Sergio Adrian Becerra1, Kaya Jordan1, Jon Haroon1, Kennedy Mahdavi1, Sheldon Jordan1,2, Rama Surya1, and Elisabeth Rindner1
1Synaptec Network, Santa Monica, CA, United States, 2Neurology, UCLA, Los Angeles, CA, United States
Synopsis
Keywords: Alzheimer's Disease, Alzheimer's Disease
The nucleus basalis (NBM) is the major source of cholinergic innervation to the cerebral cortex, hippocampus and other subcortical structures.
Focusing DTI and
fMRI on the NBM can shed light on the potential state of subjects with
Alzheimer’s disease. We aim to use DTI to provide insight into the white matter
projections from the NBM and use fMRI to depict how it is
functionally wired.
We found that imaging of the NBM differentiated dementia patients from controls,
and captured the level of cognitive decline. While the
results are preliminary, this analysis
introduces a method of observing the progression of AD.
Background
The
nucleus basalis of Meynert (NBM) is a structure in the basal forebrain that is responsible for a major source of cholinergic
innervation to the cerebral cortex and amygdala. Elderly patients have
diminished cholingergic activity in the NBM, likely due to
reduced cholineacetyltransferase (ChAT) and acetylcholinesterase (AChE)
activity. Their NBM neurons are both smaller and less dense than those found in
younger individuals. A variety of cognitive disorders, including Alzheimer’s
disease (AD), are correlated with degeneration of cholinergic neurons.
Projections from the cholinergic neuron complex (Ch4) in the NBM to the
cerebral cortex remain largely unmapped, but cholinergic axons have been traced
from the NBM through the amygdala and insular cortex to the hippocampus and
entorhinal cortex.
The degeneration of Ch4 has a profound
effect on the pathology of AD, because the disruption of this small group of
neurons can perturb neurotransmission in all cortical areas. While the role of
Ch4 in cognition is not fully understood, the cholinergic circuitry may provide
a window into the cognitive state of AD.
Focusing Diffusion Tensor Imaging and
fMRI on the NBM can shed light on the potential state of subjects with
Alzheimer’s disease. We aim to use DTI to provide insight into the white matter
projections from the NBM and use resting state fMRI to depict how it is
functionally wired. Combining these methods may even provide potential
biomarkers for the early developmental stage of AD.Methods
Subjects:
38
Alzheimer's patients were identified using the gold standard lumbar puncture
method based on amyloid-beta and tau markers. They were split into 2 groups
based on CDR scores: 20 subjects who scored 0.5 (very mild) and 18 subjects
with a CDR score of 1.0 (mild). 23 healthy, age-matched control participants
were also recruited for comparison. All subjects were scanned on a Siemens 1.5T
Espree and
received an anatomical MPRAGE image, a resting state BOLD (rs-fMRI)
image and a 30 direction DTI acquisition .Results
Functional
Connectivity
Group average shows a clear correspondence of a decrease in
global functional connectivity between the NBM and the rest of the brain
(figure 1).
Group differences between healthy
controls and the Alz group highlight specifically these
regions (Figure 2). The AD group had a decrease in activity in the thalamus and
frontal cortex, specifically some ventro-lateral regions that are most prominent
when looking at the right NBM. The results between healthy controls/CDR 1.0 AD
and healthy controls/CDR 0.5 were quite similar. Difference between CDR 0.5 and
CDR 1.0 were equivocal and showed no findings, thus to increase power CDR 0.5 and CDR 1.0
were combined into a single Alz group to increase power.
Probabilistic Tractography showed a
drastic drop off in both tract density and count corresponding with CDR score
from healthy controls. Figure 3 depicts how the group averages of tracts
running through the amygdala towards the hippocampus diminish as CDR score is
increased. When counting the average number of tracts that reached the
entorhinal cortex (EC), there was a 39.4% drop off from the control group
(1593) to the CDR 0.5 group (965); and an additional 23.8% drop from CDR 0.5 to
CDR 1.0 (735). Figure 4 is
able to capture this phenomenon to a degree,
depicting a greater difference of the EC pathway in for CDR 1.0 subjects.Conclusion
Imaging
of the NBM successfully differentiated dementia patients from controls, and
additionally was able to capture the level of cognitive decline. While the
results are still preliminary due to small sample size, this analysis
introduces a new method of observing the progression of AD pathologies.
An interesting finding is that probabilistic
tractography was more sensitive to differentiating sub groups
of Alzheimer’s Disease, where
as Functional Connectivity was not.
One benefit of this method is that it does not
require any special fMRI add on beyond the standard BOLD acquisition.
Clinically, this approach may help resting fMRI and DTI classify the
progression of neurodegenerative disorders.Acknowledgements
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