Are High Cardiac Calcium Scores Bad for Endurance Athletes?
The Athlete Paradox: The Clinical Paradigm of Coronary Artery Calcium: Assessing Risk in Asymptomatic Populations
The landscape of preventive cardiology has undergone a profound transformation with the emergence of subclinical imaging, specifically the quantification of coronary artery calcium (CAC)Coronary artery calcium is a measure of calcified plaque deposits in the walls of the coronary arteries, quantified by CT scan and expressed as an Agatston score; higher scores indicate greater cumulative plaque burden and predict future cardiovascular events.. For decades, cardiovascular risk assessment relied almost exclusively on probabilistic models derived from population-wide observational data. While tools such as the Framingham Risk ScoreThe Framingham Risk Score is a specific ten-year heart-attack-risk calculator built from the Framingham Heart Study's decades of data — the original tool that turned "risk factors" into a number. and the Pooled Cohort EquationsThe Pooled Cohort Equations are the risk calculator the American College of Cardiology and American Heart Association currently recommend, estimating your ten-year odds of a heart attack or stroke from age, cholesterol, blood pressure, diabetes, and smoking status. have provided a foundation for primary preventionPrimary prevention is treating someone who has never had a heart attack or stroke, to keep the first one from happening., they remain indirect measures of risk, estimating the likelihood of disease based on surrogate markersA surrogate marker is a stand-in measurement used because the thing you really care about takes too long to observe. like cholesterolCholesterol is a waxy substance your body needs. It goes into cell walls, hormones, vitamin D, and the bile that digests your food. You would die without it. levels and blood pressureBlood pressure is the force of blood pushing against your artery walls. It is written as two numbers, like 120/80. The top number is the pressure when your heart squeezes, the bottom is when it relaxes.. The integration of CAC scoring into clinical practice represents a shift toward a disease-based approach, where the direct visualization of atherosclerotic burden allows for highly individualized risk stratification. In the general population, the presence and extent of coronary calcium is a robust and independent predictorA variable that statistically forecasts an outcome—such as mortality—even after accounting for other known risk factors like age, BMI, and cholesterol through multivariable analysis. of future myocardial infarctionSee Heart Attack for the full entry. and cardiovascular mortality.¹ However, a growing body of evidence has identified a counterintuitive phenomenon in masters endurance athletes: these individuals, who often possess superior cardiorespiratory fitnessCardiorespiratory fitness is how well your heart, lungs, and muscles work together to use oxygen during hard exercise. It is often measured as VO2 max. and lower overall mortality, frequently exhibit higher CAC scores and more coronary plaquePlaque is the buildup of cholesterol, immune cells, scar tissue, and calcium inside an artery wall. than their sedentary peers.² This report explores the technical underpinnings of CAC scoring, its predictive performance in the general population, the biological mechanisms proposed to explain the athletic paradox, and its comparative utility against other modern risk predictionRisk prediction in cardiovascular medicine refers to the use of clinical variables — such as age, blood pressure, cholesterol, and smoking status — or direct measurements such as imaging to estimate an individual's probability of suffering a heart attack or stroke within a defined time horizon. tools.

Technical Foundations of Coronary Artery Calcium Scoring
Coronary arteryAn artery is a blood vessel that carries blood away from the heart to the rest of the body. calcium (CAC) is a highly specific marker of coronary atherosclerosisAtherosclerosis is the disease behind most heart attacks and many strokes. Cholesterol particles get stuck in the wall of an artery, the body sends immune cells to clean up, and over years that mess hardens into plaque. and a practical surrogate for overall coronary plaque burdenPlaque burden is the total amount of plaque in your arteries, everywhere — not just at the single worst spot..¹,³ The development of calcified plaqueCalcified plaque is the hardened, calcium-filled part of a plaque. It shows up brightly on a CT scan, which is what a calcium scan measures. in the coronary arteriesThe coronary arteries are the small vessels that wrap around the outside of your heart and feed the heart muscle itself. is an active, regulated biological process rather than a passive accumulation of minerals. It typically reflects more advanced phases of the atherosclerotic cascade and correlates with total plaque burden in the epicardial coronary arteriesThe epicardial coronary arteries are the large, surface-level arteries that run along the outside of the heart and serve as the main conduits supplying blood to the heart muscle; they are the vessels in which atherosclerotic plaque predominantly forms and the primary focus of coronary imaging studies..¹,³ Because calcificationCalcification is when calcium gets deposited into a plaque, turning part of it hard and bony. reflects only a portion of total atherosclerosis, the presence of detectable calcium generally implies a larger underlying burden that can include both calcified and non-calcified atheromaAtheroma is another word for the fatty deposit inside an artery wall — essentially a synonym for plaque, used more often in research writing..¹,³
Mechanics of Computed Tomography and the Agatston Method
The standard method for assessing coronary calcium is through non-contrast, electrocardiogramAn electrocardiogram — ECG or EKG — records your heart's electrical activity through stickers placed on your skin. It takes about a minute and is painless. (ECG)-gated computed tomographyComputed tomography, or CT, takes X-ray images from many angles and reconstructs them into cross-sections of the body. (CT) of the chest. To ensure high-quality imaging and minimize motion artifacts from the cardiac cycle, scans are typically acquired during a single breath-hold using prospective ECG triggeringA CAC scan acquisition technique in which X-ray exposure is synchronized to a specific phase of the cardiac cycle—typically diastole—using the electrocardiogram signal, minimizing motion blur so that small calcified lesions can be accurately detected and measured..³ This synchronization allows the scanner to capture images primarily during diastole, when the heart is most still.³ Modern multidetector computed tomography (MDCT)A CT scanner design that uses multiple rows of detectors to acquire several image slices simultaneously, offering high spatial resolution and fast acquisition; it has largely replaced earlier electron beam CT for coronary calcium scoring because of its wide availability and comparable accuracy. systems have largely replaced earlier electron beam computed tomography (EBCT) due to their widespread availability and high spatial resolutionSpatial resolution in medical imaging refers to the smallest structure a scanner can distinguish as a separate object; coronary CT angiography has a practical resolution limit of about 0.4–0.5 mm, meaning early atherosclerotic lesions thinner than a human hair—typically 100–300 micrometers—are invisible to the scan even when biologically present..³
The quantification of coronary calcium is most commonly achieved through the Agatston scoreThe Agatston score is the specific formula used to turn a calcium CT scan into a single number, weighting each calcium deposit by how dense and how large it is., a semi-quantitative method originally described in 1990.³ To be classified as a calcified lesionIn cardiology, a lesion refers to a discrete area of atherosclerotic plaque narrowing a coronary artery, typically described by the percentage of luminal obstruction it causes. The article describes four residual lesions too small in vessel diameter to accept a stent after the most critical one was treated., a coronary focus must typically have an attenuation of ≥130 Hounsfield units (HU)A standardized scale of radiodensity used in CT imaging, where water is defined as 0 HU and denser materials register higher values; in CAC scoring, a threshold of ≥130 HU is used to identify calcified coronary plaque when applying the Agatston method. and an area of ≥3 contiguous pixels (≈1 mm²) on standard acquisition parameters.³ The Agatston score for a single lesion is calculated by multiplying lesion area by a weighted density factor based on peak attenuation within that lesion: a factor of 1 for 130–199 HU, 2 for 200–299 HU, 3 for 300–399 HU, and 4 for ≥400 HU.³ The total Agatston score is the cumulative sum of scores across the left main, left anterior descending, circumflex, and right coronary arteries.³ While other measures such as calcium volume and mass scores exist, major clinical guidelines and the bulk of outcome evidence continue to prioritize Agatston scoring for routine preventive risk assessment.⁴,⁵
Safety, Cost, and Incidental Findings
Radiation exposure from CAC scanning is generally low, but varies by scanner and protocol. Estimates for CAC screening radiation dose and associated risk have been published, and typical contemporary protocols are often cited around ~1 mSv under optimized conditions.⁶ The field of view includes portions of the lungs, mediastinum, and upper abdomen, so extracardiac incidental findings are not uncommon and may drive downstream testing depending on local reporting practices.³,⁵
Predictive Accuracy and the “Power of Zero” in the General Population
The clinical utility of CAC scoring has been established through large longitudinal cohorts including the Multi-Ethnic Study of Atherosclerosis (MESA)A large prospective cohort study of adults initially free of cardiovascular disease that has provided foundational data on coronary artery calcium scoring, demonstrating a strong graded association between CAC burden and future coronary events and validating the risk implications of a CAC score of zero., supporting CAC’s ability to refine risk beyond traditional factors.⁷

The Prognostic Impact of a Zero Score
A CAC (Agatston) score of 0 indicates no detectable calcified plaque and is associated with very low short- to intermediate-term event rates in many asymptomatic adults, often supporting downward risk reclassificationIn cardiovascular risk assessment, reclassification refers to the process by which an additional test — such as a CAC scan or ApoB measurement — moves a patient from one risk category to another, prompting a change in treatment decisions that a standard risk calculator alone would not have triggered. in appropriate contexts.⁴,⁵,⁷
Why “CAC = 0” can still miss plaque (the key percentages)
CAC detects calcified plaque, not non-calcified plaqueNon-calcified plaque is the soft, fatty portion of a plaque that has not hardened with calcium. It shows up dark on a CT scan.. In symptomatic cohorts evaluated with coronary CT angiographyCoronary CT angiography, or CCTA, is a CT scan done with dye in your veins that produces detailed pictures of your heart's arteries. (CCTA), clinically meaningful plaque can exist despite CAC=0.
In the CONFIRM registryA large international multicenter registry study of patients undergoing coronary CT angiography that documented the prevalence and clinical significance of coronary artery disease — including adverse events — even among patients whose coronary artery calcium score was zero. analysis of symptomatic patients undergoing CCTA, among those with CAC=0, 13% had nonobstructive CAD, 3.5% had ≥50% stenosisStenosis is narrowing — usually described as a percentage, like a 70 percent blockage., and 1.4% had ≥70% stenosis.⁸
In a large symptomatic cohort studyA cohort study follows a large group of people over time, recording what they eat or do and what happens to their health years later. focused on CAC=0 patients undergoing CCTA, 25.28% had any plaque and 9.32% had obstructive CAD.¹⁰
Age materially modifies the “rule-out” value of CAC=0, with younger symptomatic patients more likely to have non-calcified disease.⁹
These findings are the practical reason CAC=0 should not be interpreted as “no coronary disease,” particularly when symptoms are present.
Risk Reclassification and Ethnicity
Traditional risk calculatorsA risk calculator estimates your chance of a heart attack or stroke over the next ten years, using your age, cholesterol, blood pressure, and a few other inputs. provide population-based estimates and may misclassify individuals. Adding CAC can improve discrimination and reclassification, especially among patients initially categorized as borderline or intermediate risk.⁴,⁵,⁷
The Paradox of the Endurance Athlete: High CAC in Highly Fit Individuals
The relationship between exercise and heart health is not purely linear. Cardiac imaging studies of masters athletesCompetitive or highly trained endurance athletes typically defined as individuals over the age of 35 who have engaged in years of high-intensity or high-volume training; they are the primary population studied in the athlete paradox research because their long exercise histories can paradoxically be associated with elevated coronary calcium scores. (often defined as individuals >35 years with years of high-intensity training) have shown that some long-term endurance athletes have higher CAC prevalence and/or greater plaque burden than risk-factor–matched controls.²
Research from the Master@Heart Cohort
In the Master@Heart studyThe Master@Heart study is a controlled study of lifelong male endurance athletes that found they carried more total coronary plaque than healthy, active non-athletes—including more calcified and non-calcified plaque in proximal artery segments—raising questions about whether extreme lifelong endurance training promotes atherosclerosis even in the absence of traditional risk factors., lifelong endurance athletes demonstrated higher coronary atherosclerosis burden compared with controls, emphasizing that increased fitness does not uniformly equate to lower measured plaque burden on imaging.² This has contributed to “U-shaped” or “reverse J-shaped” hypotheses proposing that while moderate exercise is protective, very high lifetime training volumes may be associated with increased subclinical coronary atherosclerosis in some individuals.²

Plaque Phenotype, Fitness, and Event Rates
A key paradox is that despite higher CAC in some endurance athletes, many studies observe favorable outcomes influenced by high cardiorespiratory fitness and overall risk-factor profiles.⁴,¹¹ Still, a high CAC score in an athlete should be interpreted as evidence of underlying atherosclerosis requiring clinical attention and individualized risk discussion—not dismissed as “benign athletic calcification.”²,¹¹
Comparative Analysis: CAC vs. Other Risk Prediction Tools
CAC complements traditional risk scores by providing a direct, disease-based measure. Guidelines support CAC particularly when treatment decisions (e.g., statinA statin slows the enzyme your liver uses to make cholesterol. Your liver responds by pulling more cholesterol out of your blood, which is where the real benefit comes from. initiation) are uncertain in borderline/intermediate-risk patients.⁴,⁵ CCTA directly visualizes both calcified and non-calcified plaque and is therefore better suited to symptomatic evaluation and plaque characterization, but is more complex and typically requires iodinated contrast.³,⁹
Future Directions: Photon-Counting CT and AI-Enabled Plaque Quantification
Photon-counting CT (PCCT)A next-generation CT detector technology that registers individual X-ray photons rather than averaging their energy, yielding higher spatial resolution and reduced blooming artifact compared with conventional detectors; it is under evaluation for improving both calcium quantification and non-calcified plaque characterization. is an emerging CT detector technology that can improve spatial resolution and reduce blooming artifactA CT imaging phenomenon in which dense calcified deposits appear larger than they truly are due to signal spillover, creating a bright 'halo' that can obscure adjacent non-calcified plaque or distort lumen assessment., potentially improving calcium quantification and plaque characterization in select settings.¹²,¹³
In parallel, AI-enabled quantitative plaque analysis on CCTA has been evaluated in peer-reviewed studies, including REVEALPLAQUEA peer-reviewed study evaluating AI-enabled automated quantitative plaque analysis on coronary CT angiography, supporting the use of machine-learning algorithms to measure total plaque burden more granularly than a single Agatston calcium sum., supporting automated plaque quantification as a step toward more granular anatomic risk assessment beyond a single calcium sum.¹⁴
Conclusion
The coronary artery calcium scoreA coronary artery calcium score, or CAC score, comes from a quick CT scan that measures how much hardened plaque is in your heart's arteries. No dye, no needles, about ten minutes. is an important tool for cardiovascular risk stratification. By moving beyond statistical probability and visualizing disease burden, CAC enables more individualized primary prevention and shared decision-makingShared decision-making is a clinical approach in which the physician and patient together weigh the available evidence — including imaging results, risk factors, and personal goals — to reach a management plan that reflects both medical best practice and the individual's values; the 2025 AHA/ACC guidelines specifically invoke it for athletes found to have elevated coronary calcium scores..⁴,⁵,⁷ Its “power of zero” can identify individuals at very low near-term risk in the appropriate (asymptomatic) context; however, CAC=0 does not exclude non-calcified plaque, and symptomatic patients can still harbor meaningful plaque and even obstructive disease on CCTA.⁸–¹⁰
In masters endurance athletes, CAC highlights a complex reality: some lifelong athletes demonstrate greater plaque burden and higher CAC, but outcomes are influenced by fitness, risk-factor profiles, and plaque characteristics that vary by cohort.²,¹¹ The practical takeaway remains that CAC is best interpreted in clinical context—useful as a risk modifier and decision aid, not as a stand-alone verdict.⁴,⁵
Corrected References
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