fear conditioning

恐惧调理
  • 文章类型: Journal Article
    通常使用条件冻结或抑制操作性反应来评估对威胁相关线索的防御性反应。然而,大鼠表现出广泛的行为,并根据威胁和上下文的即时性改变其防御行为。这项研究旨在系统地量化响应威胁相关线索而触发的防御行为,并评估是否可以使用DeepLabCut与SimBA一起准确识别它们。
    我们使用听觉恐惧条件范式评估了对恐惧的行为反应。使用EthovisionXT对由威胁相关线索触发的可观察行为进行手动评分。随后,我们研究了地西泮(0、0.3或1mg/kg)的作用,在恐惧记忆测试之前腹膜内给药,评估其对这些行为的抗焦虑作用。然后,我们使用一系列机器学习模型开发了DeepLabCut+SimBA用于道德分析的工作流程。通过将其输出分数与手动注释的分数进行比较来评估由该管道生成的行为分类的准确性。
    我们的研究结果表明,除了条件抑制和冻结,大鼠表现出高度的风险评估行为,包括嗅探,饲养,自由空气搅拌,头部扫描。我们观察到地西泮剂量依赖性地减轻了两性的这些风险评估行为,表明我们的读数有很好的预测有效性。有足够的训练数据(大约>30,000帧包含此类行为),DeepLabCut+SimBA工作流程产生了高准确性和合理的可转移性,可以在不同的实验条件下对表现良好的行为进行分类。我们还发现,在开发DeepLabCut+SimBA工作流程时,建议在训练和评估数据集之间保持相同的条件,以实现最高的准确性。
    我们的研究结果表明,行为学分析可用于评估恐惧学习。随着DeepLabCut和SimBA的应用,这种方法为解码雄性和雌性大鼠的持续防御行为提供了一种替代方法,用于进一步研究与恐惧相关的神经生物学基础.
    UNASSIGNED: Defensive responses to threat-associated cues are commonly evaluated using conditioned freezing or suppression of operant responding. However, rats display a broad range of behaviors and shift their defensive behaviors based on immediacy of threats and context. This study aimed to systematically quantify the defensive behaviors that are triggered in response to threat-associated cues and assess whether they can accurately be identified using DeepLabCut in conjunction with SimBA.
    UNASSIGNED: We evaluated behavioral responses to fear using the auditory fear conditioning paradigm. Observable behaviors triggered by threat-associated cues were manually scored using Ethovision XT. Subsequently, we investigated the effects of diazepam (0, 0.3, or 1 mg/kg), administered intraperitoneally before fear memory testing, to assess its anxiolytic impact on these behaviors. We then developed a DeepLabCut + SimBA workflow for ethological analysis employing a series of machine learning models. The accuracy of behavior classifications generated by this pipeline was evaluated by comparing its output scores to the manually annotated scores.
    UNASSIGNED: Our findings show that, besides conditioned suppression and freezing, rats exhibit heightened risk assessment behaviors, including sniffing, rearing, free-air whisking, and head scanning. We observed that diazepam dose-dependently mitigates these risk-assessment behaviors in both sexes, suggesting a good predictive validity of our readouts. With adequate amount of training data (approximately > 30,000 frames containing such behavior), DeepLabCut + SimBA workflow yields high accuracy with a reasonable transferability to classify well-represented behaviors in a different experimental condition. We also found that maintaining the same condition between training and evaluation data sets is recommended while developing DeepLabCut + SimBA workflow to achieve the highest accuracy.
    UNASSIGNED: Our findings suggest that an ethological analysis can be used to assess fear learning. With the application of DeepLabCut and SimBA, this approach provides an alternative method to decode ongoing defensive behaviors in both male and female rats for further investigation of fear-related neurobiological underpinnings.
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  • 文章类型: Journal Article
    改善新学习和增加记忆强度的最佳方法之一是重新处理最近获得的信息,例如,再想想。突触可塑性,神经元改变彼此连接强度的过程,是学习和记忆形成的基础。然而,目前,目前尚不清楚再处理信息如何驱动突触可塑性以支持记忆改善.一项新的研究表明,后处理通过招募更多的突触来代表新的记忆,从而增强了记忆的形成,从而增强了它的力量。
    One of the best ways to improve new learning and increase memory strength is by reprocessing the recently acquired information, for example, by thinking of it again. Synaptic plasticity, the process by which neurons change the strength of their connections with each other, is fundamental for learning and memory formation. Yet, at present, it is unclear how reprocessing information drives synaptic plasticity to support memory improvement. A new study suggests that reprocessing enhances memory formation by recruiting more synapses to represent the new memory, thus increasing its strength.
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  • 文章类型: Journal Article
    不良儿童经历(ACE)是多种精神病理状况发展的主要危险因素,但是这种联系背后的机制知之甚少。联想学习包括关键机制,通过这些机制,个人学习将重要的环境输入与情感和行为反应联系起来。ACE可能会影响联想学习过程的规范成熟,导致他们在精神病理学中表现出持久的适应不良表达。在这次审查中,我们对ACE与威胁和奖励学习过程之间拟议关联的现有证据进行了系统和方法学综述和整合.我们总结了系统文献检索的结果(遵循PRISMA指南),共发表了81篇文章(威胁:n=38,奖励:n=43)。在威胁和奖励学习领域,行为上,我们在有ACE病史的个体中观察到了一种异常学习的趋同模式,独立于其他样本特征,特定的ACE类型,和结果措施。具体来说,钝化的威胁学习反映在减少威胁和安全线索之间的歧视,主要是由于对条件性威胁线索的反应减弱。此外,衰减的奖励学习表现为在涉及获取奖励偶然性的任务中降低的准确性和学习率。重要的是,尽管这两个领域的ACE评估和操作存在显著异质性,但仍出现了这种模式.我们得出的结论是,钝化的威胁和奖励学习可能代表了一种机械途径,ACEs可能在生理和神经生物学上嵌入并最终赋予更大的精神病理学风险。在结束时,我们讨论了该研究领域潜在的富有成效的未来方向,包括方法学和ACE评估考虑因素。
    Adverse childhood experiences (ACEs) are a major risk factor for the development of multiple psychopathological conditions, but the mechanisms underlying this link are poorly understood. Associative learning encompasses key mechanisms through which individuals learn to link important environmental inputs to emotional and behavioral responses. ACEs may impact the normative maturation of associative learning processes, resulting in their enduring maladaptive expression manifesting in psychopathology. In this review, we lay out a systematic and methodological overview and integration of the available evidence of the proposed association between ACEs and threat and reward learning processes. We summarize results from a systematic literature search (following PRISMA guidelines) which yielded a total of 81 articles (threat: n=38, reward: n=43). Across the threat and reward learning fields, behaviorally, we observed a converging pattern of aberrant learning in individuals with a history of ACEs, independent of other sample characteristics, specific ACE types, and outcome measures. Specifically, blunted threat learning was reflected in reduced discrimination between threat and safety cues, primarily driven by diminished responding to conditioned threat cues. Furthermore, attenuated reward learning manifested in reduced accuracy and learning rate in tasks involving acquisition of reward contingencies. Importantly, this pattern emerged despite substantial heterogeneity in ACE assessment and operationalization across both fields. We conclude that blunted threat and reward learning may represent a mechanistic route by which ACEs may become physiologically and neurobiologically embedded and ultimately confer greater risk for psychopathology. In closing, we discuss potentially fruitful future directions for the research field, including methodological and ACE assessment considerations.
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  • 文章类型: Journal Article
    恐惧调理引起糖皮质激素的生理释放,有助于学习。作为糖皮质激素受体复合物中的伴侣,FKBP51调节应激诱导的糖皮质激素信号,并可能影响条件性恐惧反应。这项研究结合了分子和行为方法,以检查局部减少腹侧海马中FKBP51的表达是否足以影响与恐惧相关的行为。我们假设降低VH中的FKBP51表达将增加糖皮质激素信号传导以改变听觉恐惧条件。将成年雄性大鼠注射表达短发夹-RNA(shRNA)的腺相关病毒(AAV)载体,将FKBP5靶向到腹侧海马中以降低FKBP5水平或对照AAV。将FKBP5-shRNA注入腹侧海马可降低听觉恐惧的获得和回忆。尽管注射FKBP5-shRNA的动物在灭绝回忆过程中表现出较少的冻结,这种差异是由于恐惧回忆的减少,而不是灭绝的改善。减少腹侧海马FKBP51并不影响在空场测试或高架零迷宫测试中的探索行为,但在强迫游泳测试中确实增加了被动行为。这表明听觉恐惧回忆的减少并不是由于对急性压力的更积极的反应。此外,较低的腹侧海马FKBP51水平没有改变皮质酮的释放,以响应束缚应激,这表明恐惧回忆的减少不是由于皮质酮释放减少。我们的发现表明,腹侧海马中的FKBP51在调节恐惧学习过程和对急性应激的被动行为反应中起着选择性作用,而不是下丘脑-垂体-肾上腺轴反应性或探索性反应。
    Fear conditioning evokes a physiologic release of glucocorticoids that assists learning. As a cochaperone in the glucocorticoid receptor complex, FKBP51 modulates stress-induced glucocorticoid signaling and may influence conditioned fear responses. This study combines molecular and behavioral approaches to examine whether locally reducing FKBP51 expression in the ventral hippocampus is sufficient to affect fear-related behaviors. We hypothesized that reducing FKBP51 expression in the VH would increase glucocorticoid signaling to alter auditory fear conditioning. Adult male rats were injected with an adeno-associated virus (AAV) vector expressing short hairpin - RNAs (shRNA) targeting FKBP5 into the ventral hippocampus to reduce FKBP5 levels or a control AAV. Infusion of FKBP5-shRNA into the ventral hippocampus decreased auditory fear acquisition and recall. Although animals injected with FKBP5-shRNA showed less freezing during extinction recall, the difference was due to a reduced fear recall rather than improved extinction. Reducing ventral hippocampus FKBP51 did not affect exploratory behavior in either the open field test or the elevated zero maze test but did increase passive behavior in the forced swim test, suggesting that the reduction in auditory fear recall was not due to more active responses to acute stress. Furthermore, lower ventral hippocampus FKBP51 levels did not alter corticosterone release in response to restraint stress, suggesting that the reduced fear recall was not due to lower corticosterone release. Our findings suggest FKBP51 in the ventral hippocampus plays a selective role in modulating fear-learning processes and passive behavioral responses to acute stress rather than hypothalamic-pituitary-adrenal axis reactivity or exploratory responses.
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  • 文章类型: Journal Article
    创伤后应激障碍(PTSD)是一种使人衰弱的障碍,其特征是过度恐惧,高度警惕,和避免思想,创伤的情况或提醒。在这些症状中,对病理性回避的病因知之甚少。在这里,我们试图确定急性压力是否会影响成年雄性和雌性大鼠的回避行为。我们使用了一种压力程序(无信号的脚部电击),该程序已知会引起长期的恐惧敏感性并增强厌恶学习。大鼠接受了应激程序,一周后,接受了双向信号主动回避条件(SAA)。在这项任务中,当暴露于警告信号(音调)时,大鼠通过执行穿梭反应来学习防止令人厌恶的结果(电击)。我们发现急性应激显著提高了女性的SAA获得率,但不是男性。与对照组相比,雌性大鼠在训练的第一天表现出明显更大的回避反应。在第二天达到类似的性能水平。经历应激程序的雄性表现出与对照组相似的获取率,但表现出对灭绝的抵抗力。这表现为相对于非应激对照,在整个灭绝日的回避和试验间反应都提高了。在女性中没有观察到的效果。在第二个实验中,男性急性应激致敏性足休克非条件反应,不是女性。然而,男性和女性表现出相似的压力增强恐惧学习水平(SEFL),这被表示为对休克配对背景敏感的冻结。一起,这些结果表明,急性应激促进SAA在雄性和雌性大鼠的表现,虽然这种影响的性质在两种性别中是不同的。我们没有观察到SEFL的性别差异,这表明压力引起的性别差异对工具回避是有选择性的。未来的工作将阐明在雄性和雌性大鼠中压力对工具回避的不同影响的神经生物学机制。
    Post-traumatic stress disorder (PTSD) is a debilitating disorder characterized by excessive fear, hypervigilance, and avoidance of thoughts, situations or reminders of the trauma. Among these symptoms, relatively little is known about the etiology of pathological avoidance. Here we sought to determine whether acute stress influences avoidant behavior in adult male and female rats. We used a stress procedure (unsignaled footshock) that is known to induce long-term sensitization of fear and potentiate aversive learning. Rats were submitted to the stress procedure and, one week later, underwent two-way signaled active avoidance conditioning (SAA). In this task, rats learn to prevent an aversive outcome (shock) by performing a shuttling response when exposed to a warning signal (tone). We found that acute stress significantly enhanced SAA acquisition rate in females, but not males. Female rats exhibited significantly greater avoidance responding on the first day of training relative to controls, reaching similar levels of performance by the second day. Males that underwent the stress procedure showed similar rates of acquisition to controls but exhibited resistance to extinction. This was manifest as both elevated avoidance and intertrial responding across extinction days relative to non-stressed controls, an effect that was not observed in females. In a second experiment, acute stress sensitized footshock unconditioned responses in males, not females. However, males and females exhibited similar levels of stress-enhanced fear learning (SEFL), which was expressed as sensitized freezing to a shock-paired context. Together, these results reveal that acute stress facilitates SAA performance in both male and female rats, though the nature of this effect is different in the two sexes. We did not observe sex differences in SEFL, suggesting that the stress-induced sex difference in performance was selective for instrumental avoidance. Future work will elucidate the neurobiological mechanisms underlying the differential effect of stress on instrumental avoidance in male and female rats.
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  • 文章类型: Journal Article
    饮食失调是与高死亡率相关的严重精神疾病。研究已经确定了环境,心理,以及可能导致饮食失调的精神病理学的生物学风险因素。然而,自我饥饿的模式,暴饮暴食,清除行为很难与调节食欲的典型机制相协调,饥饿,和饱腹感。这里,作者提出了一种基于神经科学和人脑成像的模型,以帮助解释在饮食失调患者中看到的有害且通常持续的行为模式,以及为什么很难克服这些模式。这个模型结合了改变饮食的个人动机,恐惧调理,大脑和身体的生物适应,以及恶性循环的发展,驱使个人延续这些行为。这些知识有助于向患者及其家人解释这些疾病,并开发更有效的治疗方法,包括生物干预。
    Eating disorders are severe psychiatric illnesses that are associated with high mortality. Research has identified environmental, psychological, and biological risk factors that could contribute to the psychopathology of eating disorders. Nevertheless, the patterns of self-starvation, binge eating, and purging behaviors are difficult to reconcile with the typical mechanisms that regulate appetite, hunger, and satiety. Here, the authors present a neuroscience and human brain imaging-based model to help explain the detrimental and often persistent behavioral patterns seen in individuals with eating disorders and why it is so difficult to overcome them. This model incorporates individual motivations to change eating, fear conditioning, biological adaptations of the brain and body, and the development of a vicious cycle that drives the individual to perpetuate those behaviors. This knowledge helps to explain these illnesses to patients and their families, and to develop more effective treatments, including biological interventions.
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  • 文章类型: Journal Article
    创伤后应激障碍(PTSD)是一种使人衰弱的心身疾病,其特征是大脑恐惧回路受损,并且持续存在抵抗灭绝的异常强烈的联想记忆。在这项研究中,我们研究了抑制蛋白质合成的神经和行为后果,一种已知的抑制传统厌恶记忆形成的过程,在基于上下文恐惧条件的小鼠建立的PTSD动物模型中。对对照动物进行常规的恐惧调节任务。利用c-Fos神经活动映射,我们发现,创伤后应激障碍和正常厌恶记忆的恢复会激活一组重叠的大脑结构.然而,几个具体领域,如脑下皮质和脑室旁丘脑核,与正常厌恶记忆组相比,PTSD组增加。在PTSD诱导前施用蛋白质合成抑制剂破坏了创伤记忆的形成,导致小鼠的行为与通常的厌恶记忆相匹配。伴随这种行为转变的是大脑c-Fos激活模式的正常化,与通常的恐惧记忆中观察到的模式相匹配。我们的发现表明,在创伤经历期间抑制蛋白质合成会显着损害小鼠模型中PTSD的发展。这些数据提供了对蛋白质合成依赖性创伤性记忆形成的神经基础的见解,并为开发PTSD预防的新治疗策略开辟了前景。
    Posttraumatic stress disorder (PTSD) is a debilitating psychosomatic condition characterized by impairment of brain fear circuits and persistence of exceptionally strong associative memories resistant to extinction. In this study, we investigated the neural and behavioral consequences of inhibiting protein synthesis, a process known to suppress the formation of conventional aversive memories, in an established PTSD animal model based on contextual fear conditioning in mice. Control animals were subjected to the conventional fear conditioning task. Utilizing c-Fos neural activity mapping, we found that the retrieval of PTSD and normal aversive memories produced activation of an overlapping set of brain structures. However, several specific areas, such as the infralimbic cortex and the paraventricular thalamic nucleus, showed an increase in the PTSD group compared to the normal aversive memory group. Administration of protein synthesis inhibitor before PTSD induction disrupted the formation of traumatic memories, resulting in behavior that matched the behavior of mice with usual aversive memory. Concomitant with this behavioral shift was a normalization of brain c-Fos activation pattern matching the one observed in usual fear memory. Our findings demonstrate that inhibiting protein synthesis during traumatic experiences significantly impairs the development of PTSD in a mouse model. These data provide insights into the neural underpinnings of protein synthesis-dependent traumatic memory formation and open prospects for the development of new therapeutic strategies for PTSD prevention.
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  • 文章类型: Journal Article
    社会协调的威胁反应支持动物群体的生存。鉴于他们独特的社会角色,男性和女性在这种协调上必须有所不同。这里,我们报告了在小鼠二元听觉条件冷冻同步过程中的这种差异。为了研究情绪状态与潜在同步的社会线索之间的相互作用,我们通过先前的压力来调节情绪状态,或者通过配对陌生或异性小鼠来改变社交线索。在同性二叉中,男性比女性表现出更强的同步性。压力以前额叶皮层依赖的方式破坏了男性的同步性,但在女性中却增强了这种同步性。不熟悉性适度降低了男性的同步性,而女性则没有。在有异性伴侣的双体中,恐惧同步对压力和陌生都有弹性。分解同性二叉中的同步过程揭示了与同步程度相关的性别特定行为策略:男性中跟随伴侣的状态转变,女性中逆转同步破坏行为。这些因压力和陌生而改变。异性二元没有表现出同步相关的策略。这些发现揭示了定义协调行为的社会情感整合的性别特异性适应,并表明性别识别回路赋予了异性双体对压力和陌生的抵抗力。
    Socially coordinated threat responses support the survival of animal groups. Given their distinct social roles, males and females must differ in such coordination. Here, we report such differences during the synchronization of auditory-conditioned freezing in mouse dyads. To study the interaction of emotional states with social cues underlying synchronization, we modulated emotional states with prior stress or modified the social cues by pairing unfamiliar or opposite-sex mice. In same-sex dyads, males exhibited more robust synchrony than females. Stress disrupted male synchrony in a prefrontal cortex-dependent manner but enhanced it in females. Unfamiliarity moderately reduced synchrony in males but not in females. In dyads with opposite-sex partners, fear synchrony was resilient to both stress and unfamiliarity. Decomposing the synchronization process in the same-sex dyads revealed sex-specific behavioral strategies correlated with synchrony magnitude: following partners\' state transitions in males and retroacting synchrony-breaking actions in females. Those were altered by stress and unfamiliarity. The opposite-sex dyads exhibited no synchrony-correlated strategy. These findings reveal sex-specific adaptations of socio-emotional integration defining coordinated behavior and suggest that sex-recognition circuits confer resilience to stress and unfamiliarity in opposite-sex dyads.
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  • 文章类型: Journal Article
    临床焦虑是一种普遍的状态,其特征是担心期望的感觉,与恐惧或压力等瞬时反应不同。相比之下,大多数焦虑的实验室测试集中在对瞬时压力源的急性反应。
    通过对小鼠(18天)进行操作,其中运行反应(实验1)或条件刺激(实验2)不可预测地与奖励(食物)或惩罚(脚击)配对,诱导忧虑期望。在这种治疗之前,在开放视野和光/暗箱中对小鼠进行测试,以评估被断言反映状态焦虑的瞬时反应。治疗后,在高架迷宫中评估小鼠的状态焦虑,社交互动测试,惊吓反应测试,侵入性物体掩埋试验,和应激诱导的皮质酮升高。在实验3中,我们与实验1相似地处理小鼠,但经过混合价训练,一些老鼠没有接受额外的训练,额外的混合价训练,或者被转移到与食物一致的(可预测的)强化。
    在经历了混合价不可预测的强化之后,我们一致观察到焦虑样行为的增加。混合价训练后,这种广泛性焦虑持续了至少4周,如果混合价训练后再进行可预测的食物强化,则可以逆转。
    结果表明,具有不可预测的奖励/惩罚的经验可以诱发类似于广泛性焦虑的慢性状态,可以通过暴露于稳定状态来缓解,可预测的条件。这种学习的忧虑方案为研究实验动物焦虑的病因和治疗提供了概念上有效的模型。
    焦虑症具有复杂的病因,难以在实验动物中研究,因为大多数实验室操作不会诱发慢性焦虑症,类似于临床疾病的全身性病症。这里,当反应得到不可预测的奖励或惩罚时,实验小鼠产生了回避冲突.这些情况(但不可预测的结果)促进了一系列行为和压力荷尔蒙的长期普遍增加,这些行为和压力荷尔蒙反映了潜在的焦虑,在可预测的奖励和惩罚条件下的补救暴露改善了普遍的状态。这些结果代表了用于焦虑研究的概念上有效的动物模型的发展,并表明了可能有助于焦虑的病因和治疗的条件。
    UNASSIGNED: Clinical anxiety is a generalized state characterized by feelings of apprehensive expectation and is distinct from momentary responses such as fear or stress. In contrast, most laboratory tests of anxiety focus on acute responses to momentary stressors.
    UNASSIGNED: Apprehensive expectation was induced by subjecting mice (for 18 days) to manipulations in which a running response (experiment 1) or a conditioned stimulus (experiment 2) were unpredictably paired with reward (food) or punishment (footshock). Before this treatment, the mice were tested in an open field and light/dark box to assess momentary responses that are asserted to reflect state anxiety. After treatment, the mice were assessed for state anxiety in an elevated plus maze, social interaction test, startle response test, intrusive object burying test, and stress-induced corticosterone elevations. In experiment 3, we treated mice similarly to experiment 1, but after mixed-valence training, some mice received either no additional training, additional mixed-valence training, or were shifted to consistent (predictable) reinforcement with food.
    UNASSIGNED: We consistently observed an increase in anxiety-like behaviors after the experience with mixed-valence unpredictable reinforcement. This generalized anxiety persisted for at least 4 weeks after the mixed-valence training and could be reversed if the mixed-valence training was followed by predictable reinforcement with food.
    UNASSIGNED: Results indicate that experience with unpredictable reward/punishment can induce a chronic state analogous to generalized anxiety that can be mitigated by exposure to stable, predictable conditions. This learned apprehension protocol provides a conceptually valid model for the study of the etiology and treatment of anxiety in laboratory animals.
    Anxiety disorders have a complex etiology that is difficult to study in laboratory animals because most laboratory manipulations do not induce a chronic, generalized condition analogous to the clinical disorder. Here, laboratory mice developed approach-avoidance conflicts when a response was unpredictably rewarded or punished. These conditions (but not predictable outcomes) promoted a long-lasting general increase in a range of behaviors and stress hormones that reflect underlying anxiety, and remedial exposure to predictable conditions of reward and punishment ameliorated the generalized state. These results represent the development of a conceptually valid animal model for the study of anxiety and suggest conditions that can contribute to the etiology and treatment of anxiety.
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  • 文章类型: Journal Article
    抑郁症是主要的全球公共卫生问题之一,在过去的十年中,年轻人的抑郁水平急剧上升。抑郁症的神经可塑性理论假设神经可塑性出现故障,负责学习,记忆,和适应性行为,是该疾病临床表现的主要来源。然而,抑郁症状对联想学习的影响仍未得到充分研究。
    我们使用差异恐惧条件范式来研究抑郁症状对恐惧获得和灭绝学习的影响。皮肤电导反应(SCR)是一个客观的评价指标,和紧张的评级,讨人喜欢,非条件刺激(US)预期是主观评价指标。此外,我们使用计算强化学习模型生成的关联性来表征皮肤电导响应。
    研究结果表明,根据皮肤电导反应的结果,与没有抑郁症状的人相比,有抑郁症状的人在恐惧习得学习方面表现出明显的障碍。此外,在歧视恐惧学习任务中,皮肤电导反应与关联性呈正相关,根据混合模型在无抑郁症状组中的估计。此外,在没有抑郁症状的组中,喜爱度评分改善了灭绝后的学习,在有抑郁症状的组中没有观察到这种增加。
    该研究强调,患有明显抑郁症状的个体表现出恐惧的获得和灭绝学习能力受损,暗示联想学习可能存在缺陷。采用混合模型来分析学习过程可以更深入地了解人类的联想学习过程,从而提高对这些心理健康问题的理解和治疗。
    UNASSIGNED: Depression is one of the primary global public health issues, and there has been a dramatic increase in depression levels among young people over the past decade. The neuroplasticity theory of depression postulates that a malfunction in neural plasticity, which is responsible for learning, memory, and adaptive behavior, is the primary source of the disorder\'s clinical manifestations. Nevertheless, the impact of depression symptoms on associative learning remains underexplored.
    UNASSIGNED: We used the differential fear conditioning paradigm to investigate the effects of depressive symptoms on fear acquisition and extinction learning. Skin conductance response (SCR) is an objective evaluation indicator, and ratings of nervousness, likeability, and unconditioned stimuli (US) expectancy are subjective evaluation indicators. In addition, we used associability generated by a computational reinforcement learning model to characterize the skin conductance response.
    UNASSIGNED: The findings indicate that individuals with depressive symptoms exhibited significant impairment in fear acquisition learning compared to those without depressive symptoms based on the results of the skin conductance response. Moreover, in the discrimination fear learning task, the skin conductance response was positively correlated with associability, as estimated by the hybrid model in the group without depressive symptoms. Additionally, the likeability rating scores improved post-extinction learning in the group without depressive symptoms, and no such increase was observed in the group with depressive symptoms.
    UNASSIGNED: The study highlights that individuals with pronounced depressive symptoms exhibit impaired fear acquisition and extinction learning, suggesting a possible deficit in associative learning. Employing the hybrid model to analyze the learning process offers a deeper insight into the associative learning processes of humans, thus allowing for improved comprehension and treatment of these mental health problems.
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