Shiyu Tang1, Su Xu1, Jaylyn Waddell2, Marie Hanscom2, Wenjun Zhu1, Rao Gullapalli1, and Sandra Mooney2
1Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, United States, 2Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
Synopsis
People with Fetal Alcohol Spectrum Disorders (FASDs)
may present deficits in executive functions. The fronto-striatal circuit is a
critical component of the fronto-basal ganglia pathway that plays an important
role in executive processes. We used resting-state functional MRI to assess the
effects of prenatal alcohol exposure on the functional interaction within the fronto-striatal
circuit in a rat FASD model. Male alcohol-exposed rats, but not females, showed
reduced fronto-striatal connectivity. Further exploratory analysis revealed a
reduction in cortico-striatal connectivity in female alcohol-exposed rats, suggesting
that prenatal alcohol exposure has sex dependent effects on executive and
sensory processing functions.
Introduction
People with Fetal Alcohol Spectrum Disorders (FASD)
often present with deficits in executive functions1. A recent behavioral study found more
executive function deficits in male alcohol-exposed rats than in females2. Impaired executive functions are hallmarks
of frontal-basal ganglia pathway dysfunction3-5. The fronto-striatal
circuit is a critical component of the fronto-basal ganglia pathway where the striatum
is the entry point for basal ganglia. Although the fronto-basal ganglia pathway
is known to regulate attention, working memory, and executive function3-5, evidence
suggests that the caudate nucleus plays a greater role in executive processes
compared to other basal ganglia nuclei3,6,7. In this study,
we assessed the effects of prenatal alcohol exposure on functional interactions
within the fronto-striatal circuit in a rat FASD model. We predict that
prenatal alcohol exposure will disrupt functional connectivity within the fronto-striatal
circuit, especially in males.Methods
Pregnant Long-Evans rats were fed a diet containing
ethanol (Eth) (2.1% v/v ethanol on gestational day (G) 6-G7; 4.27% ethanol
on G8-G10; 6.36% G11-G20) or received an ethanol-free control liquid diet (Ctr).
26 Ctr
(14 male, 12 female) and 18 Eth (12 male and 6 female) offspring
were included in the study. rsfMRI experiment was performed between postnatal
day (P)66 and P90 on a BrukerBioSpec 70/30USR Avance III 7T horizontal bore MR
scanner (BrukerBiospin MRI GmbH, Germany). Anesthesia was induced with 2%
isoflurane followed by intramuscular bolus administration of the
dexmedetomidine (0.03 mg/kg) and was maintained using 0.25-0.5 % isoflurane in
oxygen enriched air with continuous infusion of dexmedetomidine (0.015 mg/kg/h).
An MR compatible small-animal monitoring and gating system (SA Instruments,
Inc., New York, USA) was used to monitor the animal respiration rate and body
temperature which was maintained at 35–37.5°C. All rsfMRI image processing was conducted using SPM12
(http://www.fil.ion.ucl.ac.uk/spm/) and AFNI (http://afni.nimh.nih.gov/afni).
The processing pipeline included slice timing correction, motion correction,
alignment to a rat stereotaxic template8, orthogonalization of motion-derived parameters,
spike censoring, band-pass filtering and smoothing. The
regionally-averaged BOLD time courses were extracted from left and right side
of prelimbic cortex (PrL), anterior cingulate cortex (ACC), dorsal and ventral
striatum (dStr, vStr) (Fig 1). Functional connectivity was estimated by
correlating the time courses between the left and right side of frontal regions
(PrL or ACC) and striatal regions (dStr or vStr). Correlation coefficients were
transformed to connectivity z-scores with Fisher’s transformation and subjected
to a two-way ANOVA analysis with alcohol and sex as two factors. False positive
rate (FDR) correction was performed to maintain a 5% type 1 error rate9. Connectivity maps were obtained by correlating the
BOLD time course of each ROI with voxels across the whole brain. Two-sample
t-test between Ctr and Eth group were performed
respectively in males and females. Family-wise error correction was performed with
3dClustSim function in AFNI10.Results and Discussion
Two-way ANOVA revealed a significant alcohol effect
and an alcohol x sex interaction on functional connectivity between PrL and
left dStr (FDR corrected). However, the main effect of sex was not significant.
One-way ANOVA within males and females showed a reduction of functional
connectivity between PrL and left dStr in Eth males but not in Eth
females (Fig 2). A significant cluster in left striatum demonstrated reduced
connectivity with PrL in Eth males (Fig 3A). Connectivity
reduction was observed in vStr of Eth males but to a smaller extent than dStr. No connectivity alteration between other
basal-ganglia nuclei and frontal or striatal regions was observed in Eth
females. Instead, exploration of alcohol effects on females revealed reduced functional
connectivity between dStr and
somatosensory cortex (Fig 3B). Striatum is involved in sensory processing and
receives strong projections from somatosensory cortex11,12. Previous studies
on prenatal alcohol exposure demonstrated altered sensory processing13, and abnormal sensory processing has been
associated with altered executive function14. This sex
difference in ethanol-induced connectivity changes might explain at least in
part, the previously reported sex differences in complex problem solving
strategies2.Conclusion
This study revealed reduced fronto-striatal connectivity
after prenatal alcohol exposure in male rats but not in female rats, consistent
with previously observed sex difference in behavior. Alcohol exposed female
rats demonstrated alteration in somatosensory cortico-striatal interaction
suggesting potential deficits in sensory processing. Our findings suggest the necessity
for studying the effects of prenatal alcohol exposure with sex as a critical
factor.Acknowledgements
This study was supported by grants R01
AA022413 & AA024980.References
1 Rasmussen,
C. Executive functioning and working memory in fetal alcohol spectrum disorder.
Alcohol Clin Exp Res 29, 1359-1367 (2005).
2 Waddell,
J. & Mooney, S. M. Choline and Working Memory Training Improve Cognitive
Deficits Caused by Prenatal Exposure to Ethanol. Nutrients 9,
doi:10.3390/nu9101080 (2017).
3 Monchi,
O., Petrides, M., Strafella, A. P., Worsley, K. J. & Doyon, J. Functional
role of the basal ganglia in the planning and execution of actions. Ann Neurol 59, 257-264, doi:10.1002/ana.20742 (2006).
4 Bonelli,
R. M. & Cummings, J. L. Frontal-subcortical circuitry and behavior. Dialogues Clin Neurosci 9, 141-151 (2007).
5 Aron,
A. R. et al. Converging evidence for
a fronto-basal-ganglia network for inhibitory control of action and cognition. J Neurosci 27, 11860-11864, doi:10.1523/JNEUROSCI.3644-07.2007 (2007).
6 Owen,
A. M., Doyon, J., Petrides, M. & Evans, A. C. Planning and spatial working
memory: a positron emission tomography study in humans. Eur J Neurosci 8,
353-364 (1996).
7 Rogers,
R. D., Andrews, T. C., Grasby, P. M., Brooks, D. J. & Robbins, T. W. Contrasting
cortical and subcortical activations produced by attentional-set shifting and
reversal learning in humans. J Cogn
Neurosci 12, 142-162 (2000).
8 Valdes-Hernandez,
P. A. et al. An in vivo MRI Template
Set for Morphometry, Tissue Segmentation, and fMRI Localization in Rats. Front Neuroinform 5, 26, doi:10.3389/fninf.2011.00026 (2011).
9 Benjamini,
Y. & Hochberg, Y. Controlling the false discovery rate: a practical and
powerful approach to multiple testing. Journal
of the Royal Statistical Society Series
B. 57 (1), 289–300, doi:10.2307/2346101 (1995).
10 Bennett,
C. M., Wolford, G. L. & Miller, M. B. The principled control of false
positives in neuroimaging. Soc Cogn
Affect Neurosci 4, 417-422,
doi:10.1093/scan/nsp053 (2009).
11 Alloway,
K. D., Crist, J., Mutic, J. J. & Roy, S. A. Corticostriatal projections
from rat barrel cortex have an anisotropic organization that correlates with
vibrissal whisking behavior. J Neurosci
19, 10908-10922 (1999).
12 Pidoux,
M., Mahon, S., Deniau, J. M. & Charpier, S. Integration and propagation of
somatosensory responses in the corticostriatal pathway: an intracellular study
in vivo. J Physiol 589, 263-281,
doi:10.1113/jphysiol.2010.199646 (2011).
13 Schneider,
M. L. et al. Timing of moderate level
prenatal alcohol exposure influences gene expression of sensory processing
behavior in rhesus monkeys. Front Integr
Neurosci 3, 30,
doi:10.3389/neuro.07.030.2009 (2009).
14 Adams,
J. N., Feldman, H. M., Huffman, L. C. & Loe, I. M. Sensory processing in
preterm preschoolers and its association with executive function. Early Hum Dev 91, 227-233, doi:10.1016/j.earlhumdev.2015.01.013 (2015).