Graph theoretical analysis

图论分析
  • 文章类型: Journal Article
    在目标导向的任务中,目标出现前的视觉提示可以让人提前做好准备,这有助于他们更好地完成运动,视觉提示的呈现类型非常重要。在以往的研究中,目前还不清楚不同类型的视觉提示如何在目标导向的任务中引导注意力。
    根据目标导向任务的特点,我们的研究设计了三种不同的提示:提示提示(具有静态箭头),准备提示(涉及动态倒计时),以及提示和准备信息的组合提示(同时包含箭头和倒计时)。我们使用脑功能连接下的事件相关电位成分(CNV和P300)和图论指标(聚类系数和特征路径长度)来分析大脑的注意力状态。
    结果表明,组合提示在提示阶段更好地引导了参与者\'持续的注意力,让他们为运动做好准备。因此,在目标出现之后,参与者有更好的执行控制,并实现了对目标的更快反应。然而,在组合提示下,参与者在提示阶段消耗了更多的注意力资源。
    我们认为,对于认知功能受损的参与者,提示提示或准备提示可以考虑,这也在引导参与者的注意力并帮助他们在消耗较少的注意力资源时进行运动准备方面发挥作用。这项研究为目标导向任务中视觉提示的设计提供了神经生理学和行为基础。
    UNASSIGNED: In goal-directed tasks, visual prompts before the appearance of goals can make people ready in advance, which helps them to complete the movement better, and the presentation type of the visual prompt is very important. In previous studies, it has not been clear how different types of visual prompts guide attention in goal-directed tasks.
    UNASSIGNED: According to the characteristics of goal-directed tasks, our research designed three different prompts: the cue prompt (featuring static arrow), the preparation prompt (involving dynamic countdown), and the combination prompt of cue and preparation information (simultaneously incorporating arrow and countdown). We used event-related potential components (CNV and P300) and graph theory indicators (clustering coefficient and characteristic path length) under the brain function connection to analyze the attention state of the brain.
    UNASSIGNED: The results showed that the combination prompts better guided the participants\' sustained attention during the prompt stage, making them well prepared for the movement. Thus, after the target appeared, the participants had better executive control and achieved a faster response to the target. However, under the combination prompt, the participants consumed more attention resources during the prompt stage.
    UNASSIGNED: We believe that for the participants with impaired cognitive function, cue prompts or preparation prompts can be considered, which also play a role in guiding the participants\' attention and helping them make motor preparations when less attention resources are consumed. This study provides a neurophysiological and behavioral foundation for the design of visual prompts in goal-directed tasks.
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  • 文章类型: Journal Article
    背景:早泄(PE),男性常见的性功能障碍,经常伴随着异常的心理因素,比如抑郁症。最近的神经影像学研究揭示了PE患者的脑结构和功能异常。然而,支持PE和抑郁症共病的神经学证据有限.本研究旨在探讨PE伴抑郁症患者脑功能网络的拓扑变化。
    方法:从60例PE患者(30例有抑郁症,30例无抑郁症)和29例健康对照(HC)获得静息状态功能磁共振成像(rs-fMRI)数据。基于rs-fMRI数据为所有参与者构建了功能性脑网络。通过图论分析方法计算节点中心性和效率等节点参数,并进行组间比较。此外,结果通过家庭误差(FWE)进行多重比较得到校正(p<.05).
    结果:患有抑郁症的PE患者在右苍白球中的程度中心性和整体效率增加,与HCs相比,右丘脑的度数中心性增加。没有抑郁的PE患者在右苍白球和丘脑中显示出程度中心性增加,以及在正确的precuneus提高全球效率,苍白球,和丘脑与HCs相比。伴有抑郁症的PE患者在右侧苍白球和丘脑中的中心性降低,以及右前叶的全球效率下降,苍白球,与没有抑郁症的人相比,还有丘脑。上面的所有大脑区域都在FWE校正中幸存下来。
    结论:结果表明,功能连接增加和减少,以及大脑中信息的全球整合能力,可能与PE患者并发抑郁的发生有关,分别。这些发现为理解PE和抑郁症患者的病理机制提供了新的见解。
    BACKGROUND: Premature ejaculation (PE), a common male sexual dysfunction, often accompanies by abnormal psychological factors, such as depression. Recent neuroimaging studies have revealed structural and functional brain abnormalities in PE patients. However, there is limited neurological evidence supporting the comorbidity of PE and depression. This study aimed to explore the topological changes of the functional brain networks of PE patients with depression.
    METHODS: Resting-state functional magnetic resonance imaging (rs-fMRI) data were acquired from 60 PE patients (30 with depression and 30 without depression) and 29 healthy controls (HCs). Functional brain networks were constructed for all participants based on rs-fMRI data. The nodal parameters including nodal centrality and efficiency were calculated by the method of graph theory analysis and then compared between groups. In addition, the results were corrected for multiple comparisons by family-wise error (FWE) (p < .05).
    RESULTS: PE patients with depression had increased degree centrality and global efficiency in the right pallidum, as well as increased degree centrality in the right thalamus when compared with HCs. PE patients without depression showed increased degree centrality in the right pallidum and thalamus, as well as increased global efficiency in the right precuneus, pallidum, and thalamus when compared with HCs. PE patients with depression demonstrated decreased degree centrality in the right pallidum and thalamus, as well as decreased global efficiency in the right precuneus, pallidum, and thalamus when compared to those without depression. All the brain regions above survived the FWE correction.
    CONCLUSIONS: The results suggested that increased and decreased functional connectivity, as well as the capability of global integration of information in the brain, might be related to the occurrence of PE and the comorbidity depression in PE patients, respectively. These findings provided new insights into the understanding of the pathological mechanisms underlying PE and those with depression.
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  • 文章类型: Journal Article
    背景:累积的神经影像学证据表明,宫颈肌张力障碍(CD)患者的皮质-皮质下白质(WM)束发生变化。然而,这些患者的WM结构网络是否发生重组仍不清楚。我们旨在调查与健康对照(HCs)相比,CD患者的大规模WM结构网络的拓扑变化,并探讨与临床表现相关的网络变化。
    方法:对30例CD和30例HCs患者进行扩散张量成像(DTI),WM网络构建基于BNA-246图集和确定性纤维束成像。基于图的理论分析,计算并比较CD和HC患者的全局和局部拓扑特性.然后,AAL-90图集用于重现性分析.此外,分析异常拓扑性质与临床特征的关系。
    结果:与HC相比,CD患者表现出网络隔离和弹性的变化,以提高本地效率和多样性为特征,分别。此外,与HC相比,CD患者的网络强度也显著下降.使用AAL-90图集进行的验证分析类似地显示,CD患者的分类能力和网络强度增加。CD患者的网络特性改变与临床特征之间没有发现显着相关性。
    结论:我们的研究结果表明,CD患者存在大规模WM结构网络的重组。然而,这种重组归因于肌张力障碍特异性异常或运动过度,需要进一步鉴定.
    BACKGROUND: Accumulating neuroimaging evidence indicates that patients with cervical dystonia (CD) have changes in the cortico-subcortical white matter (WM) bundle. However, whether these patients\' WM structural networks undergo reorganization remains largely unclear. We aimed to investigate topological changes in large-scale WM structural networks in patients with CD compared to healthy controls (HCs), and explore the network changes associated with clinical manifestations.
    METHODS: Diffusion tensor imaging (DTI) was conducted in 30 patients with CD and 30 HCs, and WM network construction was based on the BNA-246 atlas and deterministic tractography. Based on the graph theoretical analysis, global and local topological properties were calculated and compared between patients with CD and HCs. Then, the AAL-90 atlas was used for the reproducibility analyses. In addition, the relationship between abnormal topological properties and clinical characteristics was analyzed.
    RESULTS: Compared with HCs, patients with CD showed changes in network segregation and resilience, characterized by increased local efficiency and assortativity, respectively. In addition, a significant decrease of network strength was also found in patients with CD relative to HCs. Validation analyses using the AAL-90 atlas similarly showed increased assortativity and network strength in patients with CD. No significant correlations were found between altered network properties and clinical characteristics in patients with CD.
    CONCLUSIONS: Our findings show that reorganization of the large-scale WM structural network exists in patients with CD. However, this reorganization is attributed to dystonia-specific abnormalities or hyperkinetic movements that need further identification.
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  • 文章类型: Journal Article
    半球功能偏侧化是人脑的一个突出特征。然而,目前尚不清楚终末期膝骨关节炎(esKOA)患者半球偏侧化特征是否发生改变.在这项研究中,我们对46例esKOA患者和31例健康对照(HCs)进行了静息态功能磁成像,并与全球和半球间网络进行了比较,以阐明患者的半球功能网络偏侧化特征.进行相关性分析,以探讨半球间网络参数与患者临床特征之间的关系。对节点属性进行分析,探讨患者半球网络功能偏侧化变化的因素。我们发现患者和HCs表现出“小世界”脑网络拓扑。与HCs相比,患者的聚类系数增加。半球间参数的半球差异,包括分类,全球效率,本地效率,聚类系数,小世界,和最短路径长度。esKOA的疼痛过程和强度与局部效率的右半球偏侧化呈正相关。聚类系数,和小世界,分别。在疼痛认知组中证明了几种节点特性的显着改变,痛苦-情感,和疼痛调节电路。半球间网络异常偏侧化可能是由于区域网络属性的破坏造成的。
    Hemisphere functional lateralization is a prominent feature of the human brain. However, it is not known whether hemispheric lateralization features are altered in end-stage knee osteoarthritis (esKOA). In this study, we performed resting-state functional magnetic imaging on 46 esKOA patients and 31 healthy controls (HCs) and compared with the global and inter-hemisphere network to clarify the hemispheric functional network lateralization characteristics of patients. A correlation analysis was performed to explore the relationship between the inter-hemispheric network parameters and clinical features of patients. The node attributes were analyzed to explore the factors changing in the hemisphere network function lateralization in patients. We found that patients and HCs exhibited \"small-world\" brain network topology. Clustering coefficient increased in patients compared with that in HCs. The hemisphere difference in inter-hemispheric parameters including assortativity, global efficiency, local efficiency, clustering coefficients, small-worldness, and shortest path length. The pain course and intensity of esKOA were positively correlated with the right hemispheric lateralization in local efficiency, clustering coefficients, and the small-worldness, respectively. The significant alterations of several nodal properties were demonstrated within group in pain-cognition, pain-emotion, and pain regulation circuits. The abnormal lateralization inter-hemisphere network may be caused by the destruction of regional network properties.
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  • 文章类型: Journal Article
    库欣病(CD)是一种罕见的临床神经内分泌疾病。CD的特征是垂体腺瘤分泌促肾上腺皮质激素引起的皮质醇异常。患有CD的个体通常表现出灰质体积的萎缩。然而,关于CD个体的地形组织变化知之甚少。本研究旨在利用图论分析研究基于灰质体积的CD个体的结构协方差网络。
    获得了61名CD患者和53名健康对照的高分辨率T1加权图像。利用图论估计了灰质体积,并分析了结构协方差网络。网络属性,如所有参与者的枢纽是根据度中心性计算的。
    在年龄方面,患有CD的个体和健康对照之间没有观察到显着差异,性别,和教育水平。CD患者的小世界特征得以保留,但高于健康对照组。具有CD的个体显示出更高的全局效率和模块化,与健康对照相比,表明更高的整合和隔离。CD个体的枢纽节点为短岛回(G_insular_short_L),扣带回和沟的前部(G_和_S_cingul-Ant_R),和额上回(G_front_sup_R)。
    基于图论发现CD患者的结构协方差网络存在显着差异。这些发现可能有助于理解CD患者的发病机理,并提供对该CD发病机理的见解。
    UNASSIGNED: Cushing disease (CD) is a rare clinical neuroendocrine disease. CD is characterized by abnormal hypercortisolism induced by a pituitary adenoma with the secretion of adrenocorticotropic hormone. Individuals with CD usually exhibit atrophy of gray matter volume. However, little is known about the alterations in topographical organization of individuals with CD. This study aimed to investigate the structural covariance networks of individuals with CD based on the gray matter volume using graph theory analysis.
    UNASSIGNED: High-resolution T1-weighted images of 61 individuals with CD and 53 healthy controls were obtained. Gray matter volume was estimated and the structural covariance network was analyzed using graph theory. Network properties such as hubs of all participants were calculated based on degree centrality.
    UNASSIGNED: No significant differences were observed between individuals with CD and healthy controls in terms of age, gender, and education level. The small-world features were conserved in individuals with CD but were higher than those in healthy controls. The individuals with CD showed higher global efficiency and modularity, suggesting higher integration and segregation as compared to healthy controls. The hub nodes of the individuals with CD were Short insular gyri (G_insular_short_L), Anterior part of the cingulate gyrus and sulcus (G_and_S_cingul-Ant_R), and Superior frontal gyrus (G_front_sup_R).
    UNASSIGNED: Significant differences in the structural covariance network of patients with CD were found based on graph theory. These findings might help understanding the pathogenesis of individuals with CD and provide insight into the pathogenesis of this CD.
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  • 文章类型: Journal Article
    目的:本研究旨在探讨糖尿病性视神经病变(DON)患者脑网络的静息状态功能连通性和拓扑特征。
    方法:对23名患者和41名健康对照(HC)受试者进行静息状态功能磁共振成像扫描。我们使用独立成分分析和图论分析来确定大脑的拓扑特征以及大脑网络的功能网络连接(FNC)和拓扑属性。
    结果:与HC相比,DON患者表现出改变的整体特征。在节点级别,DON组在丘脑和脑岛的结节度数较少,在右边的罗兰地盖中更多的人,右中央后回,和右颞上回。在网络比较中,DON患者在左额顶网络(FPN-L)和腹侧注意网络(VAN)之间显示FNC显着增加。此外,在内部网络比较中,DON组默认网络(DMN)的左额上内侧回(MSFG)与听觉网络的左壳核之间的连通性降低。
    结论:DON患者改变了DMN中的节点性质和连通性,听觉网络,FPN-L,和VAN。这些结果提供了特定脑网络参与DON病理生理学的证据。
    This study aimed to investigate the resting-state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic neuropathy (DON).
    Resting-state functional magnetic resonance imaging scans were performed on 23 patients and 41 healthy control (HC) subjects. We used independent component analysis and graph theoretical analysis to determine the topologic characteristics of the brain and as well as functional network connectivity (FNC) and topologic properties of brain networks.
    Compared with HCs, patients with DON showed altered global characteristics. At the nodal level, the DON group had fewer nodal degrees in the thalamus and insula, and a greater number in the right rolandic operculum, right postcentral gyrus, and right superior temporal gyrus. In the internetwork comparison, DON patients showed significantly increased FNC between the left frontoparietal network (FPN-L) and ventral attention network (VAN). Additionally, in the intranetwork comparison, connectivity between the left medial superior frontal gyrus (MSFG) of the default network (DMN) and left putamen of auditory network was decreased in the DON group.
    DON patients altered node properties and connectivity in the DMN, auditory network, FPN-L, and VAN. These results provide evidence of the involvement of specific brain networks in the pathophysiology of DON.
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  • 文章类型: Observational Study
    背景:与健康个体相比,重度抑郁症(MDD)的大脑在处理正面和负面视觉刺激时与功能连接(FC)改变有关。建立在大脑连通性改变的基础上,一些研究人员已经采用脑电图(EEG)来研究MDD中的FC,旨在加强诊断和治疗;然而,结果不一致,在情绪识别过程中涉及FC的研究有限.本研究旨在1)研究MDD对视觉情绪处理过程中脑电图模式的影响,2)探讨抗抑郁治疗在第一周内对脑FC的治疗效果,并评估这些效果是否可以预测四周后的治疗结果,和3)研究可用于预测MDD患者治疗反应性的基线FC参数生物标志物。
    方法:这项临床观察性研究招募了38名健康对照(HC)和48名MDD患者。患者在第0周和第1周进行脑电图检查,同时查看经过验证的快乐和悲伤面孔的图像。MDD患者在治疗4周后被分为治疗应答者和非应答者。我们进行了FC分析(节点强度(NS),全球效率(GE),和聚类系数(CC))对HC和MDD患者进行图论分析。多变量线性回归用于评估MDD对FC的影响,在控制包括年龄在内的混杂变量的同时,性别,和学位。
    结果:在第0周和第1周,MDD患者显示FC参数显着降低(NS,GE和CC)与HC相比。当比较抗抑郁药治疗后第1周和治疗前的MDD患者时,未观察到FC变化的显着差异。多元回归分析显示,MDD对FC有显著的负面影响。与治疗无反应组相比,有反应的组显示基线时δ波段频率的FC显著较高.
    结论:MDD患者组在视觉情绪处理期间表现出FC受损,我们观察到基线FC参数在第4周与治疗反应相关。虽然治疗一周后在大脑中观察到FC变化的迹象,有可能一周仍不足以证明大脑的显著改变。我们的结果表明,基于EEG的FC可作为预测MDD患者治疗反应和监测治疗进展的指示性指标。
    BACKGROUND: The brain of major depressive disorder (MDD) is associated with altered functional connectivity (FC) compared to that of healthy individuals when processing positive and negative visual stimuli. Building upon alterations in brain connectivity, some researchers have employed electroencephalography (EEG) to study FC in MDD, aiming to enhance both diagnosis and treatment; however, the results have been inconsistent and the studies involving FC during emotional recognition are limited. This study aims to 1) investigate the effects of MDD on EEG patterns during visual emotional processing, 2) explore the therapeutic effects of antidepressant treatment on brain FC within the first week, and assess whether these effects can be predictive of treatment outcomes four weeks later, and 3) study baseline FC parameter biomarkers that can be used to predict treatment responsiveness in MDD patients.
    METHODS: This clinical observational study recruited 38 healthy controls (HC) and 48 MDD patients. Patients underwent an EEG exam while looking at validated images of happy and sad faces at week 0 and 1. MDD patients were categorized into treatment responders and non-responders after 4 weeks of treatment. We conducted the FC analysis (node strength (NS), global efficiency (GE), and cluster coefficient (CC)) on HC and MDD patients using graph theoretical analysis. Multivariable linear regression was used to evaluate the influence of MDD on FC compared to HC, while controlling for confounding variables including age, gender, and academic degrees.
    RESULTS: At week 0 and week 1, MDD patients revealed to have significant reductions in FC parameters (NS, GE and CC) compared to HC. When comparing MDD patients at week 1 post-antidepressant treatment and pre-treatment, no significant differences in FC changes were observed. Multivariable regression revealed a significant negative effect on FC of MDD. Compared to the treatment non-responsive group, the responsive group revealed a significantly higher FC in delta band frequency at baseline.
    CONCLUSIONS: MDD patient group showed impaired FC during visual emotion-processing and we observed baseline FC parameters to be associated with treatment response at week 4. While signs of FC changes were observed in the brain after a week of treatment, it is possible that one week may still be insufficient to demonstrate significant alterations in the brain. Our results suggest the potential utilization of EEG-based FC as an indicative measure for predicting treatment response and monitoring treatment progress in MDD patients.
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  • 文章类型: Journal Article
    冠心病(CHD)赋予患者认知和精神障碍的高风险。本研究旨在探讨CHD与脑网络的功能连通性和拓扑特性的关系。共有27名CHD患者和44名健康对照(HCs)参加了这项研究,并进行了静息状态功能磁共振成像(rs-fMRI)扫描。在CHD患者中使用独立成分分析探索网络内和网络间功能连接改变。此外,采用图论分析来评估脑网络的小世界属性和网络效率指标的异常。与HC相比,CHD患者后默认模式网络和后视觉网络之间的功能连通性增加,以及左额顶网络和听觉网络之间的功能连通性降低。在图论分析方面,在CHD患者和HCs中均发现了小世界网络拓扑.此外,与HC相比,CHD患者左壳核的淋巴结局部效率显著降低.这项研究揭示了CHD患者脑功能连通性和拓扑特性的改变,阐明这些患者认知和精神障碍潜在的神经机制,并提示CHD与高阶认知过程之间未探索的联系。
    Coronary heart disease (CHD) confers a high risk of cognitive and mental impairments in patients. This study aimed to explore the association of CHD with functional connectivity and topological properties of brain networks. A total of 27 patients with CHD and 44 healthy controls (HCs) participated in this study and underwent a resting-state functional magnetic resonance imaging (rs-fMRI) scan. Intra- and internetwork functional connectivity alterations were explored using independent component analysis in CHD patients. Furthermore, graph theoretical analysis was adopted to assess abnormalities in small-world properties and network efficiency metrics of brain networks. Compared to HCs, CHD patients exhibited increased functional connectivity between the posterior default mode network and posterior visual network, as well as decreased functional connectivity between the left frontoparietal network and auditory network. In terms of graph theoretical analysis, small-world network topology was identified in both CHD patients and HCs. Furthermore, the nodal local efficiency of the left putamen was significantly decreased in CHD patients compared to HCs. This study revealed alterations in brain functional connectivity and topological properties in CHD patients, shedding light on the potential neurological mechanism underlying cognitive and mental impairments in these patients and suggesting unexplored connections between CHD and higher order cognitive processing.
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  • 文章类型: Journal Article
    先前的扩散张量成像(DTI)研究表明,酒精中毒患者普遍存在白质微结构损伤。然而,关于酒精依赖(AD)白质结构网络的拓扑结构变化知之甚少。这项研究包括67名AD患者和69名对照。应用图论分析方法研究了白质结构网络的拓扑组织,和基于网络的统计(NBS)用于检测结构连通性改变。与对照组相比,AD患者表现出异常的整体网络特性,其特征是小世界性增加,归一化聚类系数,聚类系数,和最短路径长度;以及降低的全局效率和局部效率。进一步的分析显示,主要位于默认模式网络(DMN)的AD患者的节点效率和程度中心性降低,包括precuneus,前扣带和副带回,正中扣带和副带回,后扣带回,额上回的内侧部分.此外,基于国家统计局的方法,患者表现出较弱的子网络连接性,主要位于DMN区域。此外,改变的网络指标与智商(IQ)得分和全球评估功能(GAF)得分相关。我们的结果可能揭示了AD个体全脑白质结构网络的破坏,这可能有助于我们在白质结构网络水平上理解酒精成瘾的潜在病理生理机制。
    Previous diffusion tensor imaging (DTI) studies have demonstrated widespread white matter microstructure damage in individuals with alcoholism. However, very little is known about the alterations in the topological architecture of white matter structural networks in alcohol dependence (AD). This study included 67 AD patients and 69 controls. The graph theoretical analysis method was applied to examine the topological organization of the white matter structural networks, and network-based statistics (NBS) were employed to detect structural connectivity alterations. Compared to controls, AD patients exhibited abnormal global network properties characterized by increased small-worldness, normalized clustering coefficient, clustering coefficient, and shortest path length; and decreased global efficiency and local efficiency. Further analyses revealed decreased nodal efficiency and degree centrality in AD patients mainly located in the default mode network (DMN), including the precuneus, anterior cingulate and paracingulate gyrus, median cingulate and paracingulate gyrus, posterior cingulate gyrus, and medial part of the superior frontal gyrus. Furthermore, based on NBS approaches, patients displayed weaker subnetwork connectivity mainly located in the region of the DMN. Additionally, altered network metrics were correlated with intelligence quotient (IQ) scores and global assessment function (GAF) scores. Our results may reveal the disruption of whole-brain white matter structural networks in AD individuals, which may contribute to our comprehension of the underlying pathophysiological mechanisms of alcohol addiction at the level of white matter structural networks.
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  • 文章类型: Journal Article
    功能性便秘(FCon)是一种常见的功能性胃肠病(FGID)。研究表明,精神疾病的可能性更高,比如焦虑,抑郁症,睡眠障碍,注意力受损,在FCon患者中。然而,导致FCon患者出现这些症状的潜在病理生理机制仍有待完全阐明.人脑是一个复杂的网络体系结构,具有几个基本的组织特性。肠道症状和精神问题之间的神经相互作用可能与这些复杂的网络密切相关。
    在本研究中,我们共招募了35例FCon患者和40例健康对照(HC)进行了一系列临床检查和静息状态功能磁成像(RS-fMRI).我们采用了基于表面的分析(SBA)方法,利用Schaefer皮层切片模板和Tikhonov正则化。对RS-fMRI进行了图论分析(GTA)和功能连接(FC)分析,以研究两组之间的异常网络改变。此外,对FCon患者的网络指标和临床变量进行相关性分析.
    在全球范围内,我们发现FCon患者的拓扑特性和网络发生了改变,主要包括显著增加的聚类系数(CP),本地效率(Eloc),和最短路径长度(LP),而与HC相比,全球效率(Eglob)下降。在区域一级,FCon患者的额顶网络(FPN)淋巴结效率增加.此外,FC分析显示了Yeo7网络内部和之间的几种功能变化,特别是包括视觉网络(VN),边缘网络(LN),默认模式网络(DMN),子网络和大规模网络分析中的体感-运动网络(SMN)。相关性分析显示,在本研究中,网络指标与临床变量之间没有显着关联。
    这些结果突出了与视觉感知能力相关的功能性大脑网络的拓扑结构的改变,情绪调节,感觉运动处理,和注意力控制,这可能有助于FCon患者的有效靶向治疗方式。
    UNASSIGNED: Functional constipation (FCon) is a common functional gastrointestinal disorder (FGID). Studies have indicated a higher likelihood of psychiatric disorders, such as anxiety, depression, sleep disturbances, and impaired concentration, among patients with FCon. However, the underlying pathophysiological mechanisms responsible for these symptoms in FCon patients remain to be fully elucidated. The human brain is a complex network architecture with several fundamental organizational properties. Neurological interactions between gut symptoms and psychiatric issues may be closely associated with these complex networks.
    UNASSIGNED: In the present study, a total of 35 patients with FCon and 40 healthy controls (HC) were recruited for a series of clinical examinations and resting-state functional magnetic imaging (RS-fMRI). We employed the surface-based analysis (SBA) approach, utilizing the Schaefer cortical parcellation template and Tikhonov regularization. Graph theoretical analysis (GTA) and functional connectivity (FC) analysis of RS-fMRI were conducted to investigate the aberrant network alterations between the two groups. Additionally, correlation analyses were performed between the network indices and clinical variables in patients with FCon.
    UNASSIGNED: At the global level, we found altered topological properties and networks in patients with FCon, mainly including the significantly increased clustering coefficient (CP), local efficiency (Eloc), and shortest path length (LP), whereas the decreased global efficiency (Eglob) compared to HC. At the regional level, patients with FCon exhibited increased nodal efficiency in the frontoparietal network (FPN). Furthermore, FC analysis demonstrated several functional alterations within and between the Yeo 7 networks, particularly including visual network (VN), limbic network (LN), default mode network (DMN), and somatosensory-motor network (SMN) in sub-network and large-scale network analysis. Correlation analysis revealed that there were no significant associations between the network metrics and clinical variables in the present study.
    UNASSIGNED: These results highlight the altered topological architecture of functional brain networks associated with visual perception abilities, emotion regulation, sensorimotor processing, and attentional control, which may contribute to effectively targeted treatment modalities for patients with FCon.
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