Loretta Donaldson1, Parimal Joshi1, Lincoln Kartchner1, Sara Akar1, and Peiying Liu1
1Diagnostic Radiology and Nuclear Medicine, University of Maryland, Baltimore, Baltimore, MD, United States
Synopsis
Keywords: Neurodegeneration, fMRI (task based)
Age-related changes in emotional circuitry have
been studied using BOLD fMRI and revealed age-related increases in the
activation of the prefrontal cortex and inconsistent findings in the amygdala. Previous
emotional aging studies did not account for vascular aging which causes a
reduction in cerebrovascular reactivity (CVR). Using picture viewing task fMRI and
gas inhalation MRI, the fMRI signals are calibrated by the vascular measures to
improve the inference of neural activity. After accounting for vascular
changes, age-invariant activity was seen in the amygdala, and increased age-related
activation of prefrontal regions was observed compared to activation before
vascular correction.
INTRODUCTION
Functional MRI (fMRI) is
an important tool to study neural circuit activity associated with emotional
aging. Previous fMRI studies identified the fronto-amygdalar circuit that
is involved in affective picture perception, revealing consistent age-related
increases in the recruitment of prefrontal cortex and inconsistent
age-effect in amygdala [1-3]. However, an important but under-studied issue in
the interpretation of fMRI data in emotional aging is that the
Blood-Oxygenation-Level-Dependent (BOLD) signal used in fMRI relies upon an
indirect signal -- changes in oxygenation and blood flow -- to detect the intensity
of neural activation. Given that aging is known to cause profound vascular
changes such as reduction in cerebrovascular reactivity (CVR), which indicates
the dilatory function of cerebral blood vessels [4], it is important to
re-examine the emotional aging fMRI findings after accounting for vascular
factors. Therefore, we conducted the present study to assess how the emotional
circuit changes after accounting for age-related CVR changes.METHODS
Subjects and imaging protocols
In total, 27 subjects
were studied on a Siemens 3T MRI scanner, including 16 young subjects (age
range 23-38yrs, 8 Females) and 11 elderly subjects (age range 53-73yrs, 5
Females). Each subject underwent a 10min task-evoked fMRI scan and a 7min hypercapnia-inhalation
MRI scan using identical HCP BOLD-MRI protocols (field-of-view=208x208x144mm3,
2mm isotropic voxels, TR/TE/FA=720ms/38ms/52º, SMS factor=8). The affective
picture perception task paradigm began with a 30s fixation period, followed by 9
blocks of 30s picture blocks interleaved by 30s fixation periods (Figure 1a).
The 9 picture blocks included 3 positive, 3 negative, and 3 neutral picture
blocks in randomized order. Each block consisted of 10 IAPS pictures [5] each
displayed for 3s. Subjects were instructed to press buttons with their
left/right hand if they saw non-human/human objects in the pictures, in order
to keep their attention. The hypercapnia inhalation paradigm included 5%CO2 gas
inhalation following the MarkVCID CVR protocol [6]. A T1-MPRAGE scan
(voxel=1x1x1mm3) was also performed for anatomic reference.
Data analysis
After motion correction,
CVR BOLD images were coregistered to the task fMRI BOLD images, and then all
BOLD images were normalized to MNI space via T1-MPRAGE. GLM analyses were
performed for the task and CO2 data. For the task fMRI data, four contrasts were
examined, including picture vs. fixation, positive vs. neutral pictures,
negative vs. neutral pictures, and positive vs. negative pictures. CVR maps
were also obtained following previous literature [7]. Three Region-of-interest
(ROI) of the emotion circuit, amygdala, left and right inferior frontal gyrus
(IFG), were used for quantitative analysis. CVR correction was performed as SfMRI,corr
= SfMRI,uncorr/CVR. Two-sample t-tests were performed between
the young and old groups before and after CVR correction. RESULTS
Figure 1b shows the group
activation map across all subjects in viewing the affective pictures. It can be
seen that amygdala, left and right IFGs were activated, confirming the
involvement of the emotional circuit in our task, which is consistent with
previous literature on emotion perception [1-3]. Visual, motor and thalamus
areas were also activated as expected.
Figure 2a shows the
averaged CVR maps in young and old subjects. Visual inspection suggested
reduced CVR in the older subjects, consistent with those reported previously.
CVR values of the left and right IFGs, shown in Figure 2b, were significantly lower
in the older group (p=0.018 and 0.044 for left and right IFG, respectively),
although the difference was not significant in amygdala (p=0.14).
Figure 3 shows the group
comparisons of fMRI signals between young and old in each ROI before and after
CVR correction for 3 different contrasts. No significant group difference was
found between young and old in amygdala in all contrasts both before and after
correction. The older subjects had significantly higher fMRI signals than the
young subjects in left IFG in all three contrasts (p=0.018, 0.036, and 0.019
for positive>neutral pictures, negative>neutral pictures, and
negative>positive pictures, respectively), and these differences became more
significant after accounting for CVR differences (p=0.004, 0.007, and 0.003 for
positive>neutral pictures, negative>neutral pictures, and
negative>positive pictures, respectively). In right IFG, before CVR
correction, the older subjects showed a trend of higher fMRI signal only in the
negative>positive picture contrast (p=0.080), but after CVR correction, the
trend of higher fMRI signal in the older group was observed in all three
contrasts (p=0.088, 0.071, and 0.061 for positive>neutral pictures,
negative>neutral pictures, and negative>positive pictures, respectively),
suggesting that frontal over-recruitment in emotional aging was present in both
hemispheres.DISCUSSION and CONCLUSION
Our findings are in
agreement with previous literature on emotion perception [2-3]. Age-invariant
activity in the amygdala was observed even after accounting for vascular
factors in amygdala, suggesting the function of the amygdala remains intact in
aging. The age-related increase in frontal lobe observed in this study was consistent with the emotional aging literature [1-2], but the degree of
increased recruitment in the prefrontal cortex was much higher and consistent throughout
all contrasts once the age-related CVR decrease was accounted for. This
age-related increase in frontal recruitment is thought to represent a compensatory
activation that occurs in the aging brain to accommodate the decreased volume
of neural tissue and declining efficiency of neural circuitry [8]. Accounting
for age-related changes in vascular function could improve the examination of
fMRI responses in emotional aging.Acknowledgements
No acknowledgement found.References
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