Identifying the genetic and molecular factors regulating the development and the dynamics of brain functional connectivity (FC) networks in health and disease is important to develop novel therapeutic strategies. Resting state functional magnetic resonance imaging (rsfMRI) can reveal the FC remodeling in psychiatric disorders and drug addiction. Emerging studies suggest that neuronal responses to alcohol involve several G protein-coupled receptors (GPCR)-mediated signaling pathways, inducing short-term to long-term changes in behavioral and neuronal plasticity. This study investigates the role of GPR88 in the acquisition and development of alcohol dependence and unravels the rsFC modifications underpinning this processes in the mouse brain.
Animals: GPR88-/- mice (74.9% C57B/6J, 25% 129/SvPas, 0.05% FVB/N, 0.05% SJL/J) – lacking the GPR88 functional receptor were produced15. As controls, we used GPR88+/+ mice normally expressing the GPR88 receptor. 8–10 weeks old, adult male mice were housed with water and alcohol respectively (GPR88+/+ water:N=10, GPR88-/- water:N=10, GPR88+/+ alcohol:N=10 and GPR88-/- alcohol:N=10).
Alcohol administration and behavioral experiment: The level of voluntary alcohol intake was measured in the home cage, using 20% alcohol intermittent two bottle-choice drinking paradigm. Mice (single housed under 12h reversed light/dark cycle) were given 24h of concurrent access to one bottle of 20% alcohol (v/v) and bottle of water on Monday, Wednesday and Friday with 24h/48h of alcohol-deprivation periods between the alcohol-drinking sessions. Bottles were weighed at the end of each session. The position (left/right) of each solution was alternated between sessions as a control for side preference. The possible loss of solutions because of handling was controlled by weighting bottles in empty cages. Mice were exposed to alcohol for 2 months and scanned 24h after the last alcohol drinking session.
MRI experiment: Mouse physiological conditions were monitored and stabilized during imaging performed under medetomidine (MD) sedation (subcutaneous (s.c.) bolus of 0.3mg MD/kg body weight (BW) followed by s.c. infusion of 0.6mg MD/kg-BW/hour). MRI was carried-out using a 7T small bore animal scanner (Biospec 70/20, Bruker, Germany) and a mouse head adapted cryocoil. rsfMRI data was acquired using single shot GE-EPI (TE/TR=10ms/1700ms), 12 axial slices of 0.7mm thickness (FOV:19.2×12mm², resolution:0.15×0.15mm2, 200 volumes).
Data analysis: Behavioral data regarding the alcohol intake were analyzed using two-way ANOVA with repeated measures (RM) or t-test statistics (GraphPad Prism). Significant main effects and interactions of the ANOVAs were investigated with the method of contrast analysis (p<0.05). rsfMRI data was pre-processed using SPM8 for motion correction, spatial normalization and alignment with a study based template as well as smoothing (0.4×0.4×1mm³). Using pre-processed rsfMRI data, here we exemplify the rsFC patterns of ventral tegmental area (VTA) and central amygdala (CEA), well known core players of the reward processing. Correlation coefficients were computed between the ROI and averaged time series of the remaining whole brain and converted to z-values using Fisher’s r-to-z transformation.
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Increased alcohol consumption in mice lacking GPR88 receptor:
A. GPR88-/- mice consumed more alcohol than GPR88+/+ mice during 20% alcohol intermittent two bottle-choice drinking paradigm. Data represents the mean (±SEM) of alcohol consumption per session.
B. The mean daily alcohol consumption by GPR88+/+ and GPR88-/- mice. Data represents mean (±SEM) of daily alcohol consumption during the experiment. ***P < 0.001 compared with GPR88+/+ group.
Alcohol consumption modifies the VTA connectivity in GPR88+/+ and GPR88-/- groups:
Seed region (bi-lateral VTA, extracted from Allen mouse brain atlas) is shown in coronal and sagittal plane. BOLD rsfMRI correlation maps (p<0.001) of the (from top left to bottom right) GPR88+/+ water, GPR88+/+ alcohol, GPR88-/- water and GPR88-/- alcohol group were over-laid on a T2-weighted
anatomical brain slices. The color scale indicates the T-value (positive
correlations from 0 to +1: dark red to yellow and negative correlations
from 0 to -1: dark blue to turquoise).
Modified CEA connectivity due to alcohol intake in GPR88+/+ and GPR88-/- groups:
Seed region (bi-lateral CEA, extracted from Allen mouse brain atlas) is shown in coronal and sagittal plane. BOLD rsfMRI correlation maps (p<0.001) of the (from top left to bottom right) GPR88+/+ water, GPR88+/+ alcohol, GPR88-/- water and GPR88-/- alcohol group were over-laid on a T2-weighted anatomical brain slices. The color scale indicates the T-value (positive correlations from 0 to +1: dark red to yellow and negative correlations from 0 to -1: dark blue to turquoise).