Manoj K Sarma1, Bharat Biswal2, Margaret A Keller3, Tamara Welikson4, Irwin Walot5, David E Michalik6, Karin Nielsen-Saines7, Jaime Deville7, Andrea Kovacs8, Eva Operskalski8, Joseph Ventura9, and M. Albert Thomas1
1Radiological Sciences, UCLA School of Medicine, Los Angeles, CA, United States, 2Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, United States, 3Pediatrics, Harbor-UCLA Medical Center, Torrance, CA, United States, 4Semel Institute for Neuroscience and Human Behavior, UCLA School of Medicine, Los Angeles, CA, United States, 5Radiology, Harbor-UCLA Medical Center, Torrance, CA, United States, 6Infectious disease-Pediatrics, Miller Children's Hospital, Long Beach, CA, United States, 7Pediatrics, UCLA School of Medicine, Los Angeles, CA, United States, 8Pediatrics, Keck School of Medicine of USC, Los Angeles, CA, United States, 9Psychiatry and Biobehavioral Sciences, UCLA School of Medicine, Los Angeles, CA, United States
Synopsis
Youths with perinatally infected HIV survive longer with combination antiretroviral
therapy, but remain at risk for poor cognitive outcomes. Since changes in cognitive function may be preceded by
subtle changes in brain function, resting-state functional magnetic resonance
imaging (rs-fMRI) may become useful in evaluating functional
connectivity in these youths. We evaluated alterations in brain functional
connectivity in eight perinatally HIV-infected youths and eleven healthy controls.
Results from this study demonstrate that, compared to normal subjects, the
strength of the several networks connectivity including DMN, Dorsal Attention, Lateral Visual, were significantly decreased in several
regions among perinatally HIV-infected youth. The
detailed mechanisms, implications of these brain activities and networks
exhibiting changes will require further investigation.
Introduction:
Although the tremendous success of combination antiretroviral therapy (ART) has transformed
perinatal HIV
into a chronic disease1-4, impairments in cognitive functioning are still being reported in
HIV-infected patients5,6. Many
children that have survived to adulthood from earlier eras with less
efficacious regimens and may experience indolent ongoing brain injury. Since changes in cognitive function may be preceded by
subtle changes in brain function, neuroimaging techniques, such as
resting-state functional magnetic resonance imaging (rs-fMRI)7 can
become useful tools in evaluating functional connectivity and assessing HIV-associated abnormalities in the brain. Although
rs-fMRI has been used in many pathologies, however
there are limited studies on brain connectivity alteration in HIV+ patients8-11,
and only a few in perinatally HIV-infected children12. The purpose of the current study was to examine the
extent to which HIV infection in perinatally
HIV-infected Youth with ART is associated
with disruptions in subcortical regions of the brain in comparison to a matched
healthy control group. We hypothesize that that alterations in functional
connectivity can be detected by rs-fMRI early in HIV infection.Materials and Methods:
We investigated eight perinatally HIV-infected
youths (age 21.5 ± 2.1 years) and eleven healthy controls (HC) (age 22.18± 3.4). All subjects gave informed consent according to
an institutionally approved research protocol. During the data acquisition,
subjects were instructed to remain in a relaxed state with their eyes open and not
to engage in any cognitive or motor activity. All data were collected on a
Siemens 3T Prisma MRI scanner using a 16 channel head receive coil. rs-fMRI scans were collected using an echo planar
imaging (EPI) sequence with: TR/TE=2000/27ms, Flip angle=900, 40
slices, matrix= 64x64; FOV=240 mm2; acquisition voxel
size=3.75x3.75x4 mm3; and 180 volumes/scan. To facilitate EPI
distortion correction, a field map was acquired before the rs-fMRI scan
with: TR=430ms, TE=7.35/9.81ms,
matrix=64x64, FOV=192mm, 40 4mm slices, no gap. In addition, a high-resolution
T1-weighted magnetization-prepared rapid gradient echo scan (MPRAGE) was
acquired for anatomical information
for better registration and overlay of brain activity.
Using pre-processing tools from Statistical Parametric
Mapping (SPM8)13 and FSL14, raw EPI images were
realigned, co-registered, normalized, and smoothed. Each of the data sets were pre-processed in an
identical fashion: motion correction; spatial smoothing with 6 mm FWHM blur;
temporal filtering in the LFF range of 0.01 to 0.10 Hz; removal of linear
trends up to second order polynomials; and mapping of parameter values to 3mm
MNI space. The resulting time-series data was
then independently analyzed with Spatial independent component analysis
(ICA) using Melodic software15. for
each of the groups and 20 components was extracted from each of the groups. Results:
In
Fig. 1(A) and 1(B) show the spatial extent of the default mode network (DMN)
for the healthy subjects and HIV-infected youths, respectively. Among HIV-infected youths, a
significant reduction in the activity can be observed in several regions. Fig.
2(A), 2(B) and 3(A), (B) show the dorsal attention and lateral visual networks
respectively for the two groups. Significant reduction in activity can be
observed in both the networks in HIV-infected youth compared to healthy
controls. Fig. 4 shows the results for other 6 networks. Some reduction of
activity was observed in dorsal attention and right fronto-parietal networks,
but other networks do not show any changes.Discussion:
Results from this study demonstrate that, compared to
normal subjects, the strength of the several networks connectivity including
DMN, Dorsal Attention, and Lateral Visual were significantly decreased in several
regions among perinatally HIV-infected youth. Our results of DMN activity reduction
are in agreement with previous study12. Alterations in network DMN
connectivity in HIV-infected youths may reflect global reorganization of the DMN
which may ultimately relate to known cognitive processing difficulties in these
youths. Weak Dorsal Attention, Lateral Visual and Dorsal Attention network connectivity in
HIV-infected youth reflect the cognitive deficit observed in attention, speed of processing and
visuospatial memory. Further studies with correlating these changes with neuropsychological
test results and clinical parameters such as CD4 count, viral loads are
required to confirm these changes. One of the limitations of the study is the small
number of subject used. We intend to overcome these limitations using larger subject recruitment in the future. Conclusion:
Results from this study suggest that the resting
state fMRI is a feasible tool for the evaluation of perinatally HIV-infected
youth on ART. The detailed mechanisms, implications of these brain activities
and networks exhibiting changes will require further investigation.Acknowledgements
This research was supported by NINDS
1R21-NS090956.References
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