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The Computational and Neural Bases of Context-Dependent Learning. 情境依赖学习的计算和神经基础》(The Computational and Neural Bases of Context-Dependent Learning)。
IF 12.1 1区 医学 Q1 NEUROSCIENCES Pub Date : 2023-07-10 Epub Date: 2023-03-27 DOI: 10.1146/annurev-neuro-092322-100402
James B Heald, Daniel M Wolpert, Máté Lengyel

Flexible behavior requires the creation, updating, and expression of memories to depend on context. While the neural underpinnings of each of these processes have been intensively studied, recent advances in computational modeling revealed a key challenge in context-dependent learning that had been largely ignored previously: Under naturalistic conditions, context is typically uncertain, necessitating contextual inference. We review a theoretical approach to formalizing context-dependent learning in the face of contextual uncertainty and the core computations it requires. We show how this approach begins to organize a large body of disparate experimental observations, from multiple levels of brain organization (including circuits, systems, and behavior) and multiple brain regions (most prominently the prefrontal cortex, the hippocampus, and motor cortices), into a coherent framework. We argue that contextual inference may also be key to understanding continual learning in the brain. This theory-driven perspective places contextual inference as a core component of learning.

灵活的行为要求记忆的创建、更新和表达取决于情境。虽然对上述每个过程的神经基础都进行了深入研究,但最近在计算建模方面取得的进展揭示了上下文相关学习中的一个关键挑战,而这一挑战在很大程度上以前被忽视了:在自然条件下,语境通常是不确定的,这就需要进行语境推断。我们回顾了在语境不确定的情况下形式化语境依赖学习的理论方法及其所需的核心计算。我们展示了这一方法如何开始将大量不同的实验观察结果,包括来自多个大脑组织层次(包括回路、系统和行为)和多个大脑区域(最突出的是前额叶皮层、海马体和运动皮层)的观察结果组织到一个连贯的框架中。我们认为,语境推理也可能是理解大脑持续学习的关键。这种理论驱动的观点将情境推断视为学习的核心组成部分。
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引用次数: 0
Cortical Integration of Vestibular and Visual Cues for Navigation, Visual Processing, and Perception. 皮层整合导航、视觉处理和感知的前庭和视觉线索
IF 12.1 1区 医学 Q1 NEUROSCIENCES Pub Date : 2023-07-10 DOI: 10.1146/annurev-neuro-120722-100503
Sepiedeh Keshavarzi, Mateo Velez-Fort, Troy W Margrie

Despite increasing evidence of its involvement in several key functions of the cerebral cortex, the vestibular sense rarely enters our consciousness. Indeed, the extent to which these internal signals are incorporated within cortical sensory representation and how they might be relied upon for sensory-driven decision-making, during, for example, spatial navigation, is yet to be understood. Recent novel experimental approaches in rodents have probed both the physiological and behavioral significance of vestibular signals and indicate that their widespread integration with vision improves both the cortical representation and perceptual accuracy of self-motion and orientation. Here, we summarize these recent findings with a focus on cortical circuits involved in visual perception and spatial navigation and highlight the major remaining knowledge gaps. We suggest that vestibulo-visual integration reflects a process of constant updating regarding the status of self-motion, and access to such information by the cortex is used for sensory perception and predictions that may be implemented for rapid, navigation-related decision-making.

尽管越来越多的证据表明,前庭感觉参与了大脑皮层的多项关键功能,但它却很少进入我们的意识。事实上,这些内部信号在多大程度上被纳入大脑皮层的感觉表征,以及在空间导航等过程中如何依靠这些信号进行感觉驱动决策,这些问题都有待了解。最近在啮齿类动物身上采用的新实验方法对前庭信号的生理和行为意义进行了研究,结果表明,前庭信号与视觉的广泛整合提高了大脑皮层对自身运动和方位的表征和感知准确性。在此,我们总结了这些最新研究成果,重点关注参与视觉感知和空间导航的大脑皮层回路,并强调了尚存在的主要知识空白。我们认为,前庭-视觉整合反映了一个不断更新自我运动状态的过程,而大脑皮层对这些信息的获取则用于感知和预测,并可用于快速的导航相关决策。
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引用次数: 0
Striosomes and Matrisomes: Scaffolds for Dynamic Coupling of Volition and Action. 纹状体和基质体:Volition和Action动态耦合的支架。
IF 13.9 1区 医学 Q1 Neuroscience Pub Date : 2023-07-10 Epub Date: 2023-04-17 DOI: 10.1146/annurev-neuro-121522-025740
Ann M Graybiel, Ayano Matsushima

Striosomes form neurochemically specialized compartments of the striatum embedded in a large matrix made up of modules called matrisomes. Striosome-matrix architecture is multiplexed with the canonical direct-indirect organization of the striatum. Striosomal functions remain to be fully clarified, but key information is emerging. First, striosomes powerfully innervate nigral dopamine-containing neurons and can completely shut down their activity, with a following rebound excitation. Second, striosomes receive limbic and cognition-related corticostriatal afferents and are dynamically modulated in relation to value-based actions. Third, striosomes are spatially interspersed among matrisomes and interneurons and are influenced by local and global neuromodulatory and oscillatory activities. Fourth, striosomes tune engagement and the motivation to perform reinforcement learning, to manifest stereotypical behaviors, and to navigate valence conflicts and valence discriminations. We suggest that, at an algorithmic level, striosomes could serve as distributed scaffolds to provide formats of the striatal computations generated through development and refined through learning. We propose that striosomes affect subjective states. By transforming corticothalamic and other inputs to the functional formats of the striatum, they could implement state transitions in nigro-striato-nigral circuits to affect bodily and cognitive actions according to internal motives whose functions are compromised in neuropsychiatric conditions.

纹状体形成纹状体的神经化学特殊区室,嵌入由称为基质体的模块组成的大基质中。纹状体基质结构与纹状体的典型直接-间接组织是多重的。纹状体功能仍有待完全阐明,但关键信息正在出现。首先,纹状体有力地支配含有多巴胺的黑质神经元,并可以完全关闭它们的活动,随后出现反弹兴奋。其次,纹状体接受边缘和认知相关的皮质纹状体传入,并与基于价值的行为相关地受到动态调节。第三,纹状体在空间上散布在母体和中间神经元之间,并受到局部和全局神经调节和振荡活动的影响。第四,条件性调节参与度和动机,以进行强化学习,表现刻板行为,并驾驭价态冲突和价态歧视。我们建议,在算法层面上,条纹体可以作为分布式支架,提供通过开发生成并通过学习细化的条纹计算格式。我们提出条纹体影响主观状态。通过将皮质丘脑和其他输入转化为纹状体的功能形式,他们可以在黑质-纹状体-黑质回路中实现状态转换,根据神经精神条件下功能受损的内部动机影响身体和认知行为。
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引用次数: 0
Therapeutic Potential of PTB Inhibition Through Converting Glial Cells to Neurons in the Brain. 通过将脑胶质细胞转化为神经元抑制PTB的治疗潜力。
IF 13.9 1区 医学 Q1 Neuroscience Pub Date : 2023-07-10 DOI: 10.1146/annurev-neuro-083022-113120
Xiang-Dong Fu, William C Mobley

Cell replacement therapy represents a promising approach for treating neurodegenerative diseases. Contrary to the common addition strategy to generate new neurons from glia by overexpressing a lineage-specific transcription factor(s), a recent study introduced a subtraction strategy by depleting a single RNA-binding protein, Ptbp1, to convert astroglia to neurons not only in vitro but also in the brain. Given its simplicity, multiple groups have attempted to validate and extend this attractive approach but have met with difficulty in lineage tracing newly induced neurons from mature astrocytes, raising the possibility of neuronal leakage as an alternative explanation for apparent astrocyte-to-neuron conversion. This review focuses on the debate over this critical issue. Importantly, multiple lines of evidence suggest that Ptbp1 depletion can convert a selective subpopulation of glial cells into neurons and, via this and other mechanisms, reverse deficits in a Parkinson's disease model, emphasizing the importance of future efforts in exploring this therapeutic strategy.

细胞替代疗法是治疗神经退行性疾病的一种很有前途的方法。与通过过度表达谱系特异性转录因子从神经胶质细胞生成新神经元的常见加法策略相反,最近的一项研究引入了一种减法策略,通过消耗单个rna结合蛋白Ptbp1,不仅在体外而且在大脑中将星形胶质细胞转化为神经元。鉴于其简单性,多个研究小组已经尝试验证和扩展这种有吸引力的方法,但在从成熟星形胶质细胞中追踪新诱导的神经元时遇到了困难,这提出了神经元渗漏的可能性,作为星形胶质细胞向神经元转化的另一种解释。这篇综述的重点是关于这个关键问题的辩论。重要的是,多种证据表明pptp1缺失可以将选择性胶质细胞亚群转化为神经元,并通过这一机制和其他机制逆转帕金森病模型中的缺陷,这强调了未来探索这种治疗策略的重要性。
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引用次数: 0
How Do You Build a Cognitive Map? The Development of Circuits and Computations for the Representation of Space in the Brain. 如何构建认知地图?大脑空间表征电路和计算的发展。
IF 13.9 1区 医学 Q1 Neuroscience Pub Date : 2023-07-10 DOI: 10.1146/annurev-neuro-090922-010618
Flavio Donato, Anja Xu Schwartzlose, Renan Augusto Viana Mendes

In mammals, the activity of neurons in the entorhinal-hippocampal network is modulated by the animal's position and its movement through space. At multiple stages of this distributed circuit, distinct populations of neurons can represent a rich repertoire of navigation-related variables like the animal's location, the speed and direction of its movements, or the presence of borders and objects. Working together, spatially tuned neurons give rise to an internal representation of space, a cognitive map that supports an animal's ability to navigate the world and to encode and consolidate memories from experience. The mechanisms by which, during development, the brain acquires the ability to create an internal representation of space are just beginning to be elucidated. In this review, we examine recent work that has begun to investigate the ontogeny of circuitry, firing patterns, and computations underpinning the representation of space in the mammalian brain.

在哺乳动物中,内嗅-海马体网络神经元的活动是由动物的位置和空间运动来调节的。在这个分布式回路的多个阶段,不同的神经元群可以代表丰富的与导航相关的变量,比如动物的位置、运动的速度和方向,或者边界和物体的存在。协同工作,空间调谐神经元产生了对空间的内部表征,这是一幅认知地图,支持动物导航世界的能力,以及从经验中编码和巩固记忆的能力。在发育过程中,大脑获得创造空间内部表征能力的机制才刚刚开始被阐明。在这篇综述中,我们研究了最近开始研究哺乳动物大脑中空间表征基础的电路、放电模式和计算的个体发生。
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引用次数: 0
Neural Circuits for Emotion. 情绪的神经回路。
IF 13.9 1区 医学 Q1 Neuroscience Pub Date : 2023-07-10 DOI: 10.1146/annurev-neuro-111020-103314
Meryl Malezieux, Alexandra S Klein, Nadine Gogolla

Emotions are fundamental to our experience and behavior, affecting and motivating all aspects of our lives. Scientists of various disciplines have been fascinated by emotions for centuries, yet even today vigorous debates abound about how to define emotions and how to best study their neural underpinnings. Defining emotions from an evolutionary perspective and acknowledging their important functional roles in supporting survival allows the study of emotion states in diverse species. This approach enables taking advantage of modern tools in behavioral, systems, and circuit neurosciences, allowing the precise dissection of neural mechanisms and behavior underlying emotion processes in model organisms. Here we review findings about the neural circuit mechanisms underlying emotion processing across species and try to identify points of convergence as well as important next steps in the pursuit of understanding how emotions emerge from neural activity.

情绪是我们经历和行为的基础,影响和激励着我们生活的方方面面。几个世纪以来,各个学科的科学家一直对情绪着迷,但即使在今天,关于如何定义情绪以及如何最好地研究情绪的神经基础,仍有激烈的争论。从进化的角度定义情绪,并承认它们在支持生存中的重要功能作用,可以研究不同物种的情绪状态。这种方法可以利用行为、系统和神经回路科学中的现代工具,精确地解剖模型生物中潜在情感过程的神经机制和行为。在这里,我们回顾了关于跨物种情绪处理的神经回路机制的发现,并试图确定趋同点,以及在追求理解情绪如何从神经活动中产生的重要下一步。
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引用次数: 5
Cognition from the Body-Brain Partnership: Exaptation of Memory. 认知来自身体与大脑的合作:记忆的嬗变。
IF 13.9 1区 医学 Q1 Neuroscience Pub Date : 2023-07-10 Epub Date: 2023-03-14 DOI: 10.1146/annurev-neuro-101222-110632
György Buzsáki, David Tingley

Examination of cognition has historically been approached from language and introspection. However, human language-dependent definitions ignore the evolutionary roots of brain mechanisms and constrain their study in experimental animals. We promote an alternative view, namely that cognition, including memory, can be explained by exaptation and expansion of the circuits and algorithms serving bodily functions. Regulation and protection of metabolic and energetic processes require time-evolving brain computations enabling the organism to prepare for altered future states. Exaptation of such circuits was likely exploited for exploration of the organism's niche. We illustrate that exploration gives rise to a cognitive map, and in turn, environment-disengaged computation allows for mental travel into the past (memory) and the future (planning). Such brain-body interactions not only occur during waking but also persist during sleep. These exaptation steps are illustrated by the dual, endocrine-homeostatic and memory, contributions of the hippocampal system, particularly during hippocampal sharp-wave ripples.

对认知的研究历来从语言和内省出发。然而,人类依赖语言的定义忽视了大脑机制的进化根源,并限制了在实验动物中对其进行研究。我们提倡另一种观点,即认知(包括记忆)可以通过服务于身体功能的电路和算法的外适应和扩展来解释。新陈代谢和能量代谢过程的调节和保护需要大脑计算的时间演化,使生物体能够为改变未来状态做好准备。这种电路的适应很可能被用于探索生物体的生态位。我们举例说明,探索产生了认知地图,反过来,脱离环境的计算又允许精神穿越到过去(记忆)和未来(规划)。这种脑体互动不仅发生在清醒时,而且在睡眠时也会持续。海马系统的内分泌-生境和记忆双重贡献,尤其是在海马锐波涟漪期间的贡献,说明了这些转换步骤。
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引用次数: 0
Meningeal Mechanisms and the Migraine Connection. 脑膜机制与偏头痛的联系。
IF 12.1 1区 医学 Q1 NEUROSCIENCES Pub Date : 2023-07-10 Epub Date: 2023-03-13 DOI: 10.1146/annurev-neuro-080422-105509
Dan Levy, Michael A Moskowitz

Migraine is a complex neurovascular pain disorder linked to the meninges, a border tissue innervated by neuropeptide-containing primary afferent fibers chiefly from the trigeminal nerve. Electrical or mechanical stimulation of this nerve surrounding large blood vessels evokes headache patterns as in migraine, and the brain, blood, and meninges are likely sources of headache triggers. Cerebrospinal fluid may play a significant role in migraine by transferring signals released from the brain to overlying pain-sensitive meningeal tissues, including dura mater. Interactions between trigeminal afferents, neuropeptides, and adjacent meningeal cells and tissues cause neurogenic inflammation, a critical target for current prophylactic and abortive migraine therapies. Here we review the importance of the cranial meninges to migraine headaches, explore the properties of trigeminal meningeal afferents, and briefly review emerging concepts, such as meningeal neuroimmune interactions, that may one day prove therapeutically relevant.

偏头痛是一种复杂的神经血管性疼痛疾病,与脑膜有关,脑膜是由主要来自三叉神经的含神经肽初级传入纤维支配的边界组织。三叉神经周围的大血管受到电刺激或机械刺激时会引起偏头痛,而大脑、血液和脑膜可能是头痛的诱发因素。脑脊液可能在偏头痛中扮演重要角色,它将大脑释放的信号传递到包括硬脑膜在内的对疼痛敏感的脑膜组织。三叉神经传入、神经肽与邻近脑膜细胞和组织之间的相互作用会引起神经源性炎症,这是目前预防和缓解偏头痛疗法的一个重要靶点。在此,我们回顾了颅脑膜对偏头痛的重要性,探讨了三叉神经脑膜传入的特性,并简要回顾了脑膜神经免疫相互作用等新兴概念,这些概念有朝一日可能会被证明与治疗相关。
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引用次数: 0
Circadian Rhythms and Astrocytes: The Good, the Bad, and the Ugly. 昼夜节律与星形胶质细胞:好、坏、丑。
IF 13.9 1区 医学 Q1 Neuroscience Pub Date : 2023-07-10 Epub Date: 2023-03-28 DOI: 10.1146/annurev-neuro-100322-112249
Michael H Hastings, Marco Brancaccio, Maria F Gonzalez-Aponte, Erik D Herzog

This review explores the interface between circadian timekeeping and the regulation of brain function by astrocytes. Although astrocytes regulate neuronal activity across many time domains, their cell-autonomous circadian clocks exert a particular role in controlling longer-term oscillations of brain function: the maintenance of sleep states and the circadian ordering of sleep and wakefulness. This is most evident in the central circadian pacemaker, the suprachiasmatic nucleus, where the molecular clock of astrocytes suffices to drive daily cycles of neuronal activity and behavior. In Alzheimer's disease, sleep impairments accompany cognitive decline. In mouse models of the disease, circadian disturbances accelerate astroglial activation and other brain pathologies, suggesting that daily functions in astrocytes protect neuronal homeostasis. In brain cancer, treatment in the morning has been associated with prolonged survival, and gliomas have daily rhythms in gene expression and drug sensitivity. Thus, circadian time is fast becoming critical to elucidating reciprocal astrocytic-neuronal interactions in health and disease.

这篇综述探讨了昼夜节律计时与星形胶质细胞调节大脑功能之间的关系。虽然星形胶质细胞在许多时域调节神经元的活动,但它们的细胞自主昼夜节律钟在控制大脑功能的长期振荡方面发挥着特殊作用:维持睡眠状态以及睡眠和觉醒的昼夜顺序。这一点在中央昼夜节律起搏器--上丘脑核中最为明显,在这里,星形胶质细胞的分子钟足以驱动神经元活动和行为的每日周期。在阿尔茨海默病中,睡眠障碍伴随着认知能力的下降。在这种疾病的小鼠模型中,昼夜节律紊乱会加速星形胶质细胞的活化和其他脑部病变,这表明星形胶质细胞的日常功能可以保护神经元的稳态。在脑癌中,早晨治疗与延长生存期有关,胶质瘤的基因表达和药物敏感性也有日节律。因此,昼夜节律时间正迅速成为阐明健康和疾病中星形胶质细胞与神经元相互影响的关键。
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引用次数: 0
Specialized Networks for Social Cognition in the Primate Brain. 灵长类动物大脑中的社会认知特化网络
IF 12.1 1区 医学 Q1 NEUROSCIENCES Pub Date : 2023-07-10 DOI: 10.1146/annurev-neuro-102522-121410
Ben Deen, Caspar M Schwiedrzik, Julia Sliwa, Winrich A Freiwald

Primates have evolved diverse cognitive capabilities to navigate their complex social world. To understand how the brain implements critical social cognitive abilities, we describe functional specialization in the domains of face processing, social interaction understanding, and mental state attribution. Systems for face processing are specialized from the level of single cells to populations of neurons within brain regions to hierarchically organized networks that extract and represent abstract social information. Such functional specialization is not confined to the sensorimotor periphery but appears to be a pervasive theme of primate brain organization all the way to the apex regions of cortical hierarchies. Circuits processing social information are juxtaposed with parallel systems involved in processing nonsocial information, suggesting common computations applied to different domains. The emerging picture of the neural basis of social cognition is a set of distinct but interacting subnetworks involved in component processes such as face perception and social reasoning, traversing large parts of the primate brain.

灵长类动物进化出了多种认知能力,以驾驭复杂的社会世界。为了了解大脑如何实现关键的社会认知能力,我们描述了人脸处理、社会互动理解和心理状态归因等领域的功能特化。从单细胞到脑区内的神经元群,再到提取和表征抽象社会信息的分层网络,人脸处理系统都是专门化的。这种功能特化并不局限于感觉运动外围,而是似乎是灵长类动物大脑组织的一个普遍主题,一直延伸到皮层层次结构的顶点区域。处理社会信息的回路与处理非社会信息的并行系统并列,这表明共同的计算应用于不同的领域。关于社会认知神经基础的新图景是一组不同但相互作用的子网络,它们参与了人脸感知和社会推理等组成过程,穿越灵长类大脑的大部分区域。
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引用次数: 0
期刊
Annual review of neuroscience
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