Donate Help Contact The AHA Sign In Home
American Heart Association
Stroke
Search: search_blue_button Advanced Search
Stroke. 1999;30:1548-1553

This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrowRequest Permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by DeCarli, C.
Right arrow Articles by Carmelli, D.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by DeCarli, C.
Right arrow Articles by Carmelli, D.
Related Collections
Right arrow Cerebrovascular disease/stroke
Right arrow Computerized tomography and Magnetic Resonance Imaging
Right arrow Epidemiology
Right arrow Lipid and lipoprotein metabolism

(Stroke. 1999;30:1548-1553.)
© 1999 American Heart Association, Inc.


Original Contributions

Impact of Apolipoprotein E {epsilon}4 and Vascular Disease on Brain Morphology in Men From the NHLBI Twin Study

C. DeCarli, MD; T. Reed, PhD; B. L. Miller, MD; P. A. Wolf, MD; G. E. Swan, PhD D. Carmelli, PhD

From the Department of Neurology, University of Kansas, Kansas City (C.D.); Department of Medical and Molecular Genetics, Indiana University, Indianapolis (T.R.); Department of Neurology, University of California at San Francisco–Mt Zion (B.L.M.); Department of Neurology, Boston University (Mass) (P.A.W.); and Health Sciences Division, SRI International, Menlo Park, Calif (G.E.S., D.C.).

Correspondence to Charles DeCarli, MD, Department of Neurology, Kansas University Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160-7314. E-mail cdecarli{at}kumc.edu


*    Abstract
up arrowTop
*Abstract
down arrowIntroduction
down arrowSubjects and Methods
down arrowResults
down arrowDiscussion
down arrowReferences
 
Background and Purpose—Apolipoprotein E {epsilon}4 genotype (ApoE4) has been associated with increased risk for cardiovascular disease morbidity or mortality. This appears to be mediated by an ApoE4-related increase in cardiovascular atherosclerosis. Given the similarities between risk factors for heart disease and risk factors for stroke, a positive association between ApoE4 and stroke would be expected. Since age-related brain atrophy and the extent of white matter hyperintensities (WMH) share similar risk factors, we examined the combined effect of ApoE4 and history of vascular disease on brain volume, WMH, and MRI evidence of stroke.

Methods—Subjects were the surviving members of the National Heart, Lung, and Blood Institute Twin Study. This is a longitudinal study of the effects of cardiovascular disease risk factors in community-dwelling male veterans. The fourth and final examination of this cohort included cerebral MRI and was completed in 1997. Apolipoprotein E (ApoE) genotype, quantitative measures of brain volume, WMH, and the presence of stroke on MRI were obtained from the 396 participants in the final examination. The presence or absence of a history of coronary heart disease, cerebrovascular disease, peripheral arterial disease, and ApoE genotype were determined for each subject.

Results—Of the 396 men, 88 (22%) had at least 1 ApoE4 allele. ApoE4 was not associated with differences in age or education. While the prevalence of vascular disease was generally greater in the ApoE4 group, this was only significant for coronary heart disease (29.8% in subjects without ApoE4 versus 40.7% in subject with ApoE4; P=0.03). ApoE4 subjects had significantly smaller brain volumes (942.4±34.5 versus 952.2±40.1 cm3; P=0.02). MRI evidence of stroke was detected in 88 (22%) of the subjects. The distribution of ApoE genotype was marginally different between subjects with MRI-detected stroke compared with those without. Further analysis revealed that the co-occurrence of cerebrovascular disease and ApoE4 was associated with significantly greater brain atrophy and WMH than either ApoE4 or cerebrovascular disease alone. Similar relations were seen for coronary heart disease and peripheral arterial disease.

Conclusions—We conclude that ApoE4 enhances the extent of brain abnormalities in the presence of various vascular diseases. We speculate that this effect may be mediated by an increased susceptibility to brain injury or impaired repair mechanisms associated with ApoE4.


Key Words: apolipoproteins • brain injuries • cerebrovascular disorders • epidemiology • magnetic resonance imaging


*    Introduction
up arrowTop
up arrowAbstract
*Introduction
down arrowSubjects and Methods
down arrowResults
down arrowDiscussion
down arrowReferences
 
Apolipoprotein E (ApoE) is a 299–amino acid protein important to lipid metabolism and other physiological processes.1 2 3 ApoE is polymorphic and encoded by alleles residing on chromosome 19q13.2 designated as {epsilon}2 (ApoE2), {epsilon}3 (ApoE3), and {epsilon}4 (ApoE4). While these polymorphisms differ only by single cysteine-arginine amino acid substitutions at amino acids 112 and 158,1 these substitutions result in important differences in physiological properties.3 4 5 For example, ApoE modulates the metabolism of the atherogenic apolipoprotein B–containing lipoproteins.4 Epidemiological evidence suggests that the ApoE4 genotype conveys a higher cardiovascular risk than does ApoE2 or ApoE3.3 4 Geographic variation in cardiovascular disease is associated with the prevalence of ApoE4 genotype4 among adults as well as the children of adults with cardiovascular morbidity or mortality.6 7 8 ApoE appears to modulate the impact of vascular disease by altering the level of serum cholesterol and LDL,4 and the ApoE4 genotype is associated with relative elevations in serum cholesterol.9 ApoE4 is also associated with a significantly greater surface area of atherosclerotic vascular disease in an unselected autopsy population10 as well as greater severity of angiographically defined coronary artery disease.11 The cardiovascular effect of ApoE4 may not be fully described by estimates of symptomatic heart disease, since it also increases the risk of silent myocardial ischemia.12 Therefore, while the risk for symptomatic atherosclerotic heart disease is multifactorial, the ApoE4 genotype appears to enhance the effect of these risk factors.4

Given the similarities between risk factors for heart disease and risk factors for stroke, a positive association between ApoE4 and stroke would be expected. Unfortunately, the relation among the various ApoE genotypes and stroke remains unclear,13 14 15 16 17 although recent evidence suggests that the ApoE4 allele status is overrepresented in Italian survivors of ischemic stroke.18 The reliance of epidemiological studies on clinically apparent stroke as the outcome may explain some of these differences. Elevated systolic blood pressure and other cerebrovascular risk factors are also associated with incidental (silent) cerebral infarction among community-dwelling older individuals.19 20 21 Similarly, cerebrovascular diseases (CVDs) increase the prevalence and severity of white matter hyperintensities (WMH) seen by MRI and increase the amount of age-related brain atrophy.22 23 24 25 26 27 If the ApoE4 genotype conveys an increased risk for CVD, then cerebrovascular-related brain differences may be enhanced. To test this hypothesis, we analyzed quantitative MRI results of 396 surviving members of the National Heart, Lung, and Blood Institute (NHLBI) Twin Study according to the extent of vascular disease and ApoE allele status.


*    Subjects and Methods
up arrowTop
up arrowAbstract
up arrowIntroduction
*Subjects and Methods
down arrowResults
down arrowDiscussion
down arrowReferences
 
Study Population
The NHLBI Twin Study is a longitudinal study of cardiovascular disease and associated cardiovascular disease risk factors in 514 pairs of male twins, 254 monozygotic and 260 dizygotic, born in 1917–1927 and aged 42 to 56 years when first examined in 1969–1972.28 29 Three follow-up examinations after 10, 16, and 25 years assessed cardiovascular disease status and collected repeated measurements of physiological, biochemical, and psychosocial risk factors.30 In the most recent follow-up (1995–1997) of the NHLBI Twin Study, brain MRI was added to the sequence of tests previously given to these subjects. Analyses in the present study are limited to a subset of 396 individual twins, who participated in the fourth examination of this cohort and for whom MR volumetric data and ApoE genotyping were available. Included in this sample were 74 intact monozygotic pairs, 71 intact dizygotic pairs, and 106 singletons.

Cerebral MR Scans and Image Analysis
MR (1.5-T) scanning on GE scanners was performed at 4 study sites with the use of a conventional spin-echo, double-echo sequence in the axial orientation with repetition time of 2000 ms, echo time of 20/100 ms, 24-cm field of view, and 5-mm contiguous slices from the vertex to the foramen magnum imaged in a 256x192 matrix and interpolated to 256x256 with 1 excitation. Axial images were oriented parallel to the anterior commissure–posterior commissure line. After acquisition of the MR scans, the digital information was transferred to a central location for processing and analysis by one of the authors (C.D.), who is a neurologist with considerable neuroimaging experience and was blind to zygosity and medical history of subjects. Quantitative analysis of the MR scans was performed with the use of a custom written program operating on a SUN Microsystems Ultra 1 workstation. Image evaluation was based on a semiautomated segmentation analysis that involves operator-guided removal of nonbrain elements, as previously described.31 For segmentation of brain parenchyma from cerebrospinal fluid (CSF), a difference image was created by the subtraction of the second-echo image from the first-echo image. Image intensity nonuniformities were then removed from the difference image, and the resultant corrected image was modeled as a mixture of 2 gaussian probability functions.32 33 The segmentation threshold was determined at the minimum probability between the modeled CSF and brain matter intensity distribution.31 For segmentation of WMH from brain matter, the first and second echo images were summed, and after removal of CSF and correction of image intensity nonuniformities, a log-normal distribution was fitted to the summed image data. A segmentation threshold for WMH was a priori determined as 3.5 SDs in pixel intensity above the mean of the fitted distribution of brain parenchyma.

After image segmentation into CSF and brain matter was completed, the operator returned to the image to identify the presence or absence of cerebral infarction. The presence of cerebral infarction on MRI was determined from the size, location, and imaging characteristics of the lesion. The image analysis system allowed for superimposition of the subtraction image, the proton density image, and the T2-weighted image at x3 magnified view to assist in interpretation of lesion characteristics. Signal void, best seen on the T2-weighted image, was interpreted to indicate a vessel. Only lesions >=3 mm qualified for consideration as cerebral infarcts. Other necessary imaging characteristics included the following: (1) CSF density on the subtraction image and (2) distinct separation from the circle of Willis vessels if the stroke was in the basal ganglia area.

Intrarater and interrater reliabilities for this method have been published.31 32

ApoE Genotyping
For ApoE structural locus genotyping, the polymerase chain reaction was used to amplify 244–base pair fragments that contain variant amino acid residues 112 (cystine->arginine={epsilon}4 allele) and 158 (arginine->cystine={epsilon}2 allele). Polymerase chain reaction products were then digested with the restriction enzyme HhaI and electrophoresed on an 8% polyacrylamide nondenaturing gel.34 In this procedure, the most common {epsilon}3 allele is cut by HhaI at position 158; the {epsilon}4 allele is cut twice by the addition of a second restriction site at position 112; and the less frequent {epsilon}2 allele lacks either recognition site. Genotyping by using this technique was completed on 589 individuals, showing allele frequencies of {epsilon}2=0.09, {epsilon}3=0.76, and {epsilon}4=0.15, consistent with expected frequencies in other white populations.35

Statistical Analysis
Differences in demographics, health histories, and brain morphology were evaluated between ApoE4 carriers, defined as either homozygote or heterozygote for the ApoE4 allele, and noncarriers. We used t tests for continuous variables and the {chi}2 test for categorical variables. The relationship of brain MR volumes to cardiovascular disease was examined in the total sample and separately in ApoE4 carriers and noncarriers. A regression model was used to adjust volumes for age, education, and head size.

To investigate the combined effect of the ApoE4 allele and cardiovascular disease, we divided subjects into 4 groups: subjects without the ApoE4 allele and without disease (reference group); subjects without ApoE4 and with disease; subjects with ApoE4 and without disease; and subjects in whom both ApoE4 and cardiovascular disease were present. These groups were entered into an ANCOVA model that adjusted for age, education, and head size.

Thirteen pairs of dizygotic twins were discordant for the presence of the ApoE4 allele. All ApoE4 twins had the {epsilon}4/{epsilon}3 genotype. Of the non-ApoE4 cotwins, 9 were {epsilon}3/{epsilon}3 genotype, 2 were {epsilon}2/{epsilon}3 genotype, and 1 was {epsilon}2/{epsilon}2 genotype. One discordant pair was excluded from the analysis because the ApoE4 carrier twin had the {epsilon}4/{epsilon}2 genotype. This subject pair was excluded from the analysis because of the rare occurrence of this genotype and the potential for the offsetting effects of the {epsilon}4/{epsilon}2 combination.

For this report we used all the available MR data, including data from both members of a twin pair as well as singletons. Because a potential bias may exist in estimating the standard error of a regression coefficient calculated from a sample of nonindependent observations (ie, twin pairs), we used bootstrap methods36 (ie, resampling the data with replacement) to calculate empirical estimates of the standard errors of our estimates. In critical cases, in which the significance level was marginal, we created 1000 bootstrap data sets using the twin pair as the unit for resampling. All analyses were conducted with the SAS statistical package (version 6.09).


*    Results
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowSubjects and Methods
*Results
down arrowDiscussion
down arrowReferences
 
The mean age of twin subjects when they underwent MR scanning was 72.3±2.9 years. Table 1Down summarizes the demographics, health histories, age, and adjusted MR volumes by presence or absence of the ApoE4 allele.


View this table:
[in this window]
[in a new window]
 
Table 1. Subject Characteristics by Presence or Absence of the Apo-{epsilon}4 Allele

The incidence of vascular disease was generally higher among ApoE4 carriers than noncarriers (Table 1Up) but reached statistical significance only for coronary heart disease (CHD) (40.7% versus 29.8%; P=0.03) and was marginally significant for peripheral arterial disease (PAD) (12.7% versus 7.4%; P=0.07). After adjustment for age and head size, average brain volumes were significantly smaller among ApoE4 carriers than noncarriers (942.4±34.5 versus 952.2±40.1 cm3; P=0.02). WMH volumes, however, were not significantly greater in ApoE4 carriers than noncarriers (4.4±5.7 versus 4.1±6.1 cm3; P>0.05). Similar group differences in brain measures according to ApoE4 status were present for the discordant dizygotic twins, although these differences did not reach statistical significance. ApoE4 noncarriers had a mean brain parenchyma volume of 951.8±35.3 cm3 and a mean WMH volume of 4.2±4.7 cm3, whereas ApoE4 carriers had a mean brain parenchyma volume of 942.1±35.2 cm3 (P=0.45) and mean WMH volume of 6.4±10.2 (P=0.53).

In addition, 88 subjects had stroke identified on MRI. The majority of these strokes were asymptomatic (60% without reported history); 72% were small (<1 cm in maximum diameter) and were located in the area of the lenticulostriate distribution (ie, 87% of small strokes were located in the lenticulostriate distribution; the remainder were in subcortical white matter). We compared the distribution of ApoE4 between subjects with MR evidence of stroke (n=88) and those without MR evidence of stroke (n=308). The difference in the distribution of ApoE alleles for subjects with MR evidence of stroke (ApoE2=5%, ApoE3=67%, and ApoE4=28%) compared with those subjects without MR evidence of stroke (ApoE2=12%, ApoE3=68%, and ApoE4=20%) did not reach statistical significance (P=0.08).

Table 2Down summarizes brain measures according to the presence or absence of vascular disease as well as the joint occurrence of vascular disease and ApoE4 allele. The second column of Table 2Down summarizes brain measures according to the presence or absence of a history of CVD, CHD, and PAD in brain parenchyma, intracranial fluid, and WMH. After adjustment for age and head size, subjects with CVD, CHD, or PAD had significantly smaller brain volumes and larger CSF volumes than those without disease. By contrast, only those with CVD had a significantly larger volume of WMH than those without disease.


View this table:
[in this window]
[in a new window]
 
Table 2. Mean MR Volumes According to ApoE Genotype and Cardiovascular Disease History

When subjects were further stratified according to ApoE4 status (Table 2Up), the following pattern of associations emerged. In the absence of cardiovascular disease (CVD, CHD, PAD), the presence or absence of the ApoE4 genotype showed no effect on brain parenchyma, intracranial fluid, or WMH volumes. For example, in subjects without CVD, parenchyma volume was 948 cm3 in those with the ApoE4 genotype and 954 cm3 in those without (mean difference=6 cm3; P>0.10). Similarly, in subjects without CVD, there was no significant effect of ApoE4 on WMH volume (mean volumes of 3.3 and 3.5 cm3, respectively). Subjects with both cardiovascular disease and the ApoE4 genotype, however, showed the most reduction in brain volume and the largest increase in WMH volume. Thus, because the effect of ApoE4 on brain volume was restricted only to subjects with cardiovascular disease, we conclude that the ApoE4 genotype enhances the effect of cardiovascular diseases on brain volumes. The presence of ApoE4 genotype alone is not, however, a risk factor for brain atrophy or WMH.

The FigureDown is a graphic display of the joint effect of ApoE4 alleles and presence or absence of CVD on WMH. The presence of CVD significantly increased WMH volumes in ApoE4 noncarriers, but in those subjects with both CVD and the ApoE4 allele, the amount of WMH was substantially larger than the amount that would be expected from the separate effects of CVD and ApoE4 combined (Table 2Up). Thus, strong evidence for the presence of a synergistic effect is suggested (F1,384=4.75, P<0.03).



View larger version (34K):
[in this window]
[in a new window]
 
Figure 1. Relation between CVD, ApoE4 status, and WMH volume adjusted for age, education, and head size. + indicates presence; -, absence. The combined effect of ApoE4+ and CVD+ is associated with >6 cm3 increase in WMH volume compared with the absence of both factors.


*    Discussion
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowSubjects and Methods
up arrowResults
*Discussion
down arrowReferences
 
This is the first report, to our knowledge, to examine the relation between the presence or absence of ApoE4 genotype and cardiovascular disease in terms of brain morphology. We found that subjects with both cardiovascular disease and ApoE4 genotype showed the greatest reduction in brain volumes and the largest increases in WMH volumes. Because the effect of ApoE genotype was restricted to subjects with cardiovascular disease, we conclude that ApoE4 enhances this effect. In addition, we noted a reduced frequency of the ApoE2 genotype and an increased frequency of the ApoE4 genotype in subjects with MRI evidence of stroke.

These findings are consistent with similar studies of cardiovascular disease in which disease severity is enhanced for individuals with both cardiovascular disease and the ApoE4 genotype.3 4 6 7 8 10 11 While this study did not assess the mechanisms that might explain these findings, it is plausible that the ApoE genotype may induce the observed differences through increased atherogenesis or enhanced susceptibility to CVD-associated ischemic processes. Both age-related brain atrophy and increased WMH share cardiovascular risk factors similar to stroke,24 25 37 38 and an ischemic mechanism has been postulated as the pathogenesis for both of these processes.39 40 41 WMH can be induced in chronic ischemic animal models,39 and moderately severe brain atrophy is present in spontaneously hypertensive rats.41 Thickening of the vascular intima as well as atherogenesis occurs in the small and medium-sized arteries of hypertensive brains, which are the terminal vascular supply for the white matter areas susceptible to WMH formation.42 Increased atherogenesis in these vessels might reduce blood flow and induce ischemic damage to the white matter and could explain the effect of ApoE4 on enhanced WMH.43 A similar analogy is less apparent as an explanation for the enhanced effect of ApoE4 on brain atrophy. Deficiencies in apolipoprotein E, however, are associated with increased neuronal susceptibility to injury.44 ApoE4 appears less effective in sustaining lipoprotein-related neuronal growth and repair mechanisms.1 2 3 Since cardiovascular disease is known to lead to brain atrophy and increased WMH volumes, any further susceptibility to injury conveyed by ApoE4 could explain the combined effects of ApoE4 and cardiovascular risk factors seen here. As in previous reports,45 46 we did not see a primary effect of ApoE genotype on brain or WMH volumes in our nondemented older subjects, further supporting the notion that another injurious process must accompany the presence of the ApoE4 genotype to induce the effects noted. Similarly, it is unlikely that the presence of incipient Alzheimer's disease (AD) in our ApoE4 subjects could explain these results. While the AD process is associated with brain atrophy, this appears independent of the ApoE genotype,45 and careful studies have shown that the AD process is not associated with increased amounts of WMH.47 The absence of significant differences in brain volumes or WMH in the ApoE4 subjects without vascular disease again supports the notion that an increased prevalence of incipient AD is an unlikely explanation for the observed effects.

Our results, however, differ from previous reports. Three previous MRI studies have assessed the relation between brain morphology, cardiovascular diseases, and ApoE genotype in large groups of nondemented older individuals.48 49 50 In one of these studies, no significant effect of ApoE4 was seen on measures of brain atrophy or WMH48 ; however, no attempt was made to assess the effect of the co-occurrence of ApoE4 and vascular disease. A second study found a significant increase in WMH with the co-occurrence of ApoE3 genotype and vascular disease.49 While each of these studies was population based, similar to our study, some important differences could explain the different results. First, previous studies were cross-sectional and relied on the subject's history and screening laboratories to identify the presence or absence of vascular disease. Our longitudinal study was designed to evaluate repeatedly the various forms of vascular disease by confirming the subject's history through extensive review of the medical records as well as multiple tests for presymptomatic vascular disease. Second, we used quantitative brain image analysis. Previous studies that relied on categorical ratings of MRI may be less sensitive to the subtle but continuous effects revealed by our quantitative measures. Third, our cohort was considerably older than the other cohorts.48 49 CVD risk increases with age, and the duration of various risk factors plays an important role in the occurrence of brain atrophy and WMH.37 Therefore, if ApoE4 acts to enhance the susceptibility to brain injury from these processes, these effects are more likely to be seen in an older population. Fourth, our population consisted exclusively of men. These relations may differ for women. Further study of these effects in women would address this issue.

Finally, we found a decreased prevalence of ApoE2 genotype and increased prevalence of ApoE4 genotype in our subjects with MRI evidence of stroke. While still controversial, epidemiological studies have shown both a reduced prevalence of ApoE251 and an increased prevalence of ApoE418 in individuals with symptomatic stroke. Our population was relatively small with 396 subjects, but we found that 88 subjects had MRI evidence of stroke. This prevalence is consistent with prior population-based MRI studies.24 25 38 Since the ApoE4 genotype is associated with an increased prevalence of silent myocardial infarction,12 it is possible that we are observing a similar phenomenon with MRI strokes, 60% of which were clinically asymptomatic. The enhanced ability of MRI to detect clinically silent stroke, therefore, may explain our ability to allude to differences in ApoE genotype distributions between individuals with and without MRI evidence of stroke. Further work is necessary to confirm or refute this observed trend.

Conclusions
We observed a significant enhancement of the effect of various vascular diseases and ApoE4 genotype on brain atrophy and WMH volume in the men of the NHLBI Twin Study. Importantly, no significant effect on these measures was seen with ApoE4 alone, and only minimal effects were seen in non-ApoE4 individuals with a coincident history of CVD or cardiovascular disease. In addition, there was a trend toward a difference in the frequency of ApoE2 and ApoE4 genotypes between subjects with MRI evidence of stroke compared with subjects without MRI evidence of stroke. We speculate that ApoE4 enhances brain injury in the presence of various vascular diseases in men. Further work with women would clarify this relation for the general population.


*    Acknowledgments
 
This study was supported by grant HL51429 from the NHLBI. We would also like to acknowledge the assistance of Lisa Jack and James Garner in the processing of the MR images.


*    Footnotes
 
Reviews of this article were directed by Dr Hermes Kontos. Because of possible conflict of interest, Dr Mark Dyken was not involved in the review process.

Received October 15, 1998; revision received May 13, 1999; accepted May 13, 1999.


*    References
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowSubjects and Methods
up arrowResults
up arrowDiscussion
*References
 
1. Mahley RW. Apolipoprotein E: cholesterol transport protein with expanding role in cell biology. Science. 1988;240:622–633.[Abstract/Free Full Text]

2. Utermann G. The apolipoprotein E connection. Curr Biol. 1994;4:362–365.[Medline] [Order article via Infotrieve]

3. Siest G, Pillot T, Regis-Bailly A, Leininger-Muller B, Steinmetz J, Galteau MM, Visvikis S. Apolipoprotein E: an important gene and protein to follow in laboratory medicine. Clin Chem. 1995;41:1068–1086.[Abstract/Free Full Text]

4. Davignon J. Apolipoprotein E polymorphism and atherosclerosis. In: Born GVR, Schwartz CJ, eds. New Horizons in Coronary Heart Disease. London, England: Current Science; 1993:5.1–5.21.

5. Boerwinkle E, Visvikis S, Welsh D, Steinmetz J, Hanash SM, Sing CF. The use of measured genotype information in the analysis of quantitative phenotypes in man, II: the role of apolipoprotein E polymorphism in determining levels, variability, and covariability of cholesterol, beta-lipoprotein and triglycerides in a sample of unrelated individuals. Am J Hum Genet. 1987;27:567–582.

6. Tiret L, de Knijff P, Menzel H-J, Ehnholm C, Nicaud V, Havekas LM. ApoE polymorphism and predisposition to coronary heart disease in youths of different populations: the EARS Study. Arterioscler Thromb. 1994;14:1617–1624.[Abstract/Free Full Text]

7. Ehnholm C, Lukka M, Kuusi T, Nikkila E, Utermann G. Apolipoprotein E polymorphism in the Finnish population: gene frequencies and relation to lipoprotein concentrations. J Lipid Res. 1986;27:227–235.[Abstract]

8. Levy RI. Declining mortality in coronary heart disease. Arteriosclerosis. 1981;1:312–325.[Abstract/Free Full Text]

9. Lenzen HJ, Assmann G, Buchwaisky R, Schulte H. Association of apolipoprotein E polymorphism, low density lipoprotein cholesterol and coronary artery disease. Clin Chem. 1986;32:778–781.[Abstract/Free Full Text]

10. Scheer WD, Boudreau DA, Malcom GT, Middaugh JP. Apolipoprotein E and atherosclerosis in Alaska natives. Atherosclerosis. 1995;114:197–202.[Medline] [Order article via Infotrieve]

11. Lehtinen S, Lehtimaki T, Sisto T, Salenius J-P, Nikkila M, Jokela H, Koivula T, Ebelin F, Ehnholm C. Apolipoprotein E polymorphism, serum lipids, myocardial infarction and severity of angiographically verified coronary artery disease in men and women. Atherosclerosis. 1995;114:83–91.[Medline] [Order article via Infotrieve]

12. Katzel JI, Fleg Jl, Paidi M, Ragoobarsingh N, Goldberg AP. ApoE4 polymorphism increases the risk for exercise-induced silent myocardial ischemia in older men. Arterioscler Thromb. 1993;13:1495–1500.[Abstract/Free Full Text]

13. Pedro-Botet J, Senti M, Nogues X, Rubies-Prat J, Roquer J, D'Olhaberriague L, Olive J. Lipoprotein and apolipoprotein profile in men with ischemic stroke: role of lipoprotein(a), triglyceride-rich lipoproteins and apolipoprotein E polymorphism. Stroke. 1992;23:1556–1562.[Abstract/Free Full Text]

14. Couderc R, Mahieux F, Bailleul S, Fenelon G, Mary R, Fermania J. Prevalence of apolipoprotein E phenotypes in ischemic cerebrovascular disease: a case-control study. Stroke. 1993;24:661–664.[Abstract/Free Full Text]

15. Coria F, Rubio I, Nunez E, Sempere AP, Santa Engrazia N, Bayon C, Cuadrado N. Apolipoprotein E variants in ischemic stroke. Stroke. 1995;26:2375–2376.

16. Kuusisto J, Mikkanen L, Kervinen K, Kesaniemi YA, Laakso M. Apolipoprotein E4 phenotype is not an important risk factor for coronary disease or stroke in elderly subjects. Arterioscler Thromb Vasc Biol. 1995;15:1280–1286.[Abstract/Free Full Text]

17. Basun H, Corder EH, Guo Z, Lannfelt L, Corder LS, Manton KG, Winblad B, Viitanen N. Apolipoprotein E polymorphism and stroke in a population aged 75 years or more. Stroke. 1996;27:1310–1315.[Abstract/Free Full Text]

18. Margaglione M, Seripa D, Gravin C, Grandone E, Vecchione G, Cappaucci G, Mrela G, Papa S, Postiglione A, Di Minno G, Fazio VM. Prevalence of apolipoprotein E alleles in healthy subjects and survivors of ischemic stroke: an Italian case-control study. Stroke. 1998;29:399–403.[Abstract/Free Full Text]

19. Boon A, Lodder J, Heuts-van Raak L, Kessels F. Silent brain infarcts in 755 consecutive patients with first-ever supratentorial ischemic stroke: relationship with index-stroke subtype, vascular risk factors, and mortality. Stroke. 1994;25:2384–2390.[Abstract]

20. Ezekowitz MD, James KE, Nazarian SM, Davenport J, Broderick JP, Gupta SR, Thadani V, Meyer ML, Bridgers SL. Silent cerebral infarction in patients with nonrheumatic atrial fibrillation. Circulation. 1995;92:2178–2182.[Abstract/Free Full Text]

21. Jorgensen HS, Nakayama H, Raaschou HO, Gam J, Olsen TS. Silent infarction in acute stroke patients: prevalence, localization, risk factors, and clinical significance: the Copenhagen Stroke Study. Stroke. 1994;25:97–104.[Abstract]

22. DeCarli C, Murphy DGM, Tran M, Grady CL, Haxby JV, Gillette JA, Salerno JA, Gonzales-Aviles A, Horwitz B, Rapoport SI, Schapiro MB. The effect of white matter hyperintensity volume on brain structure, cognitive performance and cerebral metabolism in 51 healthy adults. Neurology. 1995;45:2077–2084.[Abstract/Free Full Text]

23. Yue NC, Arnold AM, Longstreth WT, Elster AD, Jungreis CA, O'Leary DH, Poirier VC, Bryan RN. Sulcal, ventricular, and white matter changes at MR imaging in the aging brain: data from the Cardiovascular Health Study. Neuroradiology. 1997;202:33–39.

24. Manolio TA, Kronmal RA, Burke GL, Poirier V, O'Leary DH, Gardin JM, Fried LP, Steinberg EP, Bryan RN. Magnetic resonance abnormalities and cardiovascular disease in older adults: the Cardiovascular Health Study. Stroke. 1994;25:318–327.[Abstract]

25. Liao D, Cooper L, Cai J, Toole JF, Bryan RN, Hutchinson RG, Tyroler HA. Presence and severity of cerebral white matter lesions and hypertension, its treatment, and its control: the ARIC Study. Stroke. 1996;27:2262–2270.[Abstract/Free Full Text]

26. Strassburger TL, Lee HC, Daly E, Szczepanik MR, Krasuski J, Mentis MJ, Salerno JA, DeCarli C, Schapiro MB, Alexander GE. Interactive effects of age and hypertension on volumes of brain structures. Stroke. 1997;28:1410–1417.[Abstract/Free Full Text]

27. Salerno JA, Murphy DGM, Horwitz B, DeCarli C, Haxby JV, Rapoport SI, Schapiro MB. Brain atrophy in older hypertensive men: a volumetric magnetic resonance study. Hypertension. 1992;20:340–348.[Abstract/Free Full Text]

28. Jablon S, Neel JV, Gershowitz H, Atkinson GF. The NAS-NRC twin panel: methods of construction of the panel, zygosity diagnosis and proposed use. Am J Hum Genet. 1967;19:133–161.[Medline] [Order article via Infotrieve]

29. Feinleib M, Garrison RJ, Fabsitz RR, Christian JC, Hrubec Z, Borhani NO, Kannel WB, Rosenman RR, Schwartz JT, Wagner JO. The NHLBI Twin Study of cardiovascular risk factors: methodology and summary of results. Am J Epidemiol.. 1977;106:284–295.[Abstract/Free Full Text]

30. Reed T, Quiroga J, Selby JV, Carmelli D, Christian JC, Fabsitz RR, Grim CE. Concordance of ischemic heart disease in the NHLBI Twin Study after 14–18 years of follow-up. J Clin Epidemiol. 1991;44:797–805.[Medline] [Order article via Infotrieve]

31. DeCarli C, Maisog J, Murphy DGM, Teichberg D, Rapoport SI, Horwitz B. Method for quantification of brain, central and subarachnoid CSF volumes from magnetic resonance images. J Comput Assist Tomogr. 1992;16:274–284.[Medline] [Order article via Infotrieve]

32. DeCarli C, Murphy DGM, Teichberg D, Campbell G, Sobering GS. Local histogram correction of MRI spatially dependent image pixel intensity nonuniformity. J Magn Reson Imaging. 1996;6:519–528.[Medline] [Order article via Infotrieve]

33. Murphy DGM, DeCarli C, Schapiro MB, Rapoport SI, Horwitz B. Age-related differences in volumes of subcortical nuclei, brain matter, and cerebrospinal fluid in healthy men as measured with magnetic resonance imaging. Arch Neurol. 1992;49:839–845.[Abstract/Free Full Text]

34. Hixon JE, Vernier DT. Restriction isotyping of human apolipoprotein E by gene amplification and cleavage with Hhal. J Lipid Res. 1990;3:545–548.

35. Schachter F, Faure-Delanef L, Guenot F, Rouger H, Froguel P, Lesueur-Ginot L, Cohen D. Genetic associations with human longevity at the APOE and ACE loci. Nat Genet. 1994;6:29–32.[Medline] [Order article via Infotrieve]

36. Efron B, Tibshirani R. Bootstrap methods for standard errors, confidence intervals and other measures of statistical accuracy. Stat Sci. 1986;1:54–77.

37. DeCarli C, Miller BL, Swan GE, Reed T, Wolf PA, Jack LM, Carmelli D. Predictors of brain morphology among the men of the NHLBI Twin Study. Stroke.. 1999;30:529–536.[Abstract/Free Full Text]

38. Longstreth WT, Manolio TA, Arnold A, Burke GL, Bryan N, Jungreis CA, Enright PL, O'Leary D, Fried L. Clinical correlates of white matter findings on cranial magnetic resonance imaging of 3301 elderly people: the Cardiovascular Health Study. Stroke. 1996;27:1274–1282.[Abstract/Free Full Text]

39. Kurumatani T, Kudo T, Ikura Y, Taked M. White matter changes in the gerbil brain under chronic cerebral hypoperfusion. Stroke. 1998;29:1058–1062.[Abstract/Free Full Text]

40. Mentis MJ, Salerno J, Horwitz B, Grady C, Schapiro MB, Murphy DG, Rapoport SI. Reduction of functional neuronal connectivity in long-term treated hypertension. Stroke. 1994;25:601–607.[Abstract]

41. Tajima A, Hans FJ, Livingstone D, Wei L, Finnegan W, Demarco J, Fenstermacher J. Smaller local brain volumes and cerebral atrophy in spontaneously hypertensive rats. Hypertension. 1993;21:105–111.[Abstract/Free Full Text]

42. Moody DM, Bell MA, Challa VA. Features of the cerebral vascular pattern that predict vulnerability to perfusion or oxygenation deficiency: an anatomic study. AJNR Am J Neuroradiol. 1990;11:431–439.[Abstract]

43. Moody DM, Santamore WP, Bell MA. Does tortuosity in cerebral arterioles impair down autoregulation in hypertensives and elderly normotensives? A hypothesis and computer model. Clin Neurosurg. 1991;37:372–387.[Medline] [Order article via Infotrieve]

44. Chen Y, Lomnitski L, Michaelson DM, Shohami E. Motor and cognitive deficits in apolipoprotein e-deficient mice after closed head injury. Neuroscience. 1997;80:1255–1262.[Medline] [Order article via Infotrieve]

45. Jack CR, Petersen RC, Xu YC, O'Brien PC, Waring SC, Tangalos EG, Smith GE, Ivnik RJ, Thibodeau SN, Kokmen E. Hippocampal atrophy and apolipoprotein E genotype are independently associated with Alzheimer's disease. Ann Neurol. 1998;43:303–310.[Medline] [Order article via Infotrieve]

46. Soininen H, Partanen K, Pitkanen A, Hallikainen M, Hanninen T, Helisalmi S, Mannermaa A, Ryynanen M Koivisto K, Riekkinen P. Decreased hippocampal volume asymmetry on MRIs in nondemented elderly subjects carrying the apolipoprotein E {epsilon}4 allele. Neurology. 1995;45:391–392.[Free Full Text]

47. Kozachuck WE, DeCarli C, Horwitz B, Schapiro MB, Rapoport SI. White matter hyperintensities in dementia of the Alzheimer type and in healthy subjects without cerebrovascular risk factors: a magnetic resonance study. Arch Neurol. 1990;47:1306–1310.[Abstract/Free Full Text]

48. Schmidt H, Schmidt R, Fazekas F, Semmler J, Kapeller P, Reinhart B, Kostner GM. Apolipoprotein E e4 allele in the normal elderly: neuropsychologic and brain MRI correlates. Clin Genet. 1996;50:293–299.[Medline] [Order article via Infotrieve]

49. Schmidt R, Schmidt H, Fazekas F, Schumacher M, Niederkorn K, Kapeller P, Weinrauch V, Kostner GM. Apolipoprotein E polymorphism and silent microangiopathy-related cerebral damage: results of the Austrian Stroke Prevention Study. Stroke. 1997;28:951–956.[Abstract/Free Full Text]

50. Kuller LH, Shemanski L, Manolio T, Haan M, Fried L, Bryan N, Burke G, Tracy R, Bhadelia R. Relationship between ApoE, MRI findings, and cognitive function in the Cardiovascular Health Study. Stroke. 1998;29:388–398.[Abstract/Free Full Text]

51. Ferrucci L, Guralnik JM, Pahor M, Harris T, Corti MC, Hyman B, Wallace RB, Havlik R. Apolipoprotein E {epsilon}2 allele and risk of stroke in the older population. Stroke. 1997;28:2410–2416.[Abstract/Free Full Text]




This article has been cited by other articles:


Home page
StrokeHome page
L. Paternoster, W. Chen, and C. L.M. Sudlow
Genetic Determinants of White Matter Hyperintensities on Brain Scans: A Systematic Assessment of 19 Candidate Gene Polymorphisms in 46 Studies in 19 000 Subjects * Supplemental References
Stroke, June 1, 2009; 40(6): 2020 - 2026.
[Abstract] [Full Text] [PDF]


Home page
StrokeHome page
M. H. Eckman, L. K.S. Wong, Y. O.Y. Soo, W. Lam, S. R. Yang, S. M. Greenberg, and J. Rosand
Patient-Specific Decision-Making for Warfarin Therapy in Nonvalvular Atrial Fibrillation: How Will Screening With Genetics and Imaging Help? * Supplemental Appendix
Stroke, December 1, 2008; 39(12): 3308 - 3315.
[Abstract] [Full Text] [PDF]


Home page
Arch NeurolHome page
A. M. Brickman, N. Schupf, J. J. Manly, J. A. Luchsinger, H. Andrews, M. X. Tang, C. Reitz, S. A. Small, R. Mayeux, C. DeCarli, et al.
Brain Morphology in Older African Americans, Caribbean Hispanics, and Whites From Northern Manhattan
Arch Neurol, August 1, 2008; 65(8): 1053 - 1061.
[Abstract] [Full Text] [PDF]


Home page
RadiologyHome page
J. R. Petrella, V. S. Mattay, and P. M. Doraiswamy
Imaging Genetics of Brain Longevity and Mental Wellness: The Next Frontier?
Radiology, January 1, 2008; 246(1): 20 - 32.
[Abstract] [Full Text] [PDF]


Home page
JCOHome page
R. J. Ferguson, B. C. McDonald, A. J. Saykin, and T. A. Ahles
Brain Structure and Function Differences in Monozygotic Twins: Possible Effects of Breast Cancer Chemotherapy
J. Clin. Oncol., September 1, 2007; 25(25): 3866 - 3870.
[Abstract] [Full Text] [PDF]


Home page
StrokeHome page
R. Lemmens, A. Gorner, M. Schrooten, and V. Thijs
Association of Apolipoprotein E {epsilon}2 With White Matter Disease but Not With Microbleeds
Stroke, April 1, 2007; 38(4): 1185 - 1188.
[Abstract] [Full Text] [PDF]


Home page
NeurologyHome page
W. F. Stewart, B. S. Schwartz, C. Davatzikos, D. Shen, D. Liu, X. Wu, A. C. Todd, W. Shi, S. Bassett, and D. Youssem
Past adult lead exposure is linked to neurodegeneration measured by brain MRI
Neurology, May 23, 2006; 66(10): 1476 - 1484.
[Abstract] [Full Text] [PDF]


Home page
Arch NeurolHome page
R. Au, J. M. Massaro, P. A. Wolf, M. E. Young, A. Beiser, S. Seshadri, R. B. D'Agostino, and C. DeCarli
Association of White Matter Hyperintensity Volume With Decreased Cognitive Functioning: The Framingham Heart Study
Arch Neurol, February 1, 2006; 63(2): 246 - 250.
[Abstract] [Full Text] [PDF]


Home page
NeurologyHome page
C. N. Lessov-Schlaggar, T. Reed, G. E. Swan, R. E. Krasnow, C. DeCarli, R. Marcus, L. Holloway, P. A. Wolf, and D. Carmelli
Association of sex steroid hormones with brain morphology and cognition in healthy elderly men
Neurology, November 22, 2005; 65(10): 1591 - 1596.
[Abstract] [Full Text] [PDF]


Home page
StrokeHome page
J.A. Schneider, J.L. Bienias, R.S. Wilson, E. Berry-Kravis, D.A. Evans, and D.A. Bennett
The Apolipoprotein E {epsilon}4 Allele Increases the Odds of Chronic Cerebral Infarction Detected at Autopsy in Older Persons
Stroke, May 1, 2005; 36(5): 954 - 959.
[Abstract] [Full Text] [PDF]


Home page
NeurologyHome page
S. Seshadri, P. A. Wolf, A. Beiser, M. F. Elias, R. Au, C. S. Kase, R. B. D'Agostino, and C. DeCarli
Stroke risk profile, brain volume, and cognitive function: The Framingham Offspring Study
Neurology, November 9, 2004; 63(9): 1591 - 1599.
[Abstract] [Full Text] [PDF]


Home page
StrokeHome page
F.-E. de Leeuw, F. Richard, J. C. de Groot, C. M. van Duijn, A. Hofman, J. van Gijn, and M. M.B. Breteler
Interaction Between Hypertension, apoE, and Cerebral White Matter Lesions
Stroke, May 1, 2004; 35(5): 1057 - 1060.
[Abstract] [Full Text] [PDF]


Home page
NeurologyHome page
C. Qiu, B. Winblad, J. Fastbom, and L. Fratiglioni
Combined effects of APOE genotype, blood pressure, and antihypertensive drug use on incident AD
Neurology, September 9, 2003; 61(5): 655 - 660.
[Abstract] [Full Text] [PDF]


Home page
ANGIOLOGYHome page
G. D. Kolovou, D. Ch. Daskalova, M. Hatzivassiliou, N. Yiannakouris, N. D. Pilatis, M. Elisaf, D. P. Mikhailidis, M. A. Cariolou, and D. V. Cokkinos
The Epsilon 2 and 4 Alleles of Apolipoprotein E and Ischemic Vascular Events in the Greek Population -- Implications for the Interpretation of Similar Studies
Angiology, January 1, 2003; 54(1): 51 - 58.
[Abstract] [PDF]


Home page
ANGIOLOGYHome page
G. Kolovou, D. Daskalova, and D. P. Mikhailidis
Apolipoprotein E Polymorphism and Atherosclerosis
Angiology, January 1, 2003; 54(1): 59 - 71.
[Abstract] [PDF]


Home page
NeurologyHome page
T. den Heijer, M. Oudkerk, L. J. Launer, C. M. van Duijn, A. Hofman, and M. M.B. Breteler
Hippocampal, amygdalar, and global brain atrophy in different apolipoprotein E genotypes
Neurology, September 10, 2002; 59(5): 746 - 748.
[Abstract] [Full Text] [PDF]


Home page
NeurologyHome page
G. E. Swan, C. DeCarli, B. L. Miller, T. Reed, P. A. Wolf, and D. Carmelli
Biobehavioral characteristics of nondemented older adults with subclinical brain atrophy
Neurology, June 13, 2000; 54(11): 2108 - 2114.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrowRequest Permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by DeCarli, C.
Right arrow Articles by Carmelli, D.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by DeCarli, C.
Right arrow Articles by Carmelli, D.
Related Collections
Right arrow Cerebrovascular disease/stroke
Right arrow Computerized tomography and Magnetic Resonance Imaging
Right arrow Epidemiology
Right arrow Lipid and lipoprotein metabolism