Adkins D E, McClay J L, Vunck S A, Batman A M, Vann R E, Clark S L, Souza R P, Crowley J J, Sullivan P F, van den Oord E J C G, Beardsley P M
Center for Biomarker Research and Personalized Medicine.
Genes Brain Behav. 2013 Nov;12(8):780-91. doi: 10.1111/gbb.12081. Epub 2013 Sep 30.
Behavioral sensitization has been widely studied in animal models and is theorized to reflect neural modifications associated with human psychostimulant addiction. While the mesolimbic dopaminergic pathway is known to play a role, the neurochemical mechanisms underlying behavioral sensitization remain incompletely understood. In this study, we conducted the first metabolomics analysis to globally characterize neurochemical differences associated with behavioral sensitization. Methamphetamine (MA)-induced sensitization measures were generated by statistically modeling longitudinal activity data for eight inbred strains of mice. Subsequent to behavioral testing, nontargeted liquid and gas chromatography-mass spectrometry profiling was performed on 48 brain samples, yielding 301 metabolite levels per sample after quality control. Association testing between metabolite levels and three primary dimensions of behavioral sensitization (total distance, stereotypy and margin time) showed four robust, significant associations at a stringent metabolome-wide significance threshold (false discovery rate, FDR <0.05). Results implicated homocarnosine, a dipeptide of GABA and histidine, in total distance sensitization, GABA metabolite 4-guanidinobutanoate and pantothenate in stereotypy sensitization, and myo-inositol in margin time sensitization. Secondary analyses indicated that these associations were independent of concurrent MA levels and, with the exception of the myo-inositol association, suggest a mechanism whereby strain-based genetic variation produces specific baseline neurochemical differences that substantially influence the magnitude of MA-induced sensitization. These findings demonstrate the utility of mouse metabolomics for identifying novel biomarkers, and developing more comprehensive neurochemical models, of psychostimulant sensitization.
行为敏化已在动物模型中得到广泛研究,理论上它反映了与人类精神兴奋剂成瘾相关的神经变化。虽然已知中脑边缘多巴胺能通路起作用,但行为敏化背后的神经化学机制仍未完全清楚。在本研究中,我们进行了首次代谢组学分析,以全面表征与行为敏化相关的神经化学差异。通过对八个近交系小鼠的纵向活动数据进行统计建模,生成甲基苯丙胺(MA)诱导的敏化测量值。行为测试后,对48个脑样本进行了非靶向液相和气相色谱 - 质谱分析,质量控制后每个样本产生301个代谢物水平。代谢物水平与行为敏化的三个主要维度(总距离、刻板行为和边缘时间)之间的关联测试显示,在严格的全代谢组显著性阈值(错误发现率,FDR <0.05)下有四个稳健、显著的关联。结果表明,同型肌肽(一种GABA和组氨酸的二肽)与总距离敏化有关,GABA代谢物4 - 胍基丁酸和泛酸与刻板行为敏化有关,肌醇与边缘时间敏化有关。二次分析表明,这些关联独立于同时存在的MA水平,并且除了肌醇关联外,表明一种机制,即基于品系的遗传变异产生特定的基线神经化学差异,这极大地影响了MA诱导的敏化程度。这些发现证明了小鼠代谢组学在识别新型生物标志物以及开发更全面的精神兴奋剂敏化神经化学模型方面的实用性。