Reduction in Allostatic Load in Older Adults Is Associated With Lower All-Cause Mortality Risk: MacArthur Studies of Successful Aging

Objectives: To study the association between change in allostatic load (a risk score constructed from multiple biological markers) over a 2.5-year period and mortality in the following 4.5 years in older adults. Methods: We measured 10 physiologic parameters at baseline (1988) in a cohort of 171 high-functioning, community-dwelling, 70- to 79-year-old adults. These measurements were repeated 2.5 years later, in 1991. Summary allostatic load scores for 1988 and 1991 were created as the weighted sum of the 10 biological markers and their second-order terms. Mortality status (alive or dead) for participants was determined 4.5 years later, in 1995. The association between change in allostatic load score (1988–1991) and subsequent mortality (1991–1995) was studied using logistic regression. Results: Compared with participants whose allostatic load score decreased between 1988 and 1991, individuals whose allostatic load score increased had higher risk of all-cause mortality between 1991 and 1995 (15% versus 5%, p = .047). Adjusted for age and baseline allostatic load, each unit increment in the allostatic load change score was associated with mortality odds ratio of 3.3 (95% confidence interval, 1.1–9.8). Conclusion: Our results suggest that even in older ages, change in risk scores can be followed to improve assessment of mortality risk. DHEA-S = dehydroepiandosterone sulfate; HDL = high-density lipoprotein; CVD = cardiovascular disease; ROC = receiver operating curve.

[1]  U. Lundberg Urban commuting: crowdedness and catecholamine excretion. , 1976, Journal of human stress.

[2]  D. Goldstein,et al.  Effects of whole blood storage on results for glycosylated hemoglobin as measured by ion-exchange chromatography, affinity chromatography, and colorimetry. , 1983, Clinical chemistry.

[3]  R. Frye,et al.  A population-based model of risk factors for ischemic stroke , 1996, Neurology.

[4]  D. Russell,et al.  Blood cholesterol screening influence of fasting state on cholesterol results and management decisions. , 2000, Journal of general internal medicine.

[5]  J. Smyth,et al.  Effect of Chronic Stress Associated With Unemployment on Salivary Cortisol: Overall Cortisol Levels, Diurnal Rhythm, and Acute Stress Reactivity , 1995, Psychosomatic medicine.

[6]  A. Pessina,et al.  Sympathetic drive and vascular damage in hypertension and atherosclerosis. , 1991, Hypertension.

[7]  Philip Greenland,et al.  Assessment of Cardiovascular Risk by Use of Multiple-Risk-Factor Assessment Equations , 1999 .

[8]  Joël Ménard,et al.  Effects of intensive blood-pressure lowering and low-dose aspirin in patients with hypertension: principal results of the Hypertension Optimal Treatment (HOT) randomised trial , 1998, The Lancet.

[9]  M. Woodbury,et al.  Longitudinal analysis of the dynamics and risk of coronary heart disease in the Framingham Study. , 1979, Biometrics.

[10]  B. McEwen,et al.  Stress and the individual. Mechanisms leading to disease. , 1993, Archives of internal medicine.

[11]  G. H. Stewart,et al.  Changes occuring with the immobile liquid phase in gas-liquid chromatography. II. The effect of retention volumes. , 1962, Journal of chromatography.

[12]  R. D'Agostino,et al.  Validation of the Framingham coronary heart disease prediction scores: results of a multiple ethnic groups investigation. , 2001, JAMA.

[13]  C. Bulpitt,et al.  Is a high serum cholesterol level associated with longer survival in elderly hypertensives? , 1990, Journal of hypertension.

[14]  R B D'Agostino,et al.  Cardiovascular Risk Assessment Based on US Cohort Studies: Findings From a National Heart, Lung, and Blood Institute Workshop , 2001, Circulation.

[15]  A. Krstulović,et al.  Investigations of catecholamine metabolism using high-performance liquid chromatography: analytical methodology and clinical applications. , 1982, Journal of chromatography.

[16]  S. Grundy Coronary plaque as a replacement for age as a risk factor in global risk assessment. , 2001, The American journal of cardiology.

[17]  J. Ziegenhorn,et al.  Reagent for the enzymatic determination of serum total cholesterol with improved lipolytic efficiency. , 1983, Clinical chemistry.

[18]  B. Singer,et al.  Increases in Serum Non‐High‐Density Lipoprotein Cholesterol May Be Beneficial in Some High‐Functioning Older Adults: MacArthur Studies of Successful Aging , 2004, Journal of the American Geriatrics Society.

[19]  B. Singer,et al.  Price of adaptation--allostatic load and its health consequences. MacArthur studies of successful aging. , 1997, Archives of internal medicine.

[20]  K C Cain,et al.  Total serum cholesterol levels and mortality risk as a function of age. A report based on the Framingham data. , 1993, Archives of internal medicine.

[21]  S M Grundy,et al.  Assessment of cardiovascular risk by use of multiple-risk-factor assessment equations: a statement for healthcare professionals from the American Heart Association and the American College of Cardiology. , 1999, Circulation.

[22]  L. Fried,et al.  Weight Change in Old Age and its Association with Mortality , 2001, Journal of the American Geriatrics Society.

[23]  T. Seeman,et al.  High urinary catecholamine excretion predicts mortality and functional decline in high-functioning, community-dwelling older persons: MacArthur Studies of Successful Aging. , 2000, The journals of gerontology. Series A, Biological sciences and medical sciences.

[24]  B. Efron Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation , 1983 .

[25]  L. Fried,et al.  Factors Associated with Healthy Aging: The Cardiovascular Health Study , 2001, Journal of the American Geriatrics Society.

[26]  P. Sterling,et al.  Allostasis: A new paradigm to explain arousal pathology. , 1988 .

[27]  T. Koivula,et al.  Elevated high-density-lipoprotein cholesterol and normal triglycerides as markers of longevity , 1991, Klinische Wochenschrift.

[28]  U. Fölsch,et al.  Cystic neoplasms of the pancreas: A clinical and radiological study of eight cases , 1990, Klinische Wochenschrift.

[29]  F. Harrell,et al.  Prognostic/Clinical Prediction Models: Multivariable Prognostic Models: Issues in Developing Models, Evaluating Assumptions and Adequacy, and Measuring and Reducing Errors , 2005 .

[30]  B. Singer,et al.  Allostatic load as a predictor of functional decline. MacArthur studies of successful aging. , 2002, Journal of clinical epidemiology.

[31]  R A Kronmal,et al.  Risk factors for 5-year mortality in older adults: the Cardiovascular Health Study. , 1998, JAMA.

[32]  A. Weverling-Rijnsburger,et al.  Total cholesterol and risk of mortality in the oldest old , 1997, The Lancet.

[33]  G. Reardon,et al.  A more specific, liquid-chromatographic method for free cortisol in urine. , 1982, Clinical chemistry.

[34]  M. Albert,et al.  High, usual and impaired functioning in community-dwelling older men and women: findings from the MacArthur Foundation Research Network on Successful Aging. , 1993, Journal of clinical epidemiology.

[35]  T. Lohman,et al.  Anthropometric Standardization Reference Manual , 1988 .

[36]  D. Levy,et al.  Prediction of coronary heart disease using risk factor categories. , 1998, Circulation.

[37]  J W Rowe,et al.  Allostatic load as a marker of cumulative biological risk: MacArthur studies of successful aging , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[38]  J. Manfreda,et al.  The effect of age on risk factors for ischemic heart disease: the Manitoba Follow-Up Study, 1948-1993. , 1998, Annals of epidemiology.

[39]  S. Manuck,et al.  The pathogenicity of behavior and its neuroendocrine mediation: an example from coronary artery disease. , 1995, Psychosomatic medicine.

[40]  J. Sorkin,et al.  The sagittal waist diameter and mortality in men: the Baltimore Longitudinal Study on Aging. , 1994, International journal of obesity and related metabolic disorders : journal of the International Association for the Study of Obesity.

[41]  K. Yano,et al.  Screening for coronary heart disease in elderly men based on current and past cholesterol levels. , 1999, Journal of clinical epidemiology.

[42]  D. Goff,et al.  A call for caution in the interpretation of the observed smaller relative importance of risk factors in the elderly. , 1998, Annals of epidemiology.

[43]  J. Habbema,et al.  Prognostic Modeling with Logistic Regression Analysis , 2001, Medical decision making : an international journal of the Society for Medical Decision Making.

[44]  J. Sorkin,et al.  Offspring of Centenarians Have a Favorable Lipid Profile , 2001, Journal of the American Geriatrics Society.