Abstract
Genetic-evolutionary theories of aging predict that the genetic variance for fitness traits increases with age, while epidemiological-gerontological theories predict an increase in the environmental variance for most traits. In this study we examine the age trajectories of the genetic and environmental variance in physical functioning in a sample of 4731 Danish twins aged 70+ who are being followed longitudinally every second year with up to four assessments completed. A biometric growth model (Neale and McArdle, 2000) was applied to a validated physical ability score. The model included an overall level effect, a rate of linear change effect, and residual effects. The best-fitting model was a sex-specific model including additive genetic and nonshared environmental factors affecting level and rate of change and only nonshared environmental factors affecting the wave-specific levels. For both sexes there is an approximate doubling of both the total variance and the genetic variance in the physical ability score over the four waves and, hence, a rather stable heritability. However, the heritability is approximately .10 for males and .30 for females in all four waves. The heritability of level and slope showed a similar pattern: .11–14 in males and .35–.39 in females. The increase in both additive genetic variance and environmental variance is in agreement with genetic-evolutionary and epidemiological-gerontological theories of aging, respectively. The present study suggests that overall level of strength may be a better phenotype for future molecular genetic studies on physical functioning in the elderly than rate of change, because rate of change is vulnerable to sample attrition due to mortality and dropout and because four waves were needed to be able to detect a heritability for rate of change of the same magnitude as the heritability for level of physical functioning.
Similar content being viewed by others
References
Akaike, H. (1987). Factor analysis and AIC. Psychometrica, 52:317-332.
Avlund, K., Davidsen, M., and Schultz-Larsen, K. (1995). Changes in functional ability from age 70 to age 75: A Danish longitudinal study. J. Aging Health, 7:254-282.
Bryk, A. S., and Raudenbush, S. W. (1987). Application of hierarchical linear models to assessing change. Psychol. Bull., 101:147-158.
Campisi, J. (2001). From cells to organisms: Can we learn about aging from cells in culture? Exp. Gerontol., 36:607-618.
Charlewood, B., and Hughes, K. A. (1996). Age-specific inbreeding depression and components of genetic variance in relation to the evolution of senescence. Proc. Natl. Acad. Sci. USA, 93:6140-6145.
Christensen, K., Gaist, D., Vaupel, J. W., and McGue, M. (2002). Genetic contribution to rate of change in functional abilities among Danish twins aged 75 years and older. Am. J. Epidemiol., 155:132-139.
Christensen, K., Holm, N. V., McGue, M., Corder, L., and Vaupel, J. W. (1999). A Danish population-based twin study on general health in the elderly. J. Aging Health, 11:49-64.
Christensen, K., McGue, M., Yashin, A. I., Iachine, I. A., Holm, N. V., and Vaupel, J. W. (2000). Genetic and environmental influences on functional abilities among Danish twins aged 75 years and older. J. Gerontol. Med. Sci. 55A:M446-M452.
Frederiksen, H., Gaist, D., Petersen, H. C., Hjelmborg, J., McGue, M., Vaupel, J. W., and Christensen, K. (2002). Hand grip strength: A phenotype suitable for identifying genetic variants affecting mid and late life physical functioning. Genet. Epidemiol., 23:110-122.
Greenland, S., and Finkle, W. D. (1995). A critical look at methods for handling missing covariates in epidemiologic regression analyses. Am. J. Epidemiol., 142:1255-1264.
Harris, J. R., Pedersen, N. L., McClearn, G. E., Plomin, R., and Nesselroade, J. R. (1992). Age differences in genetic and environmental influences for health from the Swedish Adoption/Twin Study of Aging. J. Gerontol. Psychol. Sci. 47:p. 213-P220.
Hauge, M. (1981). The Danish Twin Register. In S. A. Mednick, A. E. Baert, and B. Bachmann (eds.), Prospective longitudinal research (pp. 217-222). Oxford: Oxford Medical Publications.
Holm, N. V. (1983). The use of twin studies to investigate causes of diseases with complex etiology with focus on cancer. Odense University, Odense, Denmark.
Hughes, K. A., and Burleson, M. H. (2000). Evolutionary causes of genetic variation in fertility and other fitness components. In J. L. Rodgers, D. C. Rowe, and W. B. Miller (eds.), Genetic influence on human fertility and sexuality: Theoretical and empirical contributions from the biological and behavioral sciences (pp. 7-33). Boston: Kluwer Academic Publishers.
Jette, A. M. (1987). The functional status index: Reliability and validity of a self-report functional disability measure. J. Rheumatol. 14:(Suppl. 15):15-19.
Kane, R. A., and Kane, R. L. (1981). Assessing the elderly: A practical guide to measurement. Lexington, MA: Lexington Books.
Katz, S Ford, A. B., Moskowitz, R. W., et al. (1963). Studies of illness in the aged. The index of ADL: A standardized measure of biological and psychosocial function. JAMA, 185:94-112.
Kjøller, M. (1995). Health and morbidity in Denmark. Copenhagen: Danish Institute for Clinical Epidemiology.
Little, R. T. A., and Rubin, D. B. (1987). Statistical analysis with missing data. New York: Wiley.
Manton, K. G., Corder, L., and Stallard, E. (1993). Changes in the use of personal assistance and special equipment from 1982 to 1989: Results from the 1982 and 1989 NLTCS. Gerontologist, 33:168-176.
McArdle, J. J., Ferrer-Caja, E., Hamagami, F., and Woodcock, R. W. (2002). Comparative longitudinal analyses of the growth and decline of multiple intellectual abilities over the life span. Dev. Psychol., 38:115-142.
McClearn, G. E., Johansson, B., Berg, S., Pedersen, N. L., Ahern, F., Petrill, S. A., and Plomin, R. (1997). Substantial genetic influence on cognitive abilities in twins 80 or more years old. Science 276(5318):1560-1563.
McGue, M., and Bouchard, T. J. J. (1984). Adjustment of twin data for the effects of age and sex. Behav. Genet., 14:325-343.
McGue, M., and Christensen, K. (2001). The heritability of cognitive functioning in very old adults: Evidence from Danish twins aged 75 and older. Psychol. Aging, 16:272-280.
Neale, M. C., Boker, S. M., Xie, G., and Maes, H. H. (2001). Mx: Statistical modeling (5th ed.), Box 126 MCV, Richmond VA 23298: Department of Psychiatry.
Neale, M. C., and Cardon, L. R. (1992). Methodology for genetic studies of twins and families. Dordrecht, The Netherlands: Kluwer Academic.
Neale, M. C., and McArdle, J. J. (2000). Structure latent growth curves for twin data. Twin Res., 3:165-177.
NIA Aging and Genetic Epidemiology Working Group. (2000). Genetic epidemiologic studies on age-specified traits. Am. J. Epidemiol., 152:1003-1008.
Nybo, H., Gaist, D., Jeune, B., McGue, M., Vaupel, J. W., Christensen, K. (2001) Functional status and self-rated health in 2,262 nonagenarians: the Danish 1905 Cohort Survey. Journal of the American Geriatrics Society: 49:601-609.
Patridge, L. (2001). Evolutionary theories of ageing applied to longlived organisms. Exp. Gerontol., 36:641-650.
Platz, M. (1989). The elderly in their homes: Vol. 1. Living conditions. Copenhagen: Danish National Institute of Social Research.
Platz, M. (1990). The elderly in their homes: Vol. 2. How do they cope? Copenhagen: Danish National Institute of Social Research.
Plomin, R., DeFries, J. C., McClear, G. E., and McGuffin, P. (2001). Behavioral genetics (4th ed.). New York: Freeman.
Rantaner, T., Guralnik, J. M., Foley, D., Masaki, K., Leveille, S., Curb, J. D., and White, L. (1999). Midlife hand grip strength as a predictor of old age disability. JAMA, 281:558-560.
Rantaner, T., Pertti, E., Kauppinen, M., and Heikkinen, E. (1994). Maximal isometric muscle strength and socioeconomic status, health, and physical activity in 75-year-old persons. J. Aging Physical Activity, 2:206-220.
Schulz-Larsen, K., Avlund, K., and Kreiner, S. (1992). Functional ability of community-dwelling elderly: Criterion-related validity of new measure of functional ability. J. Clin. Epidemiol., 45:1315-1326.
Rights and permissions
About this article
Cite this article
Christensen, K., Frederiksen, H., Vaupel, J.W. et al. Age Trajectories of Genetic Variance in Physical Functioning: A Longitudinal Study of Danish Twins Aged 70 Years and Older. Behav Genet 33, 125–136 (2003). https://doi.org/10.1023/A:1022501817781
Issue Date:
DOI: https://doi.org/10.1023/A:1022501817781