Jun Hua1,2, SeungWook Lee3, Nicholas I.S. Blair3, Michael Wyss4, Simon J Schreiner5, Stefanie C Steininger5, Sandra Leh5, Roger Nitsch5, Klaas P Pruessmann4, Peter C.M. van Zijl1,2, Marilyn Albert 6, Christoph Hock5, and Paul G Unschuld5
1F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States, 2Neurosection, Div. of MRI Research, Dept. of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States, 3Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States, 4Institute for Biomedical Engineering, University of Zürich and ETH Zürich, Zürich, Switzerland, 5Division of Psychiatry Research and Psychogeriatric Medicine, University of Zürich and ETH Zürich, Zürich, Switzerland, 6Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
Synopsis
Cerebrovascular dysfunction has been associated with mild-cognitive-impairment
(MCI) and Alzheimer’s
Disease (AD). Recent animal studies in aging show that abnormalities
in pial arteries and arterioles start before other blood vessels and blood flow
are affected. We show that cerebral-blood-volume of pial arteries and arterioles (CBVa), measured with the
inflow-based vascular-space-occupancy (iVASO) MRI, is significantly altered in
various brain regions in MCI patients compared to healthy elderly controls. CBVa
in the orbitofrontal cortex significantly correlated with APOE-e4 carrier-status,
the major genetic risk factor for sporadic AD. Our results suggest CBVa as a potential biomarker
at an early stage of
the disease.PURPOSE
Aging of the brain is considered the major risk
factor for incidence of Alzheimer’s Disease (AD). It is therefore important to
investigate abnormalities in the human brain in healthy elderly controls and in
subjects with mild cognitive impairment (MCI). Although MCI can be caused by
other pathologies, subjects with MCI are at increased risk of developing AD
dementia(1) and can thus be used to investigate prodromal AD biomarkers. The
presence of the e4-allele of the Apolipoprotein E (APOE) gene is the major
genetic risk factor for sporadic AD (2). Compared to individuals not carrying any e4-allele, the risk for
developing AD is increased by a factor of ca. 3 in subjects carrying one e4-allele,
and by a factor of ca. 10-30 for homozygote carriers (two e4-alleles). Cerebrovascular
dysfunction has been associated with aging, MCI and AD (3). Most studies to date report alterations in total cerebral blood volume (CBV) and flow (CBF) (including
arterial, capillary and venous vessels) in the brain without specific
information on which vascular components are involved. Neurophysiology studies
have shown that small arteries and arterioles are most responsive to changes in
metabolism. Recent evidence from animal models demonstrates that aging affects
pial arteries and arterioles before capillaries and venous vessels, and that
dysfunction in pial arteries occurs months before total CBF change can be
observed (4). Thus, the study of changes in such arterial vessels may provide
a useful marker that reflects brain changes at an earlier disease stage
compared to structural and other measures that are commonly used currently. In
this study, the inflow-based vascular-space-occupancy (iVASO) MRI technique (5-7) was applied to investigate potential abnormality in the combined cerebral
blood volume of pial arteries and arterioles (CBVa) in the grey matter (GM) of the
brain in elderly subjects with MCI. The association between GM CBVa and APOE-e4
carrier-status in these subjects was also assessed.
METHODS
Participants: Eighteen subjects with MCI
(11male, 7female; 75.0±7.2yr, three subjects did not complete all required
scans and thus were excluded from analysis) and twenty-two healthy elderly
controls (14male, 8female; 72.0±5.3yr) were
scanned. Twelve of the subjects carried one e4-allele and two subjects carried
two e4-alleles. All participants received
neuropsychiatric examination and were screened for cognitive impairment (Mini
Mental State Examination (8) and Montreal
Cognitive Assessment (9)). Subjects were categorized either as cognitively normal or MCI
according to established criteria (10).
MRI: 7T Philips MRI scanner,
32-channel phased-array head coil. Anatomical images were acquired with MP2RAGE
(TR/TE=6.9ms/2.0ms, voxel=0.75mm isotropic). GM CBVa was measured using 3D iVASO MRI
with whole brain coverage: TR/TI=10000/1383, 5000/1093, 3800/884, 3100/714, 2500/533,
and 2000/356ms; 3D TFE readout, TR
TFE/TE
TFE=4.2/2.2ms; voxel=3.5x3.5x5mm
3,
20 slices; SENSE=2x2; crusher gradients of V
enc=10cm/s on z-direction.
Image analysis: SPM8, AIR and in-house code programmed in Matlab6.0 (Mathworks,
USA) were used. Partial volume effects of WM and CSF on the iVASO signals in GM
were corrected. CBVa maps were generated using the iVASO theory (5).
Statistical analysis:
Two-sample t-tests were performed to
examine group differences in GM CBVa in the whole brain on a voxel-by-voxel
basis. Correlation between CBVa and APOE-e4
carrier-status was evaluated using data
combined from all subjects (including MCI and controls) by calculating the adjusted
R
2 from linear regression. Multiple comparisons were corrected with
the false discovery rate (FDR) approach. The
IBASPM116 atlas (PickAtlas, WFU) was used to identify anatomical regions within
the significant clusters.
RESULTS
Figure 1
and Table 1 summarize the main findings from the group comparison. The average
GM CBVa values in controls were all in normal range (5), providing
validation for our measurements. Significant elevation of GM CBVa was detected in
several brain regions in MCI patients compared to controls with relative
changes of 49.5-122.0% and effect sizes of 0.79-1.33. Significant reduction of
GM CBVa was also observed in a few brain regions. Figure 2 shows that GM CBVa in
the orbitofrontal cortex significantly correlated (positive) with APOE-e4 carrier-status from all subjects.
DISCUSSION & CONCLUSION
We
report significant regional abnormalities of GM CBVa in subjects with MCI in
various brain regions such as frontal, temporal, insular and olfactory cortex, and
the hippocampus. Many of these regions have been implicated as signature
regions for neurodegenerative brain change in AD. Relevance of our findings for
AD pathology is further supported by the correlation between GM CBVa in
orbitofrontal cortex and APOE-e4 carrier-status. Further longitudinal studies
are required to validate its potential use as biomarker in clinical trials for
early intervention in elderly populations at increased risk for AD.
Acknowledgements
Funding: Funding through KFSP Molecular
Imaging Network Zürich (MINZ) and Swiss National Science Foundation, NCRR NIBIB
P41 EB015909.References
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