resting state functional connectivity

静息状态功能连接
  • 文章类型: Journal Article
    目的:先前关于酒精使用障碍(AUD)的神经影像学研究发现,大脑的显著性功能连接发生了改变,默认模式,和中央执行(CEN)网络(即三重网络模型),尽管它们与AUD严重程度和大量饮酒的具体关联尚不清楚。这项研究利用静息状态功能磁共振成像来检查这些网络中的功能连通性和酒精滥用的措施。
    方法:76名成年重度饮酒者在视觉固定过程中完成了7分钟的静息状态功能MRI扫描。线性回归模型测试了三个目标网络中的连通性是否与过去12个月的AUD症状和过去30天内大量饮酒天数相关。探索性分析检查了连通性簇与冲动性和心理病理学措施之间的相关性。
    结果:CEN网络内的功能连接(左右外侧前额叶皮层[LPFC]种子与13和15簇共同激活,分别)与AUD症状显着相关(右LPFC:β=.337,p-FDR=.016;左LPFC:β=.291,p-FDR=.028),但与大量饮酒(p-FDR>.749)无关。事后测试显示,与CEN网络共同激活的六个簇与AUD症状-右额中回有关,右顶叶下回,左颞中回,还有左右小脑.默认模式和显著性网络都与酒精变量没有显着关联。左侧LPFC的连通性与货币延迟贴现相关(r=.25,p=.03)。
    结论:这些发现支持CEN网络内的连通性与AUD严重性之间的先前关联,为三重网络模型与AUD的相关性提供额外的特异性。
    OBJECTIVE: Previous neuroimaging research in alcohol use disorder (AUD) has found altered functional connectivity in the brain\'s salience, default mode, and central executive (CEN) networks (i.e. the triple network model), though their specific associations with AUD severity and heavy drinking remains unclear. This study utilized resting-state fMRI to examine functional connectivity in these networks and measures of alcohol misuse.
    METHODS: Seventy-six adult heavy drinkers completed a 7-min resting-state functional MRI scan during visual fixation. Linear regression models tested if connectivity in the three target networks was associated with past 12-month AUD symptoms and number of heavy drinking days in the past 30 days. Exploratory analyses examined correlations between connectivity clusters and impulsivity and psychopathology measures.
    RESULTS: Functional connectivity within the CEN network (right and left lateral prefrontal cortex [LPFC] seeds co-activating with 13 and 15 clusters, respectively) was significantly associated with AUD symptoms (right LPFC: β = .337, p-FDR = .016; left LPFC: β = .291, p-FDR = .028) but not heavy drinking (p-FDR > .749). Post-hoc tests revealed six clusters co-activating with the CEN network were associated with AUD symptoms-right middle frontal gyrus, right inferior parietal gyrus, left middle temporal gyrus, and left and right cerebellum. Neither the default mode nor the salience network was significantly associated with alcohol variables. Connectivity in the left LPFC was correlated with monetary delay discounting (r = .25, p = .03).
    CONCLUSIONS: These findings support previous associations between connectivity within the CEN network and AUD severity, providing additional specificity to the relevance of the triple network model to AUD.
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  • 文章类型: Journal Article
    LSD是一种具有复杂神经生物学和行为效应的致幻剂。这些影响的基础是脑神经可塑性的变化。这是第一项追踪青春期LSD暴露后大脑结构和功能发育变化的研究。我们假设在神经可塑性增强的时期给予LSD,特别是在前脑,会影响认知和情绪行为以及相关的潜在神经解剖学和神经电路。给予雌性和雄性小鼠媒介物,从出生后第51天开始,通过口服管饲法单次或多次治疗3.3µgLSD。在出生后第90-120天之间对小鼠进行成像并测试认知和运动行为。MRI数据来自基于体素的形态测量,弥散加权成像,和BOLD静息状态功能连接被记录到小鼠3DMRI图谱中,该图谱具有139个大脑区域,提供了实验组之间整体大脑结构和功能连接的特定部位差异。运动行为和认知表现不受青春期暴露LSD的影响。对于139个大脑区域中的任何一个,实验组之间的大脑体积差异很少,并且没有集中在任何特定的大脑区域。多次暴露于LSD显着改变了大脑大部分区域的灰质微结构。这些变化主要与丘脑有关,感觉和运动皮质,和基底神经节.前脑嗅觉系统、前额叶皮质、后脑小脑和脑干未受影响。多剂量LSD暴露可降低前脑白质束与感觉运动皮质和海马之间的功能连接。在青春期后期暴露于LSD是否会对大脑发育产生持久影响?通过多剂量LSD组中74个大脑区域的DWI值的变化可以看出我们的大部分重要发现。大脑大部分各向异性指数的明显变化表明灰质微结构和神经可塑性发生了变化。当动物被评估为90-120日龄的年轻人时,没有证据表明LSD对认知或运动行为具有相应的影响。实验条件之间特定大脑区域的体积也没有任何差异。前脑白质束与多剂量LSD的连接减少以及感觉运动和海马脑区周围的巩固需要一系列测试来了解这些变化对行为的影响。
    LSD is a hallucinogen with complex neurobiological and behavioral effects. Underlying these effects are changes in brain neuroplasticity. This is the first study to follow the developmental changes in brain structure and function following LSD exposure in periadolescence. We hypothesized LSD given during a time of heightened neuroplasticity, particularly in the forebrain, would affect cognitive and emotional behavior and the associated underlying neuroanatomy and neurocircuitry. Female and male mice were given vehicle, single or multiple treatments of 3.3 µg of LSD by oral gavage starting on postnatal day 51. Between postnatal days 90-120 mice were imaged and tested for cognitive and motor behavior. MRI data from voxel-based morphometry, diffusion weighted imaging, and BOLD resting state functional connectivity were registered to a mouse 3D MRI atlas with 139 brain regions providing site-specific differences in global brain structure and functional connectivity between experimental groups. Motor behavior and cognitive performance were unaffected by periadolescent exposure to LSD. Differences across experimental groups in brain volume for any of the 139 brain areas were few in number and not focused on any specific brain region. Multiple exposures to LSD significantly altered gray matter microarchitecture across much of the brain. These changes were primary associated with the thalamus, sensory and motor cortices, and basal ganglia. The forebrain olfactory system and prefrontal cortex and hindbrain cerebellum and brainstem were unaffected. The functional connectivity between forebrain white matter tracts and sensorimotor cortices and hippocampus was reduced with multidose LSD exposure. Does exposure to LSD in late adolescence have lasting effects on brain development? The bulk of our significant findings were seen through changes is DWI values across 74 brain areas in the multi-dose LSD group. The pronounced changes in indices of anisotropy across much of the brain would suggest altered gray matter microarchitecture and neuroplasticity. There was no evidence of LSD having consequential effects on cognitive or motor behavior when animal were evaluated as young adults 90-120 days of age. Neither were there any differences in the volume of specific brain areas between experimental conditions. The reduction in connectivity in forebrain white matter tracts with multidose LSD and consolidation around sensorimotor and hippocampal brain areas requires a battery of tests to understand the consequences of these changes on behavior.
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  • 文章类型: Journal Article
    在阅读的计算模型中,可以使用打印到声音和/或打印到意义的途径阅读书面单词。神经影像学数据关联背侧血流区域(左后枕颞叶皮质,顶内皮质,背侧下额回[dIFG]),具有声纹到声音的通路和腹侧流区域(左前梭形回,颞中回)具有打印到意义的途径。在69个典型的成年人中,我们调查了视觉单词形式区域(VWFA)与背侧和腹侧区域之间的静息状态功能连接(RSFC)是否与语音相关(非单词阅读,非单词重复,spoonerisms),词汇语义(词汇,阅读中对语素单位的敏感性),和一般识字(单词阅读,拼写)技能。VWFA活性与背侧和腹侧阅读区域的活性在时间上相关。在预先登记的全脑分析中,VWFA和左背侧区域之间的spoonerism表现与RSFC呈正相关(dIFG,上顶叶和顶内皮质)。在探索性感兴趣区域分析中,VWFA-dIFG连通性与非单词重复也呈正相关,拼写,和词汇。VWFA和腹侧流区域之间的连通性与任何行为测量的表现无关,无论是在全脑或感兴趣的区域分析。我们的结果表明,任务,如勺子和拼写,这两个都是复杂的(即,涉及多个子过程),并且具有很高的主体间变异性,为观察静息状态的大脑行为关联提供了更大的机会。然而,这些任务的复杂性限制了我们可以得出的关于驱动这些关联的特定机制的结论。未来的研究将受益于从多个任务中利用相同的阅读子过程构建潜在变量。
    In computational models of reading, written words can be read using print-to-sound and/or print-to-meaning pathways. Neuroimaging data associate dorsal stream regions (left posterior occipitotemporal cortex, intraparietal cortex, dorsal inferior frontal gyrus [dIFG]) with the print-to-sound pathway and ventral stream regions (left anterior fusiform gyrus, middle temporal gyrus) with the print-to-meaning pathway. In 69 typical adults, we investigated whether resting state functional connectivity (RSFC) between the visual word form area (VWFA) and dorsal and ventral regions correlated with phonological (nonword reading, nonword repetition, spoonerisms), lexical-semantic (vocabulary, sensitivity to morpheme units in reading), and general literacy (word reading, spelling) skills. VWFA activity was temporally correlated with activity in both dorsal and ventral reading regions. In pre-registered whole-brain analyses, spoonerisms performance was positively correlated with RSFC between the VWFA and left dorsal regions (dIFG, superior parietal and intraparietal cortex). In exploratory region-of-interest analyses, VWFA-dIFG connectivity was also positively correlated with nonword repetition, spelling, and vocabulary. Connectivity between the VWFA and ventral stream regions was not associated with performance on any behavioural measure, either in whole-brain or region-of-interest analyses. Our results suggest that tasks such as spoonerisms and spellings, which are both complex (i.e., involve multiple subprocesses) and have high between-subject variability, provide greater opportunity for observing resting-state brain-behaviour associations. However, the complexity of these tasks limits the conclusions we can draw about the specific mechanisms that drive these associations. Future research would benefit from constructing latent variables from multiple tasks tapping the same reading subprocess.
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  • 文章类型: Journal Article
    本研究旨在考察急性有氧运动(AE)对大学生运动皮层静息状态功能连接(RSFC)的影响及健身水平的调节作用。
    公开招募了20名高健身水平大学生和20名普通大学生。受试者通过自行车测功机分别完成25分钟的中等强度和高强度急性有氧运动,通过功能近红外光谱(fNIRS,岛津便携式轻型NIRS,日本)在测试前和测试后。
    在中等强度水平,高适应度组的RSFC前后测试的总平均值有显著差异(前测0.62±0.18,后测0.51±0.17,t(19)=2.61,p=0.02,d=0.58),但在低适应度组没有发现显著变化。在高强度水平,高、低适应性组试验前后总RSFC差异无统计学意义。根据190个“边缘”的变化趋势:在中等强度水平,高适应度组(d=0.58、23)的差异边数显著高于低适应度组(d=0.32、15),在高强度水平下,高适应度组(d=0.25,18)和低适应度组(d=0.39,23)之间存在相反的趋势。
    中等强度AE可引起高适应度大学生运动皮层RSFC的显著变化,高体能对运动强度与RSFC的关系有调节作用。高体质人群的RSFC更容易受到AE的影响,并且表现出更广泛的变化。
    This study intends to inspect the effects of acute aerobic exercise (AE) on resting state functional connectivity (RSFC) in motor cortex of college students and the moderating effect of fitness level.
    20 high fitness level college students and 20 ordinary college students were recruited in public. Subjects completed 25 min of moderate- and high-intensity acute aerobic exercise respectively by a bicycle ergometer, and the motor cortex\'s blood oxygen signals in resting state were monitored by functional Near Infrared Spectroscopy (fNIRS, the Shimadzu portable Light NIRS, Japan) in pre- and post-test.
    At the moderate intensity level, the total mean value of RSFC pre- and post-test was significantly different in the high fitness level group (pre-test 0.62 ± 0.18, post-test 0.51 ± 0.17, t(19) = 2.61, p = 0.02, d = 0.58), but no significant change was found in the low fitness level group. At the high-intensity level, there was no significant difference in the difference of total RSFC between pre- and post-test in the high and low fitness group. According to and change trend of 190 \"edges\": at the moderate-intensity level, the number of difference edges in the high fitness group (d = 0.58, 23) were significantly higher than those in the low fitness group (d = 0.32, 15), while at high-intensity level, there was a reverse trend between the high fitness group (d = 0.25, 18) and the low fitness group (d = 0.39, 23).
    moderate-intensity AE can cause significant changes of RSFC in the motor cortex of college students with high fitness, while high fitness has a moderating effect on the relationship between exercise intensity and RSFC. RSFC of people with high fitness is more likely to be affected by AE and show a wider range of changes.
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  • 文章类型: Journal Article
    人类应激反应的特征是神经调质的增加,包括去甲肾上腺素(NE)和皮质醇。两种神经调质都可以进入大脑并影响神经功能反应。与压力相关的两个大脑区域是杏仁核和海马。NE和皮质醇对杏仁核和海马静息状态功能连接(RSFC)的确切影响知之甚少。
    研究NE和皮质醇对杏仁核和海马RSFC的影响。
    我们招募了165名参与者,他们随机接受了10毫克育亨宾和/或10毫克氢化可的松,安慰剂对照设计。通过基于种子的分析,我们分别比较了接受药物治疗和安慰剂治疗的三组海马体和杏仁核的RSFC.
    我们发现育亨宾和安慰剂条件之间或氢化可的松和安慰剂条件之间在杏仁核或海马FC方面没有差异。与安慰剂相比,育亨宾/氢化可的松情况显示杏仁核和海马RSFC随小脑增加。此外,他们增加了海马RSFC与杏仁核和大脑白质。
    NE和皮质醇升高的组显示杏仁核之间的RSFC显着增加,海马体,和小脑与安慰剂相比。这三个大脑区域参与联想学习和情绪记忆,表明该网络在人类应激反应中的关键作用。我们的结果表明,NE和皮质醇一起可能会影响这种关联的强度。与安慰剂相比,我们发现仅接受一种药物的组没有差异,表明单独增加一种神经调质可能不会引起神经功能反应的差异。该研究程序已在clinicaltrials.gov(ID:NCT04359147)上注册。
    UNASSIGNED: The human stress response is characterized by increases in neuromodulators, including norepinephrine (NE) and cortisol. Both neuromodulators can enter the brain and affect neurofunctional responses. Two brain areas associated with stress are the amygdala and the hippocampus. The precise influence of NE and cortisol on the amygdala and hippocampal resting state functional connectivity (RSFC) is poorly understood.
    UNASSIGNED: To investigate the influence of NE and cortisol on the amygdala and hippocampal RSFC.
    UNASSIGNED: We recruited 165 participants who received 10 mg yohimbine and/or 10 mg hydrocortisone in a randomized, placebo-controlled design. With seed-based analyses, we compared RSFC of the hippocampus and amygdala separately between the three groups that received medication versus placebo.
    UNASSIGNED: We found no differences between yohimbine and placebo condition or between hydrocortisone and placebo condition regarding amygdala or hippocampal FC. Compared with placebo, the yohimbine/hydrocortisone condition showed increased amygdala and hippocampal RSFC with the cerebellum. Also, they had increased hippocampal RSFC with the amygdala and cerebral white matter.
    UNASSIGNED: The group with elevated NE and cortisol showed significantly increased RSFC between the amygdala, hippocampus, and cerebellum compared to placebo. These three brain areas are involved in associative learning and emotional memory, suggesting a critical role for this network in the human stress response. Our results show that NE and cortisol together may influence the strength of this association. Compared to placebo, we found no differences in the groups receiving only one medication, suggesting that increasing one neuromodulator alone may not induce differences in neurofunctional responses. The study procedure has been registered at clinicaltrials.gov (ID: NCT04359147).
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  • 文章类型: Journal Article
    平衡的兴奋-抑制比(E/I比)对于健康的脑功能是关键的。皮质全E/I比率的规范发展仍然未知。这里,我们通过对静息状态功能MRI(fMRI)数据进行大规模生物物理可信回路模型拟合,来无创地估计全皮质E/I比值的推定标记.我们首先确认我们的模型在人类Connectome项目中生成了现实的大脑动力学。接下来,我们表明,在fMRI过程中,估计的E/I比率标记对γ-氨基丁酸(GABA)激动剂苯二氮卓阿普唑仑敏感。阿普唑仑诱导的E/I变化在空间上与苯二氮卓受体密度的正电子发射断层扫描测量一致。然后,我们研究了E/I比值标记与神经发育之间的关系。我们发现E/I比值标记在青年时期在大脑皮层中不均匀地下降,相对于联想系统,感觉运动系统的减少最大。重要的是,在相同实际年龄的儿童中,较低的E/I比值标记(尤其是在联想皮层中)与更好的认知表现相关.这一结果在北美(8.2至23.0岁)和亚洲(7.2至7.9岁)人群中复制,表明更成熟的E/I比指标改善了规范发展过程中的认知。总的来说,我们的研究结果为研究E/I轨迹中断如何导致青年时期出现的精神病理学认知功能障碍打开了大门.
    A balanced excitation-inhibition ratio (E/I ratio) is critical for healthy brain function. Normative development of cortex-wide E/I ratio remains unknown. Here, we noninvasively estimate a putative marker of whole-cortex E/I ratio by fitting a large-scale biophysically plausible circuit model to resting-state functional MRI (fMRI) data. We first confirm that our model generates realistic brain dynamics in the Human Connectome Project. Next, we show that the estimated E/I ratio marker is sensitive to the gamma-aminobutyric acid (GABA) agonist benzodiazepine alprazolam during fMRI. Alprazolam-induced E/I changes are spatially consistent with positron emission tomography measurement of benzodiazepine receptor density. We then investigate the relationship between the E/I ratio marker and neurodevelopment. We find that the E/I ratio marker declines heterogeneously across the cerebral cortex during youth, with the greatest reduction occurring in sensorimotor systems relative to association systems. Importantly, among children with the same chronological age, a lower E/I ratio marker (especially in the association cortex) is linked to better cognitive performance. This result is replicated across North American (8.2 to 23.0 y old) and Asian (7.2 to 7.9 y old) cohorts, suggesting that a more mature E/I ratio indexes improved cognition during normative development. Overall, our findings open the door to studying how disrupted E/I trajectories may lead to cognitive dysfunction in psychopathology that emerges during youth.
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  • 文章类型: Journal Article
    阿尔茨海默病(AD)和行为变异额颞叶痴呆(bvFTD)对大规模脑功能网络表现出不同的脆弱性。等离子神经丝光(NfL),一种有希望的神经变性生物标志物,已在AD患者中与AD相关区域的葡萄糖代谢变化有关。然而,目前尚不清楚血浆NfL是否与AD和bvFTD的疾病特异性功能连接变化相关.
    我们的研究检查了AD和bvFTD患者血浆NfL与默认模式和显着性网络的功能连接之间的关联。
    分析了bvFTD(n=16)和AD或轻度认知障碍(n=38;AD+MCI)患者的血浆NfL和神经影像学数据。获得了默认模式和显著性网络内关键区域的基于种子的功能连接图,并与这些患者的血浆NfL相关联。
    我们证明了AD+MCI和bvFTD患者的NfL和功能连接之间的不同关联。具体来说,AD+MCI患者显示出较低的默认模式网络功能连通性,血浆NfL较高,而bvFTD患者显示较低的显著性网络功能连通性,血浆NfL较高。Further,AD+MCI患者较低的NfL相关默认模式网络连接与较低的蒙特利尔认知评估评分和较高的临床痴呆评分框总和评分相关,尽管bvFTD患者的NfL相关显著性网络连接与神经精神调查问卷评分无关.
    我们的发现表明,血浆NfL与AD和bvFTD的脑功能连通性变化差异相关。
    UNASSIGNED: Alzheimer\'s disease (AD) and behavioral variant frontotemporal dementia (bvFTD) show differential vulnerability to large-scale brain functional networks. Plasma neurofilament light (NfL), a promising biomarker of neurodegeneration, has been linked in AD patients to glucose metabolism changes in AD-related regions. However, it is unknown whether plasma NfL would be similarly associated with disease-specific functional connectivity changes in AD and bvFTD.
    UNASSIGNED: Our study examined the associations between plasma NfL and functional connectivity of the default mode and salience networks in patients with AD and bvFTD.
    UNASSIGNED: Plasma NfL and neuroimaging data from patients with bvFTD (n = 16) and AD or mild cognitive impairment (n = 38; AD + MCI) were analyzed. Seed-based functional connectivity maps of key regions within the default mode and salience networks were obtained and associated with plasma NfL in these patients.
    UNASSIGNED: We demonstrated divergent associations between NfL and functional connectivity in AD + MCI and bvFTD patients. Specifically, AD + MCI patients showed lower default mode network functional connectivity with higher plasma NfL, while bvFTD patients showed lower salience network functional connectivity with higher plasma NfL. Further, lower NfL-related default mode network connectivity in AD + MCI patients was associated with lower Montreal Cognitive Assessment scores and higher Clinical Dementia Rating sum-of-boxes scores, although NfL-related salience network connectivity in bvFTD patients was not associated with Neuropsychiatric Inventory Questionnaire scores.
    UNASSIGNED: Our findings indicate that plasma NfL is differentially associated with brain functional connectivity changes in AD and bvFTD.
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  • 文章类型: Journal Article
    我们检验了假设,从关节器速度的梯度顺序方向(GODIVA)模型生成,口吃的成年人(AWS)可能包含基于皮质-基底神经节计划或运动回路内不同连通性的亚型。对于所有GODIVA模型连接,测量了来自91个AWS和79个对照的静息状态功能连接。基于主成分分析,两个连接占AWS中连接变异性的大部分:左丘脑-左后下额沟(计划环路组件)和左补充运动区-左腹前运动皮层(运动环路组件)。使用两个连接的k均值聚类算法揭示了AWS的三个集群。群集1在两个连接中都与控件显着不同;群集2仅在计划循环中存在显着差异;群集3仅在运动循环中存在显着差异。这些发现表明存在计划和口吃的运动亚型。
    We tested the hypothesis, generated from the Gradient Order Directions Into Velocities of Articulators (GODIVA) model, that adults who stutter (AWS) may comprise subtypes based on differing connectivity within the cortico-basal ganglia planning or motor loop. Resting state functional connectivity from 91 AWS and 79 controls was measured for all GODIVA model connections. Based on a principal components analysis, two connections accounted for most of the connectivity variability in AWS: left thalamus - left posterior inferior frontal sulcus (planning loop component) and left supplementary motor area - left ventral premotor cortex (motor loop component). A k-means clustering algorithm using the two connections revealed three clusters of AWS. Cluster 1 was significantly different from controls in both connections; Cluster 2 was significantly different in only the planning loop; and Cluster 3 was significantly different in only the motor loop. These findings suggest the presence of planning and motor subtypes of stuttering.
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  • 文章类型: Preprint
    休息活动节律(RAR)中断的青少年,包括较短的睡眠时间,晚睡时间和低体力活动水平有较高的精神和行为问题的风险。然而,尚不清楚RAR的受试者内部变化是否可以观察到相同的关联.
    我们对RAR的纵向调查使用了2年(FL2:年龄10-13岁)和4年随访(FL4:年龄13-16岁)的青少年脑认知发育(ABCD)研究的Fitbit数据。963名年轻人在两个时间点都有高质量的Fitbit数据。在这项研究中,我们研究了从FL2到FL4的RAR变化,它们的环境和人口统计学因素以及大脑和行为相关因素。
    从FL2到FL4,青少年的睡眠时间和身体活动减少,睡眠时间延迟(Cohen'sd.44-.75)。环境和人口统计学因素对RAR变化的贡献对睡眠时间的影响最大(解释为10%方差),对睡眠持续时间的影响最小(解释为1%方差)。与睡眠持续时间或身体活动的减少相比,睡眠时间的延迟与行为问题的相关性更强,包括更大的冲动性和学习成绩差。此外,各种大脑测量对RAR变化的敏感性不同。睡眠持续时间的减少与皮质下区域和感觉运动和扣带-手术网络之间的功能连接降低以及感觉运动之间的功能连接增强有关。视觉和听觉网络。睡眠时间的延迟主要与皮质下区域的灰质变化有关,而体力活动水平的降低主要与白质纤维束的完整性降低有关。
    目前的发现证实了睡眠和身体活动在青少年脑神经发育和行为问题中的作用。RAR可能作为监测或治疗青少年精神和行为问题的生物标志物或治疗目标。
    UNASSIGNED: Adolescents with disrupted rest-activity rhythms (RAR) including shorter sleep duration, later sleep timing and low physical activity levels have higher risk for mental and behavioral problems. However, it remains unclear whether the same associations can be observed for within-subject changes in RAR.
    UNASSIGNED: Our longitudinal investigation on RAR used Fitbit data from the Adolescent Brain Cognitive Development (ABCD) Study at the 2-year (FL2: aged 10-13 years) and 4-year follow-up (FL4: aged 13-16 years). 963 youths had good-quality Fitbit data at both time points. In this study we examined changes in RAR from FL2 to FL4, their environmental and demographic contributors as well as brain and behavioral correlates.
    UNASSIGNED: From FL2 to FL4, adolescents showed decreases in sleep duration and physical activity as well as delayed sleep timing (Cohen\'s d .44-.75). The contributions of environmental and demographic factors to RAR changes were greatest to sleep timing (explained 10% variance) and least to sleep duration (explained 1% variance). Delays in sleep timing had stronger correlations with behavioral problems including greater impulsivity and poor academic performance than reductions in sleep duration or physical activity. Additionally, the various brain measures differed in their sensitivity to RAR changes. Reductions in sleep duration were associated with decreased brain functional connectivity between subcortical regions and sensorimotor and cingulo-opercular networks and with enhanced functional connectivity between sensorimotor, visual and auditory networks. Delays in sleep timing were mainly associated with grey matter changes in subcortical regions.
    UNASSIGNED: The current findings corroborate the role of sleep and physical activity in adolescent\'s brain neurodevelopment and behavior problems. RAR might serve as biomarkers for monitoring behavioral problems in adolescents and to serve as potential therapeutic targets for mental disorders.
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  • 文章类型: Journal Article
    后皮质萎缩(PCA)和路易体痴呆(DLB)表现出明显的萎缩和重叠的低代谢特征,但尚不清楚这些疾病之间结构和功能连接中断的比较以及连接中断是否与萎缩或低代谢有关.30名淀粉样蛋白阳性PCA患者,梅奥诊所招募了24名淀粉样蛋白阴性DLB患者和30名淀粉样蛋白阴性认知未受损(CU)健康个体,罗切斯特,MN,做了3T头颅MRI,包括结构核磁共振,静息态功能磁共振成像(rsfMRI)和扩散张量成像(DTI)序列,以及[18F]氟脱氧葡萄糖(FDG)PET。我们使用rsfMRI和CONN功能连接工具箱评估了12个大脑网络内部和之间的功能连接,并使用约翰霍普金斯大学图集计算了区域DTI指标。多元线性回归模型校正了多重比较,并校正了年龄和性别,比较了DTI指标以及各组之间的网络内和网络间功能连通性。使用SPM12在体素水平上计算并分析区域灰质体积和FDG-PET标准摄取值比率(SUVR)。我们使用单变量线性回归模型来研究连通性度量之间的关系,灰质体积,和FDG-PETSUVR。在DTI上,PCA显示枕顶白质变性,后丘脑辐射,与DLB和CU相比,胶体和矢状层的脾,与CU相比,颞叶白质和穹窿的变性更大。与CU相比,我们在DLB中未观察到白质变性。在rsfMRI上,与DLB和CU相比,PCA中的背侧和腹侧默认模式网络(DMN)和背侧注意力网络中存在减少的网络内连通性,与CU相比,视觉和感觉运动网络中的网络内连通性降低。与CU相比,DLB显示小脑网络的连通性降低。网络间分析显示,PCA和DLB中小脑到感觉运动和小脑到背侧注意网络连通性均增加。PCA显示前DMN到小脑和背侧注意力到感觉运动的连通性降低,而DLB显示与CU相比,后部DMN与感觉运动连接减少。与DLB相比,PCA显示背侧DMN-视觉连通性降低。多模态分析揭示了PCA中功能连通性和体积之间的弱关联,以及DLB中功能连接和代谢之间的关系。这些发现表明PCA和DLB具有独特的连通性改变,PCA在结构和功能连接方面显示出更广泛的破坏;然而,在两种显示小脑连接增加的疾病中观察到一些重叠。
    Posterior cortical atrophy (PCA) and dementia with Lewy bodies (DLB) show distinct atrophy and overlapping hypometabolism profiles, but it is unknown how disruptions in structural and functional connectivity compare between these disorders and whether breakdowns in connectivity relate to either atrophy or hypometabolism. Thirty amyloid-positive PCA patients, 24 amyloid-negative DLB patients and 30 amyloid-negative cognitively unimpaired (CU) healthy individuals were recruited at Mayo Clinic, Rochester, MN, and underwent a 3T head MRI, including structural MRI, resting state functional MRI (rsfMRI) and diffusion tensor imaging (DTI) sequences, as well as [18F] fluorodeoxyglucose (FDG) PET. We assessed functional connectivity within and between 12 brain networks using rsfMRI and the CONN functional connectivity toolbox and calculated regional DTI metrics using the Johns Hopkins atlas. Multivariate linear-regression models corrected for multiple comparisons and adjusted for age and sex compared DTI metrics and within-network and between-network functional connectivity across groups. Regional gray-matter volumes and FDG-PET standard uptake value ratios (SUVRs) were calculated and analyzed at the voxel-level using SPM12. We used univariate linear-regression models to investigate the relationship between connectivity measures, gray-matter volume, and FDG-PET SUVR. On DTI, PCA showed degeneration in occipito-parietal white matter, posterior thalamic radiations, splenium of the corpus collosum and sagittal stratum compared to DLB and CU, with greater degeneration in the temporal white matter and the fornix compared to CU. We observed no white-matter degeneration in DLB compared to CU. On rsfMRI, reduced within-network connectivity was present in dorsal and ventral default mode networks (DMN) and the dorsal-attention network in PCA compared to DLB and CU, with reduced within-network connectivity in the visual and sensorimotor networks compared to CU. DLB showed reduced connectivity in the cerebellar network compared to CU. Between-network analysis showed increased connectivity in both cerebellar-to-sensorimotor and cerebellar-to-dorsal attention network connectivity in PCA and DLB. PCA showed reduced anterior DMN-to-cerebellar and dorsal attention-to-sensorimotor connectivity, while DLB showed reduced posterior DMN-to-sensorimotor connectivity compared to CU. PCA showed reduced dorsal DMN-to-visual connectivity compared to DLB. The multimodal analysis revealed weak associations between functional connectivity and volume in PCA, and between functional connectivity and metabolism in DLB. These findings suggest that PCA and DLB have unique connectivity alterations, with PCA showing more widespread disruptions in both structural and functional connectivity; yet some overlap was observed with both disorders showing increased connectivity from the cerebellum.
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