Common variation in GRB-associated Binding Protein 2 (GAB2) and increased risk for Alzheimer dementia

GRB-associated binding protein 2 (GAB2) was recently reported to be a modifier of late-onset Alzheimer dementia (AD) risk in carriers of the APOE epsilon4 allele in a genome-wide association analysis. We aimed to investigate this association in a well-characterized Belgian late-onset AD patient/control group: 528 Belgian AD patients (mean onset age 79.0+/-5.2 years, 70.2% females) and 601 ethnically matched control individuals (mean age 61.9+/-15.3 years, 57.1% females) were genotyped for 10 SNPs across the GAB2 locus. For 2 SNPs the most common genotype was associated with risk for AD, with the most significant result for rs4945261 [OR 1.49 (95%CI 1.04-2.15)]. After stratification by presence or absence of APOE epsilon4 these associations were present in APOE epsilon4 carriers only. When assessing the effect of APOE and rs4945261 in one model, rs4945261 did not show a main effect, but the joint risk effect of rs4945261-GG and APOE epsilon4 on AD was significant (OR 3.87, 95%CI 2.66-5.63; p=1.0E-12), with a deviation of 1.87 from the multiplicative model of interaction. Haplotype analyses showed evidence of association in the total (global p(sim) 0.04) and APOE epsilon4+ (global p(sim) 0.02) but not in the APOE epsilon4 - group (global p(sim) 0.6). The association was driven by a higher frequency of the major haplotype in patients. Our data independently replicate an association between GAB2 and late-onset AD, which appears to be limited to APOE epsilon4 carriers.     

Synergy between the genes for butyrylcholinesterase K variant and apolipoprotein E4 in late-onset confirmed Alzheimer's disease

The allelic frequency of the gene for the K variant of butyrylcholinesterase (BCHE-K) was 0.17 in 74 subjects with late-onset (age > 65 years) histopathologically diagnosed Alzheimer's disease (AD), which was higher than the frequencies in 104 elderly control subjects (0.09), in 14 early-onset cases of confirmed AD (0.07) and in 29 confirmed cases of other dementia (0.10). The association of BCHE-K with late-onset AD was limited to carriers of the epsilon 4 allele of the apolipoprotein E gene (APOE), among whom the presence of BCHE-K gave an odds ratio of confirmed late-onset AD of 6.9 (95% C.I. 1.65-29) in subjects > 65 years and of 12.8 (1.9-86) in subjects > 75 years. In APOE epsilon 4 carriers over 75 years, only 1/22 controls, compared with 10/24 confirmed late-onset AD cases, had BCHE-K. We suggest that BCHE-K, or a nearby gene on chromosome 3, acts in synergy with APOE epsilon 4 as a susceptibility gene for late-onset AD.      

Orbitofrontal cortex volume in late life depression: influence of hyperintense lesions and genetic polymorphisms

BACKGROUND: Orbitofrontal cortex (OFC) volumetric differences have been reported in depression, but in relatively small samples. Factors associated with these differences are not well described. We examined OFC volumes in a large sample of elderly depressed and non-depressed subjects, exploring the relationship between OFC volume, 5HTTLPR genotype, apolipoprotein E (APOE) genotype and hyperintense lesion volume. We hypothesized that smaller OFC volume would be associated with depression, greater hyperintense lesion volume and severity, and APOE epsilon4 or 5HTTLPR short allele carriers. METHOD: A total of 226 depressed and 144 non-depressed older subjects completed 1.5 T magnetic resonance imaging (MRI) and genotyping. OFC volumes and lesion volumes were measured using standardized methods. Lesion severity was additionally rated using the Coffey rating scale. Differences between groups were compared while controlling for age, sex and total cerebral volume; separate models added lesion measures and genetic polymorphisms. RESULTS: Depressed subjects exhibited smaller OFC volumes. There was a trend for a negative association between white-matter lesion volume and OFC volume; however, rated white-matter lesion severity was significantly negatively associated with OFC volume. There was no association between gray-matter lesion measures or 5HTTLPR genotype and OFC volume. Contrary to our hypothesis, subjects who were APOE epsilon4 allele positive exhibited larger OFC volumes; in secondary analyses, this finding was limited to the non-depressed group. CONCLUSIONS: Reduced OFC volumes are seen in depression and associated with greater severity of white-matter lesions. Healthy subjects who are APOE epsilon4 allele positive exhibited larger OFC volumes. This finding should be examined in other populations.     

Association of RFC1 A80G and MTHFR C677T polymorphisms with Alzheimer's disease

We examined polymorphisms in reduced folate carrier gene (RFC1) and methylenetetrahydrofolate reductase gene (MTHFR) for association with sporadic AD (SAD) in Chinese population. Significant associations of RFC1 A80G G allele and GG genotype with SAD (p=0.008, OR=1.312, 95%CI=1.072-1.605, and p=0.042, OR=1.383, 95%CI=1.012-1.890) were found. Further stratification of total samples by APOE epsilon4 carrier status, age/age at onset and gender revealed that RFC1 A80G G allele was an APOE epsilon4-independent risk factor for late-onset AD, and it might increase the risk of AD in females. No significant associations of MTHFR C677T allele and genotype with AD were observed in total samples, but significant associations of T allele and TT genotype with AD (p=0.031, OR=1.586, 95%CI=1.042-2.414, and p=0.028, OR=2.250, 95%CI=1.074-4.712) were identified in APOE epsilon4 carrier subgroup, suggesting that MTHFR 677 T allele and APOE epsilon4 allele may synergistically act to increase AD risk. No significant effect of RFC1 G80A and MTHFR C677T polymorphisms on plasma folate and homocysteine levels was detected.     

Depression, APOE genotype and subjective memory impairment: a cross-sectional study in an African-Caribbean population

BACKGROUND: Subjective memory impairment (SMI) is common in older populations but its aetiology and clinical significance is uncertain. Depression has been reported to be strongly associated with SMI. Associations with objective cognitive impairment are less clear cut. Other factors suggested to be associated with SMI include poor physical health and the apolipoprotein E (APOE) epsilon4 allele. Studies of SMI have been predominantly confined to white Caucasian populations. METHOD: A community study was carried out in a UK African-Caribbean population aged 55-75, sampled from primary care lists. Twenty-three per cent were classified with SMI. Depression was defined using the 10-item Geriatric Depression Scale. Other aetiological factors investigated were education, objective cognitive function, APOE genotype, disablement and vascular disease/risk. The principal analysis was restricted to 243 participants scoring > 20 on the Mini-Mental State Examination (85%). A second analysis included all 290 participants. RESULTS: Depression, self-reported physical impairment and APOE epsilon4 were associated with SMI. The association between SMI and physical impairment was not explained by depression, vascular disease/risk, or disability/handicap. The association between epsilon4 and SMI increased as MMSE scores decreased and was particularly strong in those with depression. The epsilon4 allele was present in 69% (95% CI 41-89%) of those with depression and SMI compared with 28% (20-36%) of those with neither. CONCLUSIONS: Depression may not be a sufficient explanation for subjective memory complaints. Memory complaints in the presence of depression are associated with high prevalence of epsilon4 and therefore, presumably, a raised risk of subsequent dementia.     

No association between the genes for butyrylcholinesterase K variant and apolipoprotein E4 in late-onset Alzheimer's disease

Butyrylcholinesterase (BChE) as well as acetylcholinesterase has been suggested to be associated with Alzheimer's disease (AD). Lehmann et al. [1997: Hum Mol Genet 6:1933-1936] recently reported the synergism between the gene for the K variant of BChE (BCHE-K) and the epsilon4 allele of apolipoprotein E (APOE epsilon4) in late-onset confirmed AD with Caucasian subjects. The authors found that the allelic frequency of BCHE-K was 0.17 in 74 subjects with late-onset histopathologically diagnosed AD, which was higher than the frequencies in elderly control subjects (0.09) and in other dementias (0.07-0.10). The association of BCHE-K with late-onset AD was limited to carriers of APOE epsilon4, giving odds ratios of confirmed late-onset AD of 6.9-12.8. In the present study, we report the BCHE-K allelic frequencies in late-onset AD cases and in age-matched controls of the Korean population, which were 0.22 and 0.17, respectively. We could not find any association between BCHE-K and AD regardless of APOE epsilon4 carrier status. However, APOE epsilon4 clearly showed higher frequency in AD (0.33) than in elderly controls (0.09), giving an odds ratio of 5.2 (95% confidence interval, 2.7-10.0). Our results do not support the conclusion that BCHE-K, or a nearby gene on chromosome 3, acts in synergy with APOE epsilon4 as a susceptibility gene for late-onset AD, at least in the Korean population.     

Cardiovascular damage in Alzheimer disease: autopsy findings from the Bryan ADRC

Autopsy information on cardiovascular damage was investigated for pathologically confirmed Alzheimer disease (AD) patients (n=84) and non-AD control patients (n=60). The 51 relevant items were entered into a grade-of-membership model to describe vascular damage in AD. Five latent groups were identified "I: early-onset AD," "II: controls, cancer," "III: controls, extensive atherosclerosis," "IV: late-onset AD, male," and "V: late-onset AD, female." Expectedly, Groups IV and V had elevated APOE epsilon 4 frequency. Unexpectedly, there was limited atherosclerosis and frequent myocardial valve and ventricular damage. The findings do not indicate a strong relationship between atherosclerosis and AD, although both are associated with the APOE epsilon 4. Instead, autopsy findings of extensive atherosclerosis were associated with possible, not probable or definite AD, and premature death. They are consistent with the hypothesis that brain hypoperfusion contributes to dementia, possibly to AD pathogenesis, and raise the possibility that the APOE allele epsilon 4 contributes directly to heart valve and myocardial damage.     

Interaction of herpesviridae, APOE gene, and education in cognitive impairment

While high age, low level of education and APOE epsilon4 allele are known to predict dementia, there is recent data suggesting that certain viruses and subtypes of APOE epsilon3 could be involved, too. We investigated these relationships in a home-dwelling cohort of 357 elderly people with various cardiovascular diseases (DEBATE study). MMSE score below 24 was used to define cognitive impairment (n = 58). When adjusted for age and the presence of diabetes, multivariate analysis demonstrated maximally increased risk of cognitive impairment in association with a combination of three factors: seropositivity for herpesviridae, presence of APOE epsilon4, and low education (risk ratio 6.1, 95% CI 2.4-15.2). In the subcohort of APOE3/3 individuals (n = 216) homozygosity for the -219G epsilon3 haplotype showed a similar association (risk ratio 8.8, 95% CI 2.6-29.8). These results demonstrate an interaction of specific genetic (APOE) and environmental (education and herpesviridae) risk factors in the development of cognitive impairment and indicate that not only the epsilon4 allele of APOE but also the epsilon3 haplotype is a risk factor for dementia.     

Alpha-2 macroglobulin gene in early- and late-onset Alzheimer disease.

Alpha-2-macroglobulin (A2M) is a proteinase inhibitor that is present in senile plaques and may play a role in metabolism of amyloid beta (A beta) peptide. Recently it was reported that inheritance of the deletion allele (A2M-2) confers increased risk for late-onset Alzheimer disease (AD) with significance of this effect similar to the epsilon4 allele of apolipoprotein E (APOE). We examined the distribution of A2M genotypes and alleles in a cohort of 146 AD patients and 160 age-matched non-demented individuals. There was no evidence for association in the total sample or in subsets stratified by age or APOE epsilon4 status. These results suggest that this polymorphism is not a strong genetic risk factor for either early- or late-onset forms of the disorder. However, they do not exclude the possibility that an AD susceptibility allele is located elsewhere in A2M or a nearby gene.     

Resolving the relationship between ApolipoproteinE and depression

Several studies have reported an association between the ApolipoproteinE-?4 (APOE4) allele and depression among elders. However others have failed to find an association. Since APOE4 is a well recognized risk factor for Alzheimer dementia, cognitive status may represent an important confounder between APOE4 and depression. In this investigation, we examined the relationship between the ApolipoproteinE-?4 allele and depression among elders accounting for cognitive status. Using a case-control design (n = 1052), we investigated the association between ApolipoproteinE-?4 and depression in Alzheimer disease patients (n = 528) and in cognitively intact controls (n = 524). We demonstrated an apparent association between the APOE4 allele and depression in the combined dataset (p = 0.001) when not controlling for cognitive status. However, once stratified by the presence of Alzheimer disease, there was no association in either the Alzheimer group (p = 0.290) or the cognitively intact controls (p = 0.494). In this dataset there is no association between the ApolipoproteinE-?4 allele and depression among those with Alzheimer disease or among cognitively intact elders. However there is a significant association between female gender and depression in the cognitively intact (p = 0.003) but not among those with Alzheimer disease. Additionally, individuals with Alzheimer disease and depression had a significantly younger age of onset for their Alzheimer disease than those without depression (p = 0.017).     

Is ApoE gene a risk factor for vascular dementia in Han Chinese?

We have compared the apolipoprotein E (ApoE) genotypes of Han Chinese with late-onset sporadic Alzheimer's disease (LOAD, n=191), and vascular dementia (VaD, n=124) to controls (n=218) with a similar age distribution. The frequency of ApoE epsilon4 allele in the LOAD group was significantly higher than that in the control group (30.1% versus 10.55%, p<10-7). The risk rate of LOAD was 3.5 times higher for carriers with at least one ApoE epsilon4 allele than for non-epsilon4 bearing controls. ApoE epsilon4 allele was also significantly associated with vascular dementia (OR=1.75, p=0.026). Our findings support previous reports of a positive association between ApoE epsilon4 and both Alzheimer's disease and vascular dementia in Han Chinese.     

Association of APOE epsilon2/epsilon3/epsilon4 and promoter gene variants with dementia but not cardiovascular mortality in old age.

The common apolipoprotein E (APOE) alleles epsilon2, epsilon3, and epsilon4 are associated with the risk of dementia and cardiovascular disease. Recently, two functional variants (- 219G/T and -491A/T) were identified in the promoter of the APOE gene that enable a further characterization of the role of the APOE locus in disease. We investigated the contribution of these APOE gene variants to dementia and cardiovascular mortality in old age using a population-based cohort of 648 subjects aged 85 years and over (Leiden 85-Plus Study). Genotypes containing an APOE epsilon4 allele were associated with a 4.1-fold (95% CI, 2.2-7.7) increased risk of dementia as compared to the epsilon3/epsilon3 genotype in old subjects. Moreover, homozygosity for the -219T allele was found to be associated with a 2.4-fold (95% CI, 1.0-5.8) increased risk independently of epsilon2 and epsilon4; the -491A/T variant was not associated with dementia. Over a 10-year follow-up period, the risk of cardiovascular mortality was not increased among epsilon4 carriers (RR, 0.6; 95% CI, 0.4-1.0) or -219T homozygous subjects (RR, 1.1; 95% CI, 0.7-1.7), nor did it decrease among -491T homozygous subjects (RR, 1.4; 95% CI, 0.6-3.1). In conclusion, both the APOE epsilon2/epsilon3/epsilon4 and the -219G/T variant were identified as risk factors for dementia but not cardiovascular mortality in old age. Our results support the hypothesis that both the isoform and the amount of APOE may influence the risk of dementia. Furthermore, they emphasize that variation at the APOE locus has a higher impact on the risk of dementia than on the risk of cardiovascular disease in old age.     

Patterns of brain activation in people at risk for Alzheimer's disease

BACKGROUND: The epsilon4 allele of the apolipoprotein E gene (APOE) is the chief known genetic risk factor for Alzheimer's disease, the most common cause of dementia late in life. To determine the relation between brain responses to tasks requiring memory and the genetic risk of Alzheimer's disease, we performed APOE genotyping and functional magnetic resonance imaging (MRI) of the brain in older persons with intact cognition. METHODS: We studied 30 subjects (age, 47 to 82 years) who were neurologically normal, of whom 16 were carriers of the APOE epsilon4 allele and 14 were homozygous for the APOE epsilon3 allele. The mean age and level of education were similar in the two groups. Patterns of brain activation during functional MRI scanning were determined while subjects memorized and recalled unrelated pairs of words and while subjects rested between such periods. Memory was reassessed in 14 subjects two years later. RESULTS: Both the magnitude and the extent of brain activation during memory-activation tasks in regions affected by Alzheimer's disease, including the left hippocampal, parietal, and prefrontal regions, were greater among the carriers of the APOE epsilon4 allele than among the carriers of the APOE epsilon3 allele. During periods of recall, the carriers of the APOE epsilon4 allele had a greater average increase in signal intensity in the hippocampal region (1.03 percent vs. 0.62 percent, P<0.001) and a greater mean (+/-SD) number of activated regions throughout the brain (15.9+/-6.2 vs. 9.4+/-5.5, P=0.005) than did carriers of the APOE epsilon3 allele. Longitudinal assessment after two years indicated that the degree of base-line brain activation correlated with degree of decline in memory. CONCLUSIONS: Patterns of brain activation during tasks requiring memory differ depending on the genetic risk of Alzheimer's disease and may predict a subsequent decline in memory.     

Apolipoprotein E genotypes and neuropsychiatric symptoms and syndromes in late-onset Alzheimer's disease

Neuropsychiatric symptoms (NPS) in dementia, previously denominated as behavioural and psychological symptoms of dementia, are often more distressing, impairing, and costly than cognitive symptoms, representing a major health burden for older adults. These symptoms are common features of Alzheimer's disease (AD), and are one of the major risk factors for institutionalization. There is a high prevalence of neuropsychiatric disturbances in patients with AD, including depression, anxiety, apathy, psychosis, aggression, and agitation. At present, the role of the apolipoprotein E (APOE) genotypes in the development of NPS or neuropsychiatric syndromes/endophenotypes in AD patients is unclear. In this article, we summarized the findings of the studies of NPS and neuropsychiatric syndromes in AD in relation to APOE genotypes, with special attention to the possible underlying mechanisms. While some studies failed to find a significant association between the APOE polymorphism and NPS in late-onset AD, other studies reported a significant association between the APOE ?4 allele and an increase in agitation/aggression, hallucinations, delusions, and late-life depression or anxiety. However, current cumulative evidence coming from the few existing longitudinal studies shows no association of APOE genotypes with NPS as a whole in AD. Some negative studies that focused on the distribution of APOE genotypes between AD patients with or without NPS further emphasized the importance of sub-grouping NPS in distinct neuropsychiatric syndromes. Explanations for the variable findings in the existing studies included differences in patient populations, differences in the assessment of neuropsychiatric symptomatology, possible lack of statistical power to detect associations in the negative studies, and small sample sizes generating false positives that cannot be consistently replicated. Finally, many reviewed studies were cross-sectional, whereas it would be of paramount importance to evaluate the risk for incident NPS in relation to the APOE genotype in prospectively followed cohorts of AD patients. In fact, identifying predisposing genetic risk factors may allow us to understand the pathophysiological features of neuropsychiatric syndromes or symptoms in AD, so optimizing possible therapeutic options.     

Apolipoprotein E genotype in Korean schizophrenic patients.

The apolipoprotein E (APOE) epsilon4 allele is a known risk factor for the development of Alzheimer's disease, however, an association of the APOE genotype with schizophrenia is controversial. We investigated the association in 60 Korean schizophrenic patients and 60 healthy controls. APOE genotypes were identified by reverse hybridization-based line probe assay. There were significant differences in the distribution of APOE genotypes between schizophrenic patients and controls. APOE epsilon2 and epsilon3 allele frequencies in schizophrenic patients were significantly different from those in controls. Our results suggest that APOE alleles seem to be operative in the pathogenesis of schizophrenic disorders.     

Apolipoprotein E and prospective memory in normally aging adults

The epsilon4 allele of apolipoprotein E (APOE) is an established risk factor for Alzheimer's disease, despite uncertainty as to its effect on cognitive function in normal aging. Some evidence suggests poor episodic memory and executive functioning in epsilon4 allele carriers. Prospective memory has been overlooked in investigations of the relationship between APOE and cognition. The authors used a laboratory paradigm to examine the relationship between prospective memory and APOE status in healthy elderly adults, and they varied the association (high vs. low) between a target word and a response word. The authors found a significant deficit in prospective memory for epsilon4 allele carriers but no effect of association in either group. The results suggest the deficit was due to failure of the prospective component of the task.     

No association between the intronic presenilin 1 polymorphism and Alzheimer's disease in the Chinese population

Wragg et al. [1996: Lancet 347:509-512] recorded an association between the intron-based presenilin 1 (PS1) genotype 1/1 and late-onset Alzheimer's disease (AD). This study was performed to determine if there is a similar association in the Chinese population. Ninety-one AD cases, 50 multiinfarct dementia (MID) patients, and 73 age-matched normal controls were recruited. Genotyping of PS1 and apolipoprotein E (APOE) was performed by the methods of polymerase chain reaction and restriction fragment length polymorphism. In AD, MID, and normal controls PS1 allele 1 frequency was 0.6703, 0.5600, and 0.6301, respectively; PS1 allele 2 frequency was 0.3297, 0.4400, and 0.3699, respectively. No association was detected between these diseases and any PS1 allele or genotype. There was only a nearly significant negative association between MID and PS1 genotype 1/1 in the subgroup population bearing APOE allele E4 (odds ratio = 0.2753, P = 0.0776). Our results do not support the conclusion that the intronic PS1 polymorphism is associated with Alzheimer's disease.     

The association between delirium and the apolipoprotein E epsilon4 allele in the elderly

OBJECTIVE: As not all patients with similar risk factors and eliciting conditions develop delirium; it may be hypothesized that genetic variation may play a role in the risk of delirium. On the basis of the relationship between dementia, respectively reduced cholinergic activity, and the APOE epsilon4-allele, and the similarities between dementia and delirium in reduced cholinergic activity, the APOE epsilon4-allele is a rational candidate-gene for delirium. This study examined the association between APOE epsilon4-allele and delirium in elderly patients. METHODS: Acutely admitted patients to the Department of Medicine of 65 years and over were included during a 27-month time period. Delirium was scored by the confusion assessment method. Cognitive impairment was diagnosed by Mini Mental State Examination and informant questionnaire on cognitive decline. Genotyping was done with matrix-assisted laser-desorption/ionization time-of flight mass spectrometry. RESULTS: Of 415 included patients, a random sample of 264 patients was genotyped for APOE. The patients who met the criteria for delirium (35%) were significantly older and more frequently had preexisting functional and cognitive impairment. APOE genotype was borderline significantly associated with cognitive impairment in patients below 75 years (P=0.057). The odds ratio for carriers of an APOE epsilon4-allele compared with patients without an APOE epsilon4-allele for developing delirium was 1.17 (95% confidence interval (CI): 0.49-2.78) in the cognitively intact patients and 0.42 (95% CI: 0.14-1.30) in the cognitively impaired patients. No relation existed between the total number of APOE epsilon4-alleles and the different delirium subtypes (P=0.12). CONCLUSIONS: We found no convincing evidence that carriers of the APOE epsilon4-allele have a higher risk of delirium.     

APOE-related mortality: effect of dementia, cardiovascular disease and gender

Allele-frequency comparisons between younger and older populations suggest an effect of apolipoprotein E gene (APOE) on mortality, not consistently confirmed by longitudinal data. Our aim was to assess the effect of APOE on survival taking into account the possible contribution of Alzheimer's disease, other dementias, ischemic heart- and cerebrovascular disease (IHCD). In a community-based longitudinal study, the Kungsholmen Project, 75+ year-old individuals (n=1094) were examined, and followed for 18 years. An increased mortality-risk of 22% in those with the epsilon4 allele was detected; whereas a 28% decreased mortality-risk was detected in those with the epsilon2 allele compared to those with the epsilon3epsilon3 genotype. IHCD adjustment did not change the mortality-risk in those with the epsilon4 allele or the epsilon2 allele. Dementia accounted for the majority of the increased mortality-risk associated with the epsilon4 allele, but the protective effect of the epsilon2 allele remained. Both effects of the epsilon4 allele and the epsilon2 allele were strongly modified by gender. A 49% elevated risk for death in men was related to the epsilon4 allele, and a 36% decreased mortality-risk was found in women with the epsilon2 allele. These findings suggest different roles for the APOE alleles in survival by gender in old age.     

No association between low density lipoprotein receptor genetic variants and Alzheimer's disease risk.

A number of studies suggest that brain cholesterol metabolism may play a role in Alzheimer's disease (AD) development, probably through modulation of amyloid beta production. The discovery that apolipoprotein E (APOE) epsilon4 allele is a risk factor for sporadic AD raises the possibility that the receptors to which APOE binds on the surface of neurons are also involved in the neurodegenerative process. To evaluate the relationship between low density lipoprotein receptor (LDLR) genetic variant and AD, independently or in concert with the APOE epsilon4 allele, we examined three LDLR polymorphisms located in exons 8 (rs 11669576), 10 (rs 5930), and 13 (rs 5925), in a large group of 322 Spanish AD patients and 314 controls. The current study does not demonstrate an association between LDLR genotypes or haplotypes and AD, neither in the total sample nor when the populations were stratified for the presence or absence of the APOE epsilon4 allele.