Skip to main content
Log in

Genetic and Environmental Influences on Decline in Biobehavioral Markers of Aging

  • Published:
Behavior Genetics Aims and scope Submit manuscript

Abstract

Latent growth models were applied to longitudinal twin data on markers of aging to investigate genetic and environmental influences on the processes of change with age. The sample included 1957 participants aged 50 to 96 years. Five markers were assessed: forced expiratory volume, mean arterial pressure, grip strength, motor functioning, and well-being. Data were gathered at up to three follow-up occasions at intervals of 3 years. Results indicated monotonic changes with age for all but two variables. Performance on motor functioning and well-being was stable until age 65 or 70, followed by significant decline. Genetic influences on the level of performance were indicated for all five markers of aging. Genetic influences on the slope were found for only three of the variables: motor functioning, mean arterial pressure, and forced expiratory volume. Investigations of the aging process will differ depending on whether the focus is on static performance or change.

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

  • Akaike, H. (1987). Factor analysis and AIC. Psychometrika 52:317-332.

    Google Scholar 

  • Alpass, F., Neville, S., and Flett, R. (2000). Contribution of retirement-related variables to well-being in an older male sample. N. Z. J. Psychol. 29:74-79.

    Google Scholar 

  • Anstey, K. J., Lord, S. R., and Smith, G. A. (1996). Measuring human functional age: A review of empirical findings. Exp. Aging Res. 22:245-266.

    PubMed  Google Scholar 

  • Anstey, K. J., Luszcz, M. S., Giles, L. C., and Andrews, G. R. (2001). Demographic, health, cognitive and sensory variables as predictors of mortality in very old adults. Psychol. Aging 16:3-11.

    PubMed  Google Scholar 

  • Arden, N. K., and Spector, T. D. (1997). Genetic influences on muscle strength, lean body mass, and bone mineral density: A twin study. J. Bone Miner. Res. 12:2076-2081.

    PubMed  Google Scholar 

  • Bosworth, H. B., Schaie, K. W., and Willis, S. L. (1999). Cognitive and sociodemographic risk factors for mortality in the Seattle Longitudinal Study. J. Gerontol. Psychol. Sci. 54B:p. 273-P282.

    Google Scholar 

  • Brock, D. B., Lemke, J. H., Branch, L. G., Evans, D. A., and Berkman, L. F. (1994). Mortality and physical functioning in epidemiologic studies of three older populations. J. Aging Soc. Policy 6:21-37.

    Google Scholar 

  • Bryk, A. S., and Raudenbush, S. W. (1992). Hierarchical linear models. London: Sage Publications.

    Google Scholar 

  • Caskie, G. I. L., Schaie, K. W., and Willis, S. L. (1999). Individual differences in the rate of change in cognitive abilities during adulthood [Abstract]. Gerontologist 39:398.

    Google Scholar 

  • Christensen, K., Holm, N. V., McGue, M., Corder, L., and Vaupel, J. W. (1999). A Danish population-based twin study of general health in the elderly. J. Aging Health 11:49-64.

    PubMed  Google Scholar 

  • Christensen, K., McGue, M., Yashin, A., Iachine, I., Holam, N. V., and Vaupel, J. W. (2000). Genetic and environmental influences on functional abilities in Danish twins aged 75 years and older. J. Gerontol. Med. Sci. 55A:M446-M452.

    Google Scholar 

  • Cristofalo, V. J., Tresini, M., Francis, M. K., and Volker, C. (1999). Biological theories of senescence. In V. L. Bengtson and K. W. Schaie (eds.), Handbook of theories of aging (pp. 98-112). New York: Springer.

    Google Scholar 

  • de Geus, E. J. C., Wright, M. J., Martin, N. G., and Boomsma, D. I. (2001). Genetics of brain function and cognition. Behav. Genet. 31:489-495.

    PubMed  Google Scholar 

  • Devereux, R. B., and Roman, M. J. (1993). Inter-relationships between hypertension, left ventricular hypertrophy and coronary heart disease. J. Hypertens. 11:S3-S9.

    PubMed  Google Scholar 

  • Emery, C. F., Pedersen, N. L., Svartengren, M., and McClearn, G. E. (1998). Longitudinal and genetic effects in the relationship between pulmonary function and cognitive performance. J. Gerontol. Psychol. Sci. 53B:p. 311-P317.

    Google Scholar 

  • Eysenck, H. J., and Eysenck, S. B. G. (1968). Eysenck Personality Inventory. San Diego, CA: Educational Testing Services.

    Google Scholar 

  • Finch, C. E., and Kirkwood, T. B. L. (2000). Chance, development, and aging. New York: Oxford University Press.

    Google Scholar 

  • Finkel, D., Pedersen, N. L., Berg, S., and Johannson, B. (2000). Quantitative genetic analysis of biobehavioral markers of aging in Swedish studies of adult twins. Journal of Aging and Health 12:47-68.

    PubMed  Google Scholar 

  • Finkel, D., Pedersen, N. L., and Harris, J. R. (2000). Genetic mediation of the associations among motor and perceptual speed and adult cognitive abilities. Aging Neuropsychol. Cogn. 7:141-155.

    Google Scholar 

  • Finkel, D., Pedersen, N. L., Plomin, R., and McClearn, G. E. (1998). Longitudinal and cross-sectional twin data on cognitive abilities in adulthood: The Swedish Adoption/Twin Study of Aging. Dev. Psychol. 34:1400-1413.

    PubMed  Google Scholar 

  • Finkel, D., Reynolds, C. A., McArdle, J. J., Gatz, M., and Pedersen, N. L. (In press). Latent growth curve analyses of accelerating decline in cognitive abilities in late adulthood. Dev. Psychol.

  • Gatz, M., Pedersen, N. L., Berg, S., Johansson, B., Johansson, K., Mortimer, J. A., et al. (1997). Heritability for Alzheimer's disease: The study of dementia in Swedish twins. J. Gerontol. Med. Sci. 52A:M117-M125.

    Google Scholar 

  • Hamagami, F., and McCardle, J. J. (2001). Advanced studies of individual differences linear dynamic models for longitudinal data analysis. In G. A. Marcoulides and R. E. Schumacker (eds.), New developments and techniques in structural equation modeling (pp. 203-246). Mahwah, NJ: Lawrence Erlbaum.

    Google Scholar 

  • 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. 47:p. 213-P220.

    Google Scholar 

  • Harris, J. R., Pedersen, N. L., Stacey, C., McClearn, G. E., and Nesselroade, J. R. (1992). Age differences in the etiology of the relationship between life satisfaction and self-rated health. J. Aging Health 4:349-368.

    Google Scholar 

  • Herzog, A. R., House, J. S., and Morgan, J. N. (1991). Relation of work and retirement to health and well-being in older age. Psychol. Aging 6:202-211.

    PubMed  Google Scholar 

  • Hong, Y., de Faire, U., Heller, D. A., McClearn, G. E., and Pedersen, N. (1994). Genetic and environmental influences on blood pressure in elderly twins. Hypertension 24:663-670.

    PubMed  Google Scholar 

  • Iachine, I. A., Holm, N. V., Harris, J. R., Begun, A. Z., Iachina, M. K., Laitinen, M., Kaprio, J., and Yashin, A. I. (1998). How heritable is individual susceptibility to death? The results of an analysis of survival data on Danish, Swedish and Finnish twins. Twin Res. 1:196-205.

    PubMed  Google Scholar 

  • Jarvik, L. F., Falek, A., Kallman, F. J., Lorge, I., and Falek, A. (1960). Survival trends in a senescent twin population. Am. J. Hum. Genet. 12:170-179.

    PubMed  Google Scholar 

  • Korten, A. E., Jorm, A. F., Jiao, Z., Letenneur, L., Jacomb, P. A., Henderson, A. S., Christensen, H., and Rodgers, B.(1999). Health, cognitive, and psychosocial factors as predictors of mortality in an elderly community sample. J. Epidemiol. Community Health 53:83-88.

    PubMed  Google Scholar 

  • Leveille, S. G., Resnick, H. E., and Balfour, J. (2000). Gender differences in disability: Evidence and underlying reasons. Aging 12:106-112.

    PubMed  Google Scholar 

  • Lichtenstein, P., de Faire, U., Floderus, B., Svartengren, M., Svedberg, P., and Pedersen, N. L. (2002). The Swedish Twin Registry: A unique resource for clinical, epidemiological, and genetic studies. J. Intern. Med. 252:184-205.

    PubMed  Google Scholar 

  • Ljungqvist, B., Berg, S., Lanke, J., McClearn, G. E., and Pedersen, N. L. (1998). The effect of genetic factors for longevity: A comparison of identical and fraternal twins in the Swedish Twin Registry. J. Gerontol. Med. Sci. 53A:M441-M446.

    Google Scholar 

  • Maier, H., and Smith, J. (1999). Psychological predictors of mortality in old age. J. Gerontol. Psychol. Sci. 54B:p. 44-P54.

    Google Scholar 

  • Markides, K. S., Black, S. A., Ostir, G. V., Angel, R. J., Guralnik, J. M., and Lichtenstein, M. (2001). Lower body function and mortality in Mexican American elderly people. J. Gerontol. Med. Sci. 56A:M243-M247.

    Google Scholar 

  • McArdle, J. J., and Anderson, E. (1990). Latent variable growth models for research on aging. In J. E. Birren and K. W. Schaie (eds.), Handbook of the psychology of aging (3rd ed., pp. 21-44). New York: Academic Press.

    Google Scholar 

  • McArdle, J. J., Prescott, C. A., Hamagami, F., and Horn, J. L. (1998). A contemporary method for developmental-genetic analyses of age changes in intellectual abilities. Dev. Neuropsychol. 14:69-114.

    Google Scholar 

  • 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 276:1560-1563.

    PubMed  Google Scholar 

  • McClearn, G. E., Svartengren, M., Pedersen, N. L., Helter, D. S., and Plomin, R. (1994). Genetic and environmental influences on pulmonary function in aging Swedish twins. Journal of Gerontology: Medical Sciences. 49: M264-M268.

    Google Scholar 

  • McDonough, P., and Walters, V. (2001). Gender and health: Reassessing pattern and explanations. Soc. Sci. Med. 52:547-549.

    PubMed  Google Scholar 

  • McGue, M., and Christensen, K. (2001). The heritability of cognitive functioning in very old adults: Evidence from Danish twins aged 75 years and older. Psychol. Aging 16:272-280.

    PubMed  Google Scholar 

  • McGue, M., Vaupel, J. W., Holm, N., and Harvald, B. (1993). Longevity is moderately heritable in a sample of Danish twins born 1870–1880. J. Gerontol. 48:B237-B244.

    PubMed  Google Scholar 

  • Moen, P. (1996). Gender, age, and the life course. In R. H. Binstock and L. K. George (eds.), Handbook of aging and the social sciences (4th ed., pp. 171-187). San Diego, CA: Academic Press.

    Google Scholar 

  • Mossey, J. M., and Shapiro, E. (1982). Self-rated health: A predictor of mortality among the elderly. Am. J. Public Health 72:800-808.

    PubMed  Google Scholar 

  • Muthen, B. O., and Khoo, S. T. (1998). Longitudinal studies of achievement growth using latent variable modeling. Learning and Individual Differences 10:73-101.

    Google Scholar 

  • Neale, M. C., Boker, S. M., Xie, G., and Maes, H. H. (1999). Mx: Statistical Modeling (5th ed.). VCU Box 900126, Richmond, VA: Department of Psychiatry.

    Google Scholar 

  • Palmer, L. J., Knuiman, M. W., Divitini, M. L., Burton, P. R., James, A. L., Bartholomew, H. C., Ryan, G., and Musk, A. W. (2001). Familial aggregation and heritability of adult lung function: Results from the Busselton Health Study. Eur. Respir. J. 17:696-702.

    PubMed  Google Scholar 

  • Pearl, R. (1931). Studies on human longevity, IV. The inheritance of longevity. Preliminary Report. Hum. Biol. 3:245-269.

    Google Scholar 

  • Pedersen, N. L., Friberg, L., Floderus-Myrhed, B., McClearn, G. E., and Plomin, R. (1984). Swedish early separated twins: Identification and characterization. Acta Genet. Med. Gemellol. 33:243-250.

    PubMed  Google Scholar 

  • Pedersen, N. L., Lichtenstein, P., and Svedberg, P. (2002). The Swedish Twin Registry in the third millennium. Twin Res. 5:427-432.

    PubMed  Google Scholar 

  • Pedersen, N. L., McClearn, G. E., Plomin, R., Nesselroade, J. R., Berg, S., and de Faire, U. (1991). The Swedish Adoption/Twin Study of Aging: An update. Acta Genet. Med. Gemellol. 40:7-20.

    PubMed  Google Scholar 

  • Pedersen, N. L., and Reynolds, C. A. (1998). Stability and change in adult personality: Genetic and environmental components. Eur. J. Personality 12:365-386.

    Google Scholar 

  • Pinquart, M., and Sörensen, S. (2001). Gender differences in self-concept and psychological well-being in old age: A meta-analysis. J. Gerontol. Psychol. Sci. 56B:p. 195-P213.

    Google Scholar 

  • Reed, T., Fabsitz, R. R., Selby, J. V., and Carmelli, D. (1991). Genetic influences and grip strength norms in the NHLBI twin study males aged 59–69. Ann. Hum. Biol. 18:425-432.

    PubMed  Google Scholar 

  • Reynolds, C. A., Finkel, D., Gatz, M., and Pedersen, N. L. (2002). Sources of influence on rate of cognitive change over time in Swedish twins: An application of latent growth models. Submitted.

  • Reynolds, C. A., Gatz, M., and Pedersen, N. L. (2002). Individual variation for cognitive decline: Quantitative methods for describing patterns of change. Psychol. Aging. 17:271-287.

    PubMed  Google Scholar 

  • SAS Institute Inc. (1999). SAS online documentation for Windows (Version Release 8). Cary, NC: SAS Institute Inc.

    Google Scholar 

  • Schaie, K. W. (1996). Intellectual development in adulthood. In J. E. Birren and K. W. Schaie (eds.), Handbook of the psychology of aging (4th ed., pp. 266-286). New York: Academic Press.

    Google Scholar 

  • Smith, J., and Baltes, M. M. (1998). The role of gender in very old age: Profiles of functioning and everyday life patterns. Psychol. Aging 13:676-695.

    PubMed  Google Scholar 

  • Snieder, H., Hayward, C. S., Perks, U., Kelly, R. P., Kelly, P. J., and Spector, T. D. (2000). Heritability of central systolic pressure augmentation: A twin study. Hypertension 35:574-579.

    PubMed  Google Scholar 

  • Sprott, R. L. (1999). Biomarkers of aging. J. Gerontol. Biol. Sci. 54A:B464-B465.

    Google Scholar 

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

    Google Scholar 

  • Vinck, W. J., Fagard, R. H., Loos, R., and Vlietinck, R. (2001). The impact of genetic and environmental influences on blood pressure variance across age-groups. J. Hypertens. 19:1007-1013.

    PubMed  Google Scholar 

  • Wood, V., Wylie, M. L., and Sheafor, B. (1969). An analysis of a short self-report measure of life satisfaction: Correlation with rater judgments. J. Gerontol. 24:465-469.

    PubMed  Google Scholar 

Download references

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Finkel, D., Pedersen, N.L., Reynolds, C.A. et al. Genetic and Environmental Influences on Decline in Biobehavioral Markers of Aging. Behav Genet 33, 107–123 (2003). https://doi.org/10.1023/A:1022549700943

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1022549700943

Navigation