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Adaptor protein complex 2 in the orbitofrontal cortex predicts alcohol use disorder
Abstract:
Alcohol use disorder (AUD) is a life-threatening disease characterized by compulsive drinking, cognitive deficits, and social impairment that continue despite negative consequences. The inability of individuals with AUD to regulate drinking may involve functional deficits in cortical areas that normally balance actions that have aspects of both reward and risk. Among these, the orbitofrontal cortex (OFC) is critically involved in goal-directed behavior and is thought to maintain a representation of reward value that guides decision making. In the present study, we analyzed post-mortem OFC brain samples collected from age- and sex-matched control subjects and those with AUD using proteomics, bioinformatics, machine learning, and reverse genetics approaches. Of the 4,500+ total unique proteins identified in the proteomics screen, there were 47 proteins that differed significantly by sex that were enriched in processes regulating extracellular matrix and axonal structure. Gene ontology enrichment analysis revealed that proteins differentially expressed in AUD cases were involved in synaptic and mitochondrial function, as well as transmembrane transporter activity. Alcohol-sensitive OFC proteins also mapped to abnormal social behaviors and social interactions. Machine learning analysis of the post-mortem OFC proteome revealed dysregulation of presynaptic (e.g., AP2A1) and mitochondrial proteins that predicted the occurrence and severity of AUD. Using a reverse genetics approach to validate a target protein, we found that prefrontal Ap2a1 expression significantly correlated with voluntary alcohol drinking in male and female genetically diverse mouse strains. Moreover, recombinant inbred strains that inherited the C57BL/6J allele at the Ap2a1 interval consumed higher amounts of alcohol than those that inherited the DBA/2J allele. Together, these findings highlight the impact of excessive alcohol consumption on the human OFC proteome and identify important cross-species cortical mechanisms and proteins that control drinking in individuals with AUD.
Insights
This study reveals that alcohol use disorder (AUD) alters proteins in the orbitofrontal cortex (OFC), impacting brain function and predicting drinking behavior. Key protein changes in the OFC offer insights into AUD mechanisms across species.
Area of Science:
- Neuroscience
- Proteomics
- Genetics
Background:
- Alcohol use disorder (AUD) is a severe condition marked by compulsive drinking and cognitive impairment.
- The orbitofrontal cortex (OFC) plays a crucial role in decision-making and reward processing, potentially implicated in AUD.
- Understanding the molecular underpinnings of AUD in the OFC is vital for developing effective treatments.
Approach:
- Proteomic analysis of post-mortem orbitofrontal cortex samples from individuals with and without AUD.
- Bioinformatics and machine learning were used to identify differentially expressed proteins and predict AUD severity.
- Reverse genetics in mouse models validated the role of specific proteins, like AP2A1, in alcohol consumption.
Key Points:
- Over 4,500 proteins were identified, with 47 sex-specific proteins linked to extracellular matrix and axonal structure.
- Proteins differentially expressed in AUD cases were associated with synaptic function, mitochondrial activity, and transmembrane transport.
- Machine learning identified dysregulated presynaptic and mitochondrial proteins, including AP2A1, as predictors of AUD.
- Prefrontal Ap2a1 expression correlated with alcohol intake in mice, and specific alleles influenced consumption levels.
Conclusions:
- Excessive alcohol consumption significantly impacts the human OFC proteome.
- Identified OFC proteins and mechanisms offer cross-species insights into controlling alcohol drinking.
- This research highlights potential therapeutic targets for alcohol use disorder.
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