Behavioral and genetic markers of susceptibility to escalate fentanyl intake.

Jack Keady, Richard Charnigo, Jakob D Shaykin, Emily R Prantzalos, Mengfan Xia, Emily Denehy, Cody Bumgardner, Justin Miller, Pavel Ortinski, Michael Bardo, Jill R Turner
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引用次数: 0

Abstract

Background: The ″loss of control″ over drug consumption, present in opioid use disorder (OUD) and known as escalation of intake, is well-established in preclinical rodent models. However, little is known about how antecedent behavioral characteristics, such as valuation of hedonic reinforcers prior to drug use, may impact the trajectory of fentanyl intake over time. Moreover, it is unclear if distinct escalation phenotypes may be driven by genetic markers predictive of OUD susceptibility.

Methods: Male and female Sprague-Dawley rats (n=63) were trained in a sucrose reinforcement task using a progressive ratio schedule. Individual differences in responsivity to sucrose were hypothesized to predict escalation of fentanyl intake. Rats underwent daily 1-h acquisition sessions for i.v. fentanyl self-administration (2.5 μ g/kg; FR1) for 7 days, followed by 21 6-h escalation sessions, then tissue from prefrontal cortex was collected for RNA sequencing and qPCR. Latent growth curve and group-based trajectory modeling were used, respectively, to evaluate the association between sucrose reinforcement and fentanyl self-administration and to identify whether distinct escalation phenotypes can be linked to gene expression patterns.

Results: Sucrose breakpoints were not predictive of fentanyl acquisition nor change during escalation, but did predict fentanyl intake on the first day of extended access to fentanyl. Permutation analyses did not identify associations between behavior and single gene expression when evaluated overall, or between our ascertained phenotypes. However, weighted genome correlation network analysis (WGCNA) and gene set enrichment analysis (GSEA) determined several gene modules linked to escalated fentanyl intake, including genes coding for voltage-gated potassium channels, calcium channels, and genes involved in excitatory synaptic signaling. Transcription factor analyses identified EZH2 and JARID2 as potential transcriptional regulators associated with escalated fentanyl intake. Genome-wide association study (GWAS) term categories were also generated and positively associated with terms relating to substance use disorders.

Discussion: Escalation of opioid intake is largely distinct from motivation for natural reward, such as sucrose. Further, the gene networks associated with fentanyl escalation suggest that engagement of select molecular pathways distinguish individuals with ″addiction prone″ behavioral endophenotypes, potentially representing druggable targets for opioid use disorder. Our extended in silico identification of SNPs and transcription factors associated with the ″addiction prone″ high escalating rats highlights the importance of integrating findings from translational preclinical models. Through a precision medicine approach, our results may aid in the development of patient-centered treatment options for those with OUD.

增加芬太尼摄入量的行为和遗传标记。
背景:在临床前啮齿动物模型中,阿片类药物使用障碍(OUD)中存在的药物消费“失控”,被称为摄入增加。然而,人们对药物使用前的行为特征(如对享乐强化物的评估)如何随着时间的推移影响芬太尼摄入轨迹知之甚少。此外,尚不清楚是否不同的升级表型可能是由预测OUD易感性的遗传标记驱动的。方法:采用递进比例法训练雄性和雌性Sprague-Dawley大鼠63只。对蔗糖反应性的个体差异被假设为预测芬太尼摄入量的增加。大鼠进行每日1小时的获取疗程,静脉注射芬太尼(2.5µg/kg;FR1)持续7 d,然后进行21个6 h升级疗程,然后收集前额皮质组织进行RNA测序和qPCR。分别使用潜在生长曲线和基于组的轨迹模型来评估蔗糖强化与芬太尼自我给药之间的关系,并确定不同的升级表型是否与基因表达模式有关。结果:蔗糖断点不能预测芬太尼的获取和升级过程中的变化,但可以预测芬太尼延长使用的第一天的芬太尼摄入量。当整体评估时,排列分析没有发现行为和单基因表达之间的联系,也没有发现我们确定的表型之间的联系。然而,加权基因组相关网络分析(WGCNA)和基因集富集分析(GSEA)确定了几个与芬太尼摄入量增加有关的基因模块,包括编码电压门控钾通道、钙通道的基因,以及参与兴奋性突触信号传导的基因。转录因子分析发现EZH2和JARID2是与芬太尼摄入量增加相关的潜在转录调节因子。还生成了全基因组关联研究(GWAS)术语类别,并与与物质使用障碍相关的术语呈正相关。讨论:阿片类药物摄入的增加在很大程度上不同于自然奖励的动机,如蔗糖。此外,与芬太尼升级相关的基因网络表明,选择分子途径的参与区分了具有“成瘾倾向”行为内表型的个体,这可能代表阿片类药物使用障碍的药物靶点。我们扩展了与“成瘾倾向”高升级大鼠相关的snp和转录因子的计算机鉴定,强调了整合转化临床前模型研究结果的重要性。通过精准医学方法,我们的结果可能有助于开发以患者为中心的OUD患者治疗方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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