resting state functional connectivity

静息状态功能连接
  • 文章类型: Journal Article
    冲动性是与几种精神疾病相关的特征,尤其是成瘾性疾病。虽然冲动性某些方面背后的神经机制已经被广泛研究,很少有影像学研究在有物质使用障碍的人群中检查这种神经回路。因此,我们旨在研究相关神经网络的功能连通性,以及它们与特质冲动的可能联系,在患有严重安非他明使用障碍的样本和健康受试者的对照组中。我们使用了一项随机临床试验中收集的数据,研究了口服纳曲酮对苯丙胺使用障碍的急性影响。我们的最终样本包括32名苯丙胺使用者和27名健康对照。用Barratt冲动性量表11对特质冲动进行评估,并在静息状态fMRI期间测量功能连通性,专门研究以前涉及冲动性研究的涉及前额叶区域的网络。与健康对照组相比,安非他明使用者对冲动性的主观评分更高,这些分数与苯丙胺使用者中广泛存在的前额叶高度连通性呈正相关.这些发现强调了严重成瘾中前额叶功能异常的重要性。
    Impulsivity is a trait associated with several psychiatric conditions, not least addictive disorders. While the neural mechanisms behind certain aspects of impulsivity have been studied extensively, there are few imaging studies examining this neurocircuitry in populations with substance use disorders. Therefore, we aimed to examine the functional connectivity of relevant neural networks, and their possible association with trait impulsivity, in a sample with severe amphetamine use disorder and a control group of healthy subjects. We used data collected in a randomized clinical trial studying the acute effects of oral naltrexone in amphetamine use disorder. Our final sample included 32 amphetamine users and 27 healthy controls. Trait impulsivity was rated with the Barratt Impulsiveness Scale-11, and functional connectivity was measured during resting-state fMRI, looking specifically at networks involving prefrontal regions previously implicated in studies of impulsivity. Amphetamine users had higher subjective ratings of impulsivity as compared to healthy controls, and these scores correlated positively with a wide-spread prefrontal hyperconnectivity that was found among the amphetamine users. These findings highlight the importance of aberrant prefrontal function in severe addiction.
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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
    小脑在遗忘型轻度认知障碍(aMCI)中的作用,通常是阿尔茨海默病的前驱阶段,没有完全理解。我们使用静息状态功能MRI研究了15种认知正常和16种aMCI的小叶特异性小脑-脑连通性。我们的分析显示,aMCI中认知小脑小叶和顶叶之间的连通性较弱。然而,在具有某些大脑区域的认知小脑小叶中观察到更强的连通性,包括前脑皮层,后扣带回,认知较差的参与者的尾状核。利用aMCI中小脑-顶叶功能网络的这些可测量的变化可以为未来的治疗干预提供途径。
    The role of the cerebellum in amnestic mild cognitive impairment (aMCI), typically a prodromal stage of Alzheimer\'s disease, is not fully understood. We studied the lobule-specific cerebello-cerebral connectivity in 15 cognitively normal and 16 aMCI using resting-state functional MRI. Our analysis revealed weaker connectivity between the cognitive cerebellar lobules and parietal lobe in aMCI. However, stronger connectivity was observed in the cognitive cerebellar lobules with certain brain regions, including the precuneus cortex, posterior cingulate gyrus, and caudate nucleus in participants with worse cognition. Leveraging these measurable changes in cerebello-parietal functional networks in aMCI could offer avenues for future therapeutic interventions.
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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
    大量证据强调了小脑在特发性震颤(ET)的病理生理学中的作用,尽管在这种情况下其可能参与改变运动执行的可能性尚不清楚。本研究旨在探讨ET中小脑和基底节功能连接与自主运动执行异常的潜在相关性。用运动学技术客观评估。本研究共纳入20例ET患者和18例健康受试者。使用光电运动学系统记录震颤和重复的手指敲击。所有参与者都接受了全面的3T-MRI检查,包括静息状态下的3D-T1和血氧水平依赖性(BOLD)序列。对3D-T1图像进行形态测量分析,同时进行了基于种子的分析,以研究齿状核的背侧和腹侧部分以及苍白球的外部和内部节段的静息状态功能连接(rsFC)。最后,评估了患者rsFC改变与临床和运动学评分之间的潜在相关性.ET的手指轻敲动作比健康受试者慢。与健康受试者相比,ET患者表现出齿状和苍白球伴小脑的FC改变,基底神经节,和皮质区域。有趣的是,齿状和苍白球FC均与患者的运动速度呈正相关,与我们在健康受试者中观察到的不同,表示FC越高,手指敲击的速度越快。这项研究的结果表明,小脑和基底节在ET患者自愿运动执行改变的病理生理学中的可能作用。
    Substantial evidence highlights the role of the cerebellum in the pathophysiology of tremor in essential tremor (ET), although its potential involvement in altered movement execution in this condition remains unclear. This study aims to explore potential correlations between the cerebellum and basal ganglia functional connectivity and voluntary movement execution abnormalities in ET, objectively assessed with kinematic techniques. A total of 20 patients diagnosed with ET and 18 healthy subjects were enrolled in this study. Tremor and repetitive finger tapping were recorded using an optoelectronic kinematic system. All participants underwent comprehensive 3T-MRI examinations, including 3D-T1 and blood-oxygen-level dependent (BOLD) sequences during resting state. Morphometric analysis was conducted on the 3D-T1 images, while a seed-based analysis was performed to investigate the resting-state functional connectivity (rsFC) of dorsal and ventral portions of the dentate nucleus and the external and internal segments of the globus pallidus. Finally, potential correlations between rsFC alterations in patients and clinical as well as kinematic scores were assessed. Finger tapping movements were slower in ET than in healthy subjects. Compared to healthy subjects, patients with ET exhibited altered FC of both dentate and globus pallidus with cerebellar, basal ganglia, and cortical areas. Interestingly, both dentate and pallidal FC exhibited positive correlations with movement velocity in patients, differently from that we observed in healthy subjects, indicating the higher the FC, the faster the finger tapping. The findings of this study indicate the possible role of both cerebellum and basal ganglia in the pathophysiology of altered voluntary movement execution in patients with ET.
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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: Journal Article
    烟草吸烟与静息大脑网络中的大脑网络动力学中断有关,包括Salence(SN)和Fronto顶叶(FPN)。统一的多模态方法[静息状态连通性分析,扩散张量成像(DTI),神经突取向色散和密度成像(NODDI),和皮质厚度分析]用于测试以下假设:吸烟对这些网络之间平衡的影响是由于白质连通性的改变,微结构架构,功能连通性和皮质厚度(CT),以及这些指标定义了吸烟者和不吸烟者之间的基本差异。通过HumanConnectome项目对22名吸烟的人(平均每日吸烟数为10±5)和22名年龄和性别匹配的非吸烟对照进行了先前收集的7份TeslaMRI数据的多模态分析。首先,功能连接分析用于检查吸烟者和不吸烟者之间的SN-FPN-DMN相互作用.然后使用DTI和CT分析评估这些网络的解剖结构,同时使用NODDI工具箱分析WM的微结构架构。基于种子的连通性分析显示,吸烟人群[p=0.004FDR校正]的网络内部[p=0.001FDR校正]以及网络功能与R-额叶网络之间的网络功能耦合显着增强。网络连接被横向到右半球。全脑扩散分析显示,吸烟者和不吸烟者在分数各向异性上没有显著差异,平均扩散率和神经突的取向和密度。在这些网络的集线器中,CT也没有显着差异。我们的结果表明,吸烟与增强的功能连通性有关,但是年轻人的解剖学基本完好无损。这种增强的连接是否已经存在,暂时或永久未知。在静息状态网络中观察到的增强的连接性可以有助于维持吸烟频率。
    Tobacco cigarette smoking is associated with disrupted brain network dynamics in resting brain networks including the Salience (SN) and Fronto parietal (FPN). Unified multimodal methods [Resting state connectivity analysis, Diffusion Tensor Imaging (DTI), neurite orientation dispersion and density imaging (NODDI), and cortical thickness analysis] were employed to test the hypothesis that the impact of cigarette smoking on the balance among these networks is due to alterations in white matter connectivity, microstructural architecture, functional connectivity and cortical thickness (CT) and that these metrics define fundamental differences between people who smoke and nonsmokers. Multimodal analyses of previously collected 7 Tesla MRI data via the Human Connectome Project were performed on 22 people who smoke (average number of daily cigarettes was 10 ± 5) and 22 age- and sex-matched nonsmoking controls. First, functional connectivity analysis was used to examine SN-FPN-DMN interactions between people who smoke and nonsmokers. The anatomy of these networks was then assessed using DTI and CT analyses while microstructural architecture of WM was analyzed using the NODDI toolbox. Seed-based connectivity analysis revealed significantly enhanced within network [p = 0.001 FDR corrected] and between network functional coupling of the salience and R-frontoparietal networks in people who smoke [p = 0.004 FDR corrected]. The network connectivity was lateralized to the right hemisphere. Whole brain diffusion analysis revealed no significant differences between people who smoke and nonsmokers in Fractional Anisotropy, Mean diffusivity and in neurite orienting and density. There were also no significant differences in CT in the hubs of these networks. Our results demonstrate that tobacco cigarette smoking is associated with enhanced functional connectivity, but anatomy is largely intact in young adults. Whether this enhanced connectivity is pre-existing, transient or permanent is not known. The observed enhanced connectivity in resting state networks may contribute to the maintenance of smoking frequency.
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