Advertisement
Editorial| Volume 16, ISSUE 4, P376-382, July 2022

Download started.

Ok

Statin therapy for primary prevention in women: What is the role for coronary artery calcium?

  • Scott M. Grundy
    Correspondence
    Corresponding author at: Center for Human Nutrition of the University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd., Dallas, TX 75390
    Affiliations
    Departments of Internal Medicine

    Center for Human Nutrition of the University of Texas Southwestern Medical Center at Dallas, United States

    the Veterans Affairs North Texas Healthcare System, Dallas, TX, United States
    Search for articles by this author
  • Gloria Lena Vega
    Affiliations
    Clinical Nutrition

    Center for Human Nutrition of the University of Texas Southwestern Medical Center at Dallas, United States

    the Veterans Affairs North Texas Healthcare System, Dallas, TX, United States
    Search for articles by this author
Open AccessPublished:May 08, 2022DOI:https://doi.org/10.1016/j.jacl.2022.05.001

      Highlights

      • Statins reduce atherosclerotic cardiovascular disease in women and men.
      • Women develop coronary atherosclerosis more slowly than men.
      • About 25% of women are statin eligible, as implied by coronary artery calcium.
      • In most women, CAC should guide treatment decisions.
      • In high-risk women (e.g. severe hypercholesterolemia), CAC scoring is optional.
      By current guidelines, statin treatment decisions depend on multiple risk factor algorithms (e.g., pooled cohort equations [PCEs]). By available PCEs most older middle-aged women are statin eligible. But several studies cast doubt on reliability of available PCEs for ASCVD risk assessment. An alternative method for risk assessment is a coronary artery calcium (CAC) score. Many older women have zero CAC, which equates to low risk for ASCVD; these women can delay statin therapy for several years before re-scanning. When CAC is 1-99 Agatston units, risk is only borderline high and statin delay also is an option until re-scanning. When CAC is > 100 Agatston units, risk is high enough to warrant a statin. In most women, CAC is the best guide to treatment decisions. In high-risk women (e.g., diabetes and severe hypercholesterolemia), generally are indicated, but CAC can assist in risk assessment, but other risk factors also can aid in treatment decisions.

      Keywords

      Statin therapy has potential to markedly reduce risk for atherosclerotic cardiovascular disease (ASCVD).
      • Baigent C
      • Blackwell L
      • et al.
      Cholesterol Treatment Trialists’ (CTT) Collaboration
      Efficacy and safety of more intensive lowering of LDL cholesterol: a meta-analysis of data from 170,000 participants in 26 randomised trials.
      This reduction occurs mainly through lowering of low-density lipoprotein cholesterol (LDL-C).
      • Borén J
      • Chapman MJ
      • Krauss RM
      • et al.
      Low-density lipoproteins cause atherosclerotic cardiovascular disease: pathophysiological, genetic, and therapeutic insights: a consensus statement from the European Atherosclerosis Society Consensus Panel.
      Statins reduce LDL-C by inhibiting hepatic synthesis of cholesterol,
      • Endo A.
      A historical perspective on the discovery of statins.
      which stimulates formation of LDL receptors;
      • Brown MS
      • Goldstein JL.
      A receptor-mediated pathway for cholesterol homeostasis.
      in turn, these receptors remove LDL-C from the circulation.
      In patients with ASCVD, randomized controlled trials (RCTs) demonstrate that statins reduce recurrent cardiovascular events by 25–50% and total mortality by about 10–15%.
      • Baigent C
      • Blackwell L
      • et al.
      Cholesterol Treatment Trialists’ (CTT) Collaboration
      Efficacy and safety of more intensive lowering of LDL cholesterol: a meta-analysis of data from 170,000 participants in 26 randomised trials.
      Results are similar for men and women.
      • Fulcher J
      • O'Connell R
      • Voysey M
      • et al.
      Cholesterol Treatment Trialists' (CTT) Collaboration
      Efficacy and safety of LDL-lowering therapy among men and women: meta-analysis of individual data from 174,000 participants in 27 randomised trials.
      The strongest evidence exists in patients with established ASCVD (secondary prevention). Here, there is a widespread consensus that statins should be based on absolute risk and used similarly in men and women.
      • Stone NJ
      • Robinson JG
      • Lichtenstein AH
      • et al.
      2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      • Mach F
      • Baigent C
      • Catapano AL
      • et al.
      2019 ESC/EAS Guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk.
      In principle, the same holds for primary prevention; however, in women, atherosclerosis develops more slowly than in men; and as a result, onset of ASCVD is delayed in women by at least a decade. This delay has important clinical implications for statin therapy in women.

      Statin eligibility

      Current guidelines for primary prevention with statin therapy are based mainly on benefit in ASCVD morbidity, as observed in RCTs.
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      ,
      • Mach F
      • Baigent C
      • Catapano AL
      • et al.
      2019 ESC/EAS Guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk.
      Treatment recommendations assume that reduction in major ASCVD events will ultimately reduce total mortality. But even when life is not extended by statin therapy, living a life free of clinical ASCVD or one in which onset of ASCVD is delayed is defensible by many specialists.
      According to 2013 American Heart Association/American College of Cardiology advice,
      • Stone NJ
      • Robinson JG
      • Lichtenstein AH
      • et al.
      2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
      evidence-based review of RCTs establishes that statin therapy safely reduces hard ASCVD (i.e., myocardial infarction, stroke, and peripheral arterial disease) when 10-year risk is > 7.5%. RCTs further showed that statin therapy is largely safe and cost-effective. A risk of > 7.5% therefore defined the threshold for statin eligibility. This threshold was re-affirmed by 2018 cholesterol guidelines;
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      and it is widely embraced by the cardiovascular community. At this threshold, the number needed to treat (NNT) to prevent one ASCVD event in 10 years with a moderate-intensity statin is approximately 40. Accepting such a high 10-year NNT is justified by the assumption that over a lifetime of statin therapy, the NNT will be much lower.
      It is likely that statin therapy will reduce risk in populations having risk levels below a 10-year risk of 7.5%.
      • Uddin SMI
      • Osei AD
      • Obisesan O
      • et al.
      Coronary artery calcium scoring for adults at borderline 10-year ASCVD risk: the CAC consortium.
      At a lower risk, the NNT would be higher and cost effectiveness lower. Setting a statin therapy threshold at 7.5%, therefore, seems a reasonable threshold for routine clinical practice.
      Treatment guidelines
      • Stone NJ
      • Robinson JG
      • Lichtenstein AH
      • et al.
      2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
      ,
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      ,
      • Martin SS
      • Sperling LS
      • Blaha MJ
      • et al.
      Clinician-patient risk discussion for atherosclerotic cardiovascular disease prevention: importance to implementation of the 2013 ACC/AHA Guidelines.
      emphasize the clinician-patient risk discussion, a dialogue about potential net benefit of lifestyle intervention and cholesterol-lowering drugs (especially statins). The discussion covers risk reduction efficiency, drug side effects, drug-drug interactions, and patient preferences. The patient discussion should reach a clinical judgment as to net benefit of statin therapy and to evaluate patient agreement and motivation for long-term treatment. Periodic monitoring is required to confirm treatment efficacy and adherence to therapy.

      Estimating absolute 10-year risk

      The first step in estimating net benefit is to estimate 10-year risk for ASCVD. This interval is more reliable than predictions of lifetime outcomes. The 10-year estimate typically employs a set of major risk factors. The Framingham Heart Study was first used to apply prospective population data to assess risk for individuals.
      • Wilson PW
      • D'Agostino RB
      • Levy D
      • Belanger AM
      • Silbershatz H
      • Kannel WB
      Prediction of coronary heart disease using risk factor categories.
      ,
      • Szklo M.
      Population-based cohort studies.
      Recently, to improve population representation, data from five US prospective studies were combined to create pooled cohort equations (PCEs);
      • Goff Jr, DC
      • Lloyd-Jones DM
      • Bennett G
      • et al.
      2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American college of cardiology/American heart association task force on practice guidelines.
      these equations are specific for gender and ethnicity. Risk factors consist of age, blood pressure, total cholesterol, high-density lipoprotein cholesterol (HDL-C), and presence or absence of cigarette smoking and diabetes. In Figure 1, the distributions of categories of PCE-estimated risk in women of the NHANES population are shown by decade. Three ranges of 10-year risk for ASCVD are defined by treatment guidelines
      • Stone NJ
      • Robinson JG
      • Lichtenstein AH
      • et al.
      2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
      ,
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      : low (< 7.5%), intermediate (7.5-< 20.0%), and high (>20%). According to these guidelines, patients at low risk generally are not statin eligible; those at intermediate risk are candidates for moderate intensity statins; and high-risk patients benefit most from high-intensity statins.
      Fig 1
      Figure 1Distribution of categories of PCE-estimated risk in women of the NHANES population are shown by decade. Three ranges of 10-year risk for ASCVD are defined: low (< 7.5%), intermediate (7.5–19.9%), and high (>20%). According to treatment guidelines, patients at low risk generally are not statin eligible; those at intermediate risk are candidates for moderate intensity statins; and high-risk patients benefit most from high-intensity statins.
      Release of 2013 guidelines
      • Stone NJ
      • Robinson JG
      • Lichtenstein AH
      • et al.
      2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
      ,
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      prompted a study of PCEs in various US subpopulations; in several, PCEs failed to confirm their accuracy of risk prediction.
      • Lloyd-Jones DM
      • Braun LT
      • Ndumele CE
      • et al.
      Use of risk assessment tools to guide decision-making in the primary prevention of atherosclerotic cardiovascular disease: a special report from the american heart association and american college of cardiology.
      PCEs tended to overestimate the actual risk observed in healthier cohorts. Overestimation of risk was particularly common near the threshold for statin eligibility. Thus, in healthier cohorts, a PCE-estimated risk of >7.5% could overestimate statin eligibility. One reason for overestimating risk by PCEs may be a decline in population baseline risk since that of earlier cohorts used in the development of PCEs.
      • Vassy JL
      • Lu B
      • Ho YL
      • et al.
      Estimation of atherosclerotic cardiovascular disease risk among patients in the veterans affairs health care system.
      Another reason could be that some research cohorts are healthier than the average of the original population-based cohorts.
      • Goff Jr, DC
      • Lloyd-Jones DM
      • Bennett G
      • et al.
      2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American college of cardiology/American heart association task force on practice guidelines.
      Beyond this, applying population-acquired risk algorithms to individuals carries inaccuracies due to variation in atherosclerosis burden in a given risk category. What is needed is a more precise individualization in risk assessment.
      Over the past two decades, the Multiethnic Study of Atherosclerosis
      • Budoff MJ
      • Young R
      • Burke G
      • et al.
      Ten-year association of coronary artery calcium with atherosclerotic cardiovascular disease (ASCVD) events: the multi-ethnic study of atherosclerosis (MESA).
      and related studies
      • Erbel R
      • Lehmann N
      • Churzidse S
      • et al.
      Heinz Nixdorf recall study investigators. Progression of coronary artery calcification seems to be inevitable, but predictable - results of the Heinz Nixdorf Recall (HNR) study.
      • Adelhoefer S
      • Uddin SMI
      • Osei AD
      • Obisesan OH
      • Blaha MJ
      • Dzaye O.
      Coronary Artery Calcium Scoring: New Insights into Clinical Interpretation-Lessons from the CAC Consortium.
      • Lehmann N
      • Erbel R
      • Mahabadi AA
      • et al.
      Heinz Nixdorf recall study investigators. Value of progression of coronary artery calcification for risk prediction of coronary and cardiovascular events: result of the HNR study (Heinz Nixdorf Recall).
      • Mortensen MB
      • Fuster V
      • Muntendam P
      • Mehran R
      • Baber U
      • Sartori S
      • Falk E.
      A simple disease-guided approach to personalize ACC/AHA-recommended statin allocation in elderly people: the bioimage study.
      have demonstrated that CAC is correlated more strongly with ASCVD events than summed risk factor burden;
      • Silverman MG
      • Blaha MJ
      • Krumholz HM
      • et al.
      Impact of coronary artery calcium on coronary heart disease events in individuals at the extremes of traditional risk factor burden: the Multi-Ethnic Study of Atherosclerosis.
      it also provides patient-specific predictions. This personalization of risk differs from PCEs, which only apply average population risk to individuals.
      MESA has identified three major categories of CAC scores that correlate with ASCVD risk.
      • Budoff MJ
      • Young R
      • Burke G
      • et al.
      Ten-year association of coronary artery calcium with atherosclerotic cardiovascular disease (ASCVD) events: the multi-ethnic study of atherosclerosis (MESA).
      ,
      • Grundy SM
      • Stone NJ.
      Coronary artery calcium: where do we stand after over 3 decades?.
      The distribution of patients with zero CAC generally has a low 10-year risk for vascular events (<5%). Most patients with CAC 1-99 Agatston units are generally in the range of borderline 10-year risk by PCEs (5-<7.5%). A CAC score > 100 Agatston units is typically accompanied by 10-year risk > 7.5%,
      • Budoff MJ
      • Young R
      • Burke G
      • et al.
      Ten-year association of coronary artery calcium with atherosclerotic cardiovascular disease (ASCVD) events: the multi-ethnic study of atherosclerosis (MESA).
      which defines eligibility for a moderate-intensity statin by current guidelines.
      • Stone NJ
      • Robinson JG
      • Lichtenstein AH
      • et al.
      2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
      ,
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      The higher the CAC score, the greater is the risk. This is in accord with recently published National Lipid Association (NLA) recommendations for use of CAC scoring in patients with different categories of CHD.
      • Orringer CE
      • Blaha MJ
      • Blankstein R
      • et al.
      The National Lipid Association scientific statement on coronary artery calcium scoring to guide preventive strategies for ASCVD risk reduction.
      One report
      • Shaw LJ
      • Min JK
      • Nasir K
      • et al.
      Sex differences in calcified plaque and long-term cardiovascular mortality: observations from the CAC Consortium.
      found that CAC scores are not identically related to ASCVD risk between women and men. For a given CAC score, women appear to have a somewhat higher risk than men. To the present time, however, this difference has not been shown to modify the risk categories between women and men.
      Over the past decade, expert panels have given increased attention to the use of CAC as guide to statin therapy.
      • Stone NJ
      • Robinson JG
      • Lichtenstein AH
      • et al.
      2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
      ,
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      ,
      • Lloyd-Jones DM
      • Braun LT
      • Ndumele CE
      • et al.
      Use of risk assessment tools to guide decision-making in the primary prevention of atherosclerotic cardiovascular disease: a special report from the american heart association and american college of cardiology.
      These guidelines favor initial risk assessment through use of traditional risk factors.
      • Goff Jr, DC
      • Lloyd-Jones DM
      • Bennett G
      • et al.
      2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American college of cardiology/American heart association task force on practice guidelines.
      CAC is identified as advanced risk assessment for selected individuals, i.e., those with 10-year risk >7.5% by PCEs but in whom accuracies of risk estimates are questioned.

      Clinical implications of CAC scoring for women

      Zero CAC

      In the MESA cohort, approximately half of women ages 65–74 have zero CAC (Figure 2).
      • Tota-Maharaj R
      • Blaha MJ
      • Blankstein R
      • et al.
      Association of coronary artery calcium and coronary heart disease events in young and elderly participants in the multi-ethnic study of atherosclerosis: a secondary analysis of a prospective, population-based cohort.
      Zero CAC predicts <5% risk over the next 10 years;
      • Budoff MJ
      • Young R
      • Burke G
      • et al.
      Ten-year association of coronary artery calcium with atherosclerotic cardiovascular disease (ASCVD) events: the multi-ethnic study of atherosclerosis (MESA).
      thus, in women with PCE-estimated risk > 7.5% but zero CAC, statin therapy seems unnecessary for up to a decade before CAC rescanning. Our conclusion is based on the observation that only 8% of women develop a CAC score > 100 Agaston units over 10 years.
      • Dzaye O
      • Dardari ZA
      • Cainzos-Achirica M
      • et al.
      Warranty period of a calcium score of zero: comprehensive analysis from MESA.
      However, not all investigators agree with this conclusion. For example, MESA investigators
      • Dzaye O
      • Dardari ZA
      • Cainzos-Achirica M
      • et al.
      Warranty period of a calcium score of zero: comprehensive analysis from MESA.
      have introduced the concept of warranty period for likely conversion to CAC score greater than zero to define an acceptable time limit before rescanning in a zero-CAC score patient at intermediate risk by PCE analysis. These investigators propose a warranty period of 3–7 years (average 5 years), i.e, a proposed interval for re-scanning. This interval is endorsed by the NLA guidelines.
      • Orringer CE
      • Blaha MJ
      • Blankstein R
      • et al.
      The National Lipid Association scientific statement on coronary artery calcium scoring to guide preventive strategies for ASCVD risk reduction.
      This recommendation is based on the finding that about 36% of patients with zero CAC convert to CAC > 0 over 10 years.
      • Dzaye O
      • Dardari ZA
      • Cainzos-Achirica M
      • et al.
      Warranty period of a calcium score of zero: comprehensive analysis from MESA.
      A score of 1-99 Agatston units carries a borderline 10-year risk (5-<7.5%). Two expert panels including NLA
      • Orringer CE
      • Blaha MJ
      • Blankstein R
      • et al.
      The National Lipid Association scientific statement on coronary artery calcium scoring to guide preventive strategies for ASCVD risk reduction.
      ,
      • Hecht HS
      • Cronin P
      • Blaha MJ
      • et al.
      2016 SCCT/STR guidelines for coronary artery calcium scoring of noncontrast noncardiac chest CT scans: a report of the society of cardiovascular computed tomography and society of thoracic radiology.
      favor statin therapy in this risk range; it must be noted that treatment of borderline risk with a moderate-intensity statin carries a relatively high NNT, compared to the risk threshold of > 7.5% proposed in AHA/ACC guidelines.
      • Stone NJ
      • Robinson JG
      • Lichtenstein AH
      • et al.
      2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
      ,
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      Fig 2
      Figure 2Distribution of CAC score categories in women reported for the MESA study. The CAC score ranges are zero, 1-100 and > 100 Agaston units. (copyright reference 25).
      Whether to rescan women > 75 years old who previously had zero CAC is uncertain. RCT data on statin therapy in patients >75 years are limited but are suggestive of statin benefit.
      • Ridker PM
      • Lonn E
      • Paynter NP
      • Glynn R
      • Yusuf S.
      Primary prevention with statin therapy in the elderly: new meta-analyses from the contemporary JUPITER and HOPE-3 randomized trials.
      Re-scanning after age 75 years of age therefore is optional depending on the outcome of the clinician-patient risk discussion.
      Treatment guidelines
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      recommend that CAC scanning be considered mainly for patients at intermediate risk (10-year risk 7.5 - <20% as determined by PCEs). Although CAC could be used for routine risk assessment in all women > 55 years, the yield in positive findings would be considerably reduced. The prevalence of zero CAC in MESA patients at intermediate risk range between 35 and 55%, depending on PCE score.
      • Ridker PM
      • Lonn E
      • Paynter NP
      • Glynn R
      • Yusuf S.
      Primary prevention with statin therapy in the elderly: new meta-analyses from the contemporary JUPITER and HOPE-3 randomized trials.
      Approximately three fourths of women ages 55–64 have zero CAC (Figure 2).
      • Tota-Maharaj R
      • Blaha MJ
      • Blankstein R
      • et al.
      Association of coronary artery calcium and coronary heart disease events in young and elderly participants in the multi-ethnic study of atherosclerosis: a secondary analysis of a prospective, population-based cohort.
      Among those with zero CAC who are at intermediate risk by PCEs, statin therapy also can be delayed for up to a decade before rescanning.

      CAC 1-99 Agatston units

      Only about 25% of women ages 65-74 years have CAC 1-99 Agatston units (Figure 2);
      • Tota-Maharaj R
      • Blaha MJ
      • Blankstein R
      • et al.
      Association of coronary artery calcium and coronary heart disease events in young and elderly participants in the multi-ethnic study of atherosclerosis: a secondary analysis of a prospective, population-based cohort.
      this percentage is even lower at ages 55–64 years. In addition, a portion of women with zero CAC will have converted to CAC scores of 1-99 Agatston units on re-scanning. In both groups, when the CAC score is 1-99 Agatston units and 10-year risk by PCEs is 7.5-15%, some coronary atherosclerosis is present and ASCVD events occur in the range of 5-<7.5% per decade (borderline risk).
      • Szklo M.
      Population-based cohort studies.
      ,
      • Nasir K
      • Bittencourt MS
      • Blaha MJ
      • et al.
      Implications of coronary artery calcium testing among statin candidates according to American college of cardiology/American heart association cholesterol management guidelines: MESA (multi-ethnic study of atherosclerosis).
      Again, this range is below categorical statin eligibility. Despite a relatively high NNT, statin therapy is an option based on the clinician patient risk discussion;
      • Orringer CE
      • Blaha MJ
      • Blankstein R
      • et al.
      The National Lipid Association scientific statement on coronary artery calcium scoring to guide preventive strategies for ASCVD risk reduction.
      ,
      • Blaha MJ
      Personalizing treatment: between primary and secondary prevention.
      ,
      • Whelton SP
      • Nasir K
      • Blaha MJ
      • et al.
      Coronary artery calcium and primary prevention risk assessment: what is the evidence? An updated meta-analysis on patient and physician behavior.
      but alternatively, therapy can be delayed before re-scanning. A warranty period for this category has not been studied; presumably, the higher the baseline score, the shorter should be the period. When patients with CAC scores 1-99 Agatston units and 10-year risk by PCE is > 15%, actual 10 year risk is >7.5% and immediate initiation of statin therapy is warranted.
      • Nasir K
      • Bittencourt MS
      • Blaha MJ
      • et al.
      Implications of coronary artery calcium testing among statin candidates according to American college of cardiology/American heart association cholesterol management guidelines: MESA (multi-ethnic study of atherosclerosis).
      When statin therapy is delayed, especially in those 55–64 years, repeat CAC after 10 years is prudent to detect advancing atherosclerosis i.e., CAC > 100 Agatston units and statin eligibility.

      CAC > 100 Agatston units

      When CAC score is > 100 Agatston units and 10-year risk by PCEs is > 7.5%, a 10-year risk of > 7.5% is confirmed;
      • Budoff MJ
      • Young R
      • Burke G
      • et al.
      Ten-year association of coronary artery calcium with atherosclerotic cardiovascular disease (ASCVD) events: the multi-ethnic study of atherosclerosis (MESA).
      at this level of risk, treatment with a moderate-intensity statin can be recommended.
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      ,
      • Orringer CE
      • Blaha MJ
      • Blankstein R
      • et al.
      The National Lipid Association scientific statement on coronary artery calcium scoring to guide preventive strategies for ASCVD risk reduction.
      10-year NNT will be <40. About 25% of women ages 65–74 years will be statin eligible. Even fewer will be statin eligible in the age range 55–64 years (Figure 2).
      • Tota-Maharaj R
      • Blaha MJ
      • Blankstein R
      • et al.
      Association of coronary artery calcium and coronary heart disease events in young and elderly participants in the multi-ethnic study of atherosclerosis: a secondary analysis of a prospective, population-based cohort.

      CAC > 300 Agatston units

      When the CAC score is > 300 Agatston units, it is reasonable to intensify LDL-C lowering with the aim to achieve greater risk reduction.
      • Orringer CE
      • Blaha MJ
      • Blankstein R
      • et al.
      The National Lipid Association scientific statement on coronary artery calcium scoring to guide preventive strategies for ASCVD risk reduction.
      The goal is to lower LDL-C by > 50%, which can be obtained by a high-intensity statin or by combining a moderate-intensity statin with a nonstatin e.g., ezetimibe or bile acid sequestrant.
      • Grundy SM
      • Stone NJ
      • Blumenthal RS
      • et al.
      High-intensity statins benefit high-risk patients: why and how to do better.
      Combined therapy including a moderate-intensity statin may be better tolerated than a high-intensity statin but with the same LDL-lowering.
      MESA findings reveal why statin therapy in women often fails to show significant benefit in primary- prevention RCTs. At most, only about one-fourth of women are at high enough risk to demonstrate a significant risk benefit in a 5-year statin RCT.

      Role of CAC in categorically high-risk women

      Current cholesterol guidelines
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      list several conditions as being categorically high risk and are statin eligible without further risk assessment. The following discusses whether to modify this position based on CAC scanning.

      Diabetes

      Statin therapy is advocated for most adults with diabetes– both men and women.
      • Goldberg RB
      • Stone NJ
      • Grundy SM
      The 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guidelines on the management of blood cholesterol in diabetes.
      This advice is based on observations that diabetes enhances risk for ASCVD events–both before and after onset of clinical atherosclerotic disease.
      National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III)
      Third report of the national cholesterol education program (NCEP) expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III) final report.
      Women, compared to men, appear to be unusually susceptible to the atherogenic effects of diabetes.
      • Kannel WB
      • McGee DL.
      Diabetes and cardiovascular disease. The Framingham study.
      • Roche MM
      • Wang PP.
      Sex differences in all-cause and cardiovascular mortality, hospitalization for individuals with and without diabetes, and patients with diabetes diagnosed early and late.
      • Yusuf S
      • Hawken S
      • Ounpuu S
      • et al.
      Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case-control study.
      • Lee C
      • Joseph L
      • Colosimo A
      • Dasgupta K
      Mortality in diabetes compared with previous cardiovascular disease: a gender-specific meta-analysis.
      Nonetheless, recent MESA reports
      • Malik S
      • Zhao Y
      • Budoff M
      • et al.
      Coronary artery calcium score for long-term risk classification in individuals with Type 2 diabetes and metabolic syndrome from the multi-ethnic study of atherosclerosis.
      ,
      • Razavi AC
      • Wong N
      • Budoff M
      • et al.
      Predicting long-term absence of coronary artery calcium in metabolic syndrome and diabetes: the MESA study.
      indicate that about 40% of all patients with diabetes have zero CAC. These patients on average have a 10-year risk for new-onset ASCVD of about 8%.
      • Malik S
      • Zhao Y
      • Budoff M
      • et al.
      Coronary artery calcium score for long-term risk classification in individuals with Type 2 diabetes and metabolic syndrome from the multi-ethnic study of atherosclerosis.
      ,
      • Razavi AC
      • Wong N
      • Budoff M
      • et al.
      Predicting long-term absence of coronary artery calcium in metabolic syndrome and diabetes: the MESA study.
      It can be argued that this level of risk justifies statin therapy in most patients with diabetes but zero CAC. Yet, such patients are heterogeneous and the decision when to initiate a statin in a woman depends on careful review of all risk considerations in the clinician-patient risk discussion. In those judged to be at lower risk, a statin can be withheld with rescanning at 5 years.
      In about 10% of patients treated with statins, the fasting glucose rises to the level of categorical diabetes.
      • Preiss D
      • Seshasai SR
      • Welsh P
      • et al.
      Risk of incident diabetes with intensive-dose compared with moderate-dose statin therapy: a meta-analysis.
      Other studies suggest that statins worsen hyperglycemia in susceptible individuals.
      • Laakso M
      • Kuusisto J.
      Diabetes secondary to treatment with statins.
      This response has been of concern to both clinicians and patients. But the risk/benefit ratio strongly favors statin therapy in patients at significant risk for ASCVD.
      • Malik S
      • Zhao Y
      • Budoff M
      • et al.
      Coronary artery calcium score for long-term risk classification in individuals with Type 2 diabetes and metabolic syndrome from the multi-ethnic study of atherosclerosis.
      ,
      • Razavi AC
      • Wong N
      • Budoff M
      • et al.
      Predicting long-term absence of coronary artery calcium in metabolic syndrome and diabetes: the MESA study.

      Severe hypercholesterolemia

      Cholesterol guidelines
      • Stone NJ
      • Robinson JG
      • Lichtenstein AH
      • et al.
      2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
      ,
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      recommend statin therapy in most patients with severe hypercholesterolemia (LDL-C > 190 mg/dL). A recent report,
      • Sandesara PB
      • Mehta A
      • O'Neal WT
      • et al.
      Clinical significance of zero coronary artery calcium in individuals with LDL cholesterol ≥190 mg/dL: The Multi-Ethnic Study of Atherosclerosis.
      however, showed that many individuals with very high LDL-C levels have zero or low CAC scores and low 10-year risk of ASCVD. In asymptomatic women with LDL-C > 190 mg/dL, CAC scanning before statin initiation is reasonable. If CAC is zero, referral to a lipid specialist may be prudent. Sooner or later, most patients with severe hypercholesterolemia will require a statin. If a statin is withheld because of zero CAC, rescanning every five years is justified.

      10-year Risk > 20% (by PCEs)

      2018 guidelines
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      equate a PCE-estimated risk for ASCVD > 20% to categorical high risk and statin eligibility. Yet, Nasir et al.
      • Nasir K
      • Bittencourt MS
      • Blaha MJ
      • et al.
      Implications of coronary artery calcium testing among statin candidates according to American college of cardiology/American heart association cholesterol management guidelines: MESA (multi-ethnic study of atherosclerosis).
      found that 26% of patients in the MESA cohort who were in the high-risk range by PCE had zero CAC and low rates of ASCVD. They suggest that immediate statin therapy is optional in this subgroup. Re-scanning after 5 years is reasonable. Moreover, in 28% of subjects, CAC ranged from 1-99 Agatston units, which implies a 10-year risk of <7.5%; this makes statin therapy optional for up to 5 years before re-scanning.

      Cigarette smoking

      MESA data
      • Leigh A
      • McEvoy JW
      • Garg P
      • et al.
      Coronary artery calcium scores and atherosclerotic cardiovascular disease risk stratification in smokers.
      are insufficient to determine whether zero CAC has the power to delay the use of statin therapy in cigarette smokers with PCE-estimated risk of > 7.5%. The available data suggest that PCEs adequately stratify 10-year risk in smokers. In other words, a PCE-estimated risk of > 7.5% in a smoker can be called statin eligible. Furthermore, CAC scanning is not necessary.

      Risk enhancing factors

      2018 cholesterol guidelines
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      proposed that several risk enhancing factors raise risk for ASCVD above the standard risk factors of PCEs. In other words, in patients at intermediate risk, risk enhancing factors should favor use of statins. To compare risk enhancing factors to CAC for risk assessment, in MESA, Patel et al.
      • Patel J
      • Pallazola VA
      • Dudum R
      • et al.
      Assessment of coronary artery calcium scoring to guide statin therapy allocation according to risk-enhancing factors: the multi-ethnic study of atherosclerosis.
      examined whether in patients with CAC scores of 0, risk-enhancing factors are associated with ASCVD risk as well as or better than CAC The results favored CAC scoring over risk-enhancing factor in a decision for statin therapy. However more studies are needed for a final determination of the utility of risk enhancing factors.

      Statin compliance in women

      The literature suggests that women are less compliant to statin therapy than are men.
      • Barrett E
      • Paige E
      • Welsh J
      • et al.
      Differences between men and women in the use of preventive medications following a major cardiovascular event: Australian prospective cohort study.
      • Goldstein KM
      • Zullig LL
      • Bastian LA
      • Bosworth HB.
      Statin adherence: does gender matter?.
      • Olmastroni E
      • Boccalari MT
      • Tragni E
      • et al.
      Sex-differences in factors and outcomes associated with adherence to statin therapy in primary care: need for customisation strategies.
      The reasons for this difference likely are multifactorial among which include drug intolerance. Recent reviews
      • Orringer CE
      • Blaha MJ
      • Stone NJ.
      Coronary artery calcium scoring in patients with statin associated muscle symptoms: prescribing statins for those most likely to benefit.
      ,
      • Grundy SM
      • Vega GL.
      Statin intolerance and noncompliance: an empiric approach.
      summarize available strategies for improvement of drug adherence. Perhaps the single greatest factor preventing successful statin treatment is longtime maintenance of drug adherence. This challenge exists for all pharmacological therapies that require persistent drug adherence for cardiovascular prevention.

      Multifactorial cardiovascular risk in women

      Cardiovascular disease continues to be the major cause of morbidity and mortality among US women.
      • Mosca L
      • Benjamin EJ
      • Berra K
      • et al.
      Effectiveness-based guidelines for the prevention of cardiovascular disease in women–2011 update: a guideline from the american heart association.
      Much of this is atherosclerotic in origin. In women, stroke accounts for a greater proportion of cardiovascular events than in men; and average of onset of disease is about a decade later in women compared to men.
      • Mosca L
      • Benjamin EJ
      • Berra K
      • et al.
      Effectiveness-based guidelines for the prevention of cardiovascular disease in women–2011 update: a guideline from the american heart association.
      All the major risk factors (cigarette smoking, hypertension, diabetes, metabolic syndrome, and dyslipidemia) contribute to atherosclerosis, but also mediate cardiovascular disease through other mechanisms. Treatment of all the major risk factors is necessary to maximize risk reduction. In women with multiple risk factors, CAC scoring can help to identify those who will benefit from statin therapy.
      There is growing evidence that characteristics of atherosclerotic plaques differ between men and women.
      • Shaw LJ
      • Min JK
      • Nasir K
      • et al.
      Sex differences in calcified plaque and long-term cardiovascular mortality: observations from the CAC Consortium.
      ,
      • Garg K
      • Patel TR
      • Kanwal A
      • et al.
      The evolving role of coronary computed tomography in understanding sex differences in coronary atherosclerosis.
      It is possible, although not proven, that CAC scores in Agatston units do not predict risk equally in men and women. But available evidence suggests that differences in prediction occur primarily when Agatston scores are >100 units.

      Conclusions

      This document argues that for primary prevention in women at intermediate risk, according to PCEs, CAC scanning should be carried out in most before starting statin therapy. The basic concept is that the CAC score is a more reliable indicator of statin eligibility than is PCE-estimated risk.
      In most women with PCE-estimated intermediate risk, those with zero CAC have a low 10-year risk; thus, statin treatment can be delayed for up to 10 years before CAC re-scanning. When CAC is 1-99 Agatston units, risk is borderline high and delaying a statin for a lesser period before re-scanning is a reasonable option. But when CAC > 100 Agatston units, 10-year risk is > 7.5%, and statin therapy is indicated. In women with categorically high-risk conditions i.e., diabetes, severe hypercholesterolemia, and a PCE-estimated 10-year risk > 20%, treatment with a statin is generally recommended.
      • Grundy SM
      • Stone NJ
      • Bailey AL
      • et al.
      2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
      However, measurement of CAC in these women seems appropriate. In “high-risk” women with zero CAC, it is reasonable to delay statin therapy for about 5 years before re-scanning; when CAC equals 1-99 Agatston units in these women, direct initiation of a statin is reasonable. Overall, if CAC measurements are carried out in women at apparent risk before starting a statin, a sizable portion will have zero CAC and treatment can be delayed until significant CAC develops.

      Contributions

      All authors have made substantial contributions to all of the following:
      • Baigent C
      • Blackwell L
      • et al.
      Cholesterol Treatment Trialists’ (CTT) Collaboration
      Efficacy and safety of more intensive lowering of LDL cholesterol: a meta-analysis of data from 170,000 participants in 26 randomised trials.
      the conception and design of the study, acquisition of data, analysis and interpretation of data,
      • Borén J
      • Chapman MJ
      • Krauss RM
      • et al.
      Low-density lipoproteins cause atherosclerotic cardiovascular disease: pathophysiological, genetic, and therapeutic insights: a consensus statement from the European Atherosclerosis Society Consensus Panel.
      drafting the article or revising it critically for important intellectual content,
      • Endo A.
      A historical perspective on the discovery of statins.
      final approval of the version to be submitted.

      Support

      This work was not supported by a specific grant.

      Declarations of Interest

      None

      Acknowledgments

      The authors thank Dr. Jijia Wang, Department of Applied Clinical Sciences, UT Southwestern School of Health Professions for consultation on data provided in Figure 1.

      References

        • Baigent C
        • Blackwell L
        • et al.
        • Cholesterol Treatment Trialists’ (CTT) Collaboration
        Efficacy and safety of more intensive lowering of LDL cholesterol: a meta-analysis of data from 170,000 participants in 26 randomised trials.
        Lancet. 2010 Nov 13; 376 (Epub 2010 Nov 8): 1670-1681https://doi.org/10.1016/S0140-6736(10)61350-5
        • Borén J
        • Chapman MJ
        • Krauss RM
        • et al.
        Low-density lipoproteins cause atherosclerotic cardiovascular disease: pathophysiological, genetic, and therapeutic insights: a consensus statement from the European Atherosclerosis Society Consensus Panel.
        Eur Heart J. 2020 Jun 21; 41: 2313-2330https://doi.org/10.1093/eurheartj/ehz962
        • Endo A.
        A historical perspective on the discovery of statins.
        Proc Jpn Acad Ser B Phys Biol Sci. 2010; 86: 484-493https://doi.org/10.2183/pjab.86.484
        • Brown MS
        • Goldstein JL.
        A receptor-mediated pathway for cholesterol homeostasis.
        Science. 1986 Apr 4; 232: 34-47https://doi.org/10.1126/science.3513311
        • Fulcher J
        • O'Connell R
        • Voysey M
        • et al.
        • Cholesterol Treatment Trialists' (CTT) Collaboration
        Efficacy and safety of LDL-lowering therapy among men and women: meta-analysis of individual data from 174,000 participants in 27 randomised trials.
        Lancet. 2015 Apr 11; 385 (Epub 2015 Jan 9): 1397-1405https://doi.org/10.1016/S0140-6736(14)61368-4
        • Stone NJ
        • Robinson JG
        • Lichtenstein AH
        • et al.
        2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines.
        J Am Coll Cardiol. 2014 Jul 1; 63 (Epub 2013 Nov 12. Erratum in: J Am Coll Cardiol. 2014 Jul 1;63(25 Pt B):3024-3025. Erratum in: J Am Coll Cardiol. 2015 Dec 22;66(24):2812): 2889-2934https://doi.org/10.1016/j.jacc.2013.11.002
        • Grundy SM
        • Stone NJ
        • Bailey AL
        • et al.
        2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the american college of cardiology/american heart association task force on clinical practice guidelines.
        Circulation. 2019 Jun 18; 139 (Epub 2018 Nov 10. Erratum in: Circulation. 2019 Jun 18;139(25):e1178-e1181): e1046-e1081https://doi.org/10.1161/CIR.0000000000000624
        • Mach F
        • Baigent C
        • Catapano AL
        • et al.
        2019 ESC/EAS Guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk.
        Eur Heart J. 2020 Jan 1; 41 (Erratum in: Eur Heart J. 2020 Nov 21;41(44):4255): 111-188https://doi.org/10.1093/eurheartj/ehz455
        • Uddin SMI
        • Osei AD
        • Obisesan O
        • et al.
        Coronary artery calcium scoring for adults at borderline 10-year ASCVD risk: the CAC consortium.
        J Am Coll Cardiol. 2021 Aug 3; 78: 537-538https://doi.org/10.1016/j.jacc.2021.05.036
        • Martin SS
        • Sperling LS
        • Blaha MJ
        • et al.
        Clinician-patient risk discussion for atherosclerotic cardiovascular disease prevention: importance to implementation of the 2013 ACC/AHA Guidelines.
        J Am Coll Cardiol. 2015 Apr 7; 65: 1361-1368https://doi.org/10.1016/j.jacc.2015.01.043
        • Wilson PW
        • D'Agostino RB
        • Levy D
        • Belanger AM
        • Silbershatz H
        • Kannel WB
        Prediction of coronary heart disease using risk factor categories.
        Circulation. 1998 May 12; 97: 1837-1847https://doi.org/10.1161/01.cir.97.18.1837
        • Szklo M.
        Population-based cohort studies.
        Epidemiol Rev. 1998; 20: 81-90https://doi.org/10.1093/oxfordjournals.epirev.a017974
        • Goff Jr, DC
        • Lloyd-Jones DM
        • Bennett G
        • et al.
        2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American college of cardiology/American heart association task force on practice guidelines.
        J Am Coll Cardiol. 2014 Jul 1; 63 (Epub 2013 Nov 12. Erratum in: J Am Coll Cardiol. 2014 Jul 1;63(25 Pt B):3026): 2935-2959https://doi.org/10.1016/j.jacc.2013.11.005
        • Lloyd-Jones DM
        • Braun LT
        • Ndumele CE
        • et al.
        Use of risk assessment tools to guide decision-making in the primary prevention of atherosclerotic cardiovascular disease: a special report from the american heart association and american college of cardiology.
        Circulation. 2019 Jun 18; 139 (Epub 2018 Nov 10. Erratum in: Circulation. 2019 Jun 18;139(25):e1188): e1162-e1177https://doi.org/10.1161/CIR.0000000000000638
        • Vassy JL
        • Lu B
        • Ho YL
        • et al.
        Estimation of atherosclerotic cardiovascular disease risk among patients in the veterans affairs health care system.
        JAMA Netw Open. 2020 Jul 1; 3e208236https://doi.org/10.1001/jamanetworkopen.2020.8236
        • Budoff MJ
        • Young R
        • Burke G
        • et al.
        Ten-year association of coronary artery calcium with atherosclerotic cardiovascular disease (ASCVD) events: the multi-ethnic study of atherosclerosis (MESA).
        Eur Heart J. 2018 Jul 1; 39: 2401-2408https://doi.org/10.1093/eurheartj/ehy217
        • Erbel R
        • Lehmann N
        • Churzidse S
        • et al.
        Heinz Nixdorf recall study investigators. Progression of coronary artery calcification seems to be inevitable, but predictable - results of the Heinz Nixdorf Recall (HNR) study.
        Eur Heart J. 2014 Nov 7; 35 (Epub 2014 Jul 25): 2960-2971https://doi.org/10.1093/eurheartj/ehu288
        • Adelhoefer S
        • Uddin SMI
        • Osei AD
        • Obisesan OH
        • Blaha MJ
        • Dzaye O.
        Coronary Artery Calcium Scoring: New Insights into Clinical Interpretation-Lessons from the CAC Consortium.
        Radiol Cardiothorac Imaging. 2020 Dec 17; 2e200281https://doi.org/10.1148/ryct.2020200281
        • Lehmann N
        • Erbel R
        • Mahabadi AA
        • et al.
        Heinz Nixdorf recall study investigators. Value of progression of coronary artery calcification for risk prediction of coronary and cardiovascular events: result of the HNR study (Heinz Nixdorf Recall).
        Circulation. 2018 Feb 13; 137 (Epub 2017 Nov 15): 665-679https://doi.org/10.1161/CIRCULATIONAHA.116.027034
        • Mortensen MB
        • Fuster V
        • Muntendam P
        • Mehran R
        • Baber U
        • Sartori S
        • Falk E.
        A simple disease-guided approach to personalize ACC/AHA-recommended statin allocation in elderly people: the bioimage study.
        J Am Coll Cardiol. 2016 Aug 30; 68: 881-891https://doi.org/10.1016/j.jacc.2016.05.084
        • Silverman MG
        • Blaha MJ
        • Krumholz HM
        • et al.
        Impact of coronary artery calcium on coronary heart disease events in individuals at the extremes of traditional risk factor burden: the Multi-Ethnic Study of Atherosclerosis.
        Eur Heart J. 2014 Sep 1; 35 (Epub 2013 Dec 23): 2232-2241https://doi.org/10.1093/eurheartj/eht508
        • Grundy SM
        • Stone NJ.
        Coronary artery calcium: where do we stand after over 3 decades?.
        Am J Med. 2021 Sep; 134 (Epub 2021 May 19): 1091-1095https://doi.org/10.1016/j.amjmed.2021.03.043
        • Orringer CE
        • Blaha MJ
        • Blankstein R
        • et al.
        The National Lipid Association scientific statement on coronary artery calcium scoring to guide preventive strategies for ASCVD risk reduction.
        J Clin Lipidol. 2021 Jan-Feb; 15 (Epub 2020 Dec 11): 33-60https://doi.org/10.1016/j.jacl.2020.12.005
        • Shaw LJ
        • Min JK
        • Nasir K
        • et al.
        Sex differences in calcified plaque and long-term cardiovascular mortality: observations from the CAC Consortium.
        Eur Heart J. 2018 Nov 1; 39: 3727-3735https://doi.org/10.1093/eurheartj/ehy534
        • Tota-Maharaj R
        • Blaha MJ
        • Blankstein R
        • et al.
        Association of coronary artery calcium and coronary heart disease events in young and elderly participants in the multi-ethnic study of atherosclerosis: a secondary analysis of a prospective, population-based cohort.
        Mayo Clin Proc. 2014 Oct; 89 (Epub 2014 Sep 15): 1350-1359https://doi.org/10.1016/j.mayocp.2014.05.017
        • Dzaye O
        • Dardari ZA
        • Cainzos-Achirica M
        • et al.
        Warranty period of a calcium score of zero: comprehensive analysis from MESA.
        JACC Cardiovasc Imaging. 2021 May; 14 (Epub 2020 Oct 28): 990-1002https://doi.org/10.1016/j.jcmg.2020.06.048
        • Hecht HS
        • Cronin P
        • Blaha MJ
        • et al.
        2016 SCCT/STR guidelines for coronary artery calcium scoring of noncontrast noncardiac chest CT scans: a report of the society of cardiovascular computed tomography and society of thoracic radiology.
        J Thorac Imaging. 2017 Sep; 32: W54-W66https://doi.org/10.1097/RTI.0000000000000287
        • Ridker PM
        • Lonn E
        • Paynter NP
        • Glynn R
        • Yusuf S.
        Primary prevention with statin therapy in the elderly: new meta-analyses from the contemporary JUPITER and HOPE-3 randomized trials.
        Circulation. 2017 May 16; 135 (Epub 2017 Apr 6): 1979-1981https://doi.org/10.1161/CIRCULATIONAHA.117.028271
        • Nasir K
        • Bittencourt MS
        • Blaha MJ
        • et al.
        Implications of coronary artery calcium testing among statin candidates according to American college of cardiology/American heart association cholesterol management guidelines: MESA (multi-ethnic study of atherosclerosis).
        J Am Coll Cardiol. 2015 Oct 13; 66 (Erratum in: J Am Coll Cardiol. Dec 15;66(23):2686. Miemdema, Michael D [corrected to Miedema, Michael D]): 1657-1668https://doi.org/10.1016/j.jacc.2015.07.066
        • Blaha MJ
        Personalizing treatment: between primary and secondary prevention.
        Am J Cardiol. 2016 Sep 15; 118: 4A-12Ahttps://doi.org/10.1016/j.amjcard.2016.05.026
        • Whelton SP
        • Nasir K
        • Blaha MJ
        • et al.
        Coronary artery calcium and primary prevention risk assessment: what is the evidence? An updated meta-analysis on patient and physician behavior.
        Circ Cardiovasc Qual Outcomes. 2012 Jul 1; 5: 601-607https://doi.org/10.1161/CIRCOUTCOMES.112.965566
        • Grundy SM
        • Stone NJ
        • Blumenthal RS
        • et al.
        High-intensity statins benefit high-risk patients: why and how to do better.
        Mayo Clin Proc. 2021 Oct; 96 (Epub 2021 Sep 14): 2660-2670https://doi.org/10.1016/j.mayocp.2021.02.032
        • Goldberg RB
        • Stone NJ
        • Grundy SM
        The 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guidelines on the management of blood cholesterol in diabetes.
        Diabetes Care. 2020 Aug; 43: 1673-1678https://doi.org/10.2337/dci19-0036
        • National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III)
        Third report of the national cholesterol education program (NCEP) expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III) final report.
        Circulation. 2002 Dec 17; 106: 3143-3421
        • Kannel WB
        • McGee DL.
        Diabetes and cardiovascular disease. The Framingham study.
        JAMA. 1979 May 11; 241: 2035-2038https://doi.org/10.1001/jama.241.19.2035
        • Roche MM
        • Wang PP.
        Sex differences in all-cause and cardiovascular mortality, hospitalization for individuals with and without diabetes, and patients with diabetes diagnosed early and late.
        Diabetes Care. 2013 Sep; 36 (Epub 2013 Apr 5): 2582-2590https://doi.org/10.2337/dc12-1272
        • Yusuf S
        • Hawken S
        • Ounpuu S
        • et al.
        Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case-control study.
        Lancet. 2004 Sep 11-17; 364: 937-952https://doi.org/10.1016/S0140-6736(04)17018-9
        • Lee C
        • Joseph L
        • Colosimo A
        • Dasgupta K
        Mortality in diabetes compared with previous cardiovascular disease: a gender-specific meta-analysis.
        Diabetes Metab. 2012 Nov; 38 (Epub 2012 Jun 7): 420-427https://doi.org/10.1016/j.diabet.2012.04.002
        • Malik S
        • Zhao Y
        • Budoff M
        • et al.
        Coronary artery calcium score for long-term risk classification in individuals with Type 2 diabetes and metabolic syndrome from the multi-ethnic study of atherosclerosis.
        JAMA Cardiol. 2017 Dec 1; 2: 1332-1340https://doi.org/10.1001/jamacardio.2017.4191
        • Razavi AC
        • Wong N
        • Budoff M
        • et al.
        Predicting long-term absence of coronary artery calcium in metabolic syndrome and diabetes: the MESA study.
        JACC Cardiovasc Imaging. 2021 Jan; 14 (Epub 2020 Oct 28): 219-229https://doi.org/10.1016/j.jcmg.2020.06.047
        • Preiss D
        • Seshasai SR
        • Welsh P
        • et al.
        Risk of incident diabetes with intensive-dose compared with moderate-dose statin therapy: a meta-analysis.
        JAMA. 2011 Jun 22; 305: 2556-2564https://doi.org/10.1001/jama.2011.860
        • Laakso M
        • Kuusisto J.
        Diabetes secondary to treatment with statins.
        Curr Diab Rep. 2017 Feb; 17: 10https://doi.org/10.1007/s11892-017-0837-8
        • Sandesara PB
        • Mehta A
        • O'Neal WT
        • et al.
        Clinical significance of zero coronary artery calcium in individuals with LDL cholesterol ≥190 mg/dL: The Multi-Ethnic Study of Atherosclerosis.
        Atherosclerosis. 2020 Jan; 292 (Epub 2019 Sep 27): 224-229https://doi.org/10.1016/j.atherosclerosis.2019.09.014
        • Leigh A
        • McEvoy JW
        • Garg P
        • et al.
        Coronary artery calcium scores and atherosclerotic cardiovascular disease risk stratification in smokers.
        JACC Cardiovasc Imaging. 2019 May; 12 (Epub 2018 Feb 14): 852-861https://doi.org/10.1016/j.jcmg.2017.12.017
        • Patel J
        • Pallazola VA
        • Dudum R
        • et al.
        Assessment of coronary artery calcium scoring to guide statin therapy allocation according to risk-enhancing factors: the multi-ethnic study of atherosclerosis.
        JAMA Cardiol. 2021 Oct 1; 6: 1161-1170https://doi.org/10.1001/jamacardio.2021.2321
        • Barrett E
        • Paige E
        • Welsh J
        • et al.
        Differences between men and women in the use of preventive medications following a major cardiovascular event: Australian prospective cohort study.
        Prev Med Rep. 2021 Mar 7; 22101342https://doi.org/10.1016/j.pmedr.2021.101342
        • Goldstein KM
        • Zullig LL
        • Bastian LA
        • Bosworth HB.
        Statin adherence: does gender matter?.
        Curr Atheroscler Rep. 2016 Nov; 18: 63https://doi.org/10.1007/s11883-016-0619-9
        • Olmastroni E
        • Boccalari MT
        • Tragni E
        • et al.
        Sex-differences in factors and outcomes associated with adherence to statin therapy in primary care: need for customisation strategies.
        Pharmacol Res. 2020 May; 155 (Epub 2019 Oct 31)104514https://doi.org/10.1016/j.phrs.2019.104514
        • Orringer CE
        • Blaha MJ
        • Stone NJ.
        Coronary artery calcium scoring in patients with statin associated muscle symptoms: prescribing statins for those most likely to benefit.
        J Clin Lipidol. 2021 Nov-Dec; 15 (Epub 2021 Oct 11): 782-788https://doi.org/10.1016/j.jacl.2021.09.052
        • Grundy SM
        • Vega GL.
        Statin intolerance and noncompliance: an empiric approach.
        Am J Med. 2022 Mar; 135 (Epub 2021 Oct 28): 318-323https://doi.org/10.1016/j.amjmed.2021.09.014
        • Mosca L
        • Benjamin EJ
        • Berra K
        • et al.
        Effectiveness-based guidelines for the prevention of cardiovascular disease in women–2011 update: a guideline from the american heart association.
        Circulation. 2011 Mar 22; 123 (Epub 2011 Feb 14. Erratum in: Circulation. 2011 Jun 7;123(22):e624. Erratum in: Circulation. 2011 Oct 18;124(16):e427): 1243-1262https://doi.org/10.1161/CIR.0b013e31820faaf8
        • Garg K
        • Patel TR
        • Kanwal A
        • et al.
        The evolving role of coronary computed tomography in understanding sex differences in coronary atherosclerosis.
        J Cardiovasc Comput Tomogr. 2021 Oct 8; (S1934-5925(21)00422-6Epub ahead of print)https://doi.org/10.1016/j.jcct.2021.09.004