Connectivity

连通性
  • 文章类型: Journal Article
    跨物种研究提高了人类对大脑区域的理解,随着使用磁共振成像技术的跨物种比较变得越来越普遍。目前,关于人类语言区域的跨物种研究主要集中在传统的大脑区域,例如Broca区域。虽然一些研究表明人类的语言功能也涉及其他语言区域,人类和猕猴的这些大脑区域之间的对应关系尚不清楚。这项研究计算了人类和猕猴大脑中高级语言处理区域之间的连接强度,根据白质纤维束的结构连接确定同源目标区域,并比较了这两个物种的连通性。实验结果表明,猕猴的大脑区域表现出与人类高级语言处理区域相似的连接模式。这一发现表明,虽然人脑区域的功能是专门的,它仍然保持着与猕猴相似的结构连通性。
    Cross-species research has advanced human understanding of brain regions, with cross-species comparisons using magnetic resonance imaging technology becoming increasingly common. Currently, cross-species research on human language regions has primarily focused on traditional brain areas such as the Broca region. While some studies have indicated that human language function also involves other language regions, the corresponding relationships between these brain regions in humans and macaques remain unclear. This study calculated the strength of the connections between the high-level language processing regions in human and macaque brains, identified homologous target areas based on the structural connections of white-matter fiber bundles, and compared the connectivity profiles of both species. The results of the experiment demonstrated that macaques possess brain regions which exhibit connectivity patterns resembling those found in human high-level language processing regions. This discovery suggests that while the function of a human brain region is specialized, it still maintains a structural connectivity similar to that seen in macaques.
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  • 文章类型: Journal Article
    了解受伤的大脑对不同的经颅直流电刺激(tDCS)蒙太奇的反应可能有助于解释中风后运动增益的可变tDCS治疗结果。已发现皮质连通性反映了中风后的运动增益和皮质可塑性,但是tDCS之后的连通性变化仍然未知。我们旨在研究tDCS诱导的皮质连通性变化与卒中后运动增益之间的关系。在这项研究中,参与者被分配接受四个tDCS蒙太奇(阳极,Cathodal,双边,和假)在初级运动皮层(M1)上,根据单盲,随机化,交叉设计。干预前后分别进行脑电图(EEG)和Jebsen-Taylor手功能测试(JTT)。使用β带相干性以同侧和对侧M1作为种子区域来测量运动皮层连通性。基于JTT完成时间评估运动增益。我们检查了基线连通性与临床特征之间的关系,以及不同tDCS蒙太奇后连通性变化与运动增益之间的关系。基线功能连接,运动障碍,与卒中后持续时间相关。高同侧M1-额-颞连通性与良好的基线运动状态相关,连接增加伴随着阳极tDCS治疗后良好的功能改善。对比M1-额叶-中央连通性低与良好的基线运动状态相关,在阴极tDCS治疗后,连通性下降伴随着良好的功能改善。总之,基于EEG的运动皮层连通性与卒中特征相关,包括运动障碍和中风后持续时间,阳极和阴极tDCS引起的运动增益。
    Understanding the response of the injured brain to different transcranial direct current stimulation (tDCS) montages may help explain the variable tDCS treatment results on poststroke motor gains. Cortical connectivity has been found to reflect poststroke motor gains and cortical plasticity, but the changes in connectivity following tDCS remain unknown. We aimed to investigate the relationship between tDCS-induced changes in cortical connectivity and poststroke motor gains. In this study, participants were assigned to receive four tDCS montages (anodal, cathodal, bilateral, and sham) over the primary motor cortex (M1) according to a single-blind, randomized, crossover design. Electroencephalography (EEG) and Jebsen-Taylor hand function test (JTT) were performed before and after the intervention. Motor cortical connectivity was measured using beta-band coherence with the ipsilesional and contralesional M1 as seed regions. Motor gain was evaluated based on the JTT completion time. We examined the relationship between baseline connectivity and clinical characteristics and that between changes in connectivity and motor gains after different tDCS montages. Baseline functional connectivity, motor impairment, and poststroke duration were correlated. High ipsilesional M1-frontal-temporal connectivity was correlated with a good baseline motor status, and increased connectivity was accompanied by good functional improvement following anodal tDCS treatment. Low contralesional M1-frontal-central connectivity was correlated with a good baseline motor status, and decreased connectivity was accompanied by good functional improvement following cathodal tDCS treatment. In conclusion, EEG-based motor cortical connectivity was correlated with stroke characteristics, including motor impairment and poststroke duration, and motor gains induced by anodal and cathodal tDCS.
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  • 文章类型: Journal Article
    微生物通过其丰富的物种多样性和重要的生态系统功能支配着陆地生态系统,如生物地球化学循环和菌根共生。真菌和其他生物形成不同的关联网络。然而,属于不同王国的物种在多王国社区网络中的作用在很大程度上仍然难以捉摸。鉴于综合微生物组倡议,我们使用SPIEC-EASI方法从高海拔林地土壤中推断了多个王国的生物关联。植物之间的生物相互作用,线虫,真菌,细菌,和古细菌在社区和网络层面进行了调查。与单一王国网络相比,多王国网络及其关联使王国内和跨王国边缘数分别增加了1012和10772,以及平均连通性和负边缘比例为15.2%和0.8%,分别。真菌参与增加了网络稳定性(即,对节点损耗的抵抗力)和连通性,但是降低了模块性,与单一王国的植物网络相比,线虫,细菌,和古细菌。在整个多王国网络中,真菌结节的特征是程度和介数明显高于细菌。真菌更经常扮演连接器的角色,链接不同的模块。始终如一,矩阵的结构方程模型和多元回归证实了真菌在群落层面的“桥梁”作用,连接植物和其他土壤生物群。总的来说,我们的发现表明,真菌可以稳定多王国网络的自组织过程。这些发现有助于在自然生态系统中启动和开展多王国社区研究,以揭示复杂的地上和地下联系。
    Microbes dominate terrestrial ecosystems via their great species diversity and vital ecosystem functions, such as biogeochemical cycling and mycorrhizal symbiosis. Fungi and other organisms form diverse association networks. However, the roles of species belonging to different kingdoms in multi-kingdom community networks have remained largely elusive. In light of the integrative microbiome initiative, we inferred multiple-kingdom biotic associations from high elevation timberline soils using the SPIEC-EASI method. Biotic interactions among plants, nematodes, fungi, bacteria, and archaea were surveyed at the community and network levels. Compared to single-kingdom networks, multi-kingdom networks and their associations increased the within-kingdom and cross-kingdom edge numbers by 1012 and 10,772, respectively, as well as mean connectivity and negative edge proportion by 15.2 and 0.8%, respectively. Fungal involvement increased network stability (i.e., resistance to node loss) and connectivity, but reduced modularity, when compared with those in the single-kingdom networks of plants, nematodes, bacteria, and archaea. In the entire multi-kingdom network, fungal nodes were characterized by significantly higher degree and betweenness than bacteria. Fungi more often played the role of connector, linking different modules. Consistently, structural equation modeling and multiple regression on matrices corroborated the \"bridge\" role of fungi at the community level, linking plants and other soil biota. Overall, our findings suggest that fungi can stabilize the self-organization process of multi-kingdom networks. The findings facilitate the initiation and carrying out of multi-kingdom community studies in natural ecosystems to reveal the complex above- and belowground linkages.
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  • 文章类型: Journal Article
    注意力通常被视为精神上的聚光灯,它可以像变焦镜头一样在特定的空间位置进行缩放,并具有中心环绕梯度。这里,我们展示了沿着视觉层次结构的信号传输中注意力聚光灯的神经特征。在视网膜V1和下游区域之间进行了fMRI背景连通性分析,以表征两种注意状态下区域间相互作用的空间分布。我们发现,与分散的注意力相比,焦点注意力增强了背景连通性强度的空间梯度。动态因果模型分析进一步揭示了注意力在V1和语外皮层之间的反馈和前馈连接中的作用。在引发强烈拥挤效应的背景下,注意力在背景连通性配置文件中的影响减弱。我们的发现揭示了通过调节人类视觉皮层早期阶段的反复处理来实现信息传输中与上下文相关的注意力优先顺序。
    Attention is often viewed as a mental spotlight, which can be scaled like a zoom lens at specific spatial locations and features a center-surround gradient. Here, we demonstrate a neural signature of attention spotlight in signal transmission along the visual hierarchy. fMRI background connectivity analysis was performed between retinotopic V1 and downstream areas to characterize the spatial distribution of inter-areal interaction under two attentional states. We found that, compared to diffused attention, focal attention sharpened the spatial gradient in the strength of the background connectivity. Dynamic causal modeling analysis further revealed the effect of attention in both the feedback and feedforward connectivity between V1 and extrastriate cortex. In a context which induced a strong effect of crowding, the effect of attention in the background connectivity profile diminished. Our findings reveal a context-dependent attention prioritization in information transmission via modulating the recurrent processing across the early stages in human visual cortex.
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  • 文章类型: Journal Article
    许多研究报告了关于性别对儿童和成人语言大脑功能组织的影响的不一致结果。然而,出生时功能性语言网络中性别差异的数据很少。因此,我们使用功能近红外光谱技术研究了新生儿语言相关脑区静息状态功能连接的性别差异.结果显示,女性新生儿在颞上回和颞中回之间表现出明显更强的功能连通性,颞上回和右半球的Broca区,以及右侧颞上回和左侧布洛卡区之间。然而,统计分析未能揭示两组在静息状态下与语言相关的大脑区域的功能偏侧化。一起,这些结果表明,语言系统的发作可能在女性中更早开始,因为女性新生儿右脑中更强的功能连接可能是由韵律信息的处理形成的,这主要构成了新生儿在子宫里的第一次言语体验。出生后更多的分段信息暴露可能会导致两组语言系统功能连接的增强。导致雄性向左偏侧化更强,雌性则更平衡或向左。
    Numerous studies reported inconsistent results concerning gender influences on the functional organization of the brain for language in children and adults. However, data for the gender differences in the functional language networks at birth are sparse. Therefore, we investigated gender differences in resting-state functional connectivity in the language-related brain regions in newborns using functional near-infrared spectroscopy. The results revealed that female newborns demonstrated significantly stronger functional connectivities between the superior temporal gyri and middle temporal gyri, the superior temporal gyri and the Broca\'s area in the right hemisphere, as well as between the right superior temporal gyri and left Broca\'s area. Nevertheless, statistical analysis failed to reveal functional lateralization of the language-related brain areas in resting state in both groups. Together, these results suggest that the onset of language system might start earlier in females, because stronger functional connectivities in the right brain in female neonates were probably shaped by the processing of prosodic information, which mainly constitutes newborns\' first experiences of speech in the womb. More exposure to segmental information after birth may lead to strengthened functional connectivities in the language system in both groups, resulting in a stronger leftward lateralization in males and a more balanced or leftward dominance in females.
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  • 文章类型: Journal Article
    记忆障碍是术后认知功能障碍的主要特征之一。大脑的术后病理变化如何与记忆障碍联系起来仍然难以捉摸。通过七氟醚麻醉下的部分肝切除术以及小鼠的术前约束应力(Hep-Sev-stress)来模拟围手术期的临床设置。通过恐惧条件评估记忆变化。手术前28天,通过注射神经示踪剂评估内侧前额叶皮质(mPFC)-背侧海马的连通性。通过将AAV-GFAP-hM4Di-eGFP注射到mPFC中来限制星形细胞活化。用PSD-95和S100β或Iba1共标记海马神经元轴突末端,可以观察到突触的星形细胞和小胶质细胞吞噬作用。还检测了神经炎症和氧化应激状态。Hep-Sev压力损害了记忆巩固(平均值[标准误差],49.91[2.55]%vs.在上下文记忆中35.40[3.97]%,p=0.007;40.72[2.78]%vs.提示内存中27.77[2.22]%,p=0.002)和提示记忆检索(39.00[3.08]%vs.24.11[2.06]%,与未处理的对照相比,小鼠中的p=0.001)。Hep-Sev应激破坏了从背侧海马到mPFC的连接,但没有破坏从mPFC到背侧海马的连接,并增加了mPFC中海马神经元轴突末端的星形细胞而不是小胶质细胞吞噬作用。干预还以区域依赖性方式诱导背侧海马和mPFC中的神经炎症和氧化应激。限制mPFC中的星形胶质细胞激活减轻了Hep-Sev应激引起的记忆巩固损害。由于星形细胞吞噬作用引起的从背侧海马到内侧前额叶皮层的连接损伤,术后记忆巩固受损。
    Memory impairment is one of the main characteristics of postoperative cognitive dysfunction. It remains elusive how postoperative pathological changes of the brain link to the memory impairment. The clinical setting of perioperation was mimicked via partial hepatectomy under sevoflurane anaesthesia together with preoperative restraint stress (Hep-Sev-stress) in mice. Memory changes were assessed with fear conditioning. The medial prefrontal cortex (mPFC)-dorsal hippocampus connectivity was evaluated with injecting neurotracer 28 days before surgery. Astrocytic activation was limited via injecting AAV-GFAP-hM4Di-eGFP into the mPFC. Astrocytic and microglial phagocytosis of synapses were visualised with co-labelling hippocampal neuronal axon terminals with PSD-95 and S100β or Iba1. Neuroinflammation and oxidative stress status were also detected. Hep-Sev-stress impaired the memory consolidation (mean [standard error], 49.91 [2.55]% vs. 35.40 [3.97]% in the contextual memory, p = 0.007; 40.72 [2.78]% vs. 27.77 [2.22]% in cued memory, p = 0.002) and the cued memory retrieval (39.00 [3.08]% vs. 24.11 [2.06]%, p = 0.001) in mice when compared with these in the naïve controls. Hep-Sev-stress damaged the connectivity from the dorsal hippocampus to mPFC but not from the mPFC to the dorsal hippocampus and increased the astrocytic but not microglial phagocytosis of hippocampal neuronal axon terminals in the mPFC. The intervention also induced neuroinflammation and oxidative stress in the dorsal hippocampus and the mPFC in a regional-dependent manner. Limiting astrocyte activation in the mPFC alleviated memory consolidation impairment induced by Hep-Sev-stress. Postoperative memory consolidation was impaired due to astrocytic phagocytosis-induced connectivity injury from the dorsal hippocampus to the medial prefrontal cortex.
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  • 文章类型: Journal Article
    我们检查了小鼠神经元轴突中突触前接触的分布,并使用1,891个完全重建的神经元的广泛数据集构建了全脑单细胞神经元网络。我们发现,布顿的位置在整个轴突和大脑区域之间并不均匀。由于我们的算法能够从全形态学重建数据集生成全脑单细胞连接矩阵,我们进一步发现,非均匀布顿位置对网络布线有显著影响,包括学位分布,三合会人口普查,和社区结构。通过扰乱神经元形态,我们进一步探讨了解剖细节和网络拓扑之间的联系.在我们的计算机模拟探索中,我们发现树枝状和轴突树的跨度对网络布线的影响最大,其次是突触接触缺失。我们的结果表明,在单细胞水平的全脑网络研究中,必须仔细解决神经解剖学细节。
    We examined the distribution of pre-synaptic contacts in axons of mouse neurons and constructed whole-brain single-cell neuronal networks using an extensive dataset of 1,891 fully reconstructed neurons. We found that bouton locations were not homogeneous throughout the axon and among brain regions. As our algorithm was able to generate whole-brain single-cell connectivity matrices from full morphology reconstruction datasets, we further found that non-homogeneous bouton locations have a significant impact on network wiring, including degree distribution, triad census, and community structure. By perturbing neuronal morphology, we further explored the link between anatomical details and network topology. In our in silico exploration, we found that dendritic and axonal tree span would have the greatest impact on network wiring, followed by synaptic contact deletion. Our results suggest that neuroanatomical details must be carefully addressed in studies of whole-brain networks at the single-cell level.
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  • 文章类型: Journal Article
    目的:探讨慢性脑卒中患者的静息状态皮层脑电图(EEG)节律和网络,并探讨其与偏瘫上肢运动功能的相关性。
    方法:将22例慢性中风患者的静息状态脑电图数据与19例年龄匹配和16例年轻健康对照的脑电图数据进行比较。分析了脑电节律功率和网络指标。使用Fugl-Meyer评估-上肢评分和动作研究手臂测试评估上肢运动功能。
    结果:与健康对照组相比,慢性中风患者表现出半球不对称,低频活动增加,高频活动减少。与对比侧相比,中风患者的同侧半球表现出降低的α和低β带节点强度和聚类系数。δ带中的低β功率和节点强度与偏瘫臂的运动功能相关。
    结论:受中风影响的半球表现出低频振荡,并在大脑网络中降低影响和功能隔离。β活性低、半球间δ带网络再分布与偏瘫上肢运动功能相关,提示卒中后涉及两个半球的代偿机制。
    To investigate the resting-state cortical electroencephalogram (EEG) rhythms and networks in patients with chronic stroke and examine their correlation with motor functions of the hemiplegic upper limb.
    Resting-state EEG data from 22 chronic stroke patients were compared to EEG data from 19 age-matched and 16 younger-age healthy controls. The EEG rhythmic powers and network metrics were analyzed. Upper limb motor functions were evaluated using the Fugl-Meyer assessment-upper extremity scores and action research arm test.
    Compared with healthy controls, patients with chronic stroke showed hemispheric asymmetry, with increased low-frequency activity and decreased high-frequency activity. The ipsilesional hemisphere of stroke patients exhibited reduced alpha and low beta band node strength and clustering coefficient compared to the contralesional side. Low beta power and node strength in the delta band correlated with motor functions of the hemiplegic arm.
    The stroke-affected hemisphere showed low-frequency oscillations and decreased influence and functional segregation in the brain network. Low beta activity and redistribution of delta band network between hemispheres were correlated with motor functions of hemiplegic upper limb, suggesting a compensatory mechanism involving both hemispheres post-stroke.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    目的:在精神分裂症研究中,磁共振成像的发现存在巨大的异质性。这里,我们假设通过精神分裂症的结构和功能成像研究确定的大脑区域可以在一个共同的网络中进行协调.
    方法:我们系统回顾了文献中评估精神分裂症患者大脑形态或静息状态局部功能的病例对照研究。使用健康的人类连接体(n=652)和经过验证的技术“坐标网络映射”来识别精神分裂症中受影响的常见大脑网络。然后,我们通过从13项荟萃分析中收集的独立数据检验了该精神分裂症网络的特异性.该精神分裂症网络的临床相关性是在药物的独立数据上进行测试的。神经调节,和脑部病变。
    结果:我们确定了83项形态学研究和60项功能研究,包括7389名精神分裂症患者和7408名对照受试者。“坐标网络映射”表明,尽管萎缩和功能障碍坐标在空间上彼此相距遥远,但它们在功能上与公共网络相连。把所有143项研究放在一起,我们确定了在双侧前扣带皮质中具有枢纽区域的精神分裂症网络,脑岛,颞叶,和皮质下结构。基于来自13项荟萃分析的独立数据,我们发现,这些中枢区域与精神分裂症的皮质厚度变化区域特别相关。更重要的是,该精神分裂症网络与涉及精神病性症状缓解的区域非常吻合.
    结论:精神分裂症横断面研究中的神经影像学异常聚集在一个共同的大脑网络中,为开发精确治疗提供了可测试的目标。
    OBJECTIVE: There is a huge heterogeneity of magnetic resonance imaging findings in schizophrenia studies. Here, we hypothesized that brain regions identified by structural and functional imaging studies of schizophrenia could be reconciled in a common network.
    METHODS: We systematically reviewed the case-control studies that estimated the brain morphology or resting-state local function for schizophrenia patients in the literature. Using the healthy human connectome (n = 652) and a validated technique \"coordinate network mapping\" to identify a common brain network affected in schizophrenia. Then, the specificity of this schizophrenia network was examined by independent data collected from 13 meta-analyses. The clinical relevance of this schizophrenia network was tested on independent data of medication, neuromodulation, and brain lesions.
    RESULTS: We identified 83 morphological and 60 functional studies comprising 7389 patients with schizophrenia and 7408 control subjects. The \"coordinate network mapping\" showed that the atrophy and dysfunction coordinates were functionally connected to a common network although they were spatially distant from each other. Taking all 143 studies together, we identified the schizophrenia network with hub regions in the bilateral anterior cingulate cortex, insula, temporal lobe, and subcortical structures. Based on independent data from 13 meta-analyses, we showed that these hub regions were specifically connected with regions of cortical thickness changes in schizophrenia. More importantly, this schizophrenia network was remarkably aligned with regions involving psychotic symptom remission.
    CONCLUSIONS: Neuroimaging abnormalities in cross-sectional schizophrenia studies converged into a common brain network that provided testable targets for developing precise therapies.
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