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Hippocampal Atrophy Correlates With Clinical Features of Alzheimer Disease in African Americans
Drahomira Sencakova, MD;
Neill R. Graff-Radford, MD;
Floyd B. Willis, MD;
John A. Lucas, PhD;
Francine Parfitt, MS;
Ruth H. Cha, MS;
Peter C. O'Brien, PhD;
Ronald C. Petersen, MD, PhD;
Clifford R. Jack, Jr, MD
Arch Neurol. 2001;58:1593-1597.
ABSTRACT
Context Imaging measurements may aid in the characterization and diagnosis of
patients with Alzheimer disease (AD). Most research studies, however, have
been performed on predominantly white study groups despite the fact that there
may be biological differences in AD between African American and white patients.
Objective To measure hippocampal volume in African American patients with AD and
to correlate these measurements with the presence of AD and neuropsychological
test performance.
Design Survey study.
Setting Academic center.
Participants Fifty-four healthy African American subjects and 32 African American
patients with AD were studied. Hippocampal volumes were measured in all subjects
from magnetic resonance images using established methods.
Main Outcome Measure Correlations were assessed between hippocampal volume and demographic
variables, clinical group membership, and neuropsychological performance.
Results The hippocampi of patients were atrophic with respect to those of healthy
subjects (P<.01). Significant direct correlations
were present between hippocampal volumes and performance on several different
neuropsychological tests (r>0.5 and P<.01 for every test evaluated) when patients and healthy subjects
were combined.
Conclusions Hippocampal atrophy is a feature of AD in African Americans as it is
in white subjects. The neuropsychologicalhippocampal volume correlations
indicate that hippocampal volume measurements do represent a measure of the
structural substrate of functional impairment in AD.
INTRODUCTION
IMAGING measurements are being used with increasing frequency to aid
in the characterization and diagnosis of patients with dementia, particularly
Alzheimer disease (AD). One of the more widely used techniques has been volume
measurements of medial temporal lobe structures, particularly the hippocampus.1, 2, 3, 4, 5, 6
Hippocampal volume measurements are an appealing early diagnostic marker because
the medial temporal lobe is the area of the brain where pathological characteristics
of AD typically first appear. Additionally, the boundaries of the hippocampus
are reliably depicted with modern magnetic resonance imaging (MRI), lending
a high degree of precision to this measurement.7
Magnetic resonance imaging measurements of hippocampal atrophy correlate with
clinical measurements of disease severity, pathological disease stage, neuropsychological
performance, and disease progression.8, 9, 10, 11
However, most research studies have been performed largely in white populations.
This may be problematic because there may be biological differences in AD
in African American and white patients. For example, Hendrie et al12 have reported that the incidence of AD is increased
in African Americans,12 and some studies have
shown that a difference in the apolipoprotein E (APOE)
4 genotype is a risk factor for AD in African American compared with white
patients.13, 14 It is important
to the monitoring of treatment trials of serial hippocampal volumes that researchers
establish that African Americans with probable AD have hippocampal atrophy,
and that this atrophy correlates with neuropsychological testing. The purpose
of this study was to measure hippocampal volumes in healthy African American
subjects and African American patients with AD and to correlate these measurements
with the presence of AD and neuropsychological test performance.
SUBJECTS AND METHODS
SUBJECTS
All studies were performed with Mayo Clinic institutional review board
approval and informed consent of the subject and/or an appropriate surrogate.
Healthy African American subjects were recruited by requesting volunteers
at presentations made by one of us (F.B.W.) at churches, social and civic
clubs, retirement centers, and labor union halls in Jacksonville, Fla. To
take part in the study, patients had to live independently in the community,
and a person who knew them well had to confirm that their memory had not deteriorated
and did not interfere with their functioning. Their physicians completed a
medical form indicating that the patient did not have ongoing neurological
or medical illnesses that would affect their cognition. These illnesses included
epilepsy, cerebrovascular disease, movement disorder, multiple sclerosis,
human immunodeficiency virus infection, alcohol abuse, central nervous system
infection, anoxic episodes, brain trauma with loss of consciousness, brain
surgery, poisoning, hypoglycemia, ongoing psychiatric illness, and uncontrolled
hypertension. A psychometrist completed a medication list, family history,
demographic form, and full neuropsychological examination. These healthy subjects
were followed up annually, and on alternate years we administered an interim
history form and a "step-down" neuropsychological battery. If the person's
Mattis Dementia Rating Scale decreased by 10 points, the subject was offered
a full neurological examination.15, 16
A total of 294 healthy subjects were recruited, and a subset of 54 subjects
volunteered for the MRI component of the study.
Patients with AD were recruited from a set of African American patients
seen for dementia evaluation at Mayo Clinic Jacksonville under the auspices
of the Mayo Alzheimer's Disease Research Center. This is an ongoing longitudinal
study of aging and dementia. After a complete neurological, neuropsychological,
and laboratory evaluation, a consensus meeting was held, and the patient was
given a diagnosis. Those meeting DSM-III criteria
for dementia and the National Institute of Neurological and Communicative
Disorders and StrokeAlzheimer's Disease and Related Disorders Associations
(NINCDS/ADRRA) criteria for probable and possible AD were included in this
MRI volumetric study.17, 18 Disease
severity in patients with AD was assessed by the Clinical Dementia Rating
(CDR) scale (very mild, CDR 0.5; mild, CDR 1; moderate, CDR 2).19
An important distinction was made between establishing a diagnosis of AD and
ranking its severity. The former was done according to NINCDS/ADRDA criteria,
which emphasize a decline in cognitive performance over time. The CDR score
was used as a staging instrument to rank disease severity at a specific point
in time. It was therefore possible for patients to meet NINCDS/ADRDA criteria
for AD and also be ranked as having only very mild dementia (CDR 0.5).
Patients and healthy subjects underwent a neuropsychological testing
battery, including indices of general cognitive function, the Mattis Dementia
Rating Scale, Mini-Mental State Examination,15, 20
and multiple memory measures, including a list-learning procedure (Auditory
Verbal Learning Test), paragraph recall (Wechsler Memory ScaleRevised:
Logical Memory), and nonverbal memory measures (Wechsler Memory ScaleRevised:
Visual Reproductions).21, 22 The
median elapsed time between the date of the MRI scan and the reference date
for clinical assessment was 0.12 months (range, 0-3 months) for patients and
8.4 months (range, 0-14 months) for healthy subjects.
MRI METHODS
All subjects' hippocampi were imaged at 1.5 T using a standardized imaging
protocol. The first sequence was a spin echo T1-weighted sagittal set of images
that was used to measure total intracranial volume. The other pulse sequence
relevant to this report was a T1-weighted 3-dimensional volumetric spoiled
gradient echo sequence with 124 contiguous partitions, 1.6-mm slice thickness,
22 x 16.5-cm field of view, 192 views, and a 45° flip angle. Volume
measurements of the hippocampus were derived from this pulse sequence. The
image data were stored at the site of acquisition (Jacksonville) and transferred
electronically to Rochester, Minn, where the image analysis was performed.
IMAGING PROCESSING
All image processing steps were performed by the same research fellow
(D.S.) who was blinded to all clinical information. The 3-dimensional MRI
data were interpolated in the slice-select dimension to give cubic voxels,
and interpolated inplane to the equivalent of a 512 x 512 matrix. The
voxel size of the fully processed image data was 0.316 mm3. The
borders of the hippocampi were manually traced sequentially with a mouse-driven
cursor on each slice from the posterior to anterior. The number of voxels
in each anatomic region of interest was counted automatically using a summed
region of interest function, and then multiplied by voxel volume.
On a plane, hippocampal anatomic boundaries were defined to include
the CA1 to CA4 sectors of the hippocampus proper, the dentate gyrus, and the
subiculum.23 The posterior boundary of the
hippocampus was determined by the oblique coronal anatomic section in which
the crura of the fornices were identified in full profile. Intracranial volume
was determined by tracing the margins of the inner table of the skull on contiguous
images from the sagittal spin echo T1-weighted sequence.
STATISTICAL METHODS
The right and left hippocampal volumes in each subject were summed.
This summed hippocampal volume was divided by total intracranial volume (ie,
normalized) to control for intersubject variation in head size.11
Associations between normalized hippocampal volumes and cognitive test scores
were evaluated with Spearman rank correlation analysis. The 2
test was used to test for intergroup differences in sex and APOE status. The rank sum test was used to test for intergroup differences
in raw and normalized hippocampal volumes, age at MRI scan, educational attainment,
and intracranial volume.
RESULTS
Demographic information for patients and healthy subjects is presented
in Table 1. Eighty-six subjects
were studied (54 healthy subjects and 32 patients with AD). More women than
men were present in both the patient and control groups. The proportion of
men was greater in the patient than in the control group ( 2, P = .04). Healthy subjects, on average, were younger than
patients, (rank sum test, P<.001). On average,
healthy subjects had greater educational attainment than patients (rank sum
test, P = .003). The proportion of subjects with APOE genotypes known to increase risk for AD (APOE 3/4 or APOE4/4) was greater in patients
than in healthy subjects ( 2, P =
.001).24 The performance of healthy subjects
on general measures of cognition (Mini-Mental State Examination and Mattis
Dementia Rating Scale) was better than the performance of patients. Eighteen
of the patients with AD had very mild or mild disease severity (CDR 0.5 or
1, respectively), and 14 patients had moderate disease severity (CDR 2 or
3).
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Table 1. Demographics, Magnetic Resonance Imaging Scans, and Cognitive
Performance*
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The hippocampi of patients were atrophic with respect to those of healthy
subjects (Table 1). This was true
both for raw unnormalized hippocampal volumes, as well as normalized hippocampal
volumes (rank sun test, P<.001 for both). Total
intracranial volume was not different between groups. Normalized hippocampal
volumes declined with greater disease severity among subjects with AD; however,
the association between CDR score and hippocampal volume was not significant.
The presence of APOE4 was associated with smaller
normalized hippocampal volumes (ie, greater hippocampal atrophy) when patients
and healthy subjects were combined (rank sum test, P
= .02). However, no significant association was seen between hippocampal volume
and APOE4 among either patients or healthy subjects
when this association was analyzed separately by group. No association was
present between sex and normalized hippocampal volume among patients, healthy
subjects, or the combined groups. No association between normalized hippocampal
volume and age was found in either the patient or control groups.
The relationships between hippocampal volume and cognitive performance
are presented in Table 2. Spearman
rank correlation coefficients and associated P values
when P<.2 are reported. P
= .05 was considered significant, and a P value between
.05 and .2 was considered "nearly significant" or "of interest." Associations
between neuropsychological performance and hippocampal volume in healthy subjects
were minimal. Several of the neuropsychological tests evaluated showed a near-significant
association with hippocampal volume in patients; however, the magnitude of
the correlation was typically modest (ie, r<0.4).
When patients and healthy subjects were combined, highly significant correlations
(P<.001 for all) were present between every neuropsychological
test evaluated and hippocampal volume; in addition, the magnitudes of the
correlations were respectable (ie, r>0.5) for every
test.
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Table 2. Hippocampal Volume: Cognitive Performance Correlations*
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COMMENT
Imaging is being used with increasing frequency as an aid in diagnosis
and characterization of AD and other dementing conditions.25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35
However, nearly all published studies have been performed in largely white
populations.36, 37 In this study,
all members of both the patient and control groups were African American.
This eliminates differences in racial composition between the control and
patient groups as a possible confounder when analyzing the hippocampal volumes
and AD.
Both patient and control groups were composed largely of women. Although
a bias toward greater survivorship among women with advancing age exists in
the general population, the high proportion of women in both groups of our
study means that our data are not completely representative of the African
American population as a whole in this age group. The proportion of men was
greater in the patient than the control group. We do not suspect that this
resulted in significant confounding of the comparison of hippocampal volumes
between patients and healthy subjects because no sex differences were present
in normalized hippocampal volumes among patients, healthy subjects, or in
both groups combined.
On average, the level of educational attainment was lower in the patients
than in the healthy subjects in this study. Rank correlations between hippocampal
volume and education were not significant among healthy subjects, patients,
or in both groups combined. It is unlikely, therefore, that differences in
educational attainment between the patient and control groups confounded the
comparison of hippocampal volumes between groups. Differences in education
may, however, have affected the neuropsychological performance characteristics
of the patient vs control group, and they may have also played a role in the
clinical diagnosis of subjects as either patients or healthy subjects. In
most studies in white populations, brain volumes, including those of the hippocampus,
decline with advancing age.11, 38, 39
On average, patients were 7 years older than healthy subjects in our study.
This age difference might be expected to introduce bias toward larger hippocampal
volumes in healthy subjects vs patients. However, for reasons that are not
entirely clear, no relationship between hippocampal volume and age was found
in either the patient or control group. Therefore, the age difference between
the patients and healthy subjects may not represent a significant confounding
effect when comparing hippocampal volumes between the patient and control
groups. Part of the explanation for the absence of an association between
age and hippocampal volume in this study could be the small sample size and
the restricted age range in both the patient and control groups. Of 32 patients,
all but 4 were between 74 and 89 years of age. This is not a wide age range,
and equally important, the sample size was small. Of 54 healthy subjects,
all but 3 were between 65 and 85 years of age. Furthermore, because the healthy
subjects were volunteers, there may have been a healthy volunteer bias particularly
in the older group, resulting in some masking of the effects of normal aging.
A final potential confounding effect was the fact that the duration
between the MRI scan and the reference clinical test date was greater in healthy
subjects than in patients. The greater time lapse between MRI scan and clinical
assessment should make the MRI less representative of the clinical condition
of the subject at the time the clinical data were acquired. By definition,
patients with AD were declining both cognitively and with respect to hippocampal
volumes at a greater rate than healthy subjects. The fact that this intertest
difference was greater in healthy subjects should not create significant data
analysis problems, as healthy subjects (unlike patients) are relatively stable
both cognitively and with respect to hippocampal volumes.
The major finding in this study was that hippocampal volumes were significantly
atrophic in African American patients with AD compared with African American
healthy subjects. This finding matches those of reports from several different
centers, including our own, on white subjects.1, 2, 3, 4, 5, 6
In addition, normalized hippocampal volumes declined with increasing CDR score
in patients, although this association was not significant. These findings
indicate that hippocampal atrophy is a feature of AD in African Americans,
as is true in white subjects. This imaging measurement, therefore, has potential
use as an aid in diagnosis, characterization, and measurement of disease severity
in African American subjects. The use of serial hippocampal volume or other
MRI-based brain measurements as a surrogate outcome measure in therapeutic
trials has been proposed.8, 28
Although we do not have serial measurement data permitting an assessment of
the difference in rate of hippocampal volume loss between African American
patients and healthy subjects at this point, our cross-sectional data demonstrating
significant patient vs control group differences in hippocampal volumes lend
support to the notion that MRI measurements might be a useful surrogate outcome
measure for therapeutic trials in African American subjects.
The difference in the proportion of subjects who were carriers of APOE genotypes that are known to confer increased risk
of AD (ie, APOE3/4 or APOE4/4) was greater in African American patients than healthy subjects (P<.01). Hippocampal volumes in APOE4 carriers were smaller than those of noncarriers when the patient and
control groups were combined. However, we believe that this association simply
demonstrates the fact that patients share both characteristics (ie, hippocampal
atrophy and a higher prevalence of APOE4). The fact
alone that no association was present between hippocampal volume and APOE4 status among patients or healthy subjects implies
an absence of any cause and effect relationship between APOE4 and atrophy. This finding is identical to that observed in a
larger study of white subjects.40
Correlations between hippocampal volume and cognitive measures were
minimal in the control group. Several nearly significant correlations were
present among patients; however, in general the strength of the associations
were modest. Highly significant correlations with respectable magnitudes were
only seen when the patient and control groups were combined. This scenario
matches precisely what we found when performing a similar analysis in a larger
group of white subjects.9 We conclude from
these data that in African American subjects under conditions of normal aging,
the relationship between hippocampal volume and neuropsychological performance
is negligible. The restricted range of variation in both hippocampal volumes
and cognitive performance indices in the AD group probably limits the strength
of the correlations observed among patients with AD only. However, when healthy
subjects and AD patients were combined, a much broader range of variation
existed, both in hippocampal volume and in cognitive performance. It was under
these circumstances that the correlations became highly significant. We interpret
these data to indicate that hippocampal volume measurements do represent a
measure of the structural substrate of functional impairment due to the presence
of AD pathology in African American patients.
AUTHOR INFORMATION
Accepted for publication June 12, 2001.
This study was supported by grants AG11378 and AG16574 from the National
Institutes of Health and the National Institute on Aging, Bethesda, Md.
From the Departments of Diagnostic Radiology (Drs Sencakova and Jack),
Neurology (Dr Petersen), and Health Sciences Research (Ms Cha and Dr O'Brien),
Mayo Clinic and Foundation, Rochester, Minn; and the Departments of Neurology
(Dr Graff-Radford and Ms Parfitt), Family Medicine (Dr Willis), and Psychiatry
and Psychology (Dr Lucas), Mayo Clinic Jacksonville, Jacksonville, Fla.
Corresponding author: Neill R. Graff-Radford, MD, Mayo Clinic Jacksonville,
4500 San Pablo Rd, Jacksonville, FL 32224 (e-mail: graffradford.neill{at}mayo.edu).
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