brain states

大脑状态
  • 文章类型: Journal Article
    背景:主观体验是精神疾病性质的核心,然而,它在大多数精神病理学的经验方法中并没有发挥核心作用。虽然精神病学的现象学观点最近已经复苏,仍然需要基于明确的现象学和积极的基础的更详细的精神病理学过程模型。
    结论:我们提出了一个源自嵌套状态模型(NSM)的框架,通过该框架可以构建这种现象学基础模型。NSM将主观体验的动态结构描述为嵌套状态的系统,这些嵌套状态在层次结构中相互影响。这里,我们展示了NSM如何提供一个方案来表征包括各种心理病理过程的经验模式。我们证明了该方案在临床实践和更广泛地建立我们对精神病理学过程的知识方面的实用性。
    结论:NSM可以推进三个目标,我们认为这对于将现象学方法持久整合到精神病学中的精神病理学至关重要。首先,我们表明,NSM提供了一种构建临床配方和治疗考虑的方法,该方法完全基于个人的主观经验。第二,NSM为组织临床现象学研究的结果提供了一个框架,可以指导更广泛的基于现象学的精神病理学过程模型的构建。最后,NSM将我们对主观经验的看法与对大脑动力学的新兴观点相结合,帮助将现象学工作与正在进行的神经生理学研究联系起来。
    BACKGROUND: Subjective experience is central to the nature of mental illness, yet it has not played a central role in most empirical approaches to psychopathology. While phenomenological perspectives in psychiatry have seen a recent resurgence, there remains a need for more detailed models of psychopathological processes based on explicit phenomenological and enactive foundations.
    CONCLUSIONS: We present a framework derived from the Nested States Model (NSM) through which such phenomenologically-grounded models might be constructed. The NSM describes the dynamic structure of subjective experience as a system of nested states that reciprocally influence one another across hierarchical layers. Here, we show how the NSM provides a scheme for characterizing patterns of experience that comprise various psychopathological processes. We demonstrate the utility of this scheme both for clinical practice and for building our knowledge of psychopathological processes more broadly.
    CONCLUSIONS: The NSM can advance three aims that we see as critical for the lasting integration of phenomenological approaches to psychopathology within psychiatry. First, we show that the NSM provides a means for constructing clinical formulations and treatment considerations that center squarely on an individual\'s subjective experiences. Second, the NSM supplies a framework for organizing findings from clinical-phenomenological research that can guide the construction of broader phenomenologically-grounded models of psychopathological processes. Lastly, the NSM aligns our perspective on subjective experience with emerging perspectives on brain dynamics, helping to bridge phenomenological work with ongoing neurophysiological research.
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  • 文章类型: Journal Article
    背景:特征正念,倾向于在没有判断的情况下关注当下的经历,与青少年焦虑和抑郁呈负相关。了解特质正念的神经机制可能会为精神疾病的神经基础提供信息。然而,很少有研究确定与青春期特质正念相关的大脑连接状态,他们也没有评估这些国家的可靠性。
    方法:为了解决这个知识差距,我们通过2次功能磁共振成像(fMRI)扫描对106名12~15岁青少年(50%为女性)的大脑状态进行了严格评估.我们进行了静态和动态功能连通性分析,并评估了青少年在每种状态下花费多少时间的重测可靠性。对于可靠的国家,我们评估了与自我报告的特质正念的关联。
    结果:较高的特质正念与较低的焦虑和抑郁症状相关。静态功能连接(ICC从0.31-0.53)与特质正念无关。在我们确定的动态大脑状态中,大多数人在扫描中不可靠。然而,一个国家,网络之间提升的正连接的超连接状态,表现出良好的可靠性(ICC=0.65)。我们发现,青少年在这种超连接状态中花费的时间与特质正念呈正相关。
    结论:通过对超过100次静息状态fMRI扫描应用动态功能连接分析,我们确定了一个高度可靠的大脑状态,与特质正念相关。大脑状态可能反映了一种正念状态,或者更普遍的意识和唤醒,这在那些特质正念较高的人中可能更明显。
    UNASSIGNED: Trait mindfulness, the tendency to attend to present-moment experiences without judgement, is negatively correlated with adolescent anxiety and depression. Understanding the neural mechanisms underlying trait mindfulness may inform the neural basis of psychiatric disorders. However, few studies have identified brain connectivity states that correlate with trait mindfulness in adolescence, nor have they assessed the reliability of such states.
    UNASSIGNED: To address this gap in knowledge, we rigorously assessed the reliability of brain states across 2 functional magnetic resonance imaging (fMRI) scan from 106 adolescents aged 12 to 15 (50% female). We performed both static and dynamic functional connectivity analyses and evaluated the test-retest reliability of how much time adolescents spent in each state. For the reliable states, we assessed associations with self-reported trait mindfulness.
    UNASSIGNED: Higher trait mindfulness correlated with lower anxiety and depression symptoms. Static functional connectivity (ICCs from 0.31-0.53) was unrelated to trait mindfulness. Among the dynamic brains states we identified, most were unreliable within individuals across scans. However, one state, an hyperconnected state of elevated positive connectivity between networks, showed good reliability (ICC=0.65). We found that the amount of time that adolescents spent in this hyperconnected state positively correlated with trait mindfulness.
    UNASSIGNED: By applying dynamic functional connectivity analysis on over 100 resting-state fMRI scans, we identified a highly reliable brain state that correlated with trait mindfulness. The brain state may reflect a state of mindfulness, or awareness and arousal more generally, which may be more pronounced in those who are higher in trait mindfulness.
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  • 文章类型: Journal Article
    沉思神经科学越来越多地使用神经成像探索冥想。然而,冥想背后的大脑机制仍然难以捉摸。这里,我们实施了一个机制框架来探索冥想和休息期间专家冥想者的时空动力学,和休息时的控制。我们首先通过为每个条件定义概率亚稳态(PMS)空间来应用无模型方法,由一系列动态模式的不同发生概率组成。此外,我们通过将每个条件的PMS调整为全脑模型来实现基于模型的方法,这使我们能够在计算机扰动中探索从静息状态到冥想的过渡,反之亦然。因此,我们评估了不同脑区的扰动性和局部-全局机制效应的敏感性.总的来说,与休息相比,我们的工作揭示了冥想中独特的全脑动态,以及局部人工扰动如何诱导跃迁。它激发了未来的工作,将冥想作为一种健康实践,并作为脑部疾病的潜在疗法。
    我们的工作探索了一组专家冥想者和控制者的大脑动力学。首先,我们用一系列大脑模式来描述冥想和休息,每个都有其不同的发生概率。然后,我们生成了每种情况的全脑模型,这使我们能够人为地干扰系统,以引起休息和冥想之间的过渡。我们的研究结果为冥想研究开辟了新的途径,作为健康和疾病的实践。
    Contemplative neuroscience has increasingly explored meditation using neuroimaging. However, the brain mechanisms underlying meditation remain elusive. Here, we implemented a mechanistic framework to explore the spatiotemporal dynamics of expert meditators during meditation and rest, and controls during rest. We first applied a model-free approach by defining a probabilistic metastable substate (PMS) space for each condition, consisting of different probabilities of occurrence from a repertoire of dynamic patterns. Moreover, we implemented a model-based approach by adjusting the PMS of each condition to a whole-brain model, which enabled us to explore in silico perturbations to transition from resting-state to meditation and vice versa. Consequently, we assessed the sensitivity of different brain areas regarding their perturbability and their mechanistic local-global effects. Overall, our work reveals distinct whole-brain dynamics in meditation compared to rest, and how transitions can be induced with localized artificial perturbations. It motivates future work regarding meditation as a practice in health and as a potential therapy for brain disorders.
    Our work explores brain dynamics in a group of expert meditators and controls. First, we characterized meditation and rest with a repertoire of brain patterns, each with its distinct probability of occurrence. Then, we generated whole-brain models of each condition, which enabled us to artificially perturb the systems to induce transitions between rest and meditation. Our results open new avenues in meditation research as a practice in health and disease.
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  • 文章类型: Journal Article
    精神分裂症(SZ)患者在各个脑域中表现出异常的静态和动态功能连接。我们提出了一种基于静态和动态网络间连接熵(ICE)的新方法,它表示给定网络与所有其他大脑网络的连通性的熵。这种新颖的方法使得能够研究连接强度如何在SZ患者和健康对照中的可用靶标之间异质分布。我们分析了151名精神分裂症患者和160名健康对照者的功能磁共振成像数据。我们的评估包括静态和动态ICE,揭示SZ患者和健康对照(HC)之间可用脑网络连通性水平的异质性存在显着差异。这些网络与皮层下(SC)相关联,听觉(AUD),感觉运动(SM),视觉(VIS),认知控制(CC),默认模式网络(DMN)和小脑(CB)功能脑域。在SZ患者中观察到的ICE升高表明,患者在每个源网络的功能区域中的时变连接强度分布中表现出明显更高的随机性。与健康对照组相比。功能ICE相关矩阵的C-means模糊聚类分析显示,SZ患者在弱,低尺度功能熵相关,而对照组在强集群中显示出更大的占用权重,大规模的功能熵相关。对时间索引ICE向量的k均值聚类分析显示,ICE最高的集群在SZ患者中的占用率更高,而ICE最低的集群在对照组中的占用率更高。此外,我们的动态ICE方法表明,大脑主要通过复杂的循环似乎是健康的,结构化程度较低的连接模式,偶尔过渡到更集中的模式。然而,拥有SZ的个人似乎很难暂时实现这些更集中和结构化的连接模式。提出的ICE措施提供了一个新的框架,可以更深入地了解了解健康和疾病大脑状态的机制,并在开发诊断精神健康状况的先进方法方面迈出了重要的一步。
    Schizophrenia (SZ) patients exhibit abnormal static and dynamic functional connectivity across various brain domains. We present a novel approach based on static and dynamic inter-network connectivity entropy (ICE), which represents the entropy of a given network\'s connectivity to all the other brain networks. This novel approach enables the investigation of how connectivity strength is heterogeneously distributed across available targets in both SZ patients and healthy controls. We analyzed fMRI data from 151 schizophrenia patients and demographically matched 160 healthy controls. Our assessment encompassed both static and dynamic ICE, revealing significant differences in the heterogeneity of connectivity levels across available brain networks between SZ patients and healthy controls (HC). These networks are associated with subcortical (SC), auditory (AUD), sensorimotor (SM), visual (VIS), cognitive control (CC), default mode network (DMN) and cerebellar (CB) functional brain domains. Elevated ICE observed in individuals with SZ suggests that patients exhibit significantly higher randomness in the distribution of time-varying connectivity strength across functional regions from each source network, compared to healthy control group. C-means fuzzy clustering analysis of functional ICE correlation matrices revealed that SZ patients exhibit significantly higher occupancy weights in clusters with weak, low-scale functional entropy correlation, while the control group shows greater occupancy weights in clusters with strong, large-scale functional entropy correlation. k-means clustering analysis on time-indexed ICE vectors revealed that cluster with highest ICE have higher occupancy rates in SZ patients whereas clusters characterized by lowest ICE have larger occupancy rates for control group. Furthermore, our dynamic ICE approach revealed that it appears healthy for a brain to primarily circulate through complex, less structured connectivity patterns, with occasional transitions into more focused patterns. However, individuals with SZ seem to struggle with transiently attaining these more focused and structured connectivity patterns. Proposed ICE measure presents a novel framework for gaining deeper insights into understanding mechanisms of healthy and disease brain states and a substantial step forward in the developing advanced methods of diagnostics of mental health conditions.
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  • 文章类型: Journal Article
    有大量证据表明神经调节系统会严重影响大脑状态动力学;然而,大多数工作纯粹是描述性的。这里,我们量化,使用结合基底前脑局部失活和同时测量猕猴静息状态fMRI活动的数据,远程胆碱能输入对大脑皮层脑状态稳定的因果作用。Meynert基底核(nbM)的局部失活导致皮质持续活动中fMRI状态转变所需的能量屏障减少。此外,特定nbM子区域的失活主要影响已知接收直接解剖投影的皮质区域中的信息传递。我们在胆碱能对神经元放电率和缓慢的超极化适应电流的简单神经动力学模型中证明了这些结果。我们得出的结论是,胆碱能系统在稳定宏观脑状态动力学中起着至关重要的作用。
    There is substantial evidence that neuromodulatory systems critically influence brain state dynamics; however, most work has been purely descriptive. Here, we quantify, using data combining local inactivation of the basal forebrain with simultaneous measurement of resting-state fMRI activity in the macaque, the causal role of long-range cholinergic input to the stabilization of brain states in the cerebral cortex. Local inactivation of the nucleus basalis of Meynert (nbM) leads to a decrease in the energy barriers required for an fMRI state transition in cortical ongoing activity. Moreover, the inactivation of particular nbM sub-regions predominantly affects information transfer in cortical regions known to receive direct anatomical projections. We demonstrate these results in a simple neurodynamical model of cholinergic impact on neuronal firing rates and slow hyperpolarizing adaptation currents. We conclude that the cholinergic system plays a critical role in stabilizing macroscale brain state dynamics.
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  • 文章类型: Journal Article
    目的 运动网络对经颅磁刺激(TMS)的皮质脊髓反应是高度可变的。虽然经常被认为是噪音,这种变异性提供了一种探测与兴奋性相关的动态大脑状态的方法。我们旨在发现自发发生的皮质状态会改变皮质脊髓的兴奋性。
方法
在TMS记录快速神经动力学期间记录的脑电图(EEG)-不幸的是,以解剖学精度为代价。我们采用分析通用空间模式(aCSP)技术从TMS前脑电信号中得出与兴奋性相关的皮层活动,同时克服了空间特异性问题。
主要结果
通过α带活性预测高皮质脊髓兴奋性,位于受刺激的左运动皮层附近,并暗示了向额叶区域的行波状现象。通过位于内侧-枕骨和额叶皮质区域的α带活动来预测低兴奋性。
意义
我们建立了一种数据驱动的方法,用于发现调节TMS效应的网络级神经活动。它不需要事先的解剖学假设,在生理上可以解释的同时,并可用于探索性研究和大脑状态依赖性刺激。
    Objective.The corticospinal responses of the motor network to transcranial magnetic stimulation (TMS) are highly variable. While often regarded as noise, this variability provides a way of probing dynamic brain states related to excitability. We aimed to uncover spontaneously occurring cortical states that alter corticospinal excitability.Approach.Electroencephalography (EEG) recorded during TMS registers fast neural dynamics-unfortunately, at the cost of anatomical precision. We employed analytic Common Spatial Patterns technique to derive excitability-related cortical activity from pre-TMS EEG signals while overcoming spatial specificity issues.Main results.High corticospinal excitability was predicted by alpha-band activity, localized adjacent to the stimulated left motor cortex, and suggesting a travelling wave-like phenomenon towards frontal regions. Low excitability was predicted by alpha-band activity localized in the medial parietal-occipital and frontal cortical regions.Significance.We established a data-driven approach for uncovering network-level neural activity that modulates TMS effects. It requires no prior anatomical assumptions, while being physiologically interpretable, and can be employed in both exploratory investigation and brain state-dependent stimulation.
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  • 文章类型: Journal Article
    我们提出了一种用于高维脑体状态的计算框架,作为由内部感觉控制的嵌套内部和外部动力学的瞬态实施例。统一最近的理论工作,我们提出了将任意状态复杂性降低到可观察到的特征数量的方法,以便准确预测和干预病理轨迹。
    We propose a computational framework for high-dimensional brain-body states as transient embodiments of nested internal and external dynamics governed by interoception. Unifying recent theoretical work, we suggest ways to reduce arbitrary state complexity to an observable number of features in order to accurately predict and intervene in pathological trajectories.
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  • 文章类型: Journal Article
    大规模的皮层动力学在许多认知功能中起着至关重要的作用,例如目标导向行为,运动学习和感官加工。众所周知,包括觉醒在内的大脑状态,睡眠,和麻醉调节神经元的放电和同步内和跨不同的大脑区域。然而,大脑状态如何在中尺度水平上影响大脑皮层活动,人们了解较少。这项工作旨在识别处于不同大脑状态的皮质区域。为此,我们采用ICA组(独立成分分析)对不同麻醉水平和清醒状态下小鼠大脑皮层活动进行了宽视野成像记录.由于这种方法,我们确定了代表皮层网络元素的独立成分(IC),这些成分在麻醉水平下降的情况下在清醒状态下在受试者中很常见。我们发现与脾后皮质相关的IC表现出对大脑状态的明显依赖性,在更深的麻醉水平中最普遍,在过渡到清醒状态期间逐渐减少。分析IC的发生,我们发现在较深的麻醉状态下的活动的特征是在后脾成分之间具有很强的相关性,并且在向清醒过渡时这种相关性降低。总体而言,这些结果表明,在较深的麻醉状态下,后内侧皮质的共激活比其他连接模式占优势。而更丰富的动力学表现在较轻的麻醉水平和清醒状态。
    Large-scale cortical dynamics play a crucial role in many cognitive functions such as goal-directed behaviors, motor learning and sensory processing. It is well established that brain states including wakefulness, sleep, and anesthesia modulate neuronal firing and synchronization both within and across different brain regions. However, how the brain state affects cortical activity at the mesoscale level is less understood. This work aimed to identify the cortical regions engaged in different brain states. To this end, we employed group ICA (Independent Component Analysis) to wide-field imaging recordings of cortical activity in mice during different anesthesia levels and the awake state. Thanks to this approach we identified independent components (ICs) representing elements of the cortical networks that are common across subjects under decreasing levels of anesthesia toward the awake state. We found that ICs related to the retrosplenial cortices exhibited a pronounced dependence on brain state, being most prevalent in deeper anesthesia levels and diminishing during the transition to the awake state. Analyzing the occurrence of the ICs we found that activity in deeper anesthesia states was characterized by a strong correlation between the retrosplenial components and this correlation decreases when transitioning toward wakefulness. Overall these results indicate that during deeper anesthesia states coactivation of the posterior-medial cortices is predominant over other connectivity patterns, whereas a richer repertoire of dynamics is expressed in lighter anesthesia levels and the awake state.
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  • 文章类型: Preprint
    早期生活逆境(ELA)使个人终生容易患上身体和精神障碍。ELA如何影响大脑功能导致这种脆弱性正在进行激烈的调查。研究已经开始阐明ELA对限定回路内局部大脑区域的影响。然而,调查包括多个局部区域的全脑神经活动,确定区域之间的活动关系,并根据经验条件确定活动的变化是必要的。这里,我们对正常饲养或ELA暴露的成人进行了纵向锰增强磁共振成像(MEMRI)成像.图像是在自由移动的家笼状态下拍摄的,在自然主义威胁之后的短期和长期。用新的计算方法分析图像,包括自动分割和分数激活或差异体积。我们发现,与多个大脑区域的正常饲养相比,ELA后神经活动增加,其中一些涉及防御和/或奖励电路。广泛分布的神经活动模式,“大脑状态”,以及它们在威胁后的动态被ELA改变。在受到严重威胁时,ELA小鼠在许多这些区域内保留了增强的神经活动,在中脑和后脑的单胺能中心出现了新的过度活跃反应。急性威胁后九天,增强的神经活动保持在蓝斑内,并在后杏仁核内增加,腹侧海马,下丘脑背内侧和腹内侧,而活动减少出现在内侧前额叶皮质区域(前边缘,下边缘,前扣带)。这些结果表明,多个大脑系统之间会出现功能失衡,这取决于ELA后的背景和累积经验。
    早期生活逆境(ELA)是成人健康的关键决定因素。然而,这种关联的神经生物学基础仍然难以捉摸.经历过ELA的啮齿动物的局部大脑区域内的神经活动不同,然而,迄今为止,这种局部活动如何影响整体大脑状态还不清楚。在这里,我们使用纵向锰增强MRI来揭示与正常饲养相比,ELA改变的全脑活动。先进的计算分析揭示了在一系列条件下,整个大脑中分段神经活动的广泛重新配置:自由移动,经历威胁或其后果。这些脑状态动力学是ELA独有的。ELA后大脑状态的重新配置,第一次出现在这里,可能是童年逆境后精神和身体障碍的基础。
    Early life adversity (ELA) predisposes individuals to both physical and mental disorders lifelong. How ELA affects brain function leading to this vulnerability is under intense investigation. Research has begun to shed light on ELA effects on localized brain regions within defined circuits. However, investigations into brain-wide neural activity that includes multiple localized regions, determines relationships of activity between regions and identifies shifts of activity in response to experiential conditions is necessary. Here, we performed longitudinal manganese-enhanced magnetic resonance imaging (MEMRI) to image the brain in normally reared or ELA-exposed adults. Images were captured in the freely moving home cage condition, and short- and long-term after naturalistic threat. Images were analyzed with new computational methods, including automated segmentation and fractional activation or difference volumes. We found that neural activity was increased after ELA compared to normal rearing in multiple brain regions, some of which are involved in defensive and/or reward circuitry. Widely distributed patterns of neural activity, \"brain states\", and their dynamics after threat were altered with ELA. Upon acute threat, ELA-mice retained heightened neural activity within many of these regions, and new hyperactive responses emerged in monoaminergic centers of the mid- and hindbrain. Nine days after acute threat, heightened neural activity remained within locus coeruleus and increased within posterior amygdala, ventral hippocampus, and dorso- and ventromedial hypothalamus, while reduced activity emerged within medial prefrontal cortical regions (prelimbic, infralimbic, anterior cingulate). These results reveal that functional imbalances arise between multiple brain-systems which are dependent upon context and cumulative experiences after ELA.
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  • 文章类型: Journal Article
    很长一段时间,据推测,腹侧被盖区(VTA)和黑质致密(SNc)的多巴胺能(DA)神经元通过增加或减少其活动来均匀地响应奖励和厌恶刺激,分别。这种反应被认为是关于感知刺激值的信号。通过奖励和厌恶刺激激发的VTA和SNcDA神经元的识别已导致将VTA和SNcDA神经元分为两个亚群:一个信号传递价值,另一个信号传递刺激的显著性。研究表明,大脑的一般状态可以调节VTA和SNcDA神经元的电活动,但是这个因素是否也会影响对厌恶刺激的反应,例如脚部电击(FS)。为了解决这个问题,我们已经记录了在尿烷麻醉的大鼠中,VTA和SNcDA神经元在皮质激活和慢波活动脑状态下对FSs的反应。加上中脑DA神经元的厌恶信号的知识,我们报道,相当比例的VTA和SNcDA神经元可以以依赖大脑状态的方式改变其对厌恶刺激的反应。这些神经元中的大多数在皮层激活期间响应于FS而降低了其活性,但在慢波活动期间转为增加。可以假设DA神经元的这个亚群可能参与刺激的价值和显著性的“双重信号”。取决于大脑的一般状态。
    For a long time, it has been assumed that dopaminergic (DA) neurons in both the ventral tegmental area (VTA) and the substantia nigra pars compacta (SNc) uniformly respond to rewarding and aversive stimuli by either increasing or decreasing their activity, respectively. This response was believed to signal information about the perceived stimuli\'s values. The identification of VTA&SNc DA neurons that are excited by both rewarding and aversive stimuli has led to the categorisation of VTA&SNc DA neurons into two subpopulations: one signalling the value and the other signalling the salience of the stimuli. It has been shown that the general state of the brain can modulate the electrical activity of VTA&SNc DA neurons, but it remains unknown whether this factor may also influence responses to aversive stimuli, such as a footshock (FS). To address this question, we have recorded the responses of VTA&SNc DA neurons to FSs across cortical activation and slow wave activity brain states in urethane-anaesthetised rats. Adding to the knowledge of aversion signalling by midbrain DA neurons, we report that significant proportion of VTA&SNc DA neurons can change their responses to an aversive stimulus in a brain state-dependent manner. The majority of these neurons decreased their activity in response to FS during cortical activation but switched to increasing it during slow wave activity. It can be hypothesised that this subpopulation of DA neurons may be involved in the \'dual signalling\' of both the value and the salience of the stimuli, depending on the general state of the brain.
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