Santosh K Yadav1, Rakesh K Gupta2, Sheema Hashem1, Ajaz A Bhat1, Ravindra K Garg3, Vimala Venkatesh4, Pradeep K Gupta2, Alok K Singh3, Muhammad W Azeem5, Deepak Kaura6, and Mohammad Haris1
1Division of Translational Medicine, Sidra Medicine, Doha, Qatar, 2Department of Radiology and Imaging, Fortis Memorial Research Institute, Gurgaon, India, 3Department of Neurology, King George Medical University, Lucknow, India, 4Department of Microbiology, King George Medical University, Lucknow, India, 5Department of Psychiatry, Sidra Medicine, Doha, Qatar, 6Department of Diagnostic Imaging, Sidra Medicine, Doha, Qatar
Synopsis
We evaluated the functional brain changes in HIV-infected children by
mapping the amplitude-of-low-frequency-fluctuations (ALFF) and functional connectivity
(FC) using rs-fMRI. Association of these changes with cognitive measures was
also explored. ALFF
and FC were significantly altered in multiple brain regions involved in auditory,
visual, language, motor and sensory activity. The waning cognitive functions in
HIV-infected children were associated with the changes in ALFF and FC. These two imaging parameters in
association with the cognitive evaluation may provide better understanding of
the functional brain activity in HIV-infected children.
Introduction:
Delayed brain development in HIV-infected children may affect the
functional brain activity and subsequently cognitive functioning. Recent studies
using magnetic-resonance-imaging (MRI) have shown lower gray matter and white
matter volumes, changes in cortical thickness, and altered structural
connectivity and metabolite levels in the brain of HIV-infected children1-4. To the best of our knowledge, there is no published study evaluating
the functional brain changes in HIV-infected children using resting-stage fMRI
(rs-fMRI). The current study evaluated the functional brain activity in
HIV-infected children by mapping the amplitude of low frequency fluctuations
(ALFF) and functional connectivity (FC) using rs-fMRI. Association of ALFF and
FC with cognitive measures was also explored.Materials and Methods:
Institutional regulatory board approved the
study protocol. 49 HIV-infected children and 23 age/sex matched control were
enrolled. Diagnosis of HIV was performed according to the national HIV testing
protocol. With informed consent, each child underwent neuropsychological test
(NPT) using Revisie Amsterdamse Kinder Intelligentie Test battery, and brain MRI
on a 3-T scanner (Signa Hdxt; GE Healthcare, Milwaukee, Wisconsin) using a
vendor supplied head coil. Conventional (T1-, T2- and FLAIR), high-resolution
T1-weighted and rs-fMRI images were acquired from each subject. Imaging parameters
for the rs-fMRI were- TR=2500ms, TE=30ms, FA=90°, number-of-slices=46, slice
thickness=3mm, and 120 volumes. 16 HIV-infected children showed hyperintensity
on T2-weighted and FLAIR images, and 7 HIV-infected children and 3 control children
did not meet the motion criteria (2.5mm translational or 2.5°rotational) and
were excluded from the analysis. Data from 26 HIV-infected children and 20
control children were finally included for the statistical analysis (Table 1). The
rs-fMRI data was processed by RESTplus software (http://restfmri.net/) in following steps: removal of initial 10 volumes, slice timing, motion
correction, coregistered and normalized to MNI space using dartel, and
normalized parameters were applied on rs-fMRI images followed by resampling
(3mm) and smoothing (6mm) with FWHM isotropic Gaussian kernel. Linear trend was
removed and images were band-pass filtered (0.01-0.08Hz). Linear regression
with six parameters obtained by motion correction, mean signals from CSF, averaged
white matter, and averaged signals across whole brain were used for removing
the cofounding effect, and then ALFF maps were constructed. Brain
areas showing significant difference on ALFF between two groups were selected
as seed regions. The FC maps between whole brain and the selected seed regions
were generated by voxel-wise partial correlation coefficients.Statistical Analysis:
Demographic
variables between two groups were compared either by Chi-square test or
independent student t-test. The NPT scores were assessed using an independent
student t-test. Two-sample t-test was performed for the ALFF and
FC between two groups. AlphaSim method5 which employs Monte Carlo simulation was used for multiple comparisons
correction both for ALFF and FC by applying following thresholds- 10,000 iterations,
p<0.005 both at voxel and cluster level (minimum 35 voxels). The ALFF and FC maps were further corrected using age and gender as
covariates (Table 2). Pearson's correlation was performed between rs-fMRI
parameters and NPT scores.Results:
Demographic, neuropsychological and clinical information of subjects are
shown in Table 1. HIV-infected children showed significant lower NPT
scores in closure, exclusion, memory, verbal meaning, quantity and hidden
figure than control (Table 1). HIV-infected children showed significantly
decreased ALFF in multiple brain sites including left middle temporal gyrus,
left precentral and left post central gyrus as compared to control (Figure 1
and Table 2). The seed region in the left middle
temporal gyrus of auditory language showed significantly reduced FC with
clusters in the right inferior parietal and left postcentral in HIV-infected
children. The seed region in the left precentral
gyrus of motor network showed significantly reduced FC with cluster in
the right vermis and significantly increased FC with cluster in the right
precuneus and left middle frontal in HIV-infected children. The seed region in
the left postcentral gyrus of sensory network
showed significantly decreased FC with the cluster in the right middle temporal
and significantly increased FC with cluster in the right superior parietal in
HIV-infected children (Figure 1 and Table 2). Lower ALFF from the left middle
temporal correlated with mazes, and reduced ALFF from the left post central
correlated with closure and memory. The FC of seed region in the left precentral gyrus of motor network with right
precuneus correlated with closure and memory, while FC with left middle frontal
correlated with closure (Table 3). Discussion and Conclusion:
We observed significantly altered ALFF and FC in auditory, visual,
language, motor and sensory networks in HIV-infected children. These changes
were correlated with waning cognitive performance of HIV-infected children. The
current findings suggest that the HIV affects the spontaneous-neural-activity
and FC in pediatric patients, which may have significant impact on
neurodevelopment and subsequently cognitive functioning.Acknowledgements
Sidra Medicine provides the work station to process the MRI data.References
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