Combined Neuroimaging, Neurocognitive and Psychiatric Factors to Predict Alcohol Consumption Following Treatment for Alcohol Dependence
Alcohol and Alcoholism Advance Access published online on September 24, 2008
Resumption of hazardous drinking after treatment is common
in alcohol use disorders (AUD). This study examined the ability
of multimodality magnetic resonance, neurocognitive, psychiatric
and demographic, to predict alcohol consumption after treatment
for AUD.
The following variables were independent
predictors of resumption of drinking: temporal GM NAA, frontal
WM NAA, frontal GM Cho, processing speed and comorbid unipolar
mood disorder. With each standard deviation unit decrease in
temporal GM NAA, frontal WM NAA, frontal GM Cho and processing
speed, the odds of resumption of drinking were increased 3.1,
3.3, 6.4 and 14.2 times, respectively. Diagnosis of a unipolar
mood disorder was associated with 14.5-fold increased odds of
resumed drinking.
The findings suggest that Resumers,
relative to Abstainers, demonstrated greater bnormalities in
anterior frontal-subcortical circuits involved in mood and behavioral
regulation, and development and maintenance of alcohol use disorders.
The magnetic resonance-derived variables used in this study
may provide additional information regarding the prediction
and neurobiological correlates of resumption of hazardous drinking.
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