Adaptor protein complex 2 in the orbitofrontal cortex predicts alcohol use disorder
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 norm...
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Published in | Molecular psychiatry Vol. 28; no. 11; pp. 4766 - 4776 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
London
Nature Publishing Group UK
01.11.2023
Nature Publishing Group |
Subjects | |
Online Access | Get full text |
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Summary: | 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. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 AUTHOR CONTRIBUTIONS P.J.M. and J.J.W. conceived and coordinated the project. L.E.B. designed and conducted the TMTpro experiment. P.A.W. processed the proteomics data. S.B. and P.J.M. analyzed the data. P.J.M. performed the concordance analysis and bioinformatics and reverse genetics experiments. C.M. performed the machine learning analysis. P.J.M. wrote the manuscript. P.J.M, J.J.W., L.E.B., S.B., P.A.W., and C.M. revised and edited the manuscript. P.J.M. supervised the overall project and provided funding and resources. |
ISSN: | 1359-4184 1476-5578 1476-5578 |
DOI: | 10.1038/s41380-023-02236-3 |