Assessment of coronary artery calcium scoring to guide statin therapy allocation according to risk-enhancing factors: The multi-ethnic study of atherosclerosis

Jaideep Patel, Vincent A. Pallazola, Ramzi Dudum, Philip Greenland, John W. McEvoy, Roger S. Blumenthal, Salim S. Virani, Michael D. Miedema, Steven Shea, Joseph Yeboah, Antonio Abbate, William G. Hundley, Amy B. Karger, Michael Y. Tsai, Vasanth Sathiyakumar, Oluseye Ogunmoroti, Mary Cushman, Nazir Savji, Kiang Liu, Khurram NasirMichael J. Blaha, Seth S. Martin, Mahmoud Al Rifai

Research output: Contribution to journalArticlepeer-review

52 Scopus citations


Importance: The 2018 American Heart Association/American College of Cardiology Guideline on the Management of Blood Cholesterol recommends the use of risk-enhancing factor assessment and the selective use of coronary artery calcium (CAC) scoring to guide the allocation of statin therapy among individuals with an intermediate risk of atherosclerotic cardiovascular disease (ASCVD).

Objective: To examine the association between risk-enhancing factors and incident ASCVD by CAC burden among those at intermediate risk of ASCVD.

Design, Setting, and Participants: The Multi-Ethnic Study of Atherosclerosis is a multicenter population-based prospective cross-sectional study conducted in the US. Baseline data for the present study were collected between July 15, 2000, and July 14, 2002, and follow-up for incident ASCVD events was ascertained through August 20, 2015. Participants were aged 45 to 75 years with no clinical ASCVD or diabetes at baseline, were at intermediate risk of ASCVD (≥7.5% to <20.0%), and had a low-density lipoprotein cholesterol level of 70 to 189 mg/dL.

Exposures: Family history of premature ASCVD, premature menopause, metabolic syndrome, chronic kidney disease, lipid and inflammatory biomarkers, and low ankle-brachial index.

Main Outcomes and Measures: Incident ASCVD over a median follow-up of 12.0 years.

Results: A total of 1688 participants (mean [SD] age, 65 [6] years; 976 men [57.8%]). Of those, 648 individuals (38.4%) were White, 562 (33.3%) were Black, 305 (18.1%) were Hispanic, and 173 (10.2%) were Chinese American. A total of 722 participants (42.8%) had a CAC score of 0. Among those with 1 to 2 risk-enhancing factors vs those with 3 or more risk-enhancing factors, the prevalence of a CAC score of 0 was 45.7% vs 40.3%, respectively. Over a median follow-up of 12.0 years (interquartile range [IQR], 11.5-12.6 years), the unadjusted incidence rate of ASCVD among those with a CAC score of 0 was less than 7.5 events per 1000 person-years for all individual risk-enhancing factors (with the exception of ankle-brachial index, for which the incidence rate was 10.4 events per 1000 person-years [95% CI, 1.5-73.5]) and combinations of risk-enhancing factors, including participants with 3 or more risk-enhancing factors. Although the individual and composite addition of risk-enhancing factors to the traditional risk factors was associated with improvement in the area under the receiver operating curve, the use of CAC scoring was associated with the greatest improvement in the C statistic (0.633 vs 0.678) for ASCVD events. For incident ASCVD, the net reclassification improvement for CAC was 0.067.

Conclusions and Relevance: In this cross-sectional study, among participants with CAC scores of 0, the presence of risk-enhancing factors was generally not associated with an overall ASCVD risk that was higher than the recommended treatment threshold for the initiation of statin therapy. The use of CAC scoring was associated with significant improvements in the reclassification and discrimination of incident ASCVD. The results of this study support the utility of CAC scoring as an adjunct to risk-enhancing factor assessment to more accurately classify individuals with an intermediate risk of ASCVD who might benefit from statin therapy.

Original languageEnglish (US)
Pages (from-to)1161-1170
Number of pages10
JournalJAMA Cardiology
Issue number10
StatePublished - Oct 2021


  • Aged
  • Aged, 80 and over
  • Atherosclerosis/drug therapy
  • Calcium/metabolism
  • Coronary Artery Disease/drug therapy
  • Coronary Vessels/diagnostic imaging
  • Cross-Sectional Studies
  • Ethnicity
  • Female
  • Humans
  • Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use
  • Incidence
  • Male
  • Middle Aged
  • Prospective Studies
  • Risk Assessment/methods
  • Risk Factors
  • Vascular Calcification/drug therapy

ASJC Scopus subject areas

  • Cardiology and Cardiovascular Medicine


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