resting-state connectivity

静息状态连接
  • 文章类型: Journal Article
    轻度认知障碍(MCI)被认为是痴呆的前驱期,一种可以通过及时的医疗干预来预防认知能力下降来维持或逆转的疾病。使用功能磁共振成像(fMRI)的大量研究表明,内侧前额叶皮质(mPFC)的活动改变可作为衰老各个认知阶段的指标。然而,mPFC中内在功能连接作为中介对有和没有MCI的个体认知表现的影响尚未完全了解.在这项研究中,我们招募了42名MCI患者和57名健康对照,通过神经心理学评估和静息状态功能磁共振成像评估他们的认知能力和功能性大脑连接模式,分别。与健康对照相比,MCI患者在多项神经心理学测试中表现较差。在神经层面,MCI组mPFC和前扣带回皮质(ACC)之间的功能连接显著减弱,并与多项神经心理学测试评分相关.中介分析的结果进一步表明,mPFC和ACC之间的功能连接显着介导了MCI和语义流畅性表现之间的关系。这些发现表明,mPFC-ACC连通性的改变可能对认知能力下降具有合理的因果影响,并为神经退行性疾病的早期识别和疾病进展的精确监测提供了启示。
    Mild cognitive impairment (MCI) is recognized as the prodromal phase of dementia, a condition that can be either maintained or reversed through timely medical interventions to prevent cognitive decline. Considerable studies using functional magnetic resonance imaging (fMRI) have indicated that altered activity in the medial prefrontal cortex (mPFC) serves as an indicator of various cognitive stages of aging. However, the impacts of intrinsic functional connectivity in the mPFC as a mediator on cognitive performance in individuals with and without MCI have not been fully understood. In this study, we recruited 42 MCI patients and 57 healthy controls, assessing their cognitive abilities and functional brain connectivity patterns through neuropsychological evaluations and resting-state fMRI, respectively. The MCI patients exhibited poorer performance on multiple neuropsychological tests compared to the healthy controls. At the neural level, functional connectivity between the mPFC and the anterior cingulate cortex (ACC) was significantly weaker in the MCI group and correlated with multiple neuropsychological test scores. The result of the mediation analysis further demonstrated that functional connectivity between the mPFC and ACC notably mediated the relationship between the MCI and semantic fluency performance. These findings suggest that altered mPFC-ACC connectivity may have a plausible causal influence on cognitive decline and provide implications for early identifications of neurodegenerative diseases and precise monitoring of disease progression.
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  • 文章类型: Journal Article
    在随机安排和无关事件中体验有意义模式的倾向显示出相当大的个体差异。抑制控制减少(超过感觉过程)和工作记忆能力下降与这种特征有关,这意味着在休息和工作记忆任务期间,额叶和后脑区域的激活可能会发生变化。此外,经历更有意义的巧合的人显示左额下回(IFG)的灰质减少,这与工作记忆中无关信息的抑制以及多感信息的控制和整合有关。为了研究IFG与后关联区域的功能连通性偏差,本研究调查了n=101名参与者的大样本中的fMRI静息状态.我们应用了种子到体素分析,发现感知到更有意义的巧合的人显示出左IFG(即三角部)与左后联想皮层(例如上顶叶皮层)的负功能连接。数据驱动的多体素模式分析进一步表明,位于右小脑的簇与包括左额中回部分的簇的功能连通性,左中前回,左IFG(即位)与有意义的巧合有关。这些发现为经历有意义的巧合的倾向的神经认知基础增加了证据,这加强了这样一种观点,即工作记忆功能的偏差和对感觉和运动信息的抑制解释了为什么人们在无意义的噪音中体验到更多的意义。
    The propensity to experience meaningful patterns in random arrangements and unrelated events shows considerable interindividual differences. Reduced inhibitory control (over sensory processes) and decreased working memory capacities are associated with this trait, which implies that the activation of frontal as well as posterior brain regions may be altered during rest and working memory tasks. In addition, people experiencing more meaningful coincidences showed reduced gray matter of the left inferior frontal gyrus (IFG), which is linked to the inhibition of irrelevant information in working memory and the control and integration of multisensory information. To study deviations in the functional connectivity of the IFG with posterior associative areas, the present study investigated the fMRI resting state in a large sample of n = 101 participants. We applied seed-to-voxel analysis and found that people who perceive more meaningful coincidences showed negative functional connectivity of the left IFG (i.e. pars triangularis) with areas of the left posterior associative cortex (e.g. superior parietal cortex). A data-driven multivoxel pattern analysis further indicated that functional connectivity of a cluster located in the right cerebellum with a cluster including parts of the left middle frontal gyrus, left precentral gyrus, and the left IFG (pars opercularis) was associated with meaningful coincidences. These findings add evidence to the neurocognitive foundations of the propensity to experience meaningful coincidences, which strengthens the idea that deviations of working memory functions and inhibition of sensory and motor information explain why people experience more meaning in meaningless noise.
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  • 文章类型: Journal Article
    背景:精神运动障碍在精神疾病中观察到,通常表现为精神运动减慢,激动,杂乱无章的行为,或者紧张症.精神运动功能包括认知和运动成分,但是驱动这些子过程的神经回路以及它们如何与症状相关,几个世纪以来一直难以捉摸。
    方法:我们分析了人类连接组项目早期精神病的数据,一项对125名早期精神病患者和58名健康参与者进行静息状态功能磁共振成像和临床特征的多部位研究。使用9孔Pegboard任务评估精神运动功能,定时运动任务,涉及动作的机械和精神运动部分,和任务评估处理速度和任务切换。我们使用全连接体数据的多变量模式分析来识别精神运动功能的大脑相关性。
    结果:我们确定了驱动精神运动功能的认知和运动成分的离散大脑回路。在我们的精神病患者(n=89)和非精神病对照(n=52)的组合样本中,精神运动功能(pegboard表现)(p<.005)最强的相关性在小脑中线区与(1)左额叶区和(2)补充前运动区(preSMA)之间.精神运动功能与小脑-额叶连接(r=0.33)和小脑-前SMA连接(r=0.27)相关。然而,精神运动表现(任务转换)的认知成分仅与小脑-额叶连通性相关(r=0.19),而运动分量(处理速度)仅与小脑-前SMA连接相关(r=0.15),提示不同的电路驱动精神运动功能的独特子过程。
    结论:我们确定了驱动不同精神运动功能亚过程的小脑-皮质回路。未来的研究应该使用神经调节来探索小脑连通性与精神运动表现之间的关系。
    BACKGROUND: Psychomotor disturbances are observed across psychiatric disorders and often manifest as psychomotor slowing, agitation, disorganized behavior, or catatonia. Psychomotor function includes both cognitive and motor components, but the neural circuits driving these subprocesses and how they relate to symptoms have remained elusive for centuries.
    METHODS: We analyzed data from the HCP-EP (Human Connectome Project for Early Psychosis), a multisite study of 125 participants with early psychosis and 58 healthy participants with resting-state functional magnetic resonance imaging and clinical characterization. Psychomotor function was assessed using the 9-hole pegboard task, a timed motor task that engages mechanical and psychomotor components of action, and tasks assessing processing speed and task switching. We used multivariate pattern analysis of whole-connectome data to identify brain correlates of psychomotor function.
    RESULTS: We identified discrete brain circuits driving the cognitive and motor components of psychomotor function. In our combined sample of participants with psychosis (n = 89) and healthy control participants (n = 52), the strongest correlates of psychomotor function (pegboard performance) (p < .005) were between a midline cerebellar region and left frontal region and presupplementary motor area. Psychomotor function was correlated with both cerebellar-frontal connectivity (r = 0.33) and cerebellar-presupplementary motor area connectivity (r = 0.27). However, the cognitive component of psychomotor performance (task switching) was correlated only with cerebellar-frontal connectivity (r = 0.19), whereas the motor component (processing speed) was correlated only with cerebellar-presupplementary motor area connectivity (r = 0.15), suggesting distinct circuits driving unique subprocesses of psychomotor function.
    CONCLUSIONS: We identified cerebellar-cortical circuits that drive distinct subprocesses of psychomotor function. Future studies should probe relationships between cerebellar connectivity and psychomotor performance using neuromodulation.
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  • 文章类型: Journal Article
    获得有价值的物品激励着我们的许多日常决策。然而,基于人类价值记忆的对象处理的神经基础尚未完全理解。这里,我们使用全脑功能磁共振成像(fMRI)来检查由于价值记忆的激活,因为参与者以前被动地查看物体,几分钟后,和价值训练后的1-70天。对物体的显著价值记忆在行为表现上很明显,然而,在训练后的几天里,它逐渐消失了。训练后几分钟,枕骨,腹侧颞叶,顶间,额叶地区表现出强烈的价值歧视。训练后几天,在额叶激活,temporal,枕骨区减少,而顶叶区域显示持续激活。此外,在某些皮层下区域出现了数天的值反应,包括尾状,腹侧纹状体,还有丘脑.静息状态分析显示,这些皮层下区域在功能上是相连的。此外,纹状体簇的激活与参与者的数天价值记忆表现呈正相关.这些发现揭示了人类价值记忆的神经基础,对对象习惯的形成和跨物种比较具有重要意义。
    Obtaining valuable objects motivates many of our daily decisions. However, the neural underpinnings of object processing based on human value memory are not yet fully understood. Here, we used whole-brain functional magnetic resonance imaging (fMRI) to examine activations due to value memory as participants passively viewed objects before, minutes after, and 1-70 days following value training. Significant value memory for objects was evident in the behavioral performance, which nevertheless faded over the days following training. Minutes after training, the occipital, ventral temporal, interparietal, and frontal areas showed strong value discrimination. Days after training, activation in the frontal, temporal, and occipital regions decreased, whereas the parietal areas showed sustained activation. In addition, days-long value responses emerged in certain subcortical regions, including the caudate, ventral striatum, and thalamus. Resting-state analysis revealed that these subcortical areas were functionally connected. Furthermore, the activation in the striatal cluster was positively correlated with participants\' performance in days-long value memory. These findings shed light on the neural basis of value memory in humans with implications for object habit formation and cross-species comparisons.
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  • 文章类型: Journal Article
    在美国,大约有600万12至20岁的年轻人每月饮酒。大量研究了青春期饮酒对行为和认知的影响;然而,人们对青春期饮酒如何改变大脑功能知之甚少,导致长期发展不利。为了调查与青少年饮酒相关的大脑连通性差异,使用国家青少年酒精和神经发育联盟(NCANDA)从698名青少年(12-21岁;117名有害饮酒者和581名不饮酒者)收集的静息态功能磁共振成像数据构建了大脑网络.分析了八个预定义的大脑网络中基于酒精消耗的大脑网络拓扑结构的差异,以及全脑连接。在中央执行网络(CEN)内,基底神经节网络(BGN),和感觉运动网络(SMN),无/低饮酒者展示了全球高效节点之间更强大、更频繁的连接,高度聚集的节点之间的连接越来越少。反向结果在背侧注意网络(DAN)中观察到,视觉网络(VN),和额颞叶网络(FTN),与危险饮酒者相比,无/低饮酒者表明节点之间的连接较弱,效率高,集群节点的频率增加。这项研究的横断面结果表明,无/低或有害饮酒的青少年之间存在明显的组织差异,这表明这些大脑网络中的异常连接与危险的饮酒行为有关。
    Approximately 6 million youth aged 12 to 20 consume alcohol monthly in the United States. The effect of alcohol consumption in adolescence on behavior and cognition is heavily researched; however, little is known about how alcohol consumption in adolescence may alter brain function, leading to long-term developmental detriments. In order to investigate differences in brain connectivity associated with alcohol use in adolescents, brain networks were constructed using resting-state functional magnetic resonance imaging data collected by the National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA) from 698 youth (12-21 years; 117 hazardous drinkers and 581 no/low drinkers). Analyses assessed differences in brain network topology based on alcohol consumption in eight predefined brain networks, as well as in whole-brain connectivity. Within the central executive network (CEN), basal ganglia network (BGN), and sensorimotor network (SMN), no/low drinkers demonstrated stronger and more frequent connections between highly globally efficient nodes, with fewer and weaker connections between highly clustered nodes. Inverse results were observed within the dorsal attention network (DAN), visual network (VN), and frontotemporal network (FTN), with no/low drinkers demonstrating weaker connections between nodes with high efficiency and increased frequency of clustered nodes compared to hazardous drinkers. Cross-sectional results from this study show clear organizational differences between adolescents with no/low or hazardous alcohol use, suggesting that aberrant connectivity in these brain networks is associated with risky drinking behaviors.
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  • 文章类型: Journal Article
    背景:治疗相关的运动并发症可能在帕金森病(PD)的过程中逐渐发展。
    目的:我们在基线时研究了早期PD患者队列中的内在脑网络功能连通性(FC),这些患者在4年内相继出现了治疗相关的运动并发症。
    方法:分析88例未用药的PD患者和20例健康对照者的基线MRI图像。基线评估后,所有PD患者均接受多巴胺能治疗,并每年进行临床重新评估.在4年的随访中,36例患者出现了与治疗相关的运动并发症(PD-Compl),而52例未出现(PD-no-Compl)。使用单受试者和组水平的独立成分分析来调查基线时主要大规模静息状态网络内的FC变化。使用多变量Cox回归模型来探索4年随访时治疗相关运动并发症的基线预测因子。
    结果:在基线时,与PD-no-Compl相比,在PD-Compl中检测到额叶网络内右中额回的FC增加,以及默认模式网络内左cuneus的连通性降低.与对照相比,PD-Compl患者显示保留的感觉运动FC。随着时间的推移,发现FC差异是治疗相关运动并发症的独立预测因子。
    结论:我们的研究结果表明,特定的FC差异可能是药物初治PD患者更容易发生治疗相关并发症的特征。这些发现可能反映了额叶和前额叶回路的内在脆弱性的存在,这可能是潜在的目标作为未来的生物标志物在临床试验中。
    BACKGROUND: Treatment-related motor complications may develop progressively over the course of Parkinson\'s disease (PD).
    OBJECTIVE: We investigated intrinsic brain networks functional connectivity (FC) at baseline in a cohort of early PD patients which successively developed treatment-related motor complications over 4 years.
    METHODS: Baseline MRI images of 88 drug-naïve PD patients and 20 healthy controls were analyzed. After the baseline assessments, all PD patients were prescribed with dopaminergic treatment and yearly clinically re-assessed. At the 4-year follow-up, 36 patients have developed treatment-related motor complications (PD-Compl) whereas 52 had not (PD-no-Compl). Single-subject and group-level independent component analyses were used to investigate FC changes within the major large-scale resting-state networks at baseline. A multivariate Cox regression model was used to explore baseline predictors of treatment-related motor complications at 4-year follow-up.
    RESULTS: At baseline, an increased FC in the right middle frontal gyrus within the frontoparietal network as well as a decreased connectivity in the left cuneus within the default-mode network were detected in PD-Compl compared with PD-no-Compl. PD-Compl patients showed a preserved sensorimotor FC compared to controls. FC differences were found to be independent predictors of treatment-related motor complications over time.
    CONCLUSIONS: Our findings demonstrated that specific FC differences may characterize drug-naïve PD patients more prone to develop treatment-related complications. These findings may reflect the presence of an intrinsic vulnerability across frontal and prefrontal circuits, which may be potentially targeted as a future biomarker in clinical trials.
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  • 文章类型: Journal Article
    早期禁欲期是酒精使用障碍(AUD)的关键阶段,患者必须找到新的平衡并可能开始康复,或者相反,复发。然而,在这个关键时期,大脑功能的变化在很大程度上仍然是未知的。我们着手使用静息状态扫描研究禁欲早期大规模大脑网络的纵向变化。我们在控制良好的住院环境中扫描了AUD患者两次,第一次扫描在入院后不久进行,第二次扫描在4周(±9天)后接近治疗期结束时进行。我们研究了37名AUD患者(22名男性)和27名健康对照(16名男性)。我们专注于受AUD影响的三个网络以及该疾病的核心症状维度:额叶网络(左和右FPN)和默认模式网络(DMN)。使用双重回归研究了这些网络的整个大脑和内部网络连接性。最后,我们探索了这些大脑网络与各种神经心理学和行为测量之间的相关性。与对照(Z=-1.081,p=0.280)相反,AUD患者显示左FPN内连通性降低(Z=-2.029,p=0.042).然而,这些结果未能在严格的Bonferroni校正后幸存下来.AUD早期禁欲期间左FPN连通性的下降可能反映了最初上调的FPN,在随后的禁欲周内恢复到较低的静息状态连接水平。AUD患者显示出左FPN连接变化与特质焦虑之间呈正相关的趋势(rs=0.303,p=0.068),以及左侧FPN连通性变化与延迟折现之间呈负相关的趋势(rs=-0.283,p=0.089)(多次比较未校正)。这表明FPN可能参与了对冲动和焦虑的自上而下控制,这是复发的重要危险因素。尽管没有统计学上的显着结果(经过多次比较校正),我们的初步发现鼓励进一步研究在临床关键的早期禁欲期间的动态神经适应,并可能为未来的研究设计提供信息.
    The early abstinence period is a crucial phase in alcohol use disorder (AUD) in which patients have to find a new equilibrium and may start recovery, or conversely, relapse. However, the changes in brain functions during this key period are still largely unknown. We set out to study longitudinal changes in large-scale brain networks during the early abstinence period using resting-state scans. We scanned AUD patients twice in a well-controlled inpatient setting, with the first scan taking place shortly after admission and the second scan 4 weeks (±9 days) later near the end of the treatment period. We studied 37 AUD patients (22 males) and 27 healthy controls (16 males). We focused on three networks that are affected in AUD and underly core symptom dimensions in this disorder: the frontoparietal networks (left and right FPN) and default mode network (DMN). Both the whole brain and within network connectivity of these networks were studied using dual regression. Finally, we explored correlations between these brain networks and various neuropsychological and behavioral measures. In contrast to the controls (Z = -1.081, p = 0.280), the AUD patients showed a decrease in within left FPN connectivity (Z = -2.029, p = 0.042). However, these results did not survive a strict Bonferroni correction. The decrease in left FPN connectivity during the early abstinence period in AUD may reflect an initially upregulated FPN, which recovers to a lower resting-state connectivity level during subsequent weeks of abstinence. The AUD patients showed a trend for a positive association between the change in left FPN connectivity and trait anxiety (rs = 0.303, p = 0.068), and a trend for a negative association between the change in left FPN connectivity and delay discounting (rs = -0.283, p = 0.089) (uncorrected for multiple comparisons). This suggests that the FPN might be involved in top-down control of impulsivity and anxiety, which are important risk factors for relapse. Although there were no statistically significant results (after multiple comparison correction), our preliminary findings encourage further research into the dynamic neuroadaptations during the clinically crucial early abstinence period and could inform future study designs.
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  • 文章类型: Journal Article
    奖励制度已被证明是导致肥胖的脆弱性。先前的fMRI研究表明,肥胖中奖励系统的功能连接异常。然而,大多数研究基于静态指数,如静息状态功能连通性(FC),忽略随时间的动态变化。探讨肥胖易感性的动态神经相关因素,我们用了一个大的,来自人类连接组项目(HCP)的人口学特征良好的样本,以从综合的多层次角度确定体重指数(BMI)与FC的时间变异性的关系,即,区域以及网络内部和网络之间的级别。线性回归分析用于研究BMI与FC的时间变异性之间的关系。调整不感兴趣的协变量。我们发现,在奖励区域中,BMI与区域FC变异性呈正相关,例如腹侧眶额叶皮层和视觉区域。在网络内部层面,BMI与边缘网络(LN)和默认模式网络(DMN)内FC的变异性呈正相关。在网络间一级,LN与DMN连通性的变异性,额顶叶,感觉运动,腹侧注意力网络与BMI呈正相关。这些发现为肥胖中奖励网络与大脑其余部分之间的异常动态功能相互作用提供了新的证据。提示奖励网络和其他注意力和认知网络的更不稳定的状态和过度频繁的交互。这些发现,因此,为需要通过行为治疗和神经调节来减少奖励网络和其他大脑网络之间的动态相互作用的肥胖干预提供了新的见解。
    The reward system has been proven to be contributed to the vulnerability of obesity. Previous fMRI studies have shown abnormal functional connectivity of the reward system in obesity. However, most studies were based on static index such as resting-state functional connectivity (FC), ignoring the dynamic changes over time. To investigate the dynamic neural correlates of obesity susceptibility, we used a large, demographically well-characterized sample from the Human Connectome Project (HCP) to determine the relationship of body mass index (BMI) with the temporal variability of FC from integrated multilevel perspectives, i.e., regional and within- and between-network levels. Linear regression analysis was used to investigate the association between BMI and temporal variability of FC, adjusting for covariates of no interest. We found that BMI was positively associated with regional FC variability in reward regions, such as the ventral orbitofrontal cortex and visual regions. At the intra-network level, BMI was positively related to the variability of FC within the limbic network (LN) and default mode network (DMN). At the inter-network level, variability of connectivity of LN with DMN, frontoparietal, sensorimotor, and ventral attention networks showed positive correlations with BMI. These findings provided novel evidence for abnormal dynamic functional interaction between the reward network and the rest of the brain in obesity, suggesting a more unstable state and over-frequent interaction of the reward network and other attention and cognitive networks. These findings, thus, provide novel insight into obesity interventions that need to decrease the dynamic interaction between reward networks and other brain networks through behavioral treatment and neural modulation.
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  • 文章类型: Randomized Controlled Trial
    个体差异的主观,酒精的兴奋剂样作用与发展酒精使用障碍的风险相关。具体来说,从酒精中经历更明显的兴奋剂样作用的人更有可能继续并升级他们的使用。主观反应中这些个体差异的神经基础尚不清楚。使用主题内设计,27名健康男性社交饮酒者在摄入安慰剂后完成了三次功能磁共振成像扫描,0.4和0.8克/千克酒精,在双盲条件下的随机顺序。在每个疗程中定期评估酒精的主观刺激作用。进行了基于种子和区域同质性分析,以评估与酒精刺激作用有关的静息状态功能连通性的变化。结果表明,0.4g/kg酒精增加了与丘脑的连通性,0.8g/kg酒精降低了与腹前脑岛的连通性,主要来自上顶叶小叶。两种剂量都降低了上顶叶小叶的区域均匀性,但与基于种子的分析中显示连通性变化的簇没有精确重叠。自我报告的酒精刺激作用与基于种子的连通性或区域同质性的变化没有显着相关。这些发现表明,酒精诱导的刺激作用与这些神经活动指标无关。
    Individual differences in subjective, stimulant-like effects of alcohol are associated with the risk of developing alcohol use disorder. Specifically, individuals who experience more pronounced stimulant-like effects from alcohol are more likely to continue and escalate their usage. The neural basis for these individual differences in subjective response is not yet known. Using a within-subject design, 27 healthy male social drinkers completed three fMRI scans after ingesting a placebo, 0.4 and 0.8 g/kg alcohol, in a randomized order under double-blind conditions. Subjective stimulant effects of alcohol were assessed at regular intervals during each session. Seed-based and regional homogeneity analyses were conducted to evaluate changes in resting-state functional connectivity in relation to the stimulant effect of alcohol. Results indicated that 0.4 g/kg alcohol increased the connectivity to thalamus, and 0.8 g/kg alcohol decreased the connectivity to ventral anterior insula, primarily from the superior parietal lobule. Both doses reduced regional homogeneity in the superior parietal lobule but without an exact overlap with clusters showing connectivity changes in the seed-based analyses. The self-reported stimulant effect of alcohol was not significantly related to changes in seed-based connectivity or regional homogeneity. These findings suggest that alcohol-induced stimulation effects are not related to these indices of neural activity.
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  • 文章类型: Editorial
    暂无摘要。
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