July 18, 2006; 48(2): 319 - 321. [Full Text] [PDF] |
||||
![]() |
D. S. Berman, R. Hachamovitch, L. J. Shaw, J. D. Friedman, S. W. Hayes, L. E.J. Thomson, D. S. Fieno, G. Germano, N. D. Wong, X. Kang, et al. Roles of Nuclear Cardiology, Cardiac Computed Tomography, and Cardiac Magnetic Resonance: Noninvasive Risk Stratification and a Conceptual Framework for the Selection of Noninvasive Imaging Tests in Patients with Known or Suspected Coronary Artery Disease J. Nucl. Med., July 1, 2006; 47(7): 1107 - 1118. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. M. Moe and G. M. Chertow The Case against Calcium-Based Phosphate Binders Clin. J. Am. Soc. Nephrol., July 1, 2006; 1(4): 697 - 703. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. D. Guerci and D. Newstein Reply J. Am. Coll. Cardiol., June 6, 2006; 47(11): 2340 - 2340. [Full Text] [PDF] |
||||
![]() |
A. Boyar Sensitivity and Specificity Versus Calcium Score in the St. Francis Heart Study J. Am. Coll. Cardiol., June 6, 2006; 47(11): 2339 - 2340. [Full Text] [PDF] |
||||
![]() |
M. A. Whooley Mind your heart. Ann Intern Med, June 6, 2006; 144(11): 858 - 860. [Full Text] [PDF] |
||||
![]() |
P. G. O'Malley Atherosclerosis imaging of asymptomatic individuals: is the sales cart before the evidence horse? Arch Intern Med, May 22, 2006; 166(10): 1065 - 1068. [Full Text] [PDF] |
||||
![]() |
P. Raggi Noninvasive imaging of atherosclerosis among asymptomatic individuals. Arch Intern Med, May 22, 2006; 166(10): 1068 - 1071. [Full Text] [PDF] |
||||
![]() |
R. S. Vasan Biomarkers of Cardiovascular Disease: Molecular Basis and Practical Considerations Circulation, May 16, 2006; 113(19): 2335 - 2362. [Full Text] [PDF] |
||||
![]() |
L. L. Yan, K. Liu, M. L. Daviglus, L. A. Colangelo, C. I. Kiefe, S. Sidney, K. A. Matthews, and P. Greenland Education, 15-year risk factor progression, and coronary artery calcium in young adulthood and early middle age: the Coronary Artery Risk Development in Young Adults study. JAMA, April 19, 2006; 295(15): 1793 - 1800. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. J. Shaw, P. Raggi, T. Q. Callister, and D. S. Berman Prognostic value of coronary artery calcium screening in asymptomatic smokers and non-smokers Eur. Heart J., April 2, 2006; 27(8): 968 - 975. [Abstract] [Full Text] [PDF] |
||||
![]() |