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眶额皮质中的衔接蛋白复合体2可预测酒精使用障碍。

Adaptor protein complex 2 in the orbitofrontal cortex predicts alcohol use disorder.

作者信息

Mulholland Patrick J, Berto Stefano, Wilmarth Phillip A, McMahan Christopher, Ball Lauren E, Woodward John J

出版信息

bioRxiv. 2023 Aug 17:2023.05.28.542637. doi: 10.1101/2023.05.28.542637.

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 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 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.

摘要

酒精使用障碍(AUD)是一种危及生命的疾病,其特征是强迫性饮酒、认知缺陷和社会功能障碍,尽管存在负面后果仍会持续。患有AUD的个体无法控制饮酒,这可能涉及到皮质区域的功能缺陷,而这些区域通常会平衡具有奖励和风险双重因素的行为。其中,眶额皮质(OFC)在目标导向行为中起着关键作用,并且被认为能够维持奖励价值的表征以指导决策。在本研究中,我们使用蛋白质组学、生物信息学、机器学习和反向遗传学方法,分析了从年龄和性别匹配的对照受试者以及患有AUD的受试者中收集的死后OFC脑样本。在蛋白质组学筛选中鉴定出的4500多种独特蛋白质中,有47种蛋白质在性别上存在显著差异,这些蛋白质在调节细胞外基质和轴突结构的过程中富集。基因本体富集分析表明,在AUD病例中差异表达的蛋白质涉及突触和线粒体功能,以及跨膜转运蛋白活性。对酒精敏感的OFC蛋白质也与异常的社会行为和社交互动有关。对死后OFC蛋白质组的机器学习分析揭示了突触前(如AP2A1)和线粒体蛋白质的失调,这些失调预测了AUD的发生和严重程度。使用反向遗传学方法验证一种靶蛋白,我们发现前额叶表达与遗传背景不同的雄性和雌性小鼠品系中的自愿饮酒显著相关。此外,在该区间继承C57BL/6J等位基因的重组近交系比继承DBA/2J等位基因的品系消耗更多的酒精。总之,这些发现突出了过量饮酒对人类OFC蛋白质组的影响,并确定了控制AUD个体饮酒的重要跨物种皮质机制和蛋白质。

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