Skip to main content

Advertisement

Log in

Factors influencing cortisol level and slope among community dwelling older adults in Minnesota

  • Published:
Journal of Cross-Cultural Gerontology Aims and scope Submit manuscript

Abstract

Cortisol has frequently been used as a stress marker and has been shown to be elevated in response to laboratory stressors, severe real-life stressors, and daily hassles. Furthermore, variation in cortisol rhythms has been observed in some disease states and may be related to health outcomes. The majority of cortisol and stress research has been conducted on young adults. This study examines factors associated with cortisol level and slope in healthy older adults. Forty-eight older adults from the Twin Cities, MN (age = 76.4 ± 5.8) were interviewed regarding health, stress, affect, and social networks. Participants collected saliva every two hours over a three-day period while keeping a record of their emotions and activities. Cortisol was assayed by radioimmunoassay. Data were analyzed using a random mixed effects model and linear regression. In univariate models cortisol was associated with age (p < 0.0001), time of day (p < 0.001), stress level (p = 0.01), positive affect measured in interview (p = 0.005), positive mood state (p < 0.0001), negative mood state (p = 0.09), and morningness (p = 0.0006). In multivariate models, affect was no longer significantly associated with cortisol. Age (p < 0.001), morningness (p = 0.014), physical activity (p = 0.017), and hours slept (p < 0.001) predicted cortisol slope. These results suggest that while cortisol reactivity to current mood and daily stressors may be diminished in older adults, perception of average stress on a trait level is predictive of cortisol level. As such, salivary cortisol might not be a good marker of acute stress in older adults, while still valuable to measure stress over a longer period of time.

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.

Institutional subscriptions

Similar content being viewed by others

References

  • Amster, L.E. & Krauss, H.H. (1974). The relationship between life crises and mental deterioration in old age, International Journal of Aging and Human Development 5(1): 51–55.

    Google Scholar 

  • Bailey, S.L. & Heitkemper, M.M. (1991). Morningness-eveningness and early-morning salivary cortisol levels, Biology and Psychology 32(2–3): 181–192.

    Article  Google Scholar 

  • Bailey, S. L. & Heitkemper, M. M. (2001). Circadian rhythmicity of cortisol and body temperature: Morningness-eveningness effects, Chronobiology International 18(2): 249–261.

    Article  Google Scholar 

  • Blazer, D.G., Malmrose, L.C., Wallsten, S.M., Nemeroff, C.B., Reed, D.A., Ritchie, J.C., et al. (1993). Rhythmicity and response to A.M. and P.M. CRH challenge in elderly subjects, Neurobiology of Aging 14(1): 101–106.

    Article  Google Scholar 

  • Bliwise, D.L. (1993). Sleep in normal aging and dementia, Sleep 16(1): 40–81.

    Google Scholar 

  • Bohnen, N., Houx, P., Nicolson, N., & Jolles, J. (1990). Cortisol reactivity and cognitive performance in a continuous mental task paradigm. Biological Psychology 31: 107–116.

    Article  Google Scholar 

  • Born, J. & Fehm, H.L. (1998). Hypothalamus-pituitary-adrenal activity during human sleep: a coordinating role for the limbic hippocampal system, Experimental and Clinical Endocrinology and Diabetes 106(3): 153–163.

    Google Scholar 

  • Brown, F.M. (1993). Psychometric equivalence of an improved Basic Language Morningness (BALM) scale using industrial population within comparisons, Ergonomics 36(1–3): 191–197.

    Google Scholar 

  • Buyukyazi, G., Karamizrak, S.O. & Islegen, C. (2003). Effects of continuous and interval running training on serum growth and cortisol hormones in junior basketball players, Acta Physiologica Hungry 90(1): 69–79.

    Article  Google Scholar 

  • Carlson, M. & Earls, F. (1997). Psychological and neuroendocrinological sequelae of early social deprivation in institutionalized children in Romania, Annals of the New York Academy of Sciences 807: 419–428.

    Google Scholar 

  • Carskadon, M., Brown, E. & Dement, W. (1982). Sleep fragmentation in the elderly, relationship to daytime sleep tendency, Neurobiology of Aging 3: 309–317.

    Article  Google Scholar 

  • Chumlea, W. & Roche, A. (1988). Assessment of nutritional status of healthy and handicapped adults. In T. Lohman, A. Roche, & R. Martorell (eds.), Anthropometric standardization reference manual (pp. 115–119). Champaign: Human Kinetics Books.

    Google Scholar 

  • Cohen, S., Kamarck, T. & Mermelstein, R. (1983). A global measure of perceived stress, Journal of Health and Social Behavior 24(4): 385–396.

    Article  Google Scholar 

  • Copinschi, G., Akseki, E., Moreno Reyes, R., Leproult, R., L Hermite Baleriaux, M., Caufriez, A., et al. (1995). Effects of bedtime administration of zolpidem on circadian and sleep-related hormonal profiles in normal women. Sleep 18(6): 417–424.

    Google Scholar 

  • Copinschi, G. & Van Cauter, E. (1995). Effects of ageing on modulation of hormonal secretions by sleep and circadian rhythmicity, Hormone Research 43(1–3): 20–24.

    Google Scholar 

  • Dekkers, J.C., Geenen, R., Godaert, G.L., van Doornen, L.J. & Bijlsma, J.W. (2000a). Diurnal rhythm of salivary cortisol levels in patients with recent-onset rheumatoid arthritis, Arthritis and Rheumatism 43(2): 465–467.

    Article  Google Scholar 

  • Dekkers, J.C., Geenen, R., Godaert, G.L.R., van Doornen, L.J.P. & Bijlsma, J.W.J. (2000b). Diurnal courses of cortisol, pain, fatigue, negative mood, and stiffness in patients with recently diagnosed rheumatoid arthritis, International Journal of Behavioral Medicine 7(4): 353–371.

    Article  Google Scholar 

  • Deuschle, M., Gotthardt, U., Schweiger, U., Weber, B., Korner, A., Schmider, J., et al. (1997a). With aging in humans the activity of the hypothalamus-pituitary-adrenal system increases and its diurnal amplitude flattens, Life Sciences 61(22): 2239–2246.

    Article  Google Scholar 

  • Deuschle, M., Schweiger, U., Weber, B., Gotthardt, U., Korner, A., Schmider, J., et al. (1997b). Diurnal activity and pulsatility of the hypothalamus-pituitary-adrenal system in male depressed patients and healthy controls, Journal of Clinical Endocrinology and Metabolism 82(1): 234–238.

    Article  Google Scholar 

  • Dienner, E. & Emmons, A. (1985). The independence of positive and negative affect, Journal of Personality and Social Psychology 47: 1105–1117.

    Article  Google Scholar 

  • Dijk, D.-J. & Duffy, J.F. (1999). Circadian regulation of human sleep and age-related changes in its timing, consolidation and EEG characteristics, Annals of Medicine 31: 130–140.

    Google Scholar 

  • Filaire, E., Duche, P., Lac, G. & Robert, A. (1996). Saliva cortisol, physical exercise and training: Influences of swimming and handball on cortisol concentrations in women, European Journal of Applied Physiology and Occupational Physiology 74: 274–278.

    Article  Google Scholar 

  • Flinn, M., Quinlan, M., Quinlan, R., Turner, M. & England, B. (1995). Glucorticoid stress response, immune function, and illness among children in a rural Caribbean village, American Journal of Human Biology 7: 122.

    Google Scholar 

  • Fredrikson, M., Sundinm, O. & Frankenhaeuser, M. (1985). Cortisol excretion during defense reactions in humans. Psychosomatic Medicine 40: 313–319

    Google Scholar 

  • Fried, L.P. & Walston, J. (1999). Frailty and Failure to Thrive. In W.R. Hazzard, J.P. Blass, W. Ettinger, J.B. Halter, & J.G. Ouslander (eds.), Prinicples of Geriatric Medicine and Gerontology (4th ed., pp. 1387–1402). New York: McGraw-Hill.

    Google Scholar 

  • Frolkis, W. (1993). Stress-age syndrome, Mechanisms of Aging and Development 69: 93–107.

    Article  Google Scholar 

  • Goh, V.H. (2000). Circadian disturbances after night-shift work onboard a naval ship, Military Medicine 165(2): 101–105.

    Google Scholar 

  • Graney, M.J. & Graney, E.E. (1974). Communications activity substitutions in aging, Journal of Communication 24(4): 88–96.

    Article  Google Scholar 

  • Grossman, A. (1991). Regulation of human pituitary responses to stress. In M. Brown, G. Koob, & C. River (eds.), Stress. Neurobiology and Neuroendocrinology. New York: Marcel Dekker, Inc.

    Google Scholar 

  • Harma, M., Laitinen, J., Partinen, M. & Suvanto, S. (1994). The effect of four-day round trip flights over 10 time zones on the circadian variation of salivary melatonin and cortisol in airline flight attendants, Ergonomics 37(9): 1479–1489.

    Google Scholar 

  • Hennig, J., Kieferdorf, P., Moritz, C., Huwe, S. & Netter, P. (1998). Changes in cortisol secretion during shiftwork: Implications for tolerance to shiftwork? Ergonomics 41(5): 610–621.

    Article  Google Scholar 

  • Hobbs, F.B. & Damon, B.L. (1996). 65+ in the United States (Current Population Reports No. P23–190.): U.S. Department of Department of Commerce.

  • Horne, J. & Ostenberg, O. (1976). A self-assessment questionnaire to determine morningness-eveningness in human circadian rhythms, International Journal of Chronobiology 4: 97–110.

    Google Scholar 

  • Ice, G., Katz-Stein, A., Himes, J.H. & Kane, R.L. (2004). Diurnal cycles of salivary cortisol in older adults, Psychoneuroendocrinology 29(3): 355–370.

    Article  Google Scholar 

  • Jacks, D.E., Sowash, J., Anning, J., McGloughlin, T. & Andres, F. (2002). Effect of exercise at three exercise intensities on salivary cortisol, Journal of Strength and Conditioning Research 16(2): 286–289.

    Article  Google Scholar 

  • Kindermann, W., Schnable, A., Schmitt, W., Biro, G., Cassens, J. & Webber, F. (1982). Catecholamines, growth hormone, cortisol, insulin and sex hormones in anaerobic and aerobic exercise, European Journal of Applied Physiology 49: 389–399.

    Article  Google Scholar 

  • Kirschbaum, C. & Hellhammer, D. (1989). Salivary research in psychobiology research: An overview, Neuropsychobiology 22: 150–169.

    Article  Google Scholar 

  • Kirschbaum, C., Kudielka, B.M., Gaab, J., Schommer, N.C. & Hellhammer, D.H. (1999). Impact of gender, menstrual cycle phase, and oral contraceptives on the activity of the hypothalamus-pituitary-adrenal axis, Psychosomatic Medicine 61(2): 154–162.

    Google Scholar 

  • Kirschbaum, C., Scherer, G. & Strasburger, C.J. (1994). Pituitary and adrenal hormone responses to pharmacological, physical, and psychological stimulation in habitual smokers and nonsmokers, Clinical Investigator 72(10): 804–810.

    Google Scholar 

  • Kudielka, B.M., Broderick, J.E. & Kirschbaum, C. (2003). Compliance with saliva sampling protocols: electronic monitoring reveals invalid cortisol daytime profiles in noncompliant subjects, Psychosomatic Medicine 65(2): 313–319.

    Article  Google Scholar 

  • Lawton, M.P., Kleban, M.H., Dean, J., Rajagopal, D. & Parmelee, P.A. (1992). The factorial generality of brief positive and negative affect measures, Journal of Gerontology 47(4): 228–237.

    Google Scholar 

  • Levine, A., Cohen, D. & Zadik, Z. (1994). Urinary free cortisol values in children under stress, Journal of Pediatrics 125(6 Pt 1): 853–857.

    Google Scholar 

  • Lohman, T., Roche, A., & Martorell, R. (1988). Anthropometric Standardization Reference Manual. Champaign: Human Kinetics Books.

    Google Scholar 

  • Lubben, J. (1988). Assessing social networks among elderly populations, Family Community Health 11: 45–52.

    Google Scholar 

  • Lucia, A., Diaz, B., Hoyos, J., Fernandez, C., Villa, G., Bandres, F., et al. (2001). Hormone levels of world class cyclists during the Tour of Spain stage race, British Journal of Sports Medicine 35: 424–430.

    Article  Google Scholar 

  • Lupien, S., Lecours, A. R., Schwartz, G., Sharma, S., Hauger, R.L., Meaney, M. J., et al. (1996). Longitudinal study of basal cortisol levels in healthy elderly subjects: Evidence for subgroups, Neurobiology of Aging 17(1): 95–105.

    Article  Google Scholar 

  • Martin, C. (1985). Endocrine Physiology. New York: Oxford University Press.

    Google Scholar 

  • Mason, J.W., Giller, E.L., Kosten, T.R., Ostroff, R.B. & Podd, L. (1986). Urinary free-cortisol levels in posttraumatic stress disorder patients, Journal of Nervous and Mental Disease 174(3): 145–149.

    Google Scholar 

  • McEwen, B.S. (1988). Glucocorticoid receptors in the brain, Hospital Practice 23(8): 107–111, 114, 119–121.

    Google Scholar 

  • Nicolson, N., Storms, C., Ponds, R. & Sulon, J. (1997). Salivary cortisol levels and stress reactivity in human aging, Journals of gerontology. Series a, biological sciences and medical sciences 52(2): M68–M75.

    Google Scholar 

  • Ockenfels, M.C., Porter, L., Smyth, J., Kirschbaum, C., Hellhammer, D.H. & Stone, A.A. (1995). Effect of chronic stress associated with unemployment on salivary cortisol: overall cortisol levels, diurnal rhythm, and acute stress reactivity, Psychosomatic Medicine 57(5): 460–467.

    Google Scholar 

  • Pollard, T. (1995). Use of cortisol as a stress marker: Practical and theoretical problems, American Journal of Human Biology 7: 265–273.

    Article  Google Scholar 

  • Price, D.A., Close, G.C., & Fielding, B.A. (1983). Age of appearance of circadian rhythm in salivary cortisol values in infancy, Archives of Disease in Childhood 58(6) 454–456.

    Article  Google Scholar 

  • Pruessner, J.C., Wolf, O.T., Hellhammer, D.H., Buske Kirschbaum, A., von Auer, K., Jobst, S., et al. (1997). Free cortisol levels after awakening: A reliable biological marker for the assessment of adrenocortical activity, Life Sciences 61(26): 2539–2549.

    Article  Google Scholar 

  • Raff, H., Raff, J.L., Duthie, E.H., Wilson, C.R., Sasse, E.A., Rudman, I., et al. (1999). Elevated salivary cortisol in the evening in healthy elderly men and women: correlation with bone mineral density, Journals of Gerontology. Series a, Biological Sciences and Medical Sciences 54(9): 479–483.

    Google Scholar 

  • Richardson, G. (1990). Circadian rhythms and aging. In E. Schneider, & J. Rowe (eds.), Handbook of the Biology of Aging (3rd ed., pp. 275–305). San Diego: Academic Press, Inc.

    Google Scholar 

  • Sapolsky, R. (1990). The adrenocortical axis. In E. Schneider, & J. Rowe (eds.), Handbook of the Biology of Aging (pp. 330–348). San Diego: Academic Press.

    Google Scholar 

  • Sapolsky, R. (1992). Stress, the Aging Brain, and the Mechanisms of Neuron Death. Cambridge, MA: MIT Press.

    Google Scholar 

  • Sapolsky, R., Armanini, M., Packan, D. & Tombaugh, G. (1987). Stress and glucocorticoids in aging, Endocrinology and Metabolism Clinics of North America 16(4): 965–980.

    Google Scholar 

  • Sapolsky, R.M. (1999). Glucocorticoids, stress, and their adverse neurological effects: Relevance to aging, Experimental Gerontology 34(6): 721–732.

    Article  Google Scholar 

  • Sephton, S.E., Sapolsky, R.M., Kraemer, H.C. & Spiegel, D. (2000). Diurnal cortisol rhythm as a predictor of breast cancer survival, Journal of the National Cancer Institute 92(12): 994–1000.

    Article  Google Scholar 

  • Sherman, B., Wysham, C. & Pfohl, B. (1985). Age-related changes in the circadian rhythm of plasma cortisol in man, Journal of Clinical Endocrinology and Metabolism 61(3): 439–443.

    Article  Google Scholar 

  • Shiffman, S. & Stone, A.A. (1998). Introduction to the special section: Ecological momentary assessment in health psychology, Health Psychology 17(1): 3–5.

    Article  Google Scholar 

  • Smyth, J., Ockenfels, M., Porter, L., Kirschbaum, C., Hellhammer, D. & Stone, A. (1998). Stressors and mood measured on a momentary basis are associated with salivary cortisol secretion, Psychoneuroendocrinology 22: 353–370.

    Article  Google Scholar 

  • Smyth, J.M., Ockenfels, M.C., Gorin, A.A., Catley, D., Porter, L.S., Kirschbaum, C., et al. (1997). Individual differences in the diurnal cycle of cortisol, Psychoneuroendocrinology 22(2): 89–105.

    Article  Google Scholar 

  • Smyth, J.M., Stone, A.A., Hurewitz, A. & Kaell, A. (1999). Effects of writing about stressful experiences on symptom reduction in patients with asthma or rheumatoid arthritis: A randomized trial, Journal of the American Medical Association 281(14): 1304–1309.

    Article  Google Scholar 

  • Stone, A.A., Schwartz, J.E., Smyth, J., Kirschbaum, C., Cohen, S., Hellhammer, D., et al. (2001). Individual differences in the diurnal cycle of salivary free cortisol: A replication of flattened cycles for some individuals, Psychoneuroendocrinology 26(3): 295–306.

    Article  Google Scholar 

  • Tremblay, M.S., Copeland, J.L. & Van Helder, W. (2004). Effect of training status and exercise mode on endogenous steroid hormones in men, J Appl Physiol 96(2): 531–539.

    Article  Google Scholar 

  • van Eck, M., Berkhof, H., Nicolson, N. & Sulon, J. (1996). The effects of perceived stress, traits, mood states, and stressful daily events on salivary cortisol, PsychosomaticMedicine 58(5): 447–458.

    Google Scholar 

  • Van-Cauter, E., Leproult, R. & Kupfer, D.J. (1996). Effects of gender and age on the levels and circadian rhythmicity of plasma cortisol, Journal of Clinical Endocrinology and Metabolism 81(7): 2468–2473.

    Article  Google Scholar 

  • Van-Londen, L., Goekoop, J.G., Zwinderman, A.H., Lanser, J.B., Wiegant, V.M. & De-Wied, D. (1998). Neuropsychological performance and plasma cortisol, arginine vasopressin and oxytocin in patients with major depression. Psychological Medicine 28(2): 275–284.

    Article  Google Scholar 

  • Van-Cauter, E. & Plat, L. (1996). Physiology of growth hormone secretion during sleep, Journal of Pediatrics 128(5 Pt 2): S32–37.

    Google Scholar 

  • Van-Cauter, E., Plat, L., Leproult, R. & Copinschi, G. (1998). Alterations of circadian rhythmicity and sleep in aging: endocrine consequences, Hormone Research 49(3–4): 147–152.

    Article  Google Scholar 

  • Voorrips, L.E., Ravelli, A.C., Dongelmans, P. C., Deurenberg, P. & Van Staveren, W.A. (1991). A physical activity questionnaire for the elderly, Medical Science and Sports Exercise 23(8): 974–979.

    Google Scholar 

  • Webb, W. & Swinburne, H. (1971). An observational study of sleep in the aged, Perceptions and Motor Skills 32: 895–898.

    Google Scholar 

  • Weitzman, E.D., Fukushima, D., Nogeire, C., Roffwarg, H., Gallagher, T.F. & Hellman, L. (1971). Twenty-four hour pattern of the episodic secretion of cortisol in normal subjects, Journal of Clinical Endocrinology and Metabolism 33(1): 14–22.

    Google Scholar 

  • White, B.P., Gunnar, M.R., Larson, M.C., Donzella, B. & Barr, R.G. (2000). Behavioral and physiological responsivity, sleep, and patterns of daily cortisol production in infants with and without colic, Child Development 71(4): 862–877.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gillian H. Ice.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ice, G.H. Factors influencing cortisol level and slope among community dwelling older adults in Minnesota. J Cross Cult Gerontol 20, 91–108 (2005). https://doi.org/10.1007/s10823-005-9085-5

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10823-005-9085-5

Keywords

Navigation