Cardiovascular Disease Risk Assessment in Clinical Practice
Cardiovascular Disease Risk Assessment in Clinical Practice
Miguel Cainzos-Achirica
Karan Kapoor
Tanuja Rajan
Roger S. Blumenthal
INTRODUCTION
Cardiovascular disease (CVD) is one of the leading causes of death worldwide, and atherosclerotic cardiovascular disease (ASCVD) accounts for a large proportion of those deaths.1,2ASCVD is also a leading cause of morbidity, disability, potential years of life lost, and health care expenditure. Effective prevention remains crucial to reduce the burden of ASCVD throughout the world.
Strategies for the primary prevention of ASCVD can be directed (1) at the population level or (2) to individuals who are apparently healthy but at high risk of developing ASCVD. Whereas the population at large would benefit from avoiding harmful practices (ie, restricting access to tobacco products and sugary beverages) and encouraging healthy practices (ie, increasing community access to healthy foods and exercise facilities), medications for primary prevention (ie, statins, aspirin, etc) should be restricted to individuals who are most likely to benefit. For the latter, accurate identification of individuals at increased ASCVD risk is crucial.3 In this chapter, we discuss the current state of ASCVD risk assessment, review tools widely used to estimate risk and inform prevention efforts, and present relevant guidance from the American College of Cardiology and the American Heart Association (ACC/AHA).4,5 Alternative approaches presented in recent guidelines from the European Society of Cardiology and the European Atherosclerosis Society (ESC/EAS) are also considered.6 Novel risk assessment approaches for secondary ASCVD prevention are also presented.
Clinical risk scores predicting a person’s 10-year risk of having an ASCVD event remain the cornerstone of risk assessment in primary prevention. Although Pooled Cohort Equations (PCE) and Systematic Coronary Risk Evaluation (SCORE) are currently the major tools for clinical risk assessment, other 10-year scores are also available and may be valuable in certain contexts. Risk communication tools and scores aimed at predicting additional cardiovascular outcomes may help enhance patient adherence to the recommended prevention plan and may be particularly valuable in young adults.
Despite numerous advantages, clinical risk scores also have important limitations, and the CAC score improves risk assessment when management is uncertain. Also, characteristics associated with an increased ASCVD risk at the group level can be incorporated into clinic-patient discussions to “enhance” or “modify” risk assessment. Novel risk assessment tools are becoming available for patients with established ASCVD. These may facilitate further refining the matching of therapy intensity to risk. ASCVD risk assessment remains an active area of research, particularly for imaging techniques—such as CCTA—and genetic tools. These discoveries will hopefully result in improved, timelier primary prevention of ASCVD among apparently healthy individuals at relatively high risk for future events.
BASIC CONCEPTS AND TARGET POPULATIONS IN ASCVD RISK ASSESSMENT AND MANAGEMENT
Primary and secondary prevention are the emphasis of relevant clinical practice guidelines, including the 2018 AHA/ACC/Multi-Society Guidelines on the Management of Blood Cholesterol,4 the 2019 ACC/AHA Guidelines on the Primary Prevention of Cardiovascular Disease,5 and the 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias.6
Atherosclerotic Cardiovascular Disease Risk Assessment in Primary Prevention
Primary prevention focuses on individuals with no known ASCVD (ie, without myocardial infarction [MI], angina, stroke, transient ischemic attack, or claudication). These individuals may have subclinical atherosclerotic disease, but at the time of risk assessment it will not have caused cardiovascular symptoms. ASCVD risk assessment attempts to stratify these individuals according to their probability of having an event in subsequent years.
Traditional ASCVD risk factor evaluation (ie, presence of hypertension, hyperlipidemia, diabetes, obesity, smoking status, exercise regimen, etc) is recommended every 4 to 6 years starting at age 20 years, and with this a 30-year risk estimate can be calculated up to age 59. In the United States, routine risk estimation for primary prevention is recommended between ages 40 and 75. In Europe, risk factor screening for ASCVD risk stratification purposes is recommended in men older than 40 years, and in women older than 50 years of age or who are postmenopausal.
Atherosclerotic Cardiovascular Disease Risk Assessment in Secondary Prevention Patients
Secondary prevention aims to reduce morbidity and mortality in patients with clinically overt ASCVD. The 2019 ESC/EAS guidelines provide validated tools that allow estimating 10-year and lifetime risk in secondary prevention patients.
CLINICAL RISK SCORES FOR PRIMARY ASCVD PREVENTION
Clinical risk scores estimate an individual’s probability of developing an ASCVD event over a given period of time (eg, 10 years). These estimates are derived using data from cohorts of persons similar to those undergoing risk assessment, and they generate population-based probabilities—expressed as a percentage—that can then be applied to the individual patient by the clinician. These scores are typically stratified into categories (eg, low, intermediate, or high risk) that inform clinicians as to the proper primary preventive intervention (eg, none, lifestyle interventions alone, or lifestyle interventions plus pharmacotherapy).
Risk Scores for 10-Year Atherosclerotic Cardiovascular Disease Risk Assessment
U.S. and European guidelines recommend using clinical risk scores as the first step in primary prevention care (Algorithms 96.1 and 96.2).4,5,6,7,8 The current standard is to use tools that predict the 10-year risk of developing an ASCVD event (ie, coronary heart disease [CHD] events or stroke).
The Pooled Cohort Equations (PCE). Since 2013, the ACC/AHA recommend using the PCE to predict 10-year risk of fatal and nonfatal ASCVD events.4,5,9 The PCE were developed using data from five major U.S. cohort studies and include separate equations for non-Hispanic White and African American adults. For other racial/ethnic groups, the equations for non-Hispanic Whites are recommended, although the guidelines stress that these estimates should be interpreted cautiously. Using the PCE and the associated risk categories, individuals are classified as being at low (≥5%), borderline (5% to <7.5%), intermediate (7.5% to <20%), or high (≥20%) risk of a fatal/nonfatal ASCVD event over 10 years.
The Systematic Coronary Risk Evaluation (SCORE) charts. The ESC/EAS recommend using the SCORE charts and the associated online calculator (HeartScore10) to predict an individual’s 10-year risk of a fatal ASCVD event.6 For an approximation of the 10-year risk of fatal and nonfatal ASCVD events, the SCORE risk is multiplied by three. Separate equations are available for men and women as well as for high ASCVD risk (eg, Russia) and low ASCVD risk (eg, Spain) countries; locally recalibrated equations are encouraged when available. Using SCORE, individuals are classified as being at low (<1%), moderate (1% to <5%), high (5% to<10%), and very high (≥10%) 10-year risk of a fatal ASCVD event.
ALGORITHM 96.2 Risk assessment algorithm recommended in the 2019 ESC/EAS Guidelines. ASCVD, atherosclerotic cardiovascular disease; BP, blood pressure; CAC, coronary artery calcium; DM, diabetes mellitus; eGFR, estimated glomerular filtration rate; FH, familial hypercholesterolemia; LDL-C, low density lipoprotein cholesterol; RF, risk factor(s); SCORE, Systematic Coronary Risk Evaluation; T1DM, type 1 diabetes mellitus; T2DM, type 2 diabetes mellitus; TC, total cholesterol. (Data from 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;41(1):111-188.)
PCE versus SCORE. Both the PCE and SCORE use similar input information, although the online HeartScore calculator used in the latter includes additional characteristics. Table 96.1 compares the landmark PCE and the SCORE scoring systems in detail.
Other 10-year ASCVD/CHD risk scores. The QRISK-3 was developed in the United Kingdom using database health care information from millions of British men and women, and accounts for race/ethnicity, country of origin, and additional risk factors such as atrial fibrillation (a strong risk factor for stroke) and inflammatory conditions.11 The QRISK-3 may be more appropriate than the SCORE charts in some British populations (eg, in those of South Asian ancestry).
The Multi-Ethnic Study of Atherosclerosis (MESA) CHD Risk Score was developed in 2015 using more contemporary, multiethnic data than that used to derive the PCE. It accounts for family history of CVD, the coronary artery calcium (CAC) score, and also provides estimations for Hispanics and Chinese Americans.12 The score is available as both a web-based and mobile application-based tool. More recently, the Astronaut Cardiovascular Health and Risk Modification (Astro-CHARM) score, which also incorporates CAC as a predictor, was developed to predict ASCVD events in individuals between 45 and 65 years of age13 (Table 96.2). Finally, local validated risk calculators are available in many countries.
Scores for specific subgroups and patient populations. The ESC/EAS guidelines also include guidance for the use of primary prevention risk scoring tools for specific patient subgroups, such as the SCORE “O.P.” in elderly individuals and the ADVANCE risk score and the DIAL model in patients with diabetes.6 The U-PREVENT website14 is a helpful online resource that helps identify the most appropriate score for each specific patient.
Strengths and weaknesses of 10-year ASCVD risk scoring. Convenience is a key advantage of the 10-year risk assessment using clinical risk scores, as most of the risk score calculators can be easily accessed online at no cost. In addition, most of them are parsimonious and use input information that is typically generated during a routine medical visit or that is already recorded in the patient’s medical record. Conversely, 10-year risk scores also have important limitations. Risk discrimination and calibration issues have been noted, especially when scores used data from cohorts recruited 30 to 40 years ago to estimate risk in more contemporary, healthier populations.15 To ameliorate this, in the 2018 and 2019 ACC/AHA guidelines, the intermediate risk category was defined with a broader range (10-year estimated risk ranging from 7.5% to <20%), than in the prior iterate (5% to <7.5%). This expanded the population for a more personalized risk assessment.4,5 Also, most clinical risk scores emphasize chronologic age, which results in most young adults receiving low-risk estimations and most elderly persons high-risk estimations regardless of their actual burden of preventable risk factors. This may result in the underdetection of high-risk young adults and in the overtreatment of healthy elderly individuals. Other key challenges include the difficulty to communicate 10-year probabilities derived from population-level data to individual patients in a meaningful way,16 as well as the lack of risk information provided by these tools beyond the 10-year time horizon.
TABLE 96.1 Characteristics of the Pooled Cohort Equations and the Systematic Coronary Risk Evaluation Charts for 10-Year ASCVD Risk Assessment
Framingham (original and offspring), ARIC, CARDIA, and CHS
12 European cohorts
Year of introduction
2013
2003
Input variables
Age, sex, race, diabetes mellitus, total cholesterol, HDL cholesterol, systolic and diastolic blood pressure, antihypertensive medication use, smoking
Age, sex, total cholesterol, HDL cholesterol, systolic blood pressure, smoking; separate equations for high- and low-risk European countries; additional variables used by the online HeartScore
Low (<5%), Borderline (≥5% to <7.5%), Intermediate (≥7.5% to <20%), and High (≥20%) 10-year risk
Low (<1%), moderate (≥1% to <5%), high (≥5% to <10%), and very high (≥10%) 10-year risk
Recalibration
Challenging due to inclusion of nonfatal outcomes; not performed since original development in 2013
Easier owing to inclusion only of fatal events; recalibration since 2003 done periodically; locally calibrated scores available in many European countries
ACC, American College of Cardiology; AHA, American Heart Association; ARIC, Atherosclerosis Risk in Communities; ASCVD, atherosclerotic cardiovascular disease; CARDIA, Coronary Artery Risk Development in Young Adults; CHS, Cardiovascular Health Study; EAS, European Atherosclerosis Society; ESC, European Society of Cardiology; HDL, high density lipoprotein; SCORE, Systematic Coronary Risk Evaluation.
Only gold members can continue reading. Log In or Register to continue