Cited by 239Physical Activity and HealthMetabolomics and Mass Spectrometry StudiesDiabetes, Cardiovascular Risks, and Lipoproteins

Long-term leisure-time physical activity and serum metabolome

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Kujala, Urho M., Mäkinen, Ville-Petteri, Heinonen, Ilkka, Soininen, Pasi, Kangas, Antti J., Leskinen, Tuija H., Rahkila, Paavo, Würtz, Peter +20 more·2013·Circulation

Abstract

Background—: Long-term physical inactivity seems to cause many health problems. We studied whether persistent physical activity compared with inactivity has a global effect on serum metabolome toward reduced cardiometabolic disease risk. Methods and Results—: Sixteen same-sex twin pairs (mean age, 60 years) were selected from a cohort of twin pairs on the basis of their >30-year discordance for physical activity. Persistently (≥5 years) active and inactive groups in 3 population-based cohorts (mean ages, 31–52 years) were also studied (1037 age- and sex-matched pairs). Serum metabolome was quantified by nuclear magnetic resonance spectroscopy. We used permutation analysis to estimate the significance of the multivariate effect combined across all metabolic measures; univariate effects were estimated by paired testing in twins and in matched pairs in the cohorts, and by meta-analysis over all substudies. Persistent physical activity was associated with the multivariate metabolic profile in the twins ( P =0.003), and a similar pattern was observed in all 3 population cohorts with differing mean ages. Isoleucine, α1-acid glycoprotein, and glucose were lower in the physically active than in the inactive individuals ( P <0.001 in meta-analysis); serum fatty acid composition was shifted toward a less saturated profile; and lipoprotein subclasses were shifted toward lower very-low-density lipoprotein ( P <0.001) and higher large and very large high-density lipoprotein ( P <0.001) particle concentrations. The findings persisted after adjustment for body mass index. Conclusions—: The numerous differences found between persistently physically active and inactive individuals in the circulating metabolome together indicate better metabolic health in the physically active than in inactive individuals.

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References 44 · Cited by 239

Authors
Kujala, U. M., Mäkinen, V.-P., Heinonen, I., Soininen, P., Kangas, A. J., Leskinen, T. H., Rahkila, P., Würtz, P., Kovanen, V., Cheng, S., Sipilä, S., Hirvensalo, M., Telama, R., Tammelin, T., Savolainen, M. J., Pouta, A., O’Reilly, P. F., Mäntyselkä, P., Viikari, J., Kähönen, M., Lehtimäki, T., Elliott, P., Vanhala, M. J., Raitakari, O. T., Järvelin, M.-R., Kaprio, J., Kainulainen, H., & Ala-Korpela, M.
Affiliations
  • University of Jyväskylä (FI)
  • Imperial College London (GB)
  • From the Department of Health Sciences (U.M.K., T.H.L., P.R., V.K., S.C., S.S.), Department of Biology of Physical Activity (P.R., H.K.), and Department of Sport Sciences (M.H., R.T.), University of Jyväskylä, Jyväskylä, Finland; Computational Medicine (V.-P.M., P.S., A.J.K., P.W., M.J.S., M.A.-K.), Biocenter Oulu (V.-P.M., M.J.S., M.-R.J.), Department of Internal Medicine, Clinical Research Center (M.J.S.), Department of Obstetrics and Gynecology (A.P.), and Institute of Health Sciences (M.-R.J.),...
Venue
Circulation
Published
2013-01-22
Volume
127
Issue
3
Pages
340-348
ISSN
  • 0009-7322 (ISSN-L)
  • 1524-4539
OpenAlex
W2079804929
Cited by
239
References
44
Citations by year
2026: 5 · 2025: 15 · 2024: 12 · 2023: 18 · 2022: 19 · 2021: 21 · 2020: 14 · 2019: 21 · 2018: 20 · 2017: 17 · 2016: 15 · 2015: 14 · 2014: 17 · 2013: 30 · 2012: 1
FWCI
13.30
Type
journal article
Language
en
Open access
Locations
  • Circulation (publishedVersion)
  • PubMed (publishedVersion)
  • Research Portal (King's College London) (publishedVersion, other-oa)
  • UCL Discovery (University College London) (submittedVersion)
  • Bristol Research (University of Bristol) (submittedVersion)
  • STM:n Hallinnonalan avoin julkaisuarkisto (Julkari) (submittedVersion)
Funders
  • Itä-Suomen Yliopisto
  • National Institute for Health and Care Research (NF-SI-0611-10136)
  • European Commission (277936)
  • Suomen Kulttuurirahasto
  • Juho Vainion Säätiö
  • Turun Yliopisto
  • Sydäntutkimussäätiö (121584, 124282, 126925, 129378, 41071)
  • Tampereen Tuberkuloosisäätiö
  • Orionin Tutkimussäätiö
  • Paavo Nurmen Säätiö
  • Jenny ja Antti Wihurin Rahasto
Topics
  • Health Sciences › Medicine › Physiology › Physical Activity and Health
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolomics and Mass Spectrometry Studies
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
Keywords
physical activity, physical inactivity, serum metabolome, cardiometabolic risk, isoleucine, alpha-1-acid glycoprotein, serum glucose, fatty acid composition, lipoprotein subclasses, metabolic health, twin discordance
MeSH terms
Adolescent, Adult, Blood Glucose, Fatty Acids, Female, Humans, Isoleucine, Leisure Activities, Lipoproteins, Male, Middle Aged, Motor Activity, Twins, Dizygotic, Twins, Monozygotic, Cohort Studies, Metabolome, Young Adult

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