Cited by 4Cardiovascular Function and Risk FactorsPhysical Activity and HealthCardiovascular Effects of Exercise

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Leisure time physical activity is associated with improved diastolic heart function and is partly mediated by unsupervised quantified metabolic health

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Abstract

Objectives: To investigate the association between leisure time physical activity (LTPA) and MRI-based diastolic function and the mediating role of metabolic health. Methods: This cross-sectional analysis comprised 901 participants (46% women, mean age (SD): 56 (6) years (The Netherlands, 2008–2012)). LTPA was assessed via questionnaire, quantified in metabolic equivalent of tasks (METs)-minutes per week and participants underwent abdominal and cardiovascular MRI. Confirmatory factor analysis was used to construct the metabolic load factor. Piecewise structural equation model with adjustments for confounders was used to determine associations between LTPA and diastolic function and the mediating effect of metabolic load. Results: Significant differences in mitral early/late peak filling rate (E/A) ratio per SD of LTPA (men=1999, women=1870 MET-min/week) of 0.18, (95% CI= 0.03 to 0.33, p=0.021) were observed in men, but not in women: −0.01 (−0.01 to 0.34, p=0.058). Difference in deceleration time of mitral early filling (E-DT) was 0.13 (0.01 to 0.24, p=0.030) in men and 0.17 (0.05 to 0.28, p=0.005) in women. Metabolic load, including MRI-based visceral and subcutaneous adipose tissue, fasting glucose, high-density lipoprotein cholesterol and triglycerides, mediated these associations as follows: E/A-ratio of 0.030 (0.000 to 0.067, 19% mediated, p=0.047) in men but not in women: 0.058 (0.027 to 0.089, p<0.001) and E-DT not in men 0.004 (−0.012 to 0.021, p=0.602) but did in women 0.044 (0.013 to 0.057, 27% mediated, p=0.006). Conclusions: A larger amount of LTPA was associated with improved diastolic function where confirmatory factor analysis-based metabolic load partly mediated this effect. Future studies should assess whether improving indicators of metabolic load alongside LTPA will benefit healthy diastolic function even more.

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  • Regular exercise provides physical and mental health benefits, and walking and cycling can contribute to decreasing transport-related greenhouse gas emissions and air pollution when acting as substitutes for fossil fuel-based transportation.

    “Regular exercise provides physical and mental health benefits,89,90 and walking and cycling can contribute to decreasing transport-related greenhouse gas emissions and air pollution when acting as substitutes for fossil fuel-based transportation (indicators 3.1.3 and 3.2.1).91”

    From The 2024 report of the Lancet Countdown on health and climate change: facing record-breaking threats from delayed action (2024) · cites this paper as [89]

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References 46 · Cited by 4

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  1. 10.1016/S0140-6736(12)60898-8 · DOI · Paper page
  2. Eijsvogels, 2016, Cardiovascular benefits and risks across the physical activity continuum, Curr Opin Cardiol, 31, 566, 10.1097/HCO.0000000000000321 · DOI
  3. 10.1136/bjsports-2018-100493 · DOI
  4. 10.1161/CIRCULATIONAHA.117.028002 · DOI
  5. 10.1093/eurjhf/hft025 · DOI
  6. 10.1016/j.jacc.2016.11.081 · DOI · Paper page
  7. 10.1161/CIRCHEARTFAILURE.114.001615 · DOI
  8. 10.1016/j.jacc.2013.02.092 · DOI · Paper page
  9. Galanti, 2016, Left ventricular remodeling and the athlete’s heart, irrespective of quality load training, Cardiovasc Ultrasound, 14, 10.1186/s12947-016-0088-x · DOI
  10. 10.1161/01.CIR.101.3.336 · DOI
  11. 10.1007/s12471-014-0594-0 · DOI
  12. Gruszczyńska, 2012, Statistical agreement of left ventricle measurements using cardiac magnetic resonance and 2D echocardiography in ischemic heart failure, Med Sci Monit, 18, MT19, 10.12659/MSM.882507 · DOI
  13. 10.1093/eurheartj/ehw121 · DOI
  14. Heitmann, 2021, Cross-sectional associations between accelerometry-measured physical activity, left atrial size, and indices of left ventricular diastolic dysfunction: The Tromsø Study, Prev Med Rep, 21, 10.1016/j.pmedr.2020.101290 · DOI
  15. Joseph, 2019, The association between physical activity and cardiac performance is dependent on age: the Copenhagen City Heart Study, Int J Cardiovasc Imaging, 35, 1249, 10.1007/s10554-019-01566-0 · DOI
  16. 10.1016/j.jchf.2014.01.004 · DOI
  17. 10.1161/01.ATV.0000111245.75752.C6 · DOI
  18. Sawada N , Daimon M , Kawata T , et al . The Significance of the Effect of Visceral Adiposity on Left Ventricular Diastolic Function in the General Population. Sci Rep;9:4435. doi:10.1038/s41598-018-37137-x · DOI
  19. Borlaug, 2016, Getting at the Heart of Central Obesity and the Metabolic Syndrome, Circ Cardiovasc Imaging, 9, 10.1161/CIRCIMAGING.116.005110 · DOI
  20. Canepa, 2013, The relationship between visceral adiposity and left ventricular diastolic function: results from the Baltimore Longitudinal Study of Aging, Nutr Metab Cardiovasc Dis, 23, 1263, 10.1016/j.numecd.2013.04.003 · DOI
  21. 10.1093/aje/kwg045 · DOI
  22. Peeters, 2014, Pathophysiological domains underlying the metabolic syndrome: an alternative factor analytic strategy, Ann Epidemiol, 24, 762, 10.1016/j.annepidem.2014.07.012 · DOI
  23. Düzel, 2018, Validation of a single factor representing the indicators of metabolic syndrome as a continuous measure of metabolic load and its association with health and cognitive function, PLoS One, 13, 10.1371/journal.pone.0208231 · DOI
  24. Klarenberg, 2022, Confirmatory factor analysis including MRI-derived adipose tissues quantification improves associations of metabolic dysregulation to diastolic dysfunction, J Diabetes Complications, 36, 10.1016/j.jdiacomp.2022.108202 · DOI
  25. 10.1007/s10654-013-9801-3 · DOI
  26. 10.1016/S0895-4356(03)00220-8 · DOI
  27. 10.1097/00005768-200009001-00009 · DOI · Paper page
  28. 10.1002/clc.4960130809 · DOI
  29. 10.2105/AJPH.81.9.1166 · DOI
  30. Lumley T . Analysis of Complex Survey Samples. J Stat Soft;9:19. doi:10.18637/jss.v009.i08 · DOI · Paper page
  31. 10.1136/bjsports-2020-102155 · DOI
  32. Fulghum, 2018, Metabolic Mechanisms of Exercise-Induced Cardiac Remodeling, Front Cardiovasc Med, 5, 10.3389/fcvm.2018.00127 · DOI
  33. Weiner, 2012, Exercise-induced cardiac remodeling. Prog Cardiovasc Dis, Mar-Apr, 54, 380
  34. 10.1007/s12020-013-0110-0 · DOI
  35. 10.1016/S0895-4356(00)00314-0 · DOI
  36. 10.1073/pnas.0308291101 · DOI · Paper page
  37. van de Rest, 2016, Metabolic effects of a 13-weeks lifestyle intervention in older adults: The Growing Old Together Study, Aging, 8, 111, 10.18632/aging.100877 · DOI
  38. 10.1007/S00125-022-05813-3 · DOI
  39. Nicolaou, 2016, Validation of the SQUASH Physical Activity Questionnaire in a Multi-Ethnic Population: The HELIUS Study, PLoS One, 11, 10.1371/journal.pone.0161066 · DOI
  40. Laursen, 2012, Intensity versus duration of physical activity: implications for the metabolic syndrome. A prospective cohort study, BMJ Open, 2, 10.1136/bmjopen-2012-001711 · DOI
  41. 10.1164/rccm.167.2.211 · DOI · Paper page
  42. Song Z , Zhou S , Qin Y , et al . Flexible and Wearable Biosensors for Monitoring Health Conditions. Biosensors;13:630. doi:10.3390/bios13060630 · DOI
  43. 10.1093/ehjci/jew082 · DOI
  44. 10.1016/j.jcmg.2015.10.021 · DOI

Metadata

Authors
Klarenberg, H., van der Velde, J. H., Peeters, C. F., Dekkers, I. A., de Mutsert, R., Jukema, J. W., Rosendaal, F. R., Leiner, T., Froeling, M., Jorstad, H., Boekholdt, S. M., Strijkers, G. J., & Lamb, H. J.
Affiliations
  • Amsterdam University Medical Centers (NL)
  • Leiden University Medical Center (NL)
  • Amsterdam Public Health (NL)
  • University Medical Center Utrecht (NL)
Corresponding author
Klarenberg, Hugo
Venue
BMJ Open Sport & Exercise Medicine
Publisher
BMJ
Published
2024-02
Volume
10
Issue
1
Pages
e001778
ISSN
2055-7647 (ISSN-L)
OpenAlex
W4391562078
Cited by
4
References
46
Citations by year
2026: 2 · 2025: 1 · 2024: 1
FWCI
1.20
Type
journal article
Language
en
Open access
Locations
  • BMJ Open Sport & Exercise Medicine (publishedVersion, cc-by-nc)
  • PubMed Central (publishedVersion, cc-by-nc)
  • PubMed (publishedVersion)
  • Leiden Repository (Leiden University) (submittedVersion, cc-by)
  • Socio-Environmental Systems Modeling (submittedVersion, cc-by-nc)
  • Pure Amsterdam UMC (submittedVersion, other-oa)
  • Leiden Repository (Leiden University) (submittedVersion, cc-by-nc)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
Funders
  • Universiteit Leiden
  • Nederlandse Organisatie voor Wetenschappelijk Onderzoek (14741)
  • Leids Universitair Medisch Centrum
Topics
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Function and Risk Factors
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Effects of Exercise
Keywords
leisure-time physical activity, metabolic health, mediation analysis, metabolic burden, E/A ratio, deceleration time, visceral adipose tissue, subcutaneous adipose tissue, fasting blood glucose, HDL cholesterol, triglycerides, sex differences, cardiovascular MRI, wearable activity trackers, MET-min/week, sedentary behavior

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