Vascular health, diabetes, APOE and dementia: the Aging, Demographics, and Memory Study
© Llewellyn et al.; licensee BioMed Central Ltd. 2010
Received: 14 December 2009
Accepted: 24 June 2010
Published: 24 June 2010
Evidence from clinical samples and geographically limited population studies suggests that vascular health, diabetes and apolipoprotein ε4 (APOE) are associated with dementia.
A population-based sample of 856 individuals aged 71 years or older from all contiguous regions of the United States received an extensive in-home clinical and neuropsychological assessment in 2001-2003. The relation of hypertension, diabetes, heart disease, stroke, medication usage, and APOE ε4 to dementia was modelled using adjusted multivariable logistic regression.
Treated stroke (odds ratio [OR] 3.8, 95% confidence interval [CI] 2.0, 7.2), untreated stroke (OR 3.5, 95% CI 1.7, 7.3), and APOE ε4 (OR 2.8, 95% CI 1.7, 4.5) all increased the odds of dementia. Treated hypertension was associated with lower odds of dementia (OR 0.5, 95% CI 0.3, 1.0). Diabetes and heart disease were not significantly associated with dementia. A significant interaction was observed between APOE ε4 and stroke (P = 0.001).
Data from the first dementia study that is representative of the United States population suggest that stroke, the APOE ε4 allele and their interaction are strongly associated with dementia.
Identification of modifiable risk factors for Alzheimer's disease (AD), vascular dementia (VaD), and other dementias could potentially lead to a reduction in the human and economic costs these conditions place on aging populations. Better prevention of vascular disease and better treatment of vascular risk factors, in particular, may hold promise for decreasing the incidence of these debilitating disorders [1, 2]. A number of related vascular risk factors and conditions -- for example, hypertension, diabetes, heart disease, and stroke -- have been studied to determine their relation to AD and VaD. However, many of these prior studies have been based on highly selected clinical samples or community-based samples from geographically localized areas, thus raising questions about the generalizability of findings .
Studies of blood pressure and prevalent dementia have noted an inverse relation in late-life , perhaps indicating that the dementia processes itself leads to lower blood pressure . Incidence studies suggest that midlife hypertension is a risk factor for dementia in late-life, and that low diastolic and very high systolic pressure in late-life may also be risk factors [4, 5]. Observational studies and randomized controlled trials provide limited evidence for a protective effect of antihypertensive therapy [4–9]. However, bias was introduced to previous trials due to the large proportion of placebo patients given active treatment, and the number of patients lost to follow-up with differential drop-out. The impact of hypertension on AD is controversial and remains to be clarified.
Evidence for the relation between diabetes and dementia has also been mixed. Studies of the prevalence of diabetes in those with established dementia have provided equivocal results , perhaps due to methodological issues such as survival bias or the effects of AD on glucose metabolism . Results from incidence studies have been more consistent, suggesting that dementia is 50 to 100% more likely in individuals with diabetes, and that the association may be slightly stronger for patients with VaD than AD . The clinical relevance of possible underlying pathophysiological mechanisms remains unclear, although elevated glycosylated hemoglobin (HbA1c) levels appear to increase the risk of dementia , and treatments improving glycemic control may therefore reduce the risk of dementia.
There are conflicting reports on the possible association between heart disease and dementia. Several studies have reported a higher risk of dementia or cognitive impairment in heart disease patients [13–16], whereas other studies suggest no association [17, 18]. Further research is needed to establish whether these discrepancies reflect methodological artifacts, and to clarify the relation between heart disease and dementia with greater precision.
The prevalence of dementia in people with a history of stroke is approximately 3.4 to 5.8 times higher than in those without [19, 20], and the incidence of dementia over 10 to 25 years in those with a history of stroke is about double that observed in those free of stroke [13, 14]. The presence of cerebrovascular disease and a temporal relation between cerebrovascular disease and the onset of dementia are typically central diagnostic criteria for VaD [15–17]. However, cerebrovascular disease may be identified by neurological examination or brain imaging rather than a history of clinical stroke, and a considerable proportion of stroke patients do not develop dementia or VaD . The association between AD and stroke remains uncertain due to a lack of conceptual and taxonomic consensus, although dementia is commonly associated with concomitant cerebrovascular and AD pathology in community-based autopsy studies .
Genetic predisposition may also modulate the association between vascular risk factors, diabetes, and dementia . Apolipoprotein E (APOE) plays a central role in lipid metabolism, and is the only established genetic risk factor for late-onset dementia . Some previous studies suggest that the association between dementia and hypertension , diabetes , heart disease , or stroke  may be particularly strong among APOE ε4 allele carriers, although other studies suggest an additive effect with no effect modification .
We aimed to assess the relation between vascular health, diabetes, APOE and dementia using data from the Aging, Demographics, and Memory Study (ADAMS). The ADAMS is the first population-based study of dementia in the USA to include subjects from all regions of the country, while using a single standardized diagnostic protocol in a population-based sample . The ADAMS has recently been utilized to estimate the prevalence of dementia  and cognitive impairment without dementia  in the USA.
Materials and methods
The institutional review boards at Duke University Medical Center and the University of Michigan approved the study procedures, and all study participants or their surrogates provided informed consent.
Full details of the ADAMS assessment and diagnostic procedures are described elsewhere . A nurse and a neuropsychology technician conducted an assessment of all participants at their residence. The following information about the participant was collected from a knowledgeable informant: chronological history of cognitive symptoms, current neuropsychiatric symptoms, measures of severity of cognitive and functional impairment, and family history of memory problems. During the assessment, the participant completed a battery of neuropsychological measures, a measure of depressive symptoms, a standardized neurological examination, blood pressure measurements, collection of buccal DNA samples for APOE genotyping (presence of the ε4 allele), and a seven-minute videotaped segment covering portions of the cognitive status and neurological examinations. Medical record releases were also sought to obtain relevant neuroimaging and laboratory results from participants' physicians. A consensus expert panel of neurologists, neuropsychologists, geriatric psychiatrists, and internists reviewed all information for all participants collected during the in-home assessment first without and then with medical records and assigned final diagnoses. The consensus panel used clinical judgment to assign the final diagnosis based on currently accepted standardized international criteria for dementia (Diagnostic and Statistical Manual of Mental Disorders (DSM)-III-R and DSM-IV) [28, 29], AD (National Institute of Neurological and Communicative Disorders and Stroke - Alzheimer's Disease and Related Disorders Association (NINCDS-ADRDA)) , and VaD (National Institute of Neurological Disorders and Stroke - Association Internationale pour la Recherché et l'Enseignement en Neurosciences (NINDS-AIREN)) . The consensus panel also made an estimate of the year of dementia onset based on the available cognitive and additional data. Non-demented participants were also further divided into two categories: normal cognitive function and cognitive impairment without dementia (defined as mild cognitive or functional impairment that did not meet the criteria for dementia, or performance that was both below expectation and at least 1.5 SDs below published norms on any neuropsychological test) . It should be noted that the distribution of diagnoses becomes nationally representative only after population weights are applied .
The presence of hypertension, diabetes, heart disease, and stroke was established based upon self- or proxy-report of these conditions at the HRS interview prior to the ADAMS assessment. During the HRS interview, each respondent was asked whether a doctor had ever told them that they had hypertension ('high blood pressure or hypertension?'), diabetes ('diabetes or high blood sugar?'), heart disease ('heart attack, coronary heart disease, angina, congestive heart failure, or other heart problems?'), or a stroke ('stroke?'). In addition to self-report of hypertension, blood pressure was directly measured during the ADAMS assessment and individuals who had systolic blood pressure of 140 mmhg or above, or diastolic blood pressure of 90 mmhg or above on two successive measurements were categorized as hypertensive. Linked Medicare claims data from 1991 were also used to confirm presence of stroke. The ADAMS subject or informant was asked to provide a list of all current medications used, and to provide the bottles for each of these medications for the nurse to confirm usage. We used these medication data to assign a 'treated' or 'untreated' status based on the current use of one or more relevant medication for each condition (hypertension, diabetes, heart disease, and stroke).
The probability that an individual participated in ADAMS was modelled using logistic regression as a function of covariates derived from the HRS, such as age, sex, education, marital status, HRS cognition scores, residential status, and health conditions, to develop nonresponse adjustments to the sample selection weights. Population sample weights were then constructed to take into account the probabilities of selection in the stratified sample design and to adjust for differential nonparticipation . Multivariable logistic regression models were then used to determine the relation of vascular health (hypertension, heart disease and stroke), diabetes and APOE to all-cause dementia and the common dementia subtypes (AD and VaD). We adjusted for age, sex, education, ethnicity, and HRS wave in basic models, and also corrected for all of the other variables in fully adjusted models. Adjustment for stroke was not incorporated in the fully adjusted VaD models and we did not examine the association between stroke and VaD because cerebrovascular disease is a central diagnostic criterion for VaD . In a series of secondary analyses we examined the associations between vascular conditions, diabetes and dementia separately by treatment status and examined interactions with APOE genotype. In a sensitivity analysis we also excluded those with cognitive impairment without dementia from the non-demented control group. In a second sensitivity analysis we restricted conditions to those reported in the HRS before the estimated onset of dementia in order to help establish the temporal relation of observed associations. All analyses were conducted using Stata SE version 9.2 (StataCorp, College Station, TX, USA).
Baseline characteristics of the study population
(n = 548)
All-cause dementia (n = 308)
Alzheimer's disease (n = 229)
Vascular dementia (n = 48)
Mean age (SD), years
Women, n (%)
Education, n (%)
8 years or less
9 years or more
Ethnic origin, n (%)
HRS wave*, n (%)
Mean MMSE total (SD)
Hypertension, n (%)
Diabetes, n (%)
Heart disease, n (%)
Stroke, n (%)
APOE ε4, n (%)
Logistic regression models illustrating the odds of all-cause dementia, Alzheimer's disease and vascular dementia (95% confidence intervals) by vascular conditions, diabetes and APOE genotype
Basic adjusted models*
Fully adjusted models†
Basic adjusted models*
Fully adjusted models†
Basic adjusted models*
Fully adjusted models‡
Logistic regression models illustrating the odds of all-cause dementia, Alzheimer's disease and vascular dementia (95% confidence intervals) by untreated and treated vascular conditions and diabetes
Basic adjusted models*
Fully adjusted models†
Basic adjusted models*
Fully adjusted models†
Basic adjusted models*
Fully adjusted models‡
(Insufficient cases observed)
Logistic regression model illustrating the odds of all-cause dementia (95% confidence intervals) by combinations of stroke and APOE genotype
Basic adjusted models*
Fully adjusted models†
Stroke - APOE ε4 -
Stroke + APOE ε4 -
Stroke - APOE ε4 +
Stroke + APOE ε4 +
P for stroke × APOE ε4 interaction = 0.001†
Excluding participants who were cognitively impaired without dementia (n = 241) from the non-demented control group gave the same pattern of results (data not shown). The effect sizes increased slightly for all conditions as we were comparing demented participants with a more selective group, and confidence intervals were therefore generally increased due to the reduced sample size. Restricting vascular conditions and diabetes to conditions reported before the estimated onset of dementia gave a highly similar pattern of results. For example, stroke was more likely (odds ratio (OR) 4.8, 95% confidence interval (CI) 2.8 to 8.0) and hypertension was less likely (OR 0.4, 95% CI 0.2 to 0.6) before the onset of dementia, whereas no association was observed for diabetes or heart disease (P > 0.3). The interaction between stroke and APOE ε4 remained significant (P = 0.018).
In this study we investigated the associations between hypertension, diabetes, heart disease, stroke, APOE ε4 and dementia. Stroke and the APOE ε4 allele emerged as being strongly associated with dementia in the USA population. Treated hypertension was associated with decreased odds of dementia, whereas untreated heart disease emerged as being possibly associated. Treated or untreated diabetes did not appear to increase the odds of dementia. There was little evidence for an interaction between APOE ε4 and hypertension, diabetes or heart disease. However, APOE ε4 did modify the relation between stroke and dementia as those with stroke who were APOE ε4 negative had two times higher odds of dementia, while those with stroke who were APOE ε4 positive had 15 times higher odds of dementia.
Many prior studies of dementia have been based on highly selected clinical samples or community-based samples from geographically localized areas . This analysis is the first to our knowledge to examine the relation between vascular conditions, diabetes and dementia in a large heterogeneous population-based sample that is representative of the contiguous USA. We incorporated an extensive in-home clinical and neuropsychological assessment to determine a consensus dementia diagnosis using a single standardized diagnostic protocol for all participants, and adjusted for a range of potential confounders.
A number of possible sources of bias should also be discussed. A proportion of the HRS sample died or were lost to follow-up before they could be assessed in the ADAMS. The response rate for the ADAMS study was also moderate (56% of the nondeceased target sample), which could pose a threat to the representativeness of the study. However, extensive information about individuals who refused to participate was available from the parent HRS, including level of cognitive function, which was incorporated in the population weights used to ensure the representativeness of the ADAMS sample. As we studied the relation between vascular conditions, diabetes and dementia cross-sectionally, bias could nevertheless have occurred due to survival effects. The association with the conditions would have been inflated if mortality in those with vascular conditions or diabetes was lower in those that were also demented. More likely, the combination of vascular conditions, diabetes and dementia may have led to increased mortality and an underestimation of the relation. However, the same pattern of results was observed when we restricted our analyses to conditions reported before the estimated onset of dementia. Although dementia was diagnosed by generally accepted international criteria and a central consensus committee, the possibility of misdiagnosis must be noted, particularly when distinguishing between Alzheimer's disease, vascular dementia and other dementias.
Although previous studies provide equivocal evidence to suggest that antihypertensives may be neuroprotective [4–9], the prevalence of dementia and AD was lower in treated hypertensives than untreated hypertensives in the present study. Thus the importance of hypertension may be underestimated if studies fail to account for antihypertensive treatment. Our results add to the inconsistent literature to suggest that diabetes  and heart disease [32–37] may have a limited association with dementia on a population level. Our findings are consistent with previous studies suggesting a three to six times higher prevalence of dementia in stroke patients [19, 20]. Interestingly, the prevalence of stroke was higher in participants with AD, and the association between stroke and dementia was not limited to all-cause dementia or VaD. Our results are also in line with studies demonstrating that APOE ε4 is an important risk factor for dementia .
Hypertension is a risk factor for stroke, ischemic white matter lesions, silent infarcts, and general atherosclerosis, and has also been related to AD pathology . Dementia is commonly associated with concomitant cerebrovascular and AD pathology in community-based autopsy studies . Possible mechanisms linking stroke and dementia include vascular lesions, white-matter changes, or combinations of these and AD pathology . APOE ε4 is associated with hippocampal, amygdala, and entorhinal cortex atrophy, increased brain atrophy, increased white matter hyperintensity volumes and altered cerebral blood flow and glucose metabolism , however the mechanisms for these changes remain unclear. Although some studies suggest that the association between vascular conditions and dementia may be modified by APOE ε4 [22–25], we only observed a significant interaction with stroke. Based on these findings, we postulate that stroke and APOE may lead to dementia via related mechanisms.
Data from the first dementia study that is representative of the USA population suggest that antihypertensive medications may be neuroprotective, whereas stroke and APOE ε4 are strongly associated with dementia. It remains to be established which pathological mechanisms are clinically important on a population level, although our evolving understanding of the etiology of dementia has the potential to inform more effective interventions and treatments. Interventions designed to reduce the incidence of stroke may also be effective in reducing the incidence of dementia, particularly in APOE ε4 carriers.
Aging: Demographics: and Memory Study
- APOE ε4:
apolipoprotein E epsilon 4
Diagnostic and Statistical Manual of Mental Disorders
Health and Retirement Study
National Institute of Neurological and Communicative Disorders and Stroke - Alzheimer's Disease and Related Disorders Association
National Institute of Neurological Disorders and Stroke - Association Internationale pour la Recherché et l'Enseignement en Neurosciences
The HRS and ADAMS are funded by the US National Institute on Aging (U01 AG09740). Dr Lang is an Academic Specialty Registrar in Public Health supported by the NHS South-West Region Public Health Training Scheme. Dr Matthews is funded by the UK Medical Research Council (U.1052.00.013). Dr Langa and Dr. Plassman were supported by NIA grants R01 AG027010 and R01 AG030155.
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