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Original Article |

Effect of Brain Structure, Brain Function, and Brain Connectivity on Relapse in Alcohol-Dependent Patients

Anne Beck, PhD; Torsten Wüstenberg, PhD; Alexander Genauck; Jana Wrase, PhD; Florian Schlagenhauf, MD; Michael N. Smolka, MD; Karl Mann, MD; Andreas Heinz, MD
Arch Gen Psychiatry. 2012;69(8):842-852. doi:10.1001/archgenpsychiatry.2011.2026.
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Context  In alcohol-dependent patients, brain atrophy and functional brain activation elicited by alcohol-associated stimuli may predict relapse. However, to date, the interaction between both factors has not been studied.

Objective  To determine whether results from structural and functional magnetic resonance imaging are associated with relapse in detoxified alcohol-dependent patients.

Design  A cue-reactivity functional magnetic resonance experiment with alcohol-associated and neutral stimuli. After a follow-up period of 3 months, the group of 46 detoxified alcohol-dependent patients was subdivided into 16 abstainers and 30 relapsers.

Setting  Faculty for Clinical Medicine Mannheim at the University of Heidelberg, Germany.

Participants  A total of 46 detoxified alcohol-dependent patients and 46 age- and sex-matched healthy control subjects

Main Outcome Measures  Local gray matter volume, local stimulus–related functional magnetic resonance imaging activation, joint analyses of structural and functional data with Biological Parametric Mapping, and connectivity analyses adopting the psychophysiological interaction approach.

Results  Subsequent relapsers showed pronounced atrophy in the bilateral orbitofrontal cortex and in the right medial prefrontal and anterior cingulate cortex, compared with healthy controls and patients who remained abstinent. The local gray matter volume–corrected brain response elicited by alcohol-associated vs neutral stimuli in the left medial prefrontal cortex was enhanced for subsequent relapsers, whereas abstainers displayed an increased neural response in the midbrain (the ventral tegmental area extending into the subthalamic nucleus) and ventral striatum. For alcohol-associated vs neutral stimuli in abstainers compared with relapsers, the analyses of the psychophysiological interaction showed a stronger functional connectivity between the midbrain and the left amygdala and between the midbrain and the left orbitofrontal cortex.

Conclusions  Subsequent relapsers displayed increased brain atrophy in brain areas associated with error monitoring and behavioral control. Correcting for gray matter reductions, we found that, in these patients, alcohol-related cues elicited increased activation in brain areas associated with attentional bias toward these cues and that, in patients who remained abstinent, increased activation and connectivity were observed in brain areas associated with processing of salient or aversive stimuli.

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Figures

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Figure 1. Alcohol-related pictures, their scrambled versions, and affectively neutral pictures of housekeeping items from the International Affective Picture System (IAPS),42 serving as stimuli. The functional response elicited by alcohol-related pictures was compared with the response following neutral IAPS pictures.

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Figure 2. A priori–defined, literature-based probabilistic regions of interest (ROIs). The color-coded ROIs are overlaid on the averaged brain of the whole sample (neurological convention). A list of ROI Montreal Neurological Institute (MNI) x, y, z coordinates and ROI volumes are shown (eFigure 1). ACC indicates anterior cingulate cortex; Amyg, amygdala; L, left, MPFC, medial prefrontal cortex; OFC, orbitofrontal cortex; R, right; VS, ventral striatum; and VTA, ventral tegmental area.

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Figure 3. Differences in local gray matter volume computed by voxel-based morphometry. Group differences are overlaid on the averaged brain of the whole sample. ABS indicates abstainers; ACC, anterior cingulated cortex; CON, controls; L, left; MPFC, medial prefrontal cortex; OFC, orbitofrontal cortex; R, right; REL, relapsers; and VS, ventral striatum. *Familywise error–corrected P < .05 for comparison between groups, adjusted for literature-based probabilistic regions of interest. **Familywise error–corrected P < .05 for comparison between groups, adjusted for the whole brain (Figure 2).

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Figure 4. Neural responses to alcohol-related cues as measured by blood oxygen level–dependent function magnetic resonance imaging. The Statistical Parametric Mapping (SPM) and Biological Parametric Mapping (BPM) imaging data were corrected for global and local gray matter volume, respectively. ABS indicates abstainers; CON, controls; L, left; MPFC, medial prefrontal cortex; R, right; REL, relapsers; STN, subthalamic nucleus; VS, ventral striatum; and VTA, ventral tegmental area. *Familywise error–corrected P < .05 for comparison between groups, adjusted for literature-based probabilistic regions of interest. **Familywise error–corrected P < .05 for comparison between groups, adjusted for the whole brain (Figure 2).

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Figure 5. Brain regions showing an increase in functional connectivity for alcohol-associated cues with the midbrain (including the ventral tegmental area [VTA] and the subthalamic nucleus [STN]) (the seed region, which is shown in cyan). The Statistical Parametric Mapping (SPM) and Biological Parametric Mapping (BPM) imaging data were corrected for global and local gray matter volume, respectively. ABS indicates abstainers; CON, controls; L, left; OFC, orbitofrontal cortex; R, right; and REL, relapsers. *Familywise error–corrected P < .05 for comparison between groups, adjusted for literature-based probabilistic regions of interest.

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