Does cognition predict mortality in midlife? Results from the Whitehall II cohort study
Introduction
There are two distinct strands of research on the association between cognition and mortality. Low cognitive scores in childhood and early adulthood, usually on intelligence tests, have been shown to be associated with shortened survival (Batty et al., 2007, Hart et al., 2005, Holsinger et al., 2007, Kuh et al., 2004, Martin and Kubzansky, 2005, Whalley and Deary, 2001). On the other hand, cognition in the elderly has also been shown to be associated with mortality (Bassuk et al., 2000, Bennett et al., 2002, Dewey and Saz, 2001, Eagles et al., 1990, Fried et al., 1998, Gale et al., 1996, Gussekloo et al., 1997, Hassing et al., 2002, Hunderfund et al., 2006, Kelman et al., 1994, Korten et al., 1999, Liu et al., 1990, Neale et al., 2001, Nguyen et al., 2003, Palmer et al., 2002, Shipley et al., 2006, Small et al., 2003, Small and Backman, 1997, Smits et al., 1999, Swan et al., 1995, Tuokko et al., 2003). Besides age, a major difference between these two strands of research is the conceptualisation of cognitive function. Among children and adolescents, cognitive function is generally measured by tests of intelligence (Batty et al., 2007, Hart et al., 2005, Holsinger et al., 2007, Kuh et al., 2004, Martin and Kubzansky, 2005, Whalley and Deary, 2001), a single composite measure is used to assess global cognitive ability and referred to as ‘g’ or the general intelligence factor (Deary and Batty, 2007). Among the elderly, multiple cognitive domains, like memory (Hassing et al., 2002, Shipley et al., 2006, Small et al., 2003, Small and Backman, 1997, Smits et al., 1999), digit symbol substitution test (Fried et al., 1998, Swan et al., 1995), others measures of processing speed (Anstey et al., 2001, Hassing et al., 2002, Korten et al., 1999, Smits et al., 1999), visuo-spatial abilities (Hassing et al., 2002, Shipley et al., 2006, Small et al., 2003), vocabulary (Anstey et al., 2001, Rabbitt et al., 2002), verbal fluency (Small et al., 2003) or global cognitive function, like the Mini-Mental State Examination (Anstey et al., 2001, Bassuk et al., 2000, Eagles et al., 1990, Gale et al., 1996, Gussekloo et al., 1997, Kelman et al., 1994, Neale et al., 2001, Nguyen et al., 2003, Palmer et al., 2002, Small et al., 2003) have been used. However, it remains unclear whether the association between cognition and mortality is specific to a particular cognitive domain or to intelligence in general. Another issue that remains debated is whether the association between cognition and mortality in adults is linear or restricted to those at the lower end of the distribution of cognitive scores (Kuh et al., 2004).
The objective of the present study is to examine, in a middle-aged population, whether the association between cognition and mortality is best captured by specific cognitive measures or by the “g” factor. We also examine whether this association applies across the continuum of the distribution of cognitive scores. A further objective is to identify the extent to which education, health behaviours and health measures explain the association between cognition and mortality.
Section snippets
Study population
Data are drawn from the Whitehall II study, established in 1985 as a longitudinal study to examine the socio-economic gradient in health and disease among 10,308 civil servants (6895 men and 3413 women) (Marmot et al., 1991). All civil servants aged 35–55 years in 20 London-based departments were invited to participate by letter, and 73% agreed. Baseline examination (Phase 1) took place during 1985–1988, and involved a clinical examination and a self-administered questionnaire containing
Sample description and missing data
Among the 9931 persons alive at Phase 5, 7785 participated in Phase 5, either the questionnaire or the clinical examination or both. Among them, 5572 had data on all cognitive tests and covariates. Compared to the 2213 individuals who had completed only a part of Phase 5, participants included in our study had a lower rate of mortality (3.28% versus 5.60%, p < 0.0001), were younger (55.7 years versus 56.6 years, p < 0.0001), composed of fewer women (28.0% versus 36.5%, p < 0.0001) and had a higher
Discussion
This study presents three key findings. In a large prospective cohort study of middle-aged British civil servants, memory and reasoning (fluid intelligence) were linearly associated with mortality followed up over 8 years in analysis adjusted for age and sex. Out of education, health behaviours and health, it was health behaviours that explained the greater portion of the association between cognition and mortality. Finally, only 26% of the association between memory and mortality was explained
Conflicts of interest statement
All authors confirm that there are no conflicts of interest with regard to this work.
Acknowledgements
AS-M is supported by a “Chaire d’excellence” award from the French Ministry of Research and a “European Young Investigator Award” from the European Science Foundation. MGM is supported by an MRC research professorship. MJS is supported by a grant from the British Heart Foundation. The Whitehall II study has been supported by grants from the British Medical Research Council (MRC); the British Heart Foundation; the British Health and Safety Executive; the British Department of Health; the
References (54)
- et al.
Premorbid (early life) IQ and later mortality risk: systematic review
Ann. Epidemiol.
(2007) - et al.
Word fluency and brain damage
Neuropsychologica
(1967) - et al.
Mild cognitive impairment
Lancet
(2006) - et al.
Age differences in fluid and crystallized intelligence
Acta Psychol.
(1967) - et al.
Health inequalities among British civil servants: the Whitehall II study
Lancet
(1991) - et al.
Estimating the incidence of dementia: the impact of adjusting for subject attrition using health care utilization data
Ann. Epidemiol.
(2006) - et al.
Demographic, health, cognitive, and sensory variables as predictors of mortality in very old adults
Psychol. Aging
(2001) - et al.
Cognitive impairment and mortality in the community-dwelling elderly
Am. J. Epidemiol.
(2000) - et al.
Natural history of mild cognitive impairment in older persons
Neurology
(2002) The elephant in the room—healthy brains in later life, epidemiology and public health
Nat. Rev. Neurosci.
(2007)
Cognitive epidemiology
J. Epidemiol. Community Health
Dementia, cognitive impairment and mortality in persons aged 65 and over living in the community: a systematic review of the literature
Int. J. Geriatr. Psychiatry
Relation between cognitive impairment and early death in the elderly
BMJ
Birth weight, components of height and coronary heart disease: evidence from the Whitehall II study
Int. J. Epidemiol.
Risk factors for 5-year mortality in older adults: the cardiovascular health study
JAMA
Mortality in nondemented subjects with cognitive impairment: the influence of health-related factors
Am. J. Epidemiol.
Cognitive impairment and mortality in a cohort of elderly people
BMJ
Impact of mild cognitive impairment on survival in very elderly people: cohort study
BMJ
Restricted cubic splines
Childhood IQ and all-cause mortality before and after age 65: prospective observational study linking the Scottish Mental Survey 1932 and the Midspan studies
Br. J. Health Psychol.
Terminal decline and markers of cerebro- and cardiovascular disease: findings from a longitudinal study of the oldest old
J. Gerontol. B: Psychol. Sci. Soc. Sci.
AH 4 Group Test of General Intelligence
Intelligence in early adulthood and life span up to 65 years later in male elderly twins
Age Ageing
Mortality in amnestic mild cognitive impairment: a prospective community study
Neurology
Dementia after stroke: the Framingham study
Stroke
Cognitive impairment and mortality in older community residents
Am. J. Public Health
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