(Stroke. 1999;30:1548-1553.)
© 1999 American Heart Association, Inc.
Original Contributions |
4 and Vascular Disease on Brain Morphology in Men From the NHLBI Twin Study
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 FranciscoMt 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 |
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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. MethodsSubjects 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.
ResultsOf 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.
ConclusionsWe 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 |
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2 (ApoE2),
3 (ApoE3), and
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 Bcontaining 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 |
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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 commissureposterior 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 244base pair fragments that contain
variant amino acid residues 112 (cystine
arginine=
4 allele)
and 158 (arginine
cystine=
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
3 allele is cut by HhaI at
position 158; the
4 allele is cut twice by the addition of a
second restriction site at position 112; and the less frequent
2
allele lacks either recognition site. Genotyping by using this
technique was completed on 589 individuals, showing allele
frequencies of
2=0.09,
3=0.76, and
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
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
4/
3
genotype. Of the non-ApoE4 cotwins, 9 were
3/
3
genotype, 2 were
2/
3 genotype, and 1 was
2/
2 genotype. One discordant pair was excluded from the
analysis because the ApoE4 carrier twin had the
4/
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
4/
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 |
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The incidence of vascular disease was generally higher among ApoE4
carriers than noncarriers (Table 1
) 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 2
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 2
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.
|
When subjects were further stratified according to ApoE4 status (Table 2
), 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 Figure
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 2
). Thus, strong evidence for the presence of a
synergistic effect is suggested (F1,384=4.75,
P<0.03).
|
| Discussion |
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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 |
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| Footnotes |
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Received October 15, 1998; revision received May 13, 1999; accepted May 13, 1999.
| References |
|---|
|
|
|---|
2. Utermann G. The apolipoprotein E connection. Curr Biol. 1994;4:362365.[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;41:10681086.
4. Davignon J. Apolipoprotein E polymorphism and atherosclerosis. In: Born GVR, Schwartz CJ, eds. New Horizons in Coronary Heart Disease. London, England: Current Science; 1993:5.15.21.
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;27:567582.
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;14:16171624.
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;27:227235.[Abstract]
8.
Levy RI. Declining mortality in coronary heart
disease. Arteriosclerosis. 1981;1:312325.
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;32:778781.
10. Scheer WD, Boudreau DA, Malcom GT, Middaugh JP. Apolipoprotein E and atherosclerosis in Alaska natives. Atherosclerosis. 1995;114:197202.[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;114:8391.[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;13:14951500.
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;23:15561562.
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;24:661664.
15. Coria F, Rubio I, Nunez E, Sempere AP, Santa Engrazia N, Bayon C, Cuadrado N. Apolipoprotein E variants in ischemic stroke. Stroke. 1995;26:23752376.
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;15:12801286.
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;27:13101315.
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;29:399403.
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;25:23842390.[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;92:21782182.
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;25:97104.[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;45:20772084.
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;202:3339.
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;25:318327.[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;27:22622270.
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;28:14101417.
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;20:340348.
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;19:133161.[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;106:284295.
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 1418 years of follow-up. J Clin Epidemiol. 1991;44:797805.[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;16:274284.[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;6:519528.[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;49:839845.
34. Hixon JE, Vernier DT. Restriction isotyping of human apolipoprotein E by gene amplification and cleavage with Hhal. J Lipid Res. 1990;3:545548.
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;6:2932.[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;1:5477.
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;30:529536.
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;27:12741282.
39.
Kurumatani T, Kudo T, Ikura Y, Taked M. White matter
changes in the gerbil brain under chronic cerebral hypoperfusion.
Stroke. 1998;29:10581062.
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;25:601607.[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;21:105111.
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;11:431439.[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;37:372387.[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;80:12551262.[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;43:303310.[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
4 allele.
Neurology. 1995;45:391392.
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;47:13061310.
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;50:293299.[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;28:951956.
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;29:388398.
51.
Ferrucci L, Guralnik JM, Pahor M, Harris T, Corti MC,
Hyman B, Wallace RB, Havlik R. Apolipoprotein E
2 allele
and risk of stroke in the older population. Stroke. 1997;28:24102416.
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