JACC
HOME SUBSCRIPTIONS CURRENT ISSUE PAST ISSUES CARDIOSOURCE SEARCH HELP FEEDBACK
 QUICK SEARCH:   [advanced]


     


J Am Coll Cardiol, 2007; 49:1860-1870, doi:10.1016/j.jacc.2006.10.079 (Published online 19 April 2007).
© 2007 by the American College of Cardiology Foundation
This Article
Right arrow Figures Only
Right arrow Full Text
Right arrow Full Text (PDF)
Right arrow All Versions of this Article:
j.jacc.2006.10.079v1
49/18/1860    most recent
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Email this article to a friend
Right arrow Related articles in JACC
Right arrow Similar articles in this journal
Right arrow Similar articles in ISI Web of Science
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via ISI Web of Science (20)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Budoff, M. J.
Right arrow Articles by Berman, D. S.
Right arrow Search for Related Content
PubMed
Right arrow Articles by Budoff, M. J.
Right arrow Articles by Berman, D. S.

CLINICAL RESEARCH: CARDIAC IMAGING

Long-Term Prognosis Associated With Coronary Calcification

Observations From a Registry of 25,253 Patients

Matthew J. Budoff, MD*,*,1, Leslee J. Shaw, PhD{dagger}, Sandy T. Liu*, Steven R. Weinstein*, Tristen P. Mosler, Philip H. Tseng*, Ferdinand R. Flores*, Tracy Q. Callister, MD{ddagger}, Paolo Raggi, MD§ and Daniel S. Berman, MD{dagger}

* Harbor-UCLA Los Angeles Biomedical Research Institute, Torrance, California
{dagger} Cedars-Sinai Medical Center, Los Angeles, California
{ddagger} EBT Research Foundation, Nashville, Tennessee
§ Division of Cardiology and Department of Radiology, Emory University, Atlanta, Georgia.

Manuscript received March 6, 2006; revised manuscript received September 18, 2006, accepted October 16, 2006.

* Reprint requests and correspondence: Dr. Matthew J. Budoff, Harbor-UCLA Research and Education Institute, 1124 West Carson Street, RB2, Torrance, California 90502. (Email: mbudoff{at}labiomed.org).

Objectives: The purpose of this study was to develop risk-adjusted multivariable models that include risk factors and coronary artery calcium (CAC) scores measured with electron-beam tomography in asymptomatic patients for the prediction of all-cause mortality.

Background: Several smaller studies have documented the efficacy of CAC testing for assessment of cardiovascular risk. Larger studies with longer follow-up will lend strength to the hypothesis that CAC testing will improve outcomes, cost-effectiveness, and safety of primary prevention efforts.

Methods: We used an observational outcome study of a cohort of 25,253 consecutive, asymptomatic individuals referred by their primary physician for CAC scanning to assess cardiovascular risk. Multivariable Cox proportional hazards models were developed to predict all-cause mortality. Risk-adjusted models incorporated traditional risk factors for coronary disease and CAC scores.

Results: The frequency of CAC scores was 44%, 14%, 20%, 13%, 6%, and 4% for scores of 0, 1 to 10, 11 to 100, 101 to 400, 401 to 1,000, and >1,000, respectively. During a mean follow-up of 6.8 ± 3 years, the death rate was 2% (510 deaths). The CAC was an independent predictor of mortality in a multivariable model controlling for age, gender, ethnicity, and cardiac risk factors (model chi-square = 2,017, p < 0.0001). The addition of CAC to traditional risk factors increased the concordance index significantly (0.61 for risk factors vs. 0.81 for the CAC score, p < 0.0001). Risk-adjusted relative risk ratios for CAC were 2.2-, 4.5-, 6.4-, 9.2-, 10.4-, and 12.5-fold for scores of 11 to 100, 101 to 299, 300 to 399, 400 to 699, 700 to 999, and >1,000, respectively (p < 0.0001), when compared with a score of 0. Ten-year survival (after adjustment for risk factors, including age) was 99.4% for a CAC score of 0 and worsened to 87.8% for a score of >1,000 (p < 0.0001).

Conclusions: This large observational data series shows that CAC provides independent incremental information in addition to traditional risk factors in the prediction of all-cause mortality.

Abbreviations and Acronyms
  CAC = coronary artery calcium
  CAD = coronary artery disease
  CHD = coronary heart disease
  CI = confidence interval
  EBT = electron beam tomography
  ROC = receiver-operating characteristic
  RR = risk ratio


Related articles in JACC:

The Prognostic Accuracy of Coronary Calcification
Alan D. Guerci
JACC 2007 49: 1871-1873. [Full Text]  



This article has been cited by other articles:


Home page
J Am Coll CardiolHome page
A. J. Feiring
Footnotes on Critical Limb Ischemia
J. Am. Coll. Cardiol., May 20, 2008; 51(20): 1975 - 1976.
[Full Text] [PDF]


Home page
CirculationHome page
M. P. Schenker, S. Dorbala, E. C. T. Hong, F. J. Rybicki, R. Hachamovitch, R. Y. Kwong, and M. F. Di Carli
Interrelation of Coronary Calcification, Myocardial Ischemia, and Outcomes in Patients With Intermediate Likelihood of Coronary Artery Disease: A Combined Positron Emission Tomography/Computed Tomography Study
Circulation, April 1, 2008; 117(13): 1693 - 1700.
[Abstract] [Full Text] [PDF]


Home page
J Am Coll CardiolHome page
J. Sanz, P. R. Moreno, and V. Fuster
The year in atherothrombosis.
J. Am. Coll. Cardiol., March 4, 2008; 51(9): 944 - 955.
[Full Text] [PDF]


Home page
J Am Coll CardiolHome page
A. N. DeMaria, J. J. Bax, O. Ben-Yehuda, P. Clopton, G. K. Feld, G. S. Ginsburg, B. H. Greenberg, J. D. Knoke, W. Y.W. Lew, J. A.C. Lima, et al.
Highlights of the year in JACC 2007.
J. Am. Coll. Cardiol., January 29, 2008; 51(4): 490 - 512.
[Full Text] [PDF]


Home page
J Am Coll Cardiol ImgHome page
M. Williams, L. J. Shaw, P. Raggi, D. Morris, V. Vaccarino, S. T. Liu, S. R. Weinstein, T. P. Mosler, P. H. Tseng, F. R. Flores, et al.
Prognostic Value of Number and Site of Calcified Coronary Lesions Compared With the Total Score
J. Am. Coll. Cardiol. Img., January 1, 2008; 1(1): 61 - 69.
[Abstract] [Full Text] [PDF]


Home page
CirculationHome page
C. M. Shanahan
Inflammation Ushers in Calcification: A Cycle of Damage and Protection?
Circulation, December 11, 2007; 116(24): 2782 - 2785.
[Full Text] [PDF]


Home page
Arch Intern MedHome page
S. G. Lakoski, P. Greenland, N. D. Wong, P. J. Schreiner, D. M. Herrington, R. A. Kronmal, K. Liu, and R. S. Blumenthal
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)
Arch Intern Med, December 10, 2007; 167(22): 2437 - 2442.
[Abstract] [Full Text] [PDF]


Home page
J Am Coll CardiolHome page
D. V. Anand, E. Lim, D. Darko, P. Bassett, D. Hopkins, D. Lipkin, R. Corder, and A. Lahiri
Determinants of Progression of Coronary Artery Calcification in Type 2 Diabetes: Role of Glycemic Control and Inflammatory/Vascular Calcification Markers
J. Am. Coll. Cardiol., December 4, 2007; 50(23): 2218 - 2225.
[Abstract] [Full Text] [PDF]


Home page
J. Clin. Endocrinol. Metab.Home page
R. Shroff, A. Kerchner, M. Maifeld, E. J. R. Van Beek, D. Jagasia, and A. Dokras
Young Obese Women with Polycystic Ovary Syndrome Have Evidence of Early Coronary Atherosclerosis
J. Clin. Endocrinol. Metab., December 1, 2007; 92(12): 4609 - 4614.
[Abstract] [Full Text] [PDF]


Home page
Am J EpidemiolHome page
R. D. Abbott, H. Ueshima, B. L. Rodriguez, T. Kadowaki, K. H. Masaki, B. J. Willcox, A. Sekikawa, L. H. Kuller, D. Edmundowicz, C. Shin, et al.
Coronary Artery Calcification in Japanese Men in Japan and Hawaii
Am. J. Epidemiol., December 1, 2007; 166(11): 1280 - 1287.
[Abstract] [Full Text] [PDF]


Home page
J Am Coll CardiolHome page
J. J. Mahmarian
Computed Tomography Coronary Angiography as an Anatomic Basis for Risk Stratification: Deja Vu or Something New?
J. Am. Coll. Cardiol., September 18, 2007; 50(12): 1171 - 1173.
[Full Text] [PDF]


Home page
J Am Coll CardiolHome page
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]


Home page
JWatch Emergency Med.Home page
Coronary Artery Calcium Scores Predict Mortality
Journal Watch Emergency Medicine, June 1, 2007; 2007(601): 2 - 2.
[Full Text]


Home page
J Am Coll CardiolHome page
A. D. Guerci
The Prognostic Accuracy of Coronary Calcification
J. Am. Coll. Cardiol., May 8, 2007; 49(18): 1871 - 1873.
[Full Text] [PDF]




HOME SUBSCRIPTIONS CURRENT ISSUE PAST ISSUES CARDIOSOURCE SEARCH HELP FEEDBACK
Copyright © 2007 by the American College of Cardiology Foundation.