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PiRATeMC: A highly flexible, scalable, and low-cost system for obtaining high quality video recordings for behavioral neuroscience PiRATeMC:一个高度灵活、可扩展、低成本的系统,用于获取行为神经科学的高质量视频记录
Pub Date : 2023-06-17 DOI: 10.1016/j.addicn.2023.100108
Samuel W. Centanni , Alexander C.W. Smith

With the rapidly accelerating adoption of machine-learning based rodent behavioral tracking tools, there is an unmet need for a method of acquiring high quality video data that is scalable, flexible, and relatively low-cost. Many experimenters use webcams, GoPros, or other commercially available cameras that can be expensive, offer minimal flexibility of recording parameters, and not optimized for recording rodent behavior, leading to suboptimal and inconsistent video quality. Furthermore, commercially available products are not conducive for synchronizing multiple cameras, or interfacing with third-party equipment to allow time-locking of video to other equipment such as microcontrollers for closed-loop experiments. We present a low-cost, customizable ecosystem of behavioral recording equipment, PiRATeMC (Pi-based Remote Acquisition Technology for Motion Capture) based on Raspberry Pi Camera Boards with the ability to acquire high quality recordings in bright/low light, or dark conditions under infrared light. PiRATeMC offers users control over nearly every recording parameter, and can be fine-tuned to produce optimal videos in any behavioral apparatus. This setup can be scaled up for synchronous control of any number of cameras via a self-contained network without burdening institutional network infrastructure. The Raspberry Pi is an excellent platform with a large online community designed for novice and inexperienced programmers interested in using an open-source recording system. Importantly, PiRATeMC supports TTL and serial communication, allowing for synchronization and interfacing of video recording with behavioral or other third-party equipment. In sum, PiRATeMC minimizes the cost-prohibitive nature of conducting and analyzing high quality behavioral neuroscience studies, thereby increasing accessibility to behavioral neuroscience.

随着基于机器学习的啮齿动物行为跟踪工具的迅速普及,对一种可扩展、灵活且相对低成本的获取高质量视频数据的方法的需求没有得到满足。许多实验者使用网络摄像头、GoPros或其他商业上可用的摄像头,这些摄像头可能很昂贵,记录参数的灵活性很低,并且没有针对记录啮齿动物的行为进行优化,导致视频质量不理想且不一致。此外,商用产品不利于同步多个摄像头,也不利于与第三方设备接口,以允许将视频时间锁定到其他设备,如用于闭环实验的微控制器。我们提供了一个低成本、可定制的行为记录设备生态系统,即基于Raspberry Pi相机板的PiRATeMC(基于Pi的运动捕捉远程采集技术),能够在明亮/微光或黑暗条件下在红外光下获取高质量的记录。PiRATeMC为用户提供了对几乎所有录制参数的控制,并且可以在任何行为设备中进行微调以生成最佳视频。这种设置可以扩大规模,通过独立的网络同步控制任何数量的摄像机,而不会给机构网络基础设施带来负担。Raspberry Pi是一个优秀的平台,拥有一个大型在线社区,专为有兴趣使用开源录音系统的新手和缺乏经验的程序员设计。重要的是,PiRATeMC支持TTL和串行通信,允许视频录制与行为或其他第三方设备的同步和接口。总之,PiRATeMC最大限度地减少了进行和分析高质量行为神经科学研究的成本高昂性,从而增加了行为神经科学的可及性。
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引用次数: 2
Synaptic remodeling of GluA1 and GluA2 expression in the nucleus accumbens promotes susceptibility to cognitive deficits concomitant with downstream GSK3β mediated neurotoxicity in female mice during abstinence from voluntary oral methamphetamine 在雌性小鼠自愿口服甲基苯丙胺戒断期间,伏隔核中GluA1和GluA2表达的突触重塑促进了认知缺陷伴随下游GSK3β介导的神经毒性的易感性
Pub Date : 2023-06-16 DOI: 10.1016/j.addicn.2023.100112
Nicoletta Memos , Jorge A. Avila , Edgar Rodriguez , Peter A. Serrano

Stimulant-use disorders can present with long-term cognitive and mental health deficits. Little is known about the underlying molecular mechanisms perpetuating sex differences in cognitive and behavioral deficits in preclinical models of addiction to stimulants such as methamphetamine (MA). The current study investigated the neurochemical shifts underlying sex disparities in MA-induced working memory deficits and an addictive phenotype following abstinence from chronic MA abuse. We used our previously reported mouse model of voluntary oral methamphetamine administration (VOMA) consisting of an acquisition phase (days 1–14) characterized by escalating doses of MA and a binge phase (days 14–28) characterized by static doses. Female VOMA mice exhibited sustained MA consumption during the binge phase, demonstrating sex-specific vulnerabilities to the maintenance of MA addiction. The 8-arm radial maze was used to test spatial working memory performance following abstinence from VOMA. Results indicate working memory deficits correlated to higher MA consumption in females only. Hippocampal and accumbal tissue were collected and analyzed by immunoblotting. Female VOMA mice had decreased GluA1, but not GluA2, in the hippocampus, which may perpetuate synaptic destabilization and working memory deficits. Female-specific increases in GluA1 and p-GSK3β expression in accumbal tissue suggest vulnerability toward abstinence-induced drug craving and heightened downstream neurotoxicity. Our study reveals female-specific neurochemical shifts in hippocampal and accumbal AMPA receptor signaling following abstinence from chronic MA consumption that may perpetuate female susceptibility to MA-induced cognitive deficits. These data demonstrate a novel molecular pathway that would exacerbate memory deficits and perpetuate an addictive phenotype in female populations following MA abuse.

兴奋剂使用障碍可表现为长期的认知和精神健康缺陷。对于甲基苯丙胺(MA)等兴奋剂成瘾的临床前模型中导致认知和行为缺陷性别差异的潜在分子机制,我们知之甚少。目前的研究调查了MA诱导的工作记忆缺陷和慢性MA滥用戒断后的成瘾表型的性别差异背后的神经化学变化。我们使用了先前报道的自愿口服甲基苯丙胺小鼠模型(VOMA),该模型包括以MA剂量递增为特征的获取阶段(1-14天)和以静态剂量为特征的暴食阶段(14-28天)。雌性VOMA小鼠在暴食期表现出持续的MA消耗,显示出对MA成瘾维持的性别特异性脆弱性。采用八臂径向迷宫测试戒断VOMA后的空间工作记忆表现。结果表明,工作记忆缺陷仅与女性较高的MA消耗相关。收集海马和伏隔区组织,进行免疫印迹分析。雌性VOMA小鼠海马体中的GluA1减少,但GluA2没有减少,这可能使突触不稳定和工作记忆缺陷长期存在。女性伏隔组织中GluA1和p-GSK3β表达的特异性增加表明,她们容易受到戒断引起的药物渴求和下游神经毒性的影响。我们的研究揭示了女性特异性的海马和伏隔区AMPA受体信号的神经化学变化,这可能使女性对MA诱导的认知缺陷的易感性永续存在。这些数据证明了一种新的分子途径会加剧记忆缺陷,并使女性滥用MA后的成瘾表型永续存在。
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引用次数: 0
Nucleus accumbens shell neurons’ early sensitivity to cocaine is associated with future increases in drug intake 伏隔核壳神经元对可卡因的早期敏感性与未来药物摄入量的增加有关
Pub Date : 2023-06-14 DOI: 10.1016/j.addicn.2023.100107
Ashley K. Crawley , Anirudh Sharma , Kevin R. Coffey , Mark O. West , David J. Barker

The striatum, both dorsal and ventral, is strongly implicated in substance use disorder. Chronic consumption of abused substances, such as cocaine, can cause an oversaturation of mesostriatal dopamine, which results in alterations in the firing of striatal neurons. While most preclinical studies of drug self-administration (S-A) are focused on these alterations, individual differences in a subject's early responses to drugs can also account for substantial differences in addiction susceptibility. In this study, we modeled longitudinal pharmacokinetics using data from a previous longitudinal study (Coffey et al., 2015) and aimed to determine if firing in specific dorsal and ventral striatal subregions was subject to changes across chronic cocaine S-A, and if individual animal differences in striatal firing in response to early drug exposure correlated with increases in drug intake. We observed that the firing patterns of nucleus accumbens (NAc) core and shell neurons exhibited increasing sensitivity to cocaine over the first 6 S-A sessions and maintained a strong negative correlation between drug intake and neuronal firing rates across chronic S-A. Moreover, we observed that the early sensitivity of NAc shell neurons to cocaine correlated with future increases in drug intake. Specifically, rats whose NAc shell neurons were most inhibited by increasing levels of cocaine upon first exposure exhibited the strongest increases in cocaine intake over time. If this difference can be linked to a genetic difference, or druggable targets, it may be possible to screen for similar addiction susceptibility in humans or develop novel preemptive pharmacotherapies.

背侧和腹侧纹状体与物质使用障碍密切相关。长期服用滥用物质,如可卡因,会导致中纹状体多巴胺过度饱和,从而导致纹状体神经元放电的改变。虽然大多数药物自我给药(S-A)的临床前研究都集中在这些改变上,但受试者对药物早期反应的个体差异也可以解释成瘾易感性的实质性差异。在本研究中,我们利用之前纵向研究的数据(Coffey et al., 2015)建立了纵向药代动力学模型,旨在确定慢性可卡因S-A期间特定背侧和腹侧纹状体亚区放电是否会发生变化,以及早期药物暴露后纹状体放电的个体动物差异是否与药物摄入量的增加相关。我们观察到伏隔核(NAc)核心和壳神经元的放电模式在前6次S-A过程中对可卡因的敏感性增加,并且在慢性S-A过程中药物摄入与神经元放电率之间保持强烈的负相关。此外,我们观察到NAc壳神经元对可卡因的早期敏感性与未来药物摄入量的增加有关。具体来说,在第一次接触可卡因时,NAc外壳神经元受到最大程度抑制的大鼠,随着时间的推移,可卡因摄入量的增加幅度最大。如果这种差异可以与基因差异或药物靶点联系起来,那么就有可能筛选人类类似的成瘾易感性或开发新的先发制人的药物治疗方法。
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引用次数: 0
Electronic Vaporization of Nicotine Salt or Freebase produces differential effects on metabolism, neuronal activity and behavior in male and female C57BL/6J mice 电子汽化烟碱盐或Freebase对雄性和雌性C57BL/6J小鼠的代谢、神经元活动和行为产生不同的影响
Pub Date : 2023-06-01 DOI: 10.1016/j.addicn.2023.100082
Maria Echeveste Sanchez , ManHua Zhu , Sarah Magee , Shyenne Grady , Hayley Guerry , Tara N. Guhr-Lee , Charles R. Esther Jr , Melissa A Herman

The use of Electronic Nicotine Delivery Systems (ENDS) is increasing in prevalence and popularity. ENDS are a rapidly evolving technology as devices and e-liquid formulations adapt to policy restrictions and market demand. To identify the impacts of nicotine formulation and concentration, we exposed female and male C57BL/6J mice to passive electronic vaporization of different nicotine formulations (freebase or salt) and concentrations (1% or 3%) and measured serum nicotine metabolite levels, brain activity by cFos expression, and anxiety-like and motivated behavior using the novelty suppressed feeding test. We found that the 3% freebase nicotine vapor group displayed significantly higher serum nicotine levels than either 1% or 3% nicotine salt formulations, and female mice displayed higher serum nicotine and cotinine levels compared to males. Central amygdala (CeA) activity was significantly elevated in male mice following nicotine vapor exposure, but the increase was not significantly different between nicotine vapor groups. CeA activity in female mice was unaffected. In contrast, increased activity in the ventral tegmental area (VTA) was only observed in female mice exposed to 3% nicotine freebase and specifically in the dopaminergic population. Anxiety-like behavior in female mice was relatively unaffected by nicotine vapor exposure, however male mice displayed increased anxiety-like behavior and reduced motivation to feed after vapor exposure, specifically in the 3% freebase group. These results identify important sex differences in the impact of nicotine formulation and concentration on nicotine metabolism, brain region-specific activity and anxiety-like behavior, which may have significant relevance for different consequences of vaping in men and women.

电子尼古丁输送系统(ENDS)的使用越来越普遍和普及。随着设备和电子烟液配方适应政策限制和市场需求,终端是一项迅速发展的技术。为了确定尼古丁配方和浓度的影响,我们将雌性和雄性C57BL/6J小鼠暴露于不同尼古丁配方(freebase或salt)和浓度(1%或3%)的被动电子蒸发中,并通过cFos表达测量血清尼古丁代谢物水平,大脑活动以及使用新奇抑制喂养试验测量焦虑样和动机行为。我们发现,3% freebase尼古丁蒸汽组的血清尼古丁水平明显高于1%或3%尼古丁盐配方,雌性小鼠的血清尼古丁和可替宁水平高于雄性小鼠。暴露于尼古丁蒸气后,雄性小鼠中央杏仁核(CeA)活性显著升高,但各组间差异不显著。雌性小鼠的CeA活性未受影响。相比之下,腹侧被盖区(VTA)的活动增加仅在暴露于3%尼古丁游离碱的雌性小鼠中观察到,特别是在多巴胺能群体中。雌性小鼠的焦虑样行为相对不受尼古丁蒸气暴露的影响,然而雄性小鼠在尼古丁蒸气暴露后表现出增加的焦虑样行为和减少的进食动机,特别是在3% freebase组。这些结果确定了尼古丁配方和浓度对尼古丁代谢、大脑特定区域活动和焦虑样行为的影响存在重要的性别差异,这可能与男性和女性吸电子烟的不同后果有重要关联。
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引用次数: 2
Medication adherence in tobacco cessation clinical trials 戒烟临床试验中的药物依从性
Pub Date : 2023-06-01 DOI: 10.1016/j.addicn.2023.100069
Kevin M. Walton, Evan S. Herrmann

Adherence is a critical mediator of treatment outcome across health conditions and low rates of adherence undermine success in smoking cessation treatment. This narrative review provides an overview of different techniques that can be used to measure adherence to smoking cessation treatments and outlines strategies to address treatment adherence. Techniques to measure adherence include conducting pill counts, collecting self-reports of adherence, directly observed therapy, biochemical verification methods, and electronic data collection via medication events monitoring systems. Techniques examined for increasing tobacco cessation treatment adherence include counseling, automated adherence calls, feedback from electronic monitors, contingency management and directly observed therapy. Adherence monitoring and optimization should be a standard component of smoking cessation treatment research.

依从性是健康状况下治疗结果的关键中介因素,低依从性会破坏戒烟治疗的成功。这篇叙述性综述概述了可用于衡量戒烟治疗依从性的不同技术,并概述了解决治疗依从性问题的策略。衡量依从性的技术包括进行药丸计数、收集依从性的自我报告、直接观察治疗、生物化学验证方法以及通过药物事件监测系统收集电子数据。提高戒烟治疗依从性的技术包括咨询、自动依从性电话、电子监视器的反馈、应急管理和直接观察治疗。依从性监测和优化应该是戒烟治疗研究的标准组成部分。
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引用次数: 2
Determining impacts of prenatal cannabis exposure on cannabis vapor self-administration using a novel response-contingent vapor model in pregnant rat dams 确定产前大麻暴露对大麻蒸汽自我管理的影响,使用一种新的反应-偶然蒸汽模型在怀孕大鼠坝
Pub Date : 2023-06-01 DOI: 10.1016/j.addicn.2023.100071
Halle V. Weimar , Alexandra N. Malena , Darren E. Ginder , Amanda M. Brown , Nicholas C. Glodosky , Samantha L. Baglot , Matthew N. Hill , Ryan J. McLaughlin

Cannabis use during pregnancy is becoming increasingly common despite a lack of knowledge regarding its long-term effects on developing offspring. Determining effects of prenatal cannabis exposure on cannabis use later in life has been especially difficult given the problems inherent to traditional models of cannabinoid self-administration. Thus, we adopted a model of response-contingent cannabis vapor delivery in pregnant rat dams to investigate impacts of maternal cannabis use on reinforcing properties of ∆9-tetrahydrocannabinol (THC)-rich cannabis vapor in offspring. Rat dams were trained to self-administer a vaporized cannabis extract or vehicle vapor in 1-hr sessions twice daily until 24-48 hr prior to parturition, while a third group received no vapor exposure. Cannabis vapor self-administration was assessed in adult offspring using a 22-day escalating reinforcement schedule that culminated in a 3 hr progressive ratio challenge. Dams reliably self-administered cannabis vapor during the gestational period and showed better discrimination for the vapor-paired nosepoke than vehicle self-administering dams. In accordance with human data, cannabis-exposed offspring displayed lower birthweights than vehicle-exposed offspring. Effects of prenatal cannabis exposure on vapor self-administration in adult offspring differed by sex. Male cannabis-exposed offspring made fewer active responses and earned fewer vapor deliveries than vehicle-exposed offspring, regardless of their assigned vapor condition. Conversely, female offspring showed higher rates of responding for cannabis relative to vehicle, but rates of self-administration were unaffected by prenatal cannabis exposure. Altogether, these data demonstrate feasibility of response-contingent cannabis vapor delivery in pregnant rat dams and indicate paradoxical suppressive effects on vapor self-administration in male offspring.

怀孕期间使用大麻变得越来越普遍,尽管缺乏对其对后代发育的长期影响的了解。考虑到大麻素自我给药的传统模式固有的问题,确定产前大麻暴露对以后生活中使用大麻的影响尤其困难。因此,我们采用响应-随机大麻蒸汽输送模型,研究母体使用大麻对后代富∆9-四氢大麻酚(THC)大麻蒸汽增强特性的影响。大鼠被训练为每天两次,每次1小时,自我管理蒸发的大麻提取物或车辆蒸汽,直到分娩前24-48小时,而第三组没有蒸汽暴露。成年后代使用22天的逐步强化计划评估大麻蒸汽自我管理,最终以3小时的渐进比例挑战告终。在妊娠期,水坝可靠地自我管理大麻蒸汽,并且对蒸汽配对鼻刺比车辆自我管理水坝表现出更好的歧视。根据人类数据,接触大麻的后代的出生体重低于接触汽车的后代。产前大麻暴露对成年后代蒸汽自我管理的影响因性别而异。与车辆暴露的后代相比,暴露于大麻的雄性后代做出的主动反应更少,获得的蒸汽量也更少,无论它们被分配的蒸汽条件如何。相反,女性后代对大麻的反应率高于车辆,但自我给药率不受产前大麻暴露的影响。总之,这些数据证明了在怀孕大鼠中反应性大麻蒸汽输送的可行性,并表明雄性后代对蒸汽自我施用的矛盾抑制作用。
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引用次数: 3
Biomarkers of Electronic Nicotine Delivery Systems (ENDS) use 电子尼古丁传递系统(ENDS)使用的生物标志物
Pub Date : 2023-06-01 DOI: 10.1016/j.addicn.2023.100077
Maciej L. Goniewicz

This perspective summarizes available evidence on biomarkers of exposure in electronic nicotine delivery system (ENDS) users to aid the overall assessment of the health consequences of using ENDS. Identification of novel biomarkers of exposure specific to ENDS use remains challenging because chemicals emitted from ENDS devices have many familiar sources. The biomarker levels of many tobacco-related toxicants measured in biological samples collected from ENDS users did not differ significantly from non-users, except for nicotine metabolites and a small number of biomarkers of exposure to volatile organic compounds and tobacco-specific tobacco nitrosamines. Several studies have shown that while exposed to nicotine, long-term exclusive ENDS users showed significantly lower levels of toxicant biomarkers than cigarette smokers. Studies have also shown that concurrent users of ENDS and combustible cigarettes (‘dual users’) are not reducing overall exposure to harmful toxicants compared to exclusive cigarette smokers. Because of an absence of validated ENDS-specific biomarkers, we recommend combining several biomarkers to differentiate tobacco product user groups in population-based studies and monitor ENDS compliance in randomized controlled trials. Using a panel of biomarkers would provide a better understanding of health effects related to ENDS use.

该观点总结了电子尼古丁递送系统(ENDS)使用者暴露的生物标志物的可用证据,以帮助全面评估使用ENDS的健康后果。由于ENDS设备释放的化学物质有许多常见的来源,因此识别ENDS使用特有的新的暴露生物标志物仍然具有挑战性。在从ENDS使用者收集的生物样本中测量的许多烟草相关毒物的生物标志物水平与非使用者没有显著差异,除了尼古丁代谢产物和少量暴露于挥发性有机化合物和烟草特异性烟草亚硝胺的生物标记物。几项研究表明,长期使用ENDS的人在接触尼古丁时,其毒性生物标志物水平明显低于吸烟者。研究还表明,与单纯吸烟的人相比,同时使用ENDS和可燃香烟的人(“双重使用者”)并没有减少对有害有毒物质的总体接触。由于缺乏经验证的ENDS特异性生物标志物,我们建议在基于人群的研究中结合几种生物标志物来区分烟草产品使用者群体,并在随机对照试验中监测ENDS依从性。使用一组生物标志物将更好地了解ENDS使用对健康的影响。
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引用次数: 2
Toward neuromarkers for tailored smoking cessation treatments 为量身定制的戒烟治疗寻找神经标记
Pub Date : 2023-06-01 DOI: 10.1016/j.addicn.2023.100075
Francesco Versace, Jason D. Robinson, Paul M. Cinciripini

Neurobiological models of addiction attribute vulnerability to compulsive drug use to dysregulated activity within the neural networks that underlie reward and executive functions. Empirical evidence suggests that (a) attributing high motivational salience to drug-related stimuli leads to compulsive drug seeking and (b) cognitive control deficits lead to compulsive drug taking. Noninvasive neuroimaging techniques enable brain activity monitoring during affective and cognitive processing and could pave the way to precision medicine for substance use disorders. Identifying robust neuromarkers of affective and cognitive dysregulation would allow clinicians to personalize treatments by targeting individual psychophysiological vulnerabilities. However, methodological choices have biased the field toward experimental paradigms that cannot optimally assess individual differences in the motivational salience of drug-related cues and in the ability to control drug-related decisions, hindering the identification of clinically relevant neuromarkers. Here we show that (a) accounting for neuroaffective reactivity to non-drug-related motivationally relevant stimuli when measuring the attribution of motivational salience to drug-related cues, and (b) assessing brain activity while participants make drug-related decisions with immediate consequences, yield replicable neuromarkers with potential clinical relevance. While we use tobacco use disorder as a model, we also show that the methodological issues highlighted here are relevant to other disorders characterized by maladaptive appetitive behaviors.

成瘾的神经生物学模型将强迫性药物使用的脆弱性归因于作为奖励和执行功能基础的神经网络中的失调活动。经验证据表明,(a)将高动机显著性归因于与药物相关的刺激会导致强迫性药物寻求,(b)认知控制缺陷会导致强迫服药。非侵入性神经成像技术能够在情感和认知过程中监测大脑活动,并为药物使用障碍的精确医学铺平道路。识别情感和认知失调的强大神经标记将使临床医生能够通过针对个体心理生理脆弱性来个性化治疗。然而,方法论的选择使该领域偏向于实验范式,这些范式无法最佳评估药物相关线索的动机显著性和控制药物相关决策能力的个体差异,阻碍了临床相关神经标志物的识别。在这里,我们发现(a)在测量动机显著性对药物相关线索的归因时,考虑对非药物相关动机相关刺激的神经情感反应,以及(b)在参与者做出具有直接后果的药物相关决策时评估大脑活动,产生具有潜在临床相关性的可复制神经标记。虽然我们使用烟草使用障碍作为模型,但我们也表明,这里强调的方法论问题与其他以适应不良食欲行为为特征的障碍有关。
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引用次数: 3
Sex differences in addiction-relevant behavioral outcomes in rodents following early life stress 啮齿动物早期生活压力后成瘾相关行为结果的性别差异
Pub Date : 2023-06-01 DOI: 10.1016/j.addicn.2023.100067
Millie Rincón-Cortés

In humans, exposure to early life stress (ELS) is an established risk factor for the development of substance use disorders (SUDs) during later life. Similarly, rodents exposed to ELS involving disrupted mother-infant interactions, such as maternal separation (MS) or adverse caregiving due to scarcity-adversity induced by limited bedding and nesting (LBN) conditions, also exhibit long-term alterations in alcohol and drug consumption. In both humans and rodents, there is a range of addiction-related behaviors that are associated with drug use and even predictive of subsequent SUDs. In rodents, these include increased anxiety-like behavior, impulsivity, and novelty-seeking, altered alcohol and drug intake patterns, as well as disrupted reward-related processes involving consummatory and social behaviors. Importantly, the expression of these behaviors often varies throughout the lifespan. Moreover, preclinical studies suggest that sex differences play a role in how exposure to ELS impacts reward and addiction-related phenotypes as well as underlying brain reward circuitry. Here, addiction-relevant behavioral outcomes and mesolimbic dopamine (DA) dysfunction resulting from ELS in the form of MS and LBN are discussed with a focus on age- and sex-dependent effects. Overall, these findings suggest that ELS may increase susceptibility for later life drug use and SUDs by interfering with the normal maturation of reward-related brain and behavioral function.

在人类中,早期生活压力(ELS)是后期生活中发生物质使用障碍(SUD)的一个既定风险因素。同样,暴露于ELS的啮齿类动物也表现出长期的酒精和药物消耗变化,这些ELS涉及母婴互动中断,如母亲分离(MS)或因有限的床上用品和筑巢(LBN)条件引起的稀缺逆境而产生的不良照顾。在人类和啮齿类动物中,都存在一系列与成瘾相关的行为,这些行为与药物使用有关,甚至可以预测随后的SUD。在啮齿类动物中,这些症状包括焦虑样行为、冲动和新奇感的增加,酒精和药物摄入模式的改变,以及涉及完善和社交行为的奖励相关过程的中断。重要的是,这些行为的表现在整个生命周期中往往是不同的。此外,临床前研究表明,性别差异在暴露于ELS如何影响奖赏和成瘾相关表型以及潜在的大脑奖赏回路中发挥作用。在这里,讨论了以MS和LBN形式的ELS导致的成瘾相关行为结果和中边缘多巴胺(DA)功能障碍,重点是年龄和性别依赖性影响。总的来说,这些发现表明,ELS可能通过干扰奖励相关大脑和行为功能的正常成熟,增加晚年药物使用和SUD的易感性。
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引用次数: 5
Model based control can give rise to devaluation insensitive choice 基于模型的控制可能导致对贬值不敏感的选择
Pub Date : 2023-06-01 DOI: 10.1016/j.addicn.2023.100070
Neil Garrett , Sean Allan , Nathaniel D. Daw

Influential recent work aims to ground psychiatric dysfunction in the brain's basic computational mechanisms. For instance, the compulsive symptoms that feature prominently in drug abuse and addiction have been argued to arise from over reliance on a habitual “model-free” system in contrast to a more laborious “model-based” system. Support for this account comes in part from failures to appropriately change behavior in light of new events. Notably, instrumental responding can, in some circumstances, persist despite reinforcer devaluation, perhaps reflecting control by model-free mechanisms that are driven by past reinforcement rather than knowledge of the (now devalued) outcome. However, another line of theory posits a different mechanism – latent causal inference – that can modulate behavioral change. It concerns how animals identify different contingencies that apply in different circumstances, by covertly clustering experiences into distinct groups. Here we combine both lines of theory to investigate the consequences of latent cause inference on instrumental sensitivity to reinforcer devaluation. We show that instrumental insensitivity to reinforcer devaluation can arise in this theory even using only model-based planning, and does not require or imply any habitual, model-free component. These ersatz habits (like laboratory ones) emerge after overtraining, interact with contextual cues, and show preserved sensitivity to reinforcer devaluation on a separate consumption test, a standard control. Together, this work highlights the need for caution in using reinforcer devaluation procedures to rule in (or out) the contribution of different learning mechanisms and offers a new perspective on the neurocomputational substrates of drug abuse.

最近有影响力的工作旨在将精神功能障碍建立在大脑的基本计算机制中。例如,药物滥用和成瘾中突出的强迫症状被认为是由于过度依赖习惯性的“无模型”系统,而不是更费力的“基于模型”系统。对该帐户的支持部分来自于未能根据新事件适当更改行为。值得注意的是,在某些情况下,尽管强化货币贬值,但工具性反应可能会持续存在,这可能反映了由过去强化而非对(现在贬值)结果的了解驱动的无模型机制的控制。然而,另一条理论线提出了一种不同的机制——潜在的因果推断——可以调节行为变化。它关注的是动物如何通过将经验秘密地聚集到不同的群体中,来识别适用于不同环境的不同突发事件。在这里,我们将两种理论结合起来,研究潜在原因推断对工具对强化贬值敏感性的影响。我们表明,即使只使用基于模型的规划,也可能在该理论中产生对强化货币贬值的工具不敏感,并且不需要或暗示任何习惯的、无模型的组件。这些伪习惯(如实验室习惯)在过度训练后出现,与上下文线索相互作用,并在单独的消费测试(标准对照)中显示出对强化贬值的敏感性。总之,这项工作强调了在使用强化物贬值程序来排除(或排除)不同学习机制的贡献时需要谨慎,并为药物滥用的神经计算基础提供了一个新的视角。
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Addiction neuroscience
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