Cited by 141Cardiovascular Effects of ExerciseCardiovascular and exercise physiologyPhysical Activity and Health

Lifelong endurance exercise and its relation with coronary atherosclerosis

Open access
De Bosscher, Ruben, Dausin, Christophe, Claus, Piet, Bogaert, Jan, Dymarkowski, Steven, Goetschalckx, Kaatje, Ghekiere, Olivier, Van De Heyning, Caroline M +8 more·2023·European Heart Journal

Abstract

Aims: The impact of long-term endurance sport participation (on top of a healthy lifestyle) on coronary atherosclerosis and acute cardiac events remains controversial. Methods and results: The Master@Heart study is a well-balanced prospective observational cohort study. Overall, 191 lifelong master endurance athletes, 191 late-onset athletes (endurance sports initiation after 30 years of age), and 176 healthy non-athletes, all male with a low cardiovascular risk profile, were included. Peak oxygen uptake quantified fitness. The primary endpoint was the prevalence of coronary plaques (calcified, mixed, and non-calcified) on computed tomography coronary angiography. Analyses were corrected for multiple cardiovascular risk factors. The median age was 55 (50–60) years in all groups. Lifelong and late-onset athletes had higher peak oxygen uptake than non-athletes [159 (143–177) vs. 155 (138–169) vs. 122 (108–138) % predicted]. Lifelong endurance sports was associated with having ≥1 coronary plaque [odds ratio (OR) 1.86, 95% confidence interval (CI) 1.17–2.94], ≥ 1 proximal plaque (OR 1.96, 95% CI 1.24–3.11), ≥ 1 calcified plaques (OR 1.58, 95% CI 1.01–2.49), ≥ 1 calcified proximal plaque (OR 2.07, 95% CI 1.28–3.35), ≥ 1 non-calcified plaque (OR 1.95, 95% CI 1.12–3.40), ≥ 1 non-calcified proximal plaque (OR 2.80, 95% CI 1.39–5.65), and ≥1 mixed plaque (OR 1.78, 95% CI 1.06–2.99) as compared to a healthy non-athletic lifestyle. Conclusion: Lifelong endurance sport participation is not associated with a more favourable coronary plaque composition compared to a healthy lifestyle. Lifelong endurance athletes had more coronary plaques, including more non-calcified plaques in proximal segments, than fit and healthy individuals with a similarly low cardiovascular risk profile. Longitudinal research is needed to reconcile these findings with the risk of cardiovascular events at the higher end of the endurance exercise spectrum.

AI snapshot

Written from the paper’s full text.

TL;DR

In the Master@Heart prospective cohort of low-risk men, lifelong endurance athletes did not have a more favorable coronary plaque composition than healthy non-athletes; instead they had more coronary plaques, including non-calcified proximal plaques. The findings challenge the idea that benign plaque composition explains lower cardiovascular event risk in highly trained endurance athletes.

Key findings

  • Among 191 lifelong athletes, 191 late-onset athletes, and 176 non-athletes, lifelong endurance sport was associated with higher odds vs non-athletes of ≥1 coronary plaque (OR 1.86, 95% CI 1.17–2.94), ≥1 proximal plaque (OR 1.96, 1.24–3.11), ≥1 calcified plaque (OR 1.58, 1.01–2.49), ≥1 calcified proximal plaque (OR 2.07, 1.28–3.35), ≥1 non-calcified plaque (OR 1.95, 1.12–3.40), ≥1 non-calcified proximal plaque (OR 2.80, 1.39–5.65), and ≥1 mixed plaque (OR 1.78, 1.06–2.99).
  • Lifelong athletes also had higher overall plaque burden than controls: SSS between-group difference 0.86 (95% CI 0.22–1.51) and SIS 0.65 (0.20–1.10); CAC percentile difference 9.6 (2.4–16.8). Compared with late-onset athletes, lifelong athletes had more ≥50% stenosis in any segment (OR 2.79, 1.20–6.50) and proximal segment (OR 5.92, 1.22–28.80).
  • Plaque-type distribution was similar across groups (calcified 62.3% vs 68.4% vs 67%; non-calcified 11.8% vs 9.8% vs 13.7%; mixed 25.9% vs 21.8% vs 19.3%). Vulnerable plaques (≥2 high-risk features) were uncommon, and lifelong athletic lifestyle was associated with lower prevalence (OR 0.11, 95% CI 0.01–0.98).

Methods

  • Multicentre prospective observational cohort (Master@Heart; University Hospitals Leuven, University Hospital Antwerp, Jessa Hospital Hasselt), with primary endpoint analyzed cross-sectionally. 605 eligible subjects sampled; 558 analyzed: 191 lifelong athletes, 191 late-onset athletes, 176 non-athletes. All male, age 45–70, low cardiovascular risk; exclusions included CVD history, diabetes, hypercholesterolaemia, hypertension, smoking, BMI >27.2 kg/m², iodine contrast allergy.
  • Athletes: cycling ≥8 h/week, running ≥6 h/week, or triathlon ≥8 h/week for ≥6 months; lifelong started <30 years, late-onset >30 years. Non-athletes: ≤3 h/week physical activity without prior regular endurance exercise. Fitness measured by peak oxygen uptake; coronary assessment by CTCA for plaque presence, location, composition (calcified, mixed, non-calcified), stenosis, CAC, SSS/SIS, vulnerable plaque features.
  • Logistic and linear regression adjusted for age, BMI, systolic and diastolic BP, total cholesterol, LDL cholesterol, HbA1c, and family history of CAD. No missing data from population characteristics, exercise testing, and CTCA.

Limitations

  • Stated: limited to male participants and White ethnicity, so findings may not apply to women or other ethnicities; cross-sectional design precludes definitive causal inference; no laboratory testing to exclude illicit performance-enhancing drugs; no blood sampling or BP monitoring before inclusion; multiple comparisons increase Type 1 error risk; lifetime training load assessed by questionnaire rather than continuous tracking, and temporary training interruptions cannot be excluded.
  • Evident from the text: observational cohort with residual confounding possible despite adjustment; the primary endpoint is cross-sectional, and clinical event follow-up was planned/extended rather than reported here.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1093/eurheartj/ehad152

Cites

34 of 34 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

31 of 57 cited sources checked · 9 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    Smoking history was a non-negligible confounder in the papers by Molhenkamp et al. and Aengevaeren et al.

    “Smoking history was a non-negligible confounder in the papers by Molhenkamp et al. and Aengevaeren et al.2,4”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [2] Mohlenkamp, 2008, Running: the risk of coronary events: prevalence and prognostic relevance of coronary atherosclerosis in marathon runners, Eur Heart J source
    • cites [4] Aengevaeren, 2017, Relationship between lifelong exercise volume and coronary atherosclerosis in athletes, Circulation source
  • Premisecitation

    Studies differed in cardiovascular risk profiles in both athletes and controls.

    “studies differed in cardiovascular risk profiles in both athletes and controls.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [2] Mohlenkamp, 2008, Running: the risk of coronary events: prevalence and prognostic relevance of coronary atherosclerosis in marathon runners, Eur Heart J source
    • cites [4] Aengevaeren, 2017, Relationship between lifelong exercise volume and coronary atherosclerosis in athletes, Circulation source

      The Results (p. 12) compare cardiovascular risk factors among athletes within this study, and the discussion (p. 15) mentions one earlier study that matched runners with controls. Neither passage establishes that cardiovascular risk profiles differed across studies in both athletes and controls. The Limitations (p. 19) also state that this study had no general-population control group. (LLM, conf=0.73)

      Experimental — accuracy not yet measured
  • Premisecitation

    Current evidence cannot relate an increased risk of ischaemic heart disease events in endurance athletes.

    “current evidence cannot relate an increased risk of ischaemic heart disease events in endurance athletes.23–26”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [23] Gao, 2022, Associations of long-term physical activity trajectories with coronary artery calcium progression and cardiovascular disease events: results from the CARDIA study, Br J Sports Med source

      The Abstract and Discussion report no detected increase in cardiovascular events with long-term high physical activity in the CARDIA cohort. However, the Limitations state that participants rarely reached endurance-athlete activity levels, and the paper reports cardiovascular events as a group rather than a separate result for ischaemic heart disease events in athletes. Page numbers are unavailable in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [24] German, 2022, Physical activity, coronary artery calcium, and cardiovascular outcomes in the Multi-Ethnic Study of Atherosclerosis (MESA), Med Sci Sports Exerc source

      The Results (Overall Relationship Between PA, CAC and Cardiovascular Outcomes; page not available) report no significant increase in incident cardiovascular disease among participants with high physical activity. However, the study examined a general MESA cohort, not endurance athletes, and its cardiovascular outcome was a composite rather than ischaemic heart disease events specifically. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [25] DeFina, 2019, Association of all-cause and cardiovascular mortality with high levels of physical activity and concurrent coronary artery calcification, JAMA Cardiol source

      The Discussion reports no greater mortality among highly active men with elevated coronary artery calcification, which supports the claim’s general direction. But the Mortality section measures all-cause and cardiovascular deaths, not ischaemic heart disease events specifically or nonfatal events; the Strengths and Limitations section also says the study cannot rule out some increased cardiovascular mortality risk. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Interpretationown data

    Our results do not support the hypothesis that the observed lower risk of cardiovascular events amongst individuals with high cardiorespiratory fitness can be explained by a more benign (i.e. stable) plaque composition.

    “our results do not support the hypothesis that the observed lower risk of cardiovascular events amongst individuals with high cardiorespiratory fitness can be explained by a more benign (i.e. stable) plaque composition.22”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [22] Mozaffarian, 2008, Physical activity and incidence of atrial fibrillation in older adults: the cardiovascular health study, Circulation source

      The Results and Discussion address physical activity and incident atrial fibrillation in older adults, not cardiorespiratory fitness, cardiovascular events, or plaque composition. Searches for stable plaque composition and plaque stability found no passage evaluating the proposed explanation. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Premisecitation

    A lower prevalence of cardiac risk factors with low physical activity levels is associated with reduced coronary atherosclerosis but unfavourable plaque characteristics.

    “a lower prevalence of cardiac risk factors with low physical activity levels is associated with reduced coronary atherosclerosis but unfavourable plaque characteristics.3,4”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [3] Merghani, 2017, Prevalence of subclinical coronary artery disease in masters endurance athletes with a low atherosclerotic risk profile, Circulation source
    • cites [4] Aengevaeren, 2017, Relationship between lifelong exercise volume and coronary atherosclerosis in athletes, Circulation source

      The Results (p. 13) report less coronary atherosclerosis in the least-active athletes, but more mixed plaques among those who had atherosclerosis; the Discussion (p. 14) describes the most-active group’s plaques as more benign. The cited passages do not establish that the least-active group had a lower prevalence of cardiac risk factors, so that part of the claim is unsupported. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims. 32
  • Classified as probably not a substantial claim. 23
  • May combine two claims.

    Premisecitation

    Some studies have shown that endurance exercise reduces the risk for ischaemic events regardless of CAC score, and this reduction is greatest at the higher CAC scores.

    “Some studies have shown that endurance exercise reduces the risk for ischaemic events regardless of CAC score, and this reduction is greatest at the higher CAC scores.24,26”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [24] German, 2022, Physical activity, coronary artery calcium, and cardiovascular outcomes in the Multi-Ethnic Study of Atherosclerosis (MESA), Med Sci Sports Exerc source

      The Results (Overall Relationship Between PA, CAC and Cardiovascular Outcomes) report fewer incident CVD events with higher physical activity only for participants with CAC <100 AU; they state there was no significant association with CVD for participants with CAC ≥100 AU. The Discussion describes the largest risk differences at high CAC in another analysis, but those differences concerned mortality, not ischaemic events. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [26] Radford, 2018, Cardiorespiratory fitness, coronary artery calcium, and cardiovascular disease events in a cohort of generally healthy middle-age men: results from the Cooper Center Longitudinal Study, Circulation source

      The Abstract reports lower CVD event risk with higher cardiorespiratory fitness at all CAC levels, and the Discussion reports a stronger inverse association as CAC burden increased. But this observational study of generally healthy men did not test whether endurance exercise itself reduces ischaemic events; the Clinical Implications section explicitly says it did not examine the effect of changes in fitness on CVD risk. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Regular exercise improves blood pressure control and lipid profiles, reduces the incidence of diabetes and myocardial infarction, and increases life expectancy.

    “Regular exercise improves blood pressure control and lipid profiles, reduces the incidence of diabetes and myocardial infarction, and increases life expectancy.6–9”
    Quote in the paperNot a substantial claim2 of 4 sources checked
    • cites [6] Cornelissen, 2005, Effects of endurance training on blood pressure, blood pressure-regulating mechanisms, and cardiovascular risk factors, Hypertension source

      The Perspectives and Discussion sections report improved blood pressure and HDL cholesterol with endurance training; triglycerides tended to decrease. The Discussion also describes an association between physical activity and lower cardiovascular mortality, but the paper does not establish reduced diabetes or myocardial-infarction incidence or increased life expectancy. Page numbers are not available in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [7] Kelley, 2006, Aerobic exercise and lipids and lipoproteins in patients with cardiovascular disease: a meta-analysis of randomized controlled trials, J Cardiopulm Rehabil source
    • cites [8] Thomas, 2006, Exercise for type 2 diabetes mellitus, Cochrane Database Syst Rev source

      The Results (page unavailable) report that exercise lowered plasma triglycerides in people with type 2 diabetes, supporting only part of the lipid-profile claim; they found no significant improvement in cholesterol or blood pressure. The review did not assess diabetes incidence, myocardial infarction incidence, or mortality, so it cannot support the claimed reductions in incidence or increase in life expectancy. (LLM, conf=0.91)

      Experimental — accuracy not yet measured
    • cites [9] Koolhaas, 2016, Physical activity types and coronary heart disease risk in middle-aged and elderly persons: the Rotterdam study, Am J Epidemiol source
  • May combine two claims.

    Interpretationcitation

    The plaque-to-vessel ratio in athletes could be lower and thus lead to less significant stenosis.

    “meaning that the plaque-to-vessel ratio in athletes could be lower and thus lead to less significant stenosis.27,28”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [27] Parker, 1994, Effects of exercise training on regulation of tone in coronary arteries and arterioles, Med Sci Sports Exerc source
    • cites [28] Haskell, 1993, Coronary artery size and dilating capacity in ultradistance runners, Circulation source
  • May combine two claims.

    Premisecitation

    In 2017, two other studies reported that athletes presenting with coronary plaques were more likely to have calcified plaques, whereas non-athletes with plaques more frequently had mixed plaques.

    “In 2017, two other studies added a relevant nuance that athletes presenting with coronary plaques were more likely to have calcified plaques, whereas non-athletes with plaques more frequently had mixed plaques.3,4”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [3] Merghani, 2017, Prevalence of subclinical coronary artery disease in masters endurance athletes with a low atherosclerotic risk profile, Circulation source
    • cites [4] Aengevaeren, 2017, Relationship between lifelong exercise volume and coronary atherosclerosis in athletes, Circulation source

      The Results (p. 13) report fewer mixed plaques and more exclusively calcified plaques among plaque-bearing athletes in the most active group than in the least active group. But the comparison was between groups of athletes, not between athletes and non-athletes; the Accelerated Coronary Artery Calcification section (p. 15) says even the least active group averaged about one hour of running per week. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    Increased cardiorespiratory fitness is associated with a progressive reduction of cardiovascular events.

    “Increased cardiorespiratory fitness is associated with a progressive reduction of cardiovascular events, which would seem to be at odds with the aforementioned link between lifelong exercise load and increased coronary atherosclerosis.”
    Quote in the paperSubstantial claim2 of 4 sources checked
    • cites [6] Cornelissen, 2005, Effects of endurance training on blood pressure, blood pressure-regulating mechanisms, and cardiovascular risk factors, Hypertension source
    • cites [7] Kelley, 2006, Aerobic exercise and lipids and lipoproteins in patients with cardiovascular disease: a meta-analysis of randomized controlled trials, J Cardiopulm Rehabil source
    • cites [8] Thomas, 2006, Exercise for type 2 diabetes mellitus, Cochrane Database Syst Rev source

      The Results (page unavailable) report fitness outcomes but say that no study included diabetic complications as an outcome; the Discussion (page unavailable) says the trials were too short to report significant long-term complications. Searches for cardiovascular events and fitness-related cardiovascular risk found no passage establishing a progressive reduction in events as fitness increases. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [9] Koolhaas, 2016, Physical activity types and coronary heart disease risk in middle-aged and elderly persons: the Rotterdam study, Am J Epidemiol source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The SSS and SIS have demonstrated clinical validity in detecting major adverse cardiac events in multiple populations.

    “The SSS and SIS have demonstrated clinical validity in detecting major adverse cardiac events in multiple populations.15–19”
    Quote in the paperNot a substantial claim3 of 5 sources checked
    • cites [15] Al-Mallah, 2014, Does coronary CT angiography improve risk stratification over coronary calcium scoring in symptomatic patients with suspected coronary artery disease? Results from the prospective multicenter international CONFIRM registry, Eur Heart J Cardiovasc Imaging source

      The Multivariable Cox models section reports that adding SSS or SIS improved prediction of death or myocardial infarction, and Table 3 shows improved C-statistics for both scores. The evidence comes from one multicenter cohort of symptomatic patients with suspected coronary artery disease, not multiple distinct populations; the measured endpoint was all-cause mortality or non-fatal MI. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [16] Tesche, 2016, Prognostic implications of coronary CT angiography-derived quantitative markers for the prediction of major adverse cardiac events, J Cardiovasc Comput Tomogr source
    • cites [17] Nadjiri, 2016, Prognostic value of coronary CT angiography in diabetic patients: a 5-year follow up study, Int J Cardiovasc Imaging source
    • cites [18] Motwani, 2017, Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis, Eur Heart J source

      The Prediction all-cause mortality section reports that both SSS and SIS predicted five-year all-cause mortality in patients with suspected coronary artery disease. It does not report their performance for major adverse cardiac events or establish validity across multiple populations; the Study limitations section says cardiac-specific endpoints were unavailable for all centres. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [19] van den Hoogen, 2020, Coronary atherosclerosis scoring with semiquantitative CCTA risk scores for prediction of major adverse cardiac events: propensity score-based analysis of diabetic and non-diabetic patients, J Cardiovasc Comput Tomogr source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Calcified plaques are more stable and less prone to rupture than mixed and non-calcified plaques.

    “Since calcified plaques are more stable and less prone to rupture than mixed and non-calcified plaques”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [20] Hou, 2012, Prognostic value of coronary CT angiography and calcium score for major adverse cardiac events in outpatients, JACC Cardiovasc Imaging source

      The Discussion (page unavailable) reports significantly higher three-year major adverse cardiac event rates for noncalcified and mixed plaques than for calcified plaques, and describes soft, lipid-filled plaques as more vulnerable. The study does not establish that calcified plaques are mechanically more stable or specifically less prone to rupture; it measured clinical events, not plaque rupture. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Endurance athletes have larger coronary arteries and a greater vasodilatory potential.

    “it is known that endurance athletes have larger coronary arteries and a greater vasodilatory potential”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [27] Parker, 1994, Effects of exercise training on regulation of tone in coronary arteries and arterioles, Med Sci Sports Exerc source
    • cites [28] Haskell, 1993, Coronary artery size and dilating capacity in ultradistance runners, Circulation source

      The Abstract reports greater coronary-artery dilation after nitroglycerin in the ultradistance runners. It also reports no significant difference in artery size before nitroglycerin, so the unqualified claim that endurance athletes have larger coronary arteries is not supported by this study's measurements. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Prior studies only looked at the relative distribution of plaque type in individuals with evidence of plaque, but did not report differences in the absolute prevalence of calcified, mixed, and non-calcified plaques.

    “these prior studies only looked at the relative distribution of plaque type in individuals with evidence of plaque, but differences in the absolute prevalence of calcified, mixed, and non-calcified plaques were not reported.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [3] Merghani, 2017, Prevalence of subclinical coronary artery disease in masters endurance athletes with a low atherosclerotic risk profile, Circulation source
    • cites [4] Aengevaeren, 2017, Relationship between lifelong exercise volume and coronary atherosclerosis in athletes, Circulation source
  • Classified as probably not a substantial claim.

    Study design and conductcitation

    All coronary lesions were interpreted following the 2016 SCCT guidelines for their location, stenosis grade, composition (calcified, mixed, and non-calcified) as well as their vulnerability (positive remodeling, low-attenuation plaque, spotty calcification, and the napkin-ring sign).

    “All coronary lesions were interpreted following the 2016 SCCT guidelines for their location, stenosis grade, composition (calcified, mixed, and non-calcified) as well as their vulnerability (positive remodeling, low-attenuation plaque, spotty calcification, and the napkin-ring sign).12,13”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [12] Cury, 2016, Coronary Artery Disease - Reporting and Data System (CAD-RADS): an expert consensus document of SCCT, ACR and NASCI: endorsed by the ACC, JACC Cardiovasc Imaging source

      The CAD-RADS stenosis grading table gives stenosis categories, and Figure 2 identifies lesion locations and calcified plaque. The modifier V passage lists all four vulnerability features in the claim, but specifies that at least two are needed to designate a plaque high-risk. The passages do not establish the claimed three-part composition classification, particularly the mixed-plaque category. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [13] Hecht, 2017, 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 Cardiovasc Comput Tomogr source
  • May combine two claims.

    Premisecitation

    Non-calcified/mixed characteristics, a stenosis grade of ≥50%, and the proximal location of coronary plaques are established risk factors for ischaemic heart disease.

    “The non-calcified/mixed characteristics, a stenosis grade of ≥50%, and the proximal location of coronary plaques are all established risk factors for ischaemic heart disease.14,21”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [14] Min, 2007, Prognostic value of multidetector coronary computed tomographic angiography for prediction of all-cause mortality, J Am Coll Cardiol source
    • cites [21] Puchner, 2014, High-risk plaque detected on coronary CT angiography predicts acute coronary syndromes independent of significant stenosis in acute chest pain: results from the ROMICAT-II trial, J Am Coll Cardiol source

      The Results and Discussion (page unavailable) support ≥50% stenosis as a predictor of acute coronary syndrome and associate specific high-risk plaque features, including low attenuation, with it. They do not establish non-calcified or mixed composition as such a risk factor, nor do they address proximal plaque location. The study’s finding in patients with acute chest pain is also narrower than a general claim about ischaemic heart disease. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingcitation

    Non-athletes in Master@Heart exhibited a higher METmin/week than controls by Aengevaeren et al. (888 vs. 669 METmin/week) and a greater average percentage predicted VO2peak of 122% compared to 96% reported by Merghani et al.

    “our non-athletes exhibited a higher level of fitness with a higher METmin/week than the controls by Aengevaeren et al. (888 vs. 669 METmin/week) and a greater average percentage predicted VO2peak of 122% compared to 96% reported by Merghani et al.3,4”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [3] Merghani, 2017, Prevalence of subclinical coronary artery disease in masters endurance athletes with a low atherosclerotic risk profile, Circulation source
    • cites [4] Aengevaeren, 2017, Relationship between lifelong exercise volume and coronary atherosclerosis in athletes, Circulation source

      The Exercise volume patterns table (p. 34) reports 669 [405–802] MET-min/week for Aengevaeren et al.’s lowest-exercise group, supporting the numerical comparison. But the Study population (p. 7) identifies participants as recreational or competitive athletes, and the Limitations (p. 19) explicitly say the study had no non-athlete control group. The VO2peak figure is attributed to Merghani et al., not this source. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    In Merghani et al. and Molhenkamp et al., athletes were mostly engaged in running, whilst the athletic population in Aengevaeren et al. was more diverse with 29% cyclists and 25% runners.

    “In the paper by Merghani et al. and Molhenkamp et al., athletes were mostly engaged in running whilst the athletic population in the trial by Aengevaeren et al. was more diverse with 29% cyclists and 25% runners.2–4”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites [2] Mohlenkamp, 2008, Running: the risk of coronary events: prevalence and prognostic relevance of coronary atherosclerosis in marathon runners, Eur Heart J source
    • cites [3] Merghani, 2017, Prevalence of subclinical coronary artery disease in masters endurance athletes with a low atherosclerotic risk profile, Circulation source
    • cites [4] Aengevaeren, 2017, Relationship between lifelong exercise volume and coronary atherosclerosis in athletes, Circulation source
  • May combine two claims.

    Findingown data

    Vulnerable plaques were rare and not associated with an athletic lifestyle.

    “vulnerable plaques, which carry the highest risk for events, were rare and not associated with an athletic lifestyle.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Vulnerable plaques carry the highest risk for events.
  • May combine two claims.

    Findingown data

    There was no difference in the hours per week of endurance exercise between lifelong and late-onset athletes, but both athlete groups performed more hours than controls [11 h/week (10-14) vs. 10 h/week (8-12) vs. 1 h/week (0-3)].

    “There was no difference in the hours per week of endurance exercise between lifelong and late-onset athletes, but both athlete groups performed more hours than controls [11 h/week (10–14) vs. 10 h/week (8–12) vs. 1 h/week (0–3)].”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Lifelong middle-aged athletes had more coronary plaques, including more non-calcified and mixed plaques and plaques in proximal segments with significant luminal stenosis, than fit and healthy individuals with a similarly low cardiovascular risk profile.

    “lifelong middle-aged athletes had more coronary plaques, including more unstable non-calcified plaques in proximal segments”
    • Also stated in: § Conclusion · plain
      “Lifelong middle-aged athletes had more coronary plaques, including more non-calcified and mixed plaques and plaques in proximal segments with significant luminal stenosis, than fit and healthy individuals with a similarly low cardiovascular risk profile.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Controls had a higher body fat percentage than lifelong and late-onset athletes (19.4% vs. 13.9% vs. 15%).

    “Controls had a higher body fat percentage than lifelong and late-onset athletes (19.4% vs. 13.9% vs. 15%).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    A greater proportion of lifelong athletes had proximal plaques and lesions with significant stenosis, as well as plaques of non-calcified and mixed morphology.

    “a greater proportion of lifelong athletes had proximal plaques and lesions with significant stenosis, as well as plaques of non-calcified and mixed morphology.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Lifelong and late-onset athletes had a similar VO2peak which was significantly higher than in controls [VO2peak 48 mL/min/kg (43-53) vs. 46 mL/min/kg (41-51) vs. 37 mL/min/kg (32-42); % predicted VO2peak 159% (143-177) vs. 155% (138-169) vs. 122% (108-138)].

    “Lifelong and late-onset had a similar VO2peak which was significantly higher than in controls [VO2peak 48 mL/min/kg (43–53) vs. 46 mL/min/kg (41–51) vs. 37 mL/min/kg (32–42); % predicted VO2peak 159% (143–177) vs. 155% (138–169) vs. 122% (108–138)].”
    • Also stated in: § Methods and results · plain
      “Lifelong and late-onset athletes had higher peak oxygen uptake than non-athletes [159 (143–177) vs. 155 (138–169) vs. 122 (108–138) % predicted].”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The increased plaque burden in lifelong athletes did not extend beyond an SSS >10 or SIS >6, meaning that the overall plaque burden remains low in athletes.

    “whilst we did observe an increased plaque burden in lifelong athletes (i.e. SSS >0–5 and SIS >0–3), this did not extend beyond an SSS >10 or SIS >6 meaning that the overall plaque burden remains low in athletes.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Controls had a higher body weight leading to a higher BMI than lifelong and late-onset athletes (24.0 vs. 23.2 vs. 23.5 kg/m2).

    “controls had a higher body weight leading to a higher BMI than lifelong and late-onset athletes (24.0 vs. 23.2 vs. 23.5 kg/m²).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    In Master@Heart, cyclists represented the largest group within the athlete population, whereas active controls were mostly engaged in running.

    “In the Master@Heart study, cyclists represented the largest group within the athlete population, whereas active controls were mostly engaged in running.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation

    Lifelong and late-onset athletes from Master@Heart performed more training hours per week and had a higher METmin/week with a higher VO2peak than in other studies.

    “Lifelong and late-onset athletes from the Master@Heart study performed more training hours per week and had a higher METmin/week with a higher VO2peak than in other studies.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Lifetime intensive endurance training increases the overall coronary atherosclerotic burden with more plaques, including non-calcified and mixed plaques, plaques in proximal segments, and those with a significant degree of stenosis.

    “lifetime intensive endurance training increases the overall coronary atherosclerotic burden with more plaques, including non-calcified and mixed plaques, plaques in proximal segments, and those with a significant degree of stenosis.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Sampling was stratified by current age (45-53, 54-62, and 63-70 years).

    “Sampling was however stratified by current age (45–53, 54–62, and 63–70 years).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Lifelong endurance athletes had more coronary plaques, including more non-calcified plaques in proximal segments, than fit and healthy individuals with a similarly low cardiovascular risk profile.

    “Lifelong endurance athletes had more coronary plaques, including more non-calcified plaques in proximal segments, than fit and healthy individuals with a similarly low cardiovascular risk profile.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The three Master@Heart groups were carefully stratified for age and exercise exposure.

    “carefully stratified for age and exercise exposure”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    The mean age of all participants was 56 ± 6 years and was similar amongst all groups.

    “The mean age of all participants was 56 ± 6 years and was similar amongst all groups.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Previous studies reported a higher CAC burden in healthy marathon runners compared to risk-factor matched non-athletes.

    “Previous studies have investigated the dose–response relationship between exercise and coronary artery disease and reported a higher CAC burden in healthy marathon runners compared to risk-factor matched non-athletes.2”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [2] Mohlenkamp, 2008, Running: the risk of coronary events: prevalence and prognostic relevance of coronary atherosclerosis in marathon runners, Eur Heart J source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    The widths of CIs have not been adjusted for multiplicity, and therefore the intervals should not be used to infer definitive exercise effects on primary outcomes.

    “The widths of CIs have not been adjusted for multiplicity, and therefore the intervals should not be used to infer definitive exercise effects on primary outcomes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    Systolic blood pressure, diastolic blood pressure, total cholesterol, LDL cholesterol, and HbA1c were similar in all groups.

    “Systolic blood pressure, diastolic blood pressure, total cholesterol, LDL cholesterol, and HbA1c were similar in all groups.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    For CTCA findings, multiple linear and logistic regression analysis adjusted for age, body mass index, systolic and diastolic blood pressure, total cholesterol, LDL cholesterol, HbA1c, and family history of coronary artery disease.

    “multiple linear and logistic regression analysis that adjusted for age, body mass index (BMI), systolic and diastolic blood pressure, total cholesterol, low-density lipoprotein (LDL) cholesterol, glycated haemoglobin (HbA1c), and family history of coronary artery disease”
    • Also stated in: § Methods and results · plain
      “Analyses were corrected for multiple cardiovascular risk factors.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    There were no missing data from population characteristics, exercise testing, and CTCA in any group.

    “There were no missing data from population characteristics, exercise testing, and CTCA in any group.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    From all eligible subjects, 605 were sampled at random for inclusion to minimize the risk of selection bias.

    “From all eligible subjects, 605 were sampled at random for inclusion to minimize the risk of selection bias.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Computed tomography coronary angiography interpreters were blinded to the athletic background of the study participants and to the other study examinations.

    “Computed tomography coronary angiography interpreters were blinded to the athletic background of the study participants and to the other study examinations.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    The family incidence of coronary artery disease was 6.3% in lifelong athletes, 6.8% in late-onset athletes, and 6.3% in controls.

    “The family incidence of coronary artery disease was 6.3% in lifelong athletes, 6.8% in late-onset athletes, and 6.3% in controls.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    All participants of Master@Heart were of White ethnicity, so the results may not be extrapolated to other ethnicities.

    “All participants of the Master@Heart study were of White ethnicity, so our results may not be extrapolated to other ethnicities.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    All athletes denied using illicit performance-enhancing drugs that might induce or accelerate coronary atherosclerosis, but no laboratory tests were performed to exclude this possibility.

    “All athletes denied using illicit performance-enhancing drugs that might induce or accelerate coronary atherosclerosis. However, no laboratory tests were performed to exclude this possibility.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Athletes did not use illicit performance-enhancing drugs.
  • May combine two claims.

    Study design and conductreasoning

    Master@Heart was limited to male individuals and did not provide insights on the exercise dose-response relationship in women.

    “The Master@Heart study was limited to male individuals and did not provide insights on the exercise dose–response relationship in women.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Our data demonstrate that a healthy lifestyle and above-average cardiorespiratory training and fitness prevents coronary atherosclerosis with a more favourable pattern of more calcified and less mixed or non-calcified plaques.

    “Our data demonstrate that a healthy lifestyle and above-average cardiorespiratory training and fitness prevents coronary atherosclerosis with a more favourable pattern of more calcified and less mixed or non-calcified plaques.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    We cannot exclude that some athletes may have temporarily interrupted exercise training during their lifetime.

    “We cannot exclude that some athletes may have temporarily interrupted exercise training during their lifetime.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    The stringent recruitment process enabled inclusion of study participants at random, thereby diminishing the possibility of including individuals who registered because of personal health concerns.

    “This stringent process enabled us to include study participants at random, thereby diminishing the possibility of including individuals who registered because of personal health concerns.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Lifetime training load was assessed using questionnaires rather than continuous tracking of training logs over time.

    “lifetime training load was assessed using questionnaires rather than continuous tracking of training logs over time.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Lifetime training load assessed by questionnaires accurately reflects actual lifetime training load.
  • May combine two claims.

    Premisecitation

    A higher VO2peak is associated with a lower lipid volume, higher fibrous volume, and thicker fibrous cap in coronary plaques.

    “a higher VO2peak is associated with a lower lipid volume, higher fibrous volume, and thicker fibrous cap in coronary plaques”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [30] Yoshikawa, 2013, Association of cardiorespiratory fitness with characteristics of coronary plaque: assessment using integrated backscatter intravascular ultrasound and optical coherence tomography, Int J Cardiol source
  • May combine two claims.

    Study design and conductreasoning

    The primary endpoint from Master@Heart was investigated in a cross-sectional design, so a definitive causal relationship between endurance exercise and coronary artery disease cannot be made.

    “The primary endpoint from the Master@Heart study was investigated in a cross-sectional design. Therefore, a definitive causal relationship between endurance exercise and coronary artery disease cannot be made.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    Superior aerobic capacity and lowest body fat percentage provide indirect evidence of superior training levels in the athletic population.

    “superior aerobic capacity and lowest body fat percentage provide indirect evidence of superior training levels in the athletic population.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Multiple comparisons were performed between lifelong athletes, late-onset athletes, and controls, which may increase the risk of Type 1 errors.

    “Multiple comparisons were performed between lifelong athletes, late-onset athletes, and controls which may increase the risk of Type 1 errors.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The higher prevalence of coronary plaques in athletes was not influenced by occult arterial hypertension or dyslipidaemia, as blood pressure was similar between groups and athletes had even more favourable lipid profiles than controls.

    “we do not believe that the higher prevalence of coronary plaques in athlete was influenced by occult arterial hypertension or dyslipidaemia as blood pressure was similar between groups and athletes had even more favourable lipid profiles than controls.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    Master@Heart did not perform blood sampling or blood pressure monitoring prior to study inclusion.

    “we did not perform blood sampling or blood pressure monitoring prior to study inclusion.”
    Quote in the paperSubstantial claim
49 of 49
  • The paper relies on this without support.

    Data on the absolute prevalence of calcified and non-calcified coronary plaques in athletes as compared to non-athletes are lacking.

    “However, data on the absolute prevalence of calcified and non-calcified coronary plaques in athletes as compared to non-athletes are lacking.”
  • The paper relies on this without support.

    The impact of long-term endurance sport participation (on top of a healthy lifestyle) on coronary atherosclerosis and acute cardiac events remains controversial.

    “The impact of long-term endurance sport participation (on top of a healthy lifestyle) on coronary atherosclerosis and acute cardiac events remains controversial.”
  • The paper relies on this without support.

    Vulnerable plaques carry the highest risk for events.

    “vulnerable plaques, which carry the highest risk for events, were rare and not associated with an athletic lifestyle.”
  • The paper relies on this without support.

    A sedentary and unhealthy lifestyle carries the highest risk of ischaemic heart disease with a significant burden of high-risk plaques.

    “A sedentary and unhealthy lifestyle carries the highest risk of ischaemic heart disease with a significant burden of high-risk plaques.”
  • The paper relies on this without support.

    Athletes did not use illicit performance-enhancing drugs.

    “All athletes denied using illicit performance-enhancing drugs that might induce or accelerate coronary atherosclerosis. However, no laboratory tests were performed to exclude this possibility.”
  • The paper relies on this without support.

    Lifetime training load assessed by questionnaires accurately reflects actual lifetime training load.

    “lifetime training load was assessed using questionnaires rather than continuous tracking of training logs over time.”
6 of 6

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Incorrect percentage for late-onset athletes with a non-calcified plaque

    Minor

    The table reports 33 of 191 late-onset athletes as 16.8%; this is 17.3% to one decimal place.

    Reported 16.8 · recomputed 17.277487

  • Incorrect percentage for lifelong athletes with a mixed proximal plaque

    Minor

    The table reports 37 of 191 lifelong athletes as 20.4%; this is 19.4% to one decimal place.

    Reported 20.4 · recomputed 19.371728

  • Vulnerable plaques described as unrelated to athletic lifestyle

    Minor

    The Discussion says vulnerable plaques were not associated with an athletic lifestyle, whereas the Results report an association with lower prevalence in lifelong athletes versus controls.

  • Plaque counts called similar despite an adjusted difference

    Minor

    The Results text calls the number of plaques per individual similar between groups, but Table 2 reports a lifelong-versus-control adjusted difference of 1.1 with a 95% confidence interval that excludes zero.

  • Incorrect percentage for lifelong athletes in duathlon

    Minor

    The table reports 5 of 191 lifelong athletes as 2.7%; this is 2.6% to one decimal place.

    Reported 2.7 · recomputed 2.617801

5 of 5

Cites

Flagged first, then by citations

3 of the 37 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
De Bosscher, R., Dausin, C., Claus, P., Bogaert, J., Dymarkowski, S., Goetschalckx, K., Ghekiere, O., Van De Heyning, C. M., Van Herck, P., Paelinck, B., Addouli, H. E., La Gerche, A., Herbots, L., Willems, R., Heidbuchel, H., & Claessen, G.
Affiliations
  • Department of Cardiovascular Sciences, KU Leuven , Herestraat 49, 3000 Leuven , Belgium
  • KU Leuven (BE)
  • Universitair Ziekenhuis Leuven (BE)
  • Jessa Hospital (BE)
  • Division of Cardiology, University Hospital Antwerp , Drie Eikenstraat 655, 2650 Edegem , Belgium
  • University of Antwerp (BE)
  • Department of Cardiology, Baker Heart and Diabetes Institute , 75 Commercial Road, Melbourne, Victoria 3004 , Australia
  • Baker Heart and Diabetes Institute (AU)
Corresponding author
Claessen, Guido
Venue
European Heart Journal
Published
2023-03-06
Volume
44
Issue
26
Pages
2388-2399
ISSN
  • 0195-668X (ISSN-L)
  • 1522-9645
OpenAlex
W4323352189
Cited by
140
References
37
Citations by year
2026: 28 · 2025: 50 · 2024: 45 · 2023: 17
FWCI
24.86
Type
journal article
Language
en
Open access
Locations
  • European Heart Journal (publishedVersion, cc-by-nc)
  • PubMed (publishedVersion)
  • Ghent University Academic Bibliography (Ghent University) (submittedVersion, cc-by-nc)
  • Document Server@UHasselt (UHasselt) (submittedVersion, cc-by-nc)
  • Lirias (KU Leuven) (submittedVersion, cc-by-nc)
  • PubMed Central (submittedVersion, cc-by-nc)
Funders
Fund for Scientific Research Flanders
Topics
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Effects of Exercise
  • Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
  • Health Sciences › Medicine › Physiology › Physical Activity and Health
Keywords
coronary artery disease, coronary plaque composition, non-calcified coronary plaque, peak oxygen uptake, cardiorespiratory fitness, coronary artery calcification, acute cardiac events, cardiovascular risk profile, middle-aged men, coronary CT angiography, mixed plaque
MeSH terms
Computed Tomography Angiography, Coronary Artery Disease, Humans, Male, Middle Aged, Oxygen, Prospective Studies, Risk Factors, Tomography, X-Ray Computed, Coronary Angiography, Plaque, Atherosclerotic

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-12.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-12.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

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