Skip to main content
Log in

Exercise participation and self-rated health: Do common genes explain the association?

  • Genetic Epidemiology
  • Published:
European Journal of Epidemiology Aims and scope Submit manuscript

Abstract

The purpose of this study is to investigate whether there is an association between exercise participation and self-rated health and whether this association can be explained by common genes and/or common environmental influences. In a sample of 5,140 Dutch adult twins and their non-twin siblings from 2,831 families, exercise participation (sedentaries, light or moderate, vigorous exercisers) and self-rated health were assessed by survey. To investigate the etiology of the association, bivariate genetic models using structural equation modeling were applied to the data. The correlation between exercise participation and self-rated health is significant but modest (r = 0.20). Exercise participation and self-rated health are both heritable (around 50% of the variance of both phenotypes is explained by genetic factors). The genetic factors influencing exercise participation and self-rated health partially overlap (r = 0.36) and this overlap fully explains their phenotypic correlation. We conclude that the association between exercise and self-rated health can be explained by genes predisposing to both exercise participation and self-rated health. These genes may directly influence both phenotypes (pleiotropy). Alternatively, genes that affect exercise or self-rated health may indirectly influence the other phenotype through a causal relationship. We propose that identification of the genes that cause differences in␣exercise behavior will help resolve the issue of causality.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Berlin JA, Colditz GA. (1990) A meta-analysis of physical activity in the prevention of coronary heart disease. Am J Epidemiol 132(4):612–28

    CAS  PubMed  Google Scholar 

  2. Farmer ME, Locke BZ, Moscicki EK, Dannenberg AL, Larson DB, Radloff LS. (1988) Physical activity and depressive symptoms: The NHANES I epidemiologic follow-up study. Am J Epidemiol 128(6):1340–351

    CAS  PubMed  Google Scholar 

  3. Camacho TC, Roberts RE, Lazarus NB, Kaplan GA, Cohen RD. (1991) Physical activity and depression: Evidence from the Alameda County Study. Am J Epidemiol 134(2):220–31

    CAS  PubMed  Google Scholar 

  4. Leinonen R, Kaprio J, Jylha M, et al. (2005) Genetic influences underlying self-rated health in older female twins. J Am Geriatr Soc 53(6):1002–007

    Article  PubMed  Google Scholar 

  5. Simonen R, Levalahti E, Kaprio J, Videman T, Battie MC. (2004) Multivariate genetic analysis of lifetime exercise and environmental factors. Med Sci Sport Exerc 36(9):1559–566

    Google Scholar 

  6. Rutten A, Abel T, Kannas L, et al. (2001) Self reported physical activity, public health, and perceived environment: Results from a comparative European study. J Epidemiol Community Health 55(2):139–46

    Article  CAS  PubMed  Google Scholar 

  7. Norman A, Bellocco R, Vaida F, Wolk A. (2002) Total physical activity in relation to age, body mass, health and other factors in a cohort of Swedish men. Int J Obesity 26(5):670–75

    Article  CAS  Google Scholar 

  8. Idler EL, Benyamini Y. (1997) Self-rated health and mortality: A review of twenty-seven community studies. J Health Soc Behav 38(1):21–7

    Article  CAS  PubMed  Google Scholar 

  9. Eriksson I, Unden AL, Elofsson S. (2001) Self-rated health. Comparisons between three different measures. Results from a population study. Int J Epidemiol 30(2):326–33

    Article  CAS  PubMed  Google Scholar 

  10. Burstrom B, Fredlund P. (2001) Self rated health: Is it as good a predictor of subsequent mortality among adults in lower as well as in higher social classes?. J Epidemiol Community Health 55(11):836–40

    Article  CAS  PubMed  Google Scholar 

  11. Beunen G, Thomis M. (1999) Genetic determinants of sports participation and daily physical activity. Int J Obesity 23:S55–S63

    Article  Google Scholar 

  12. Maia JAR, Thomis M, Beunen G. (2002) Genetic factors in physical activity levels — A twin study. Am J Prev Med 23(2):87–1

    Article  PubMed  Google Scholar 

  13. Kujala UM, Kaprio J, Koskenvuo M. (2002) Modifiable risk factors as predictors of all-cause mortality: The roles of genetics and childhood environment. Am J Epidemiol 156(11):985–93

    Article  PubMed  Google Scholar 

  14. Svedberg P, Lichtenstein P, Pedersen NL. (2001) Age and sex differences in genetic and environmental factors for self-rated health: A twin study. J Gerontol B Psychol Sci Soc Sci 56(3):S171–S178

    CAS  PubMed  Google Scholar 

  15. Svedberg P, Gatz M, Lichtenstein P, Sandin S, Pedersen NL. (2005) Self-rated health in a longitudinal perspective: A 9-year follow-up twin study. J Gerontol B Psychol Sci Soc Sci 60(6):S331–S340

    PubMed  Google Scholar 

  16. Boomsma DI, Vink JM, van Beijsterveldt TC, et al. (2002) Netherlands Twin Register: A focus on longitudinal research. Twin Res 5(5):401–06

    Article  PubMed  Google Scholar 

  17. Willemsen G, Posthuma D, Boomsma DI. (2005) Environmental factors determine where the Dutch live: Results from the Netherlands Twin Register. Twin Res Hum Genet 8(4):312–17

    Article  PubMed  Google Scholar 

  18. Ainsworth BE, Haskell WL, Whitt MC, et al. (2000) Compendium of physical activities: An update of activity codes and MET intensities. Med Sci Sport Exerc 32(9):S498–S516

    CAS  Google Scholar 

  19. Neale MC, Boker SM, Xie G, Maes HH. Mx: Statistical Modeling. 6. Richmond, VA 23298: VCU Box 900126; 2003

  20. Posthuma D, Boomsma DI. (2000) A note on the statistical power in extended twin designs. Behav Genet 30(2):147–58

    Article  CAS  PubMed  Google Scholar 

  21. Moran CN, Vassilopoulos C, Tsiokanos A, et al. (2006) The associations of ACE polymorphisms with physical, physiological and skill parameters in adolescents. Eur J Hum Genet 14(3):332–39

    Article  CAS  PubMed  Google Scholar 

  22. King AC, Blair SN, Bild DE, et al. (1992) Determinants of physical activity and interventions in adults. Med Sci Sport Exerc 24(6):S221–S236

    CAS  Google Scholar 

  23. Sallis JF, Haskell WL, Fortmann SP, Vranizan KM, Taylor CB, Solomon DS. (1986) Predictors of adoption and maintenance of physical activity in a community sample. Prev Med 15(4):331–41

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

This study was supported by the Netherlands Organization for Scientific Research (NWO-MW 904-61-193 and NWO 575-25-006).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. H. M. De Moor.

Rights and permissions

Reprints and permissions

About this article

Cite this article

De Moor, M.H.M., Stubbe, J.H., Boomsma, D.I. et al. Exercise participation and self-rated health: Do common genes explain the association?. Eur J Epidemiol 22, 27–32 (2007). https://doi.org/10.1007/s10654-006-9088-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10654-006-9088-8

Keywords

Navigation