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The influence of categorical stimuli on relational memory binding. 分类刺激对关系记忆约束力的影响。
IF 1.8 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-31 Print Date: 2024-10-01 DOI: 10.1101/lm.054006.124
Hillary Schwarb, Michael Dulas, Neal Cohen

Binding of arbitrary information into distinct memory representations that can be used to guide behavior is a hallmark of relational memory. What is and is not bound into a memory representation and how those things influence the organization of that representation remain topics of interest. While some information is intentionally and effortfully bound-often the information that is consistent with task goals or expectations about what information may be required later-other information appears to be bound automatically. The present set of experiments sought to investigate whether spatial memory would be systematically influenced by the presence and absence of distinct categories of stimuli on a spatial reconstruction task. In this task, participants must learn multiple item-location bindings and place each item back in its studied location after a short delay. Across three experiments, participants made significantly more within-category errors (i.e., misassigning one item to the location of a different item from the same category) than between-category errors (i.e., misassigning one item to the location of an item from a different category) when categories were perceptually or semantically distinct. These data reveal that category information contributed to the organization of the memory representation and influenced spatial reconstruction performance. Together, these results suggest that categorical information can influence memory organization, and not always to the benefit of overall task performance.

将任意信息绑定到可用于指导行为的独特记忆表征中,是关系记忆的一大特点。哪些信息可以或不可以绑定到记忆表征中,以及这些信息如何影响记忆表征的组织,仍然是人们感兴趣的话题。虽然有些信息是有意识地、费力地绑定的--通常是与任务目标一致的信息,或者是对以后可能需要的信息的预期--但其他信息似乎是自动绑定的。本组实验旨在研究在一项空间重构任务中,空间记忆是否会受到有无不同类别刺激的系统影响。在这项任务中,参与者必须学习多个物品与位置的绑定,并在短暂延迟后将每个物品放回研究位置。在三项实验中,当类别在知觉或语义上不同时,参与者在类别内错误(即把一个物品错误地分配到同一类别中不同物品的位置上)明显多于类别间错误(即把一个物品错误地分配到不同类别中物品的位置上)。这些数据表明,类别信息有助于记忆表征的组织,并影响空间重构的表现。总之,这些结果表明,分类信息可以影响记忆的组织,而且并不总是有利于整体任务的完成。
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引用次数: 0
Dysregulating mTORC1-4E-BP2 signaling in GABAergic interneurons impairs hippocampus-dependent learning and memory. GABA能中间神经元中的mTORC1-4E-BP2信号失调会损害海马依赖性学习和记忆。
IF 1.8 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-28 Print Date: 2024-10-01 DOI: 10.1101/lm.054018.124
Ziying Huang, Shane Wiebe, Anmol Nagpal, Junghyun Choi, Caleb Walters, Niaz Mahmood, Arkady Khoutorsky, Jean-Claude Lacaille, Nahum Sonenberg

Memory formation is contingent on molecular and structural changes in neurons in response to learning stimuli-a process known as neuronal plasticity. The initiation step of mRNA translation is a gatekeeper of long-term memory by controlling the production of plasticity-related proteins in the brain. The mechanistic target of rapamycin complex 1 (mTORC1) controls mRNA translation, mainly through phosphorylation of the eukaryotic initiation factor 4E (eIF4E)-binding proteins (4E-BPs) and ribosomal protein S6 kinases (S6Ks). mTORC1 signaling decreases throughout brain development, starting from the early postnatal period. Here, we discovered that in mice, the age-dependent decrease in mTORC1 signaling occurs selectively in excitatory but not inhibitory neurons. Using a gene conditional knockout (cKO) strategy, we demonstrate that either up- or downregulating the mTORC1-4E-BP2 axis in GAD65 inhibitory interneurons, but not excitatory neurons, results in long-term object recognition and object location memory deficits. Our data indicate that the mTORC1 pathway in inhibitory but not excitatory neurons plays a key role in memory formation.

记忆的形成取决于神经元在学习刺激下发生的分子和结构变化--这一过程被称为神经元可塑性。mRNA 翻译的起始步骤是长期记忆的守门员,它控制着大脑中与可塑性相关的蛋白质的生成。雷帕霉素复合体 1(mTORC1)主要通过磷酸化真核启动因子 4E(eIF4E)结合蛋白(4E-BPs)和核糖体蛋白 S6 激酶(S6Ks)来控制 mRNA 翻译。在这里,我们发现在小鼠体内,mTORC1 信号的减少与年龄有关,它选择性地发生在兴奋性神经元中,而不是抑制性神经元中。利用基因条件性敲除(cKO)策略,我们证明了上调或下调 GAD65 抑制性中间神经元(而非兴奋性神经元)的 mTORC1-4E-BP2 轴均会导致长期物体识别和物体位置记忆缺陷。我们的数据表明,抑制性神经元而非兴奋性神经元中的 mTORC1 通路在记忆形成中起着关键作用。
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引用次数: 0
Reactivation-dependent transfer of fear memory between contexts requires M1 muscarinic receptor stimulation in dorsal hippocampus of male rats. 雄性大鼠海马背侧的恐惧记忆在不同情境间的转移需要M1毒蕈碱受体的刺激。
IF 1.8 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-09 Print Date: 2024-09-01 DOI: 10.1101/lm.054039.124
Karim H Abouelnaga, Andrew E Huff, Kristen H Jardine, Olivia S O'Neill, Boyer D Winters

Memory updating is essential for integrating new information into existing representations. However, this process could become maladaptive in conditions like post-traumatic stress disorder (PTSD), when fear memories generalize to neutral contexts. Previously, we have shown that contextual fear memory malleability in rats requires activation of M1 muscarinic acetylcholine receptors in the dorsal hippocampus. Here, we investigated the involvement of this mechanism in the transfer of contextual fear memories to other contexts using a novel fear memory updating paradigm. Following brief reexposure to a previously fear conditioned context, male rats (n = 8-10/group) were placed into a neutral context to evaluate the transfer of fear memory. We also infused the selective M1 receptor antagonist pirenzepine into the dorsal hippocampus before memory reactivation to try to block this effect. Results support the hypothesis that fear memory can be updated with novel contextual information, but only if rats are reexposed to the originally trained context relatively recently before the neutral context; evidence for transfer was not seen if the fear memory reactivation was omitted or if it occurred 6 h before neutral context exposure. The transferred fear persisted for 4 weeks, and the effect was blocked by M1 antagonism. These findings strongly suggest that fear transfer requires reactivation and destabilization of the original fear memory. The novel preclinical model introduced here, and its implication of muscarinic receptors in this process, could therefore inform therapeutic strategies for PTSD and similar conditions.

记忆更新对于将新信息整合到现有表征中至关重要。然而,在创伤后应激障碍(PTSD)等情况下,当恐惧记忆泛化到中性情境时,这一过程可能会变得不适应。此前,我们已经证明,大鼠的情境恐惧记忆延展性需要激活海马背侧的M1毒蕈碱乙酰胆碱受体。在这里,我们使用一种新的恐惧记忆更新范式研究了这种机制在将情境恐惧记忆转移到其他情境时的参与作用。雄性大鼠(n = 8-10只/组)在短暂重新暴露于先前的恐惧条件情境后,会被置于中性情境中,以评估恐惧记忆的转移。我们还在记忆重新激活前将选择性 M1 受体拮抗剂哌仑西平注入背侧海马,试图阻断这种效应。结果支持这样的假设,即恐惧记忆可以通过新的情境信息得到更新,但前提是大鼠在中性情境暴露之前相对较近的时间内重新暴露于原先训练过的情境;如果省略恐惧记忆的重新激活或在中性情境暴露之前 6 小时重新激活,则看不到转移的证据。转移的恐惧持续了 4 周,这种效应被 M1 拮抗剂阻断。这些发现有力地表明,恐惧转移需要原始恐惧记忆的重新激活和不稳定。因此,本文介绍的新型临床前模型及其对这一过程中毒蕈碱受体的影响,可以为创伤后应激障碍和类似疾病的治疗策略提供参考。
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引用次数: 0
Domain-selective and sex-dependent regulation of learning and memory in mice by GIRK channel activity in CA1 pyramidal neurons of the dorsal hippocampus. 海马背侧 CA1 锥体神经元 GIRK 通道活性对小鼠学习和记忆的领域选择性和性别依赖性调控
IF 1.8 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-07 Print Date: 2024-09-01 DOI: 10.1101/lm.054022.124
Haichang Luo, McKinzie Frederick, Ezequiel Marron Fernandez de Velasco, Jenna Osterlund Oltmanns, Courtney Wright, Kevin Wickman

G protein-gated inwardly rectifying K+ (GIRK) channels mediate the postsynaptic inhibitory effect of many neurotransmitters in the hippocampus and are implicated in neurological disorders characterized by cognitive deficits. Here, we show that enhancement or suppression of GIRK channel activity in dorsal CA1 pyramidal neurons disrupted novel object recognition in mice, without impacting open field activity or avoidance behavior. Contextual fear learning was also unaffected, but extinction of contextual fear was disrupted by suppression of GIRK channel activity in male mice. Thus, the strength of GIRK channel activity in dorsal CA1 pyramidal neurons regulates select cognitive task performance in mice.

G 蛋白门控内向整流 K+(GIRK)通道介导海马中许多神经递质的突触后抑制作用,并与以认知障碍为特征的神经系统疾病有关。在这里,我们发现增强或抑制背侧 CA1 锥体神经元中 GIRK 通道的活性会破坏小鼠对新物体的识别,但不会影响开阔场活动或回避行为。雄性小鼠的情境恐惧学习也不受影响,但情境恐惧的消退会因抑制 GIRK 通道活性而中断。因此,背侧CA1锥体神经元中GIRK通道活动的强度调节了小鼠选择性认知任务的表现。
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引用次数: 0
Sex and the facilitation of cued fear by prior contextual fear conditioning in rats. 大鼠的性别与先前情境恐惧条件反射对诱发恐惧的促进作用
IF 1.8 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-09-26 Print Date: 2024-09-01 DOI: 10.1101/lm.054010.124
Katherine Vazquez, Kehinde E Cole, Ryan G Parsons

Previous studies have shown that the formation of new memories can be influenced by prior experience. This includes work using Pavlovian fear conditioning in rodents that has shown that an initial fear conditioning experience can become associated with and facilitate the acquisition of new fear memories, especially when they occur close together in time. However, most of the prior studies used only males as subjects, resulting in questions about the generalizability of the findings from this work. Here we tested whether prior contextual fear conditioning would facilitate later learning of cued fear conditioning in both male and female rats, and if there were differences based on the interval between the two conditioning episodes. Our results showed that levels of cued fear were not influenced by prior contextual fear conditioning or by the interval between training; however, females showed lower levels of cued fear. Freezing behavior in the initial training context differed by sex, with females showing lower levels of contextual fear, and by the type of initial training, with rats given delayed shock showing higher levels of fear than rats given immediate shock during contextual fear conditioning. These results indicate that contextual fear conditioning does not prime subsequent cued fear conditioning and that female rats express lower levels of cued and contextual fear conditioning than males.

以往的研究表明,新记忆的形成会受到先前经验的影响。其中包括利用巴甫洛夫恐惧条件反射在啮齿类动物身上进行的研究,该研究表明,最初的恐惧条件反射经历会与新的恐惧记忆联系起来,并促进新恐惧记忆的获得,尤其是当它们发生的时间很接近时。然而,之前的大多数研究都只使用雄性动物作为研究对象,这就导致研究结果的普遍性受到质疑。在这里,我们测试了先前的情境恐惧条件反射是否会促进雄性和雌性大鼠后来对提示恐惧条件反射的学习,以及这两次条件反射之间的间隔是否存在差异。我们的结果表明,提示恐惧的水平不受先前情境恐惧条件反射或训练间隔的影响;但是,雌性大鼠的提示恐惧水平较低。初始训练情境中的冻结行为因性别和初始训练类型而异,雌性大鼠表现出较低的情境恐惧水平,在情境恐惧条件反射中,给予延迟电击的大鼠比给予立即电击的大鼠表现出更高的恐惧水平。这些结果表明,情境恐惧条件反射不会为随后的提示恐惧条件反射提供素材,而且雌性大鼠比雄性大鼠表现出更低的提示和情境恐惧条件反射水平。
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引用次数: 0
High stakes slow responding, but do not help overcome Pavlovian biases in humans 高风险会减慢反应速度,但无助于克服人类的巴甫洛夫偏差
IF 2 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-08-01 DOI: 10.1101/lm.054017.124
Johannes Algermissen, Hanneke E.M. den Ouden
“Pavlovian” or “motivational” biases are the phenomenon that the valence of prospective outcomes modulates action invigoration: the prospect of reward invigorates actions, while the prospect of punishment suppresses actions. Effects of the valence of prospective outcomes are well established, but it remains unclear how the magnitude of outcomes (“stake magnitude”) modulates these biases. In this preregistered study (N = 55), we manipulated stake magnitude (high vs. low) in an orthogonalized Motivational Go/NoGo Task. We tested whether higher stakes (a) strengthen biases or (b) elicit cognitive control recruitment, enhancing the suppression of biases in motivationally incongruent conditions. Confirmatory tests showed that high stakes slowed down responding, especially in motivationally incongruent conditions. However, high stakes did not affect whether a response was made or not, and did not change the magnitude of Pavlovian biases. Reinforcement-learning drift-diffusion models (RL-DDMs) fit to the data suggested that response slowing was best captured by stakes prolonging the non-decision time. There was no effect of the stakes on the response threshold (as in typical speed-accuracy trade-offs). In sum, these results suggest that high stakes slow down responses without affecting the expression of Pavlovian biases in behavior. We speculate that this slowing under high stakes might reflect heightened cognitive control, which is however ineffectively used, or reflect positive conditioned suppression, i.e., the interference between goal-directed and consummatory behaviors, a phenomenon previously observed in rodents that might also exist in humans. Pavlovian biases and slowing under high stakes may arise in parallel to each other.
"巴甫洛夫 "或 "动机 "偏差是指预期结果的价值调节行动激励的现象:奖励的前景激励行动,而惩罚的前景抑制行动。预期结果的价值影响已得到证实,但结果的大小("利害关系大小")如何调节这些偏差仍不清楚。在这项预先登记的研究中(N = 55),我们在一个正交化的动机去/不去任务中操纵了赌注大小(高与低)。我们测试了较高的赌注是否会(a)加强偏差或(b)引起认知控制招募,从而在动机不一致的条件下加强对偏差的抑制。确认测试表明,高赌注会减慢反应速度,尤其是在动机不一致的条件下。然而,高赌注并不会影响是否做出反应,也不会改变巴甫洛夫偏差的大小。与数据拟合的强化学习漂移-扩散模型(RL-DDM)表明,赌注延长了不做决定的时间最能反映反应减慢的情况。利害关系对反应阈值没有影响(如典型的速度-准确性权衡)。总之,这些结果表明,高风险会减慢反应速度,但不会影响行为中巴甫洛夫偏差的表达。我们推测,这种高风险下的反应减慢可能反映了认知控制的增强,然而这种控制并没有得到有效利用,或者反映了积极的条件抑制,即目标导向行为和消耗性行为之间的干扰,这种现象以前在啮齿类动物身上观察到过,可能也存在于人类身上。巴甫洛夫偏差和高风险下的迟钝可能同时出现。
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引用次数: 0
Decoding Arc transcription: a live-cell study of stimulation patterns and transcriptional output 解码弧转录:刺激模式和转录输出的活细胞研究
IF 2 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-08-01 DOI: 10.1101/lm.054024.124
Dong Wook Kim, Hyungseok C. Moon, Byung Hun Lee, Hye Yoon Park
Activity-regulated cytoskeleton-associated protein (Arc) plays a crucial role in synaptic plasticity, a process integral to learning and memory. Arc transcription is induced within a few minutes of stimulation, making it a useful marker for neuronal activity. However, the specific neuronal activity patterns that initiate Arc transcription have remained elusive due to the inability to observe mRNA transcription in live cells in real time. Using a genetically encoded RNA indicator (GERI) mouse model that expresses endogenous Arc mRNA tagged with multiple GFPs, we investigated Arc transcriptional activity in response to various electrical field stimulation patterns. The GERI mouse model was generated by crossing the Arc-PBS knock-in mouse, engineered with binding sites in the 3′ untranslated region (UTR) of Arc mRNA, and the transgenic mouse expressing the cognate binding protein fused to GFP. In dissociated hippocampal neurons, we found that the pattern of stimulation significantly affects Arc transcription. Specifically, theta-burst stimulation consisting of high-frequency (100 Hz) bursts delivered at 10 Hz frequency induced the highest rate of Arc transcription. Concurrently, the amplitudes of nuclear calcium transients also reached their peak with 10 Hz burst stimulation, indicating a correlation between calcium concentration and transcription. However, our dual-color single-cell imaging revealed that there were no significant differences in calcium amplitudes between Arc-positive and Arc-negative neurons upon 10 Hz burst stimulation, suggesting the involvement of other factors in the induction of Arc transcription. Our live-cell RNA imaging provides a deeper insight into the complex regulation of transcription by activity patterns and calcium signaling pathways.
活动调节细胞骨架相关蛋白(Arc)在突触可塑性中扮演着至关重要的角色,而突触可塑性是学习和记忆过程中不可或缺的一个环节。Arc 在受到刺激后几分钟内就会被诱导转录,从而成为神经元活动的有用标记。然而,由于无法在活细胞中实时观察 mRNA 转录,启动 Arc 转录的特定神经元活动模式一直难以捉摸。我们利用基因编码 RNA 指示剂(GERI)小鼠模型(该模型表达标记有多个 GFP 的内源性 Arc mRNA),研究了 Arc 在各种电场刺激模式下的转录活动。GERI小鼠模型是由Arc-PBS基因敲入小鼠和表达融合了GFP的同源结合蛋白的转基因小鼠杂交产生的,Arc-PBS基因敲入小鼠在Arc mRNA的3′非翻译区(UTR)设计了结合位点。在离体的海马神经元中,我们发现刺激模式会显著影响 Arc 的转录。具体来说,由 10 赫兹频率的高频(100 赫兹)脉冲串组成的θ-脉冲串刺激诱导的 Arc 转录率最高。与此同时,核钙质瞬态的振幅也在 10 Hz 脉冲串刺激下达到峰值,这表明钙质浓度与转录之间存在相关性。然而,我们的双色单细胞成像显示,在 10 Hz 脉冲串刺激下,弧阳性神经元和弧阴性神经元的钙离子幅值没有显著差异,这表明弧转录的诱导还涉及其他因素。我们的活细胞 RNA 成像更深入地揭示了活动模式和钙信号通路对转录的复杂调控。
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引用次数: 0
Safety signals reinforce instrumental avoidance in humans 安全信号会强化人类的工具回避行为
IF 2 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-08-01 DOI: 10.1101/lm.053914.123
Courteney T.L. Fisher, Gonzalo P. Urcelay
Safety signals reinforce instrumental avoidance behavior in nonhuman animals. However, there are no conclusive demonstrations of this phenomenon in humans. Using human participants in an avoidance task, Experiments 1–3 and 5 were conducted online to assess the reinforcing properties of safety signals, and Experiment 4 was conducted in the laboratory. Participants were trained with CSs+ and CSs–, and they could avoid an aversive outcome during presentations of the CSs+ by pressing their space bar at a specific time. If successful, the aversive outcome was not presented but instead a safety signal was. Participants were then tested—whilst on extinction—with two new ambiguous test CSs. If participants made an avoidance response, one of the test CSs produced the trained safety signal and the other was a control. In Experiments 1 and 4, the control was followed by no signal. In Experiment 2, the control was followed by a signal that differed in one dimension (color) with the trained safety signal, and in Experiment 3, the control differed in two dimensions (shape and color) from the trained safety signal. Experiment 5 tested the reinforcing properties of the safety signal using a choice procedure and a new response during test. We observed that participants made more avoidance responses to the ambiguous test CSs when followed by the trained signal in Experiments 1, 3, 4, and 5 (but not in Experiment 2). Overall, these results suggest that trained safety signals can reinforce avoidance behavior in humans.
安全信号会强化非人类动物的工具性规避行为。然而,这种现象在人类身上还没有确凿的证据。为了评估安全信号的强化特性,实验 1-3 和实验 5 在网上进行,实验 4 在实验室进行。参与者接受了 CSs+ 和 CSs- 的训练,在 CSs+ 出现时,他们可以通过在特定时间按下空格键来避免厌恶结果。如果成功,则不会出现厌恶结果,而是会出现一个安全信号。然后,参与者在消退过程中接受两个新的模棱两可的 CS 测试。如果参与者做出回避反应,其中一个测试 CS 就会产生经过训练的安全信号,而另一个则是对照组。在实验 1 和 4 中,对照组之后没有信号。在实验 2 中,对照组之后的信号在一个维度(颜色)上与训练过的安全信号不同;在实验 3 中,对照组之后的信号在两个维度(形状和颜色)上与训练过的安全信号不同。实验 5 利用选择程序和测试期间的新反应测试了安全信号的强化特性。我们观察到,在实验 1、3、4 和 5 中(但在实验 2 中没有观察到),当被试在训练信号后对模棱两可的测试 CS 做出更多的回避反应。总之,这些结果表明,训练过的安全信号可以强化人类的回避行为。
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引用次数: 0
Connecting self-report and instrumental behavior during incubation of food craving in humans. 将人类食物渴求潜伏期的自我报告和工具行为联系起来。
IF 1.8 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-07-31 Print Date: 2024-07-01 DOI: 10.1101/lm.053869.123
Nicholas A Ruiz, Devlin Eckardt, Lisa A Briand, Mathieu Wimmer, Vishnu P Murty

Incubation of craving is a phenomenon describing the intensification of craving for a reward over extended periods of abstinence from reinforcement. Animal models use instrumental markers of craving to reward cues to examine incubation, while human paradigms rely on subjective self-reports. Here, we characterize an animal-inspired, novel human paradigm that showed strong positive relationships between self-reports and instrumental markers of craving for favored palatable foods. Further, we found consistent nonlinear relationships with time since last consumption and self-reports, and preliminary patterns between time and instrumental responses. These findings provide a novel approach to establishing an animal-inspired human model of incubation.

渴求潜伏是一种现象,描述的是在长时间缺乏强化的情况下,对奖赏的渴求会增强。动物模型使用渴求奖赏线索的工具性标记来研究潜伏期,而人类范例则依赖于主观的自我报告。在这里,我们描述了一个受动物启发的新型人类范例,该范例显示了自我报告与对所喜爱的美味食物的工具性渴求标记之间的密切正相关关系。此外,我们还发现了自上次消费后的时间与自我报告之间的一致非线性关系,以及时间与工具反应之间的初步模式。这些发现为建立受动物启发的人类潜伏模型提供了一种新方法。
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引用次数: 0
Network motifs exhibiting a differential response to spaced and massed inputs. 网络图案对间隔输入和大量输入表现出不同的反应。
IF 1.8 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-07-29 Print Date: 2024-07-01 DOI: 10.1101/lm.054012.124
Ashley Sreejan, Priyanka Saxena, Chetan J Gadgil

One characteristic of long-term memory is the existence of an inverted U-shaped response to increasing intervals between training sessions, and consequently, an optimal spacing that maximizes memory formation. Current models of this spacing effect focus on specific molecular components and their interactions. Here, we computationally study the underlying network architecture, in particular, the potential of motif dynamics in qualitatively capturing the spacing effect in a manner that is independent of the animal model, biomolecular components, and the timescales involved. We define a common training and test protocol, and computationally identify network topologies that can qualitatively replicate the experimentally observed characteristics of the spacing effect. For 41 motifs derived from fundamental network architectures such as autoregulation, feedback, and feedforward motifs, we tested their capacity to manifest the spacing effect in terms of an inverted U-shaped response curve, using different combinations of stimulation protocols, response metrics, and kinetic parameters. Our findings indicate that positive feedback motifs where the stimulus enhances conversion reaction in the loop replicate the spacing effect across all response metrics, while feedforward motifs exhibit a metric-specific spacing effect. For some parameter combinations, linear cascades of activation and conversion reactions were found sufficient to qualitatively exhibit spacing effect characteristics.

长期记忆的一个特点是,训练间隔的增加会产生倒 "U "形反应,因此,最佳的间隔能最大限度地形成记忆。目前这种间隔效应的模型主要集中在特定的分子成分及其相互作用上。在这里,我们通过计算研究了底层网络结构,特别是动机动力学在定性捕捉间距效应方面的潜力,其方式与动物模型、生物分子成分和所涉及的时间尺度无关。我们定义了一个通用的训练和测试协议,并通过计算确定了可以定性复制实验观察到的间距效应特征的网络拓扑结构。对于从自动调节、反馈和前馈等基本网络架构中衍生出的 41 个图案,我们使用不同的刺激协议、响应指标和动力学参数组合,测试了它们在倒 U 型响应曲线方面体现间距效应的能力。我们的研究结果表明,在正反馈模式中,刺激会增强回路中的转换反应,从而在所有反应指标中复制间距效应,而前馈模式则表现出特定指标的间距效应。对于某些参数组合,我们发现激活和转换反应的线性级联足以定性地表现出间距效应特征。
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引用次数: 0
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