Degree centrality

度中心性
  • 文章类型: Journal Article
    目的:通过静息态功能磁共振成像(rs-fMRI)研究结直肠癌(CRC)患者大脑功能活动改变的异常模式和认知损害的神经影像学机制。
    方法:研究了CRC患者(n=56)和健康对照(HCs)(n=50)。参与者接受rs-fMRI扫描和蒙特利尔认知评估(MoCA)。低频波动的幅度(ALFF),度中心性(DC),区域同质性(ReHo),和MoCA得分,为参与者计算。
    结果:高管的分数,视觉空间,记忆,CRC患者的语言和注意力较低.左中央后回的ReHo和ALFF值,右中央后回的ReHo值,左枕中回ALFF和DC值,右舌回的ReHo和DC值,右角回和前突的DC值,在CRC患者中,左颞中回的ALFF值明显下降。
    结论:CRC患者的静息状态功能异常,主要在大脑区域参与认知功能。功能指标异常的重叠脑区位于枕中回,中央后回,和舌回.这项研究揭示了CRC患者脑损害和神经认知能力下降的潜在生物学途径。
    OBJECTIVE: To investigate the abnormal pattern of altered functional activity in the brain and the neuroimaging mechanisms underlying the cognitive impairment of patients with colorectal cancer (CRC) via resting-state functional magnetic resonance imaging (rs-fMRI).
    METHODS: CRC patients (n = 56) and healthy controls (HCs) (n = 50) were studied. The participants underwent rs-fMRI scans and the Montreal Cognitive Assessment (MoCA). The amplitude of low-frequency fluctuations (ALFF), degree centrality (DC), regional homogeneity (ReHo), and MoCA scores, were calculated for participants.
    RESULTS: The scores of executives, visuospatial, memory, language and attention were lower in CRC patients. ReHo and ALFF values in the left postcentral gyrus, ReHo values in the right postcentral gyrus, ALFF and DC values in the left middle occipital gyrus, ReHo and DC values in the right lingual gyrus, DC values in the right angular gyrus and precuneus, and ALFF values in the left middle temporal gyrus decreased conspicuously in the CRC patients.
    CONCLUSIONS: CRC patients have abnormal resting state function, mainly in the brain areas involved in cognitive function. The overlapping brain regions with abnormal functional indicators are in the middle occipital gyrus, postcentral gyrus, and lingual gyrus. This study reveals the potential biological pathways involved in brain impairment and neurocognitive decline in patients with CRC.
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  • 文章类型: Journal Article
    认知障碍是涉及多个领域的非沟通性脑积水(NCH)的常见临床症状,包括执行功能,工作记忆,视觉空间功能,语言,和注意。功能磁共振成像(fMRI)可用于获得有关局部大脑区域功能活动和多个大脑区域功能连接(FC)的信息。然而,对相关认知障碍的研究有限;此外,NCH合并认知障碍的病理生理机制尚不清楚.这里,我们旨在探索区域神经活动和FC的变化,以及认知障碍的机制,NCH患者。
    总的来说,使用迷你精神状态检查(MMSE)和fMRI评估了16例NCH患者和25例人口统计学匹配的健康对照(HCs)。区域同质性的变化(ReHo),度中心性(DC),并对两组的感兴趣区域FC进行分析。功能磁共振成像指标(ReHo,DC,和FC)和NCH患者的MMSE评分也进行了调查。
    与HC组相比,NCH组在左中央前和中央后回表现出显著较低的ReHo值,左内侧前额叶皮质(MPFC)的ReHo值明显更高。与HC组相比,NCH组的双侧MPFC中的DC值也显着更高。关于基于种子的FC,与HC组相比,NCH组MPFC显示右侧顶叶上回和中央回的FC值降低.此外,在NCH组中,MMSE评分与左侧MPFC的ReHo值和双侧MPFC的DC值呈显著负相关,而MMSE评分与FC值呈显著正相关。最后,NCH患者的区域神经活动和FC改变,并与认知障碍相关。这些结果促进了我们对NCH与认知障碍之间关联的病理生理机制的理解。
    UNASSIGNED: Cognitive impairment is a frequent clinical symptom of non-communicating hydrocephalus (NCH) involving multiple domains, including executive function, working memory, visual-spatial function, language, and attention. Functional magnetic resonance imaging (fMRI) can be used to obtain information on functional activity in local brain areas and functional connectivity (FC) across multiple brain regions. However, studies on the associated cognitive impairment are limited; further, the pathophysiological mechanisms of NCH with cognitive impairment remain unclear. Here, we aimed to explore alterations in regional neural activity and FC, as well as the mechanisms of cognitive impairment, in patients with NCH.
    UNASSIGNED: Overall, 16 patients with NCH and 25 demographically matched healthy controls (HCs) were assessed using the Mini-Mental State Examination (MMSE) and fMRI. Changes in regional homogeneity (ReHo), degree centrality (DC), and region of interest-based FC were analyzed in both groups. The relationship between fMRI metrics (ReHo, DC, and FC) and MMSE scores in patients with NCH was also investigated.
    UNASSIGNED: Compared with the HC group, the NCH group exhibited significantly lower ReHo values in the left precentral and postcentral gyri, and significantly higher ReHo values in the left medial prefrontal cortex (MPFC). The NCH group also showed significantly higher DC values in the bilateral MPFC compared with the HC group. Regarding seed-based FC, the MPFC showed reduced FC values in the right superior parietal and postcentral gyrus in the NCH group compared with those in the HC group. Moreover, within the NCH group, MMSE scores were significantly negatively correlated with the ReHo value in the left MPFC and the DC value in the bilateral MPFC, whereas MMSE scores were significantly positively correlated with FC values. To conclude, regional neural activity and FC are altered in patients with NCH and are correlated with cognitive impairment. These results advance our understanding of the pathophysiological mechanisms underlying the association between NCH and cognitive impairment.
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  • 文章类型: Journal Article
    带状疱疹相关性疼痛(ZAP)常伴有精神病合并症。然而,ZAP合并精神病合并症的潜在神经病理学机制仍然知之甚少.
    来自41名没有焦虑或抑郁(noA/D-ZAP)的ZAP患者的静息状态功能MRI(rs-fMRI)数据,获得了11名患有焦虑或抑郁症的ZAP患者(A/D-ZAP)和29名健康对照(HCs)。基于rs-fMRI的度中心性(DC)用于探索这些受试者的脑功能网络中的节点变化。此外,进行相关性和受试者工作特征曲线分析。
    单向方差分析显示,三组中右额叶中回(MFG)和双侧前肌DC值异常。与HC相比,A/D-ZAP显示双侧脑桥DC值增加,而noA/D-ZAP显示右侧脑桥的DC值增加,左脑干和直肠回以及右侧扣带回和双侧前肌DC值降低。与noA/D-ZAP相比,A/D-ZAP显示左MFG和中央前回(PG)的DC值增加。A/D-ZAP左脑桥DC值与焦虑自评量表评分呈正相关。左侧PG和MFG中用于区分A/D-ZAP与noA/D-ZAP组的DC值曲线下面积分别为0.907和1.000。
    这项研究揭示了有或没有精神病合并症的ZAP患者大脑功能网络的节点差异。特别是,左侧MFG和PG的DC值异常可能在该疾病的神经病理机制中起重要作用。
    UNASSIGNED: Zoster-associated pain (ZAP) is frequently concomitant with psychiatric comorbidities. However, the underlying neuropathological mechanisms of ZAP with psychiatric comorbidities remain poorly understood.
    UNASSIGNED: Rest-stating functional MRI (rs-fMRI) data from 41 ZAP patients without anxiety or depression (noA/D-ZAP), 11 ZAP patients with anxiety or depression (A/D-ZAP) and 29 healthy controls (HCs) were acquired. Degree centrality (DC) based on rs-fMRI was used to explore the node changes in the brain functional network in these subjects. Moreover, correlations and receiver operating characteristic curve analysis were performed.
    UNASSIGNED: One-way analysis of variance revealed abnormal DC values in the right middle frontal gyrus (MFG) and bilateral precuneus among the three groups. Compared with HCs, A/D-ZAP showed increased DC values in the bilateral pons, while noA/D-ZAP showed increased DC values in the right pons, left brainstem and rectal gyrus and decreased DC values in the right cingulate gyrus and bilateral precuneus. A/D-ZAP showed increased DC values in the left MFG and precentral gyrus (PG) compared with noA/D-ZAP. The DC value of the left pons in A/D-ZAP was positively correlated with the self-rating anxiety scale score. Areas under the curve of DC values in the left PG and MFG for distinguishing A/D-ZAP from the noA/D-ZAP group were 0.907 and 1.000, respectively.
    UNASSIGNED: This study revealed the node differences in the brain functional network of ZAP patients with or without psychiatric comorbidities. In particular, abnormal DC values of the left MFG and PG may play an important role in the neuropathologic mechanism of the disease.
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  • 文章类型: Journal Article
    低社会支持会增加重度抑郁症(MDD)的风险,然而,它对大脑功能的影响尚不清楚。32例社会支持低的MDD患者,52有很高的社会支持,并招募了54名健康对照。我们使用静息状态功能磁共振成像研究了社会支持低的MDD患者的局部脑活动,采用度中心性(DC)等措施,区域同质性,低频波动的振幅,和低频波动的分数振幅。选择在这些分析中鉴定的异常区域作为用于功能连接(FC)分析的感兴趣区域。然后我们探索了社会支持之间的关系,脑功能障碍,MDD严重性,使用偏相关和适度中介模型和不安全感。我们的研究结果表明,社会支持低的MDD患者在右颞上极和右内侧膝状核表现出减少的DC。加上右颞上极和右颞下回之间的FC增加,与那些具有高社会支持的人相比,右缘上回。此外,右内侧膝状核的DC与社会支持呈正相关,而右颞上极和右上脑回之间的FC与社会支持和主观支持均呈负相关。此外,一个有调节的中介模型表明,右颞上极和右腹上回之间的FC中介社会支持和抑郁严重程度之间的关系,安全调节这种调解。这些发现强调了低社会支持对MDD患者脑功能和抑郁严重程度的影响。
    Low social support increases the risk of Major depressive disorder (MDD), yet its effects on brain function are unclear. Thirty-two MDD patients with low social support, 52 with high social support, and 54 healthy controls were recruited. We investigated regional brain activity in MDD patients with low social support using resting-state functional Magnetic Resonance Imaging, employing measures such as degree centrality (DC), regional homogeneity, amplitude of low-frequency fluctuations, and fractional amplitude of low-frequency fluctuations. Abnormal regions identified in these analyses were selected as regions of interest for functional connectivity (FC) analysis. We then explored relationships among social support, brain dysfunction, MDD severity, and insecurity using partial correlation and moderated mediation models. Our findings reveal that MDD patients with low social support show decreased DC in the right superior temporal pole and right medial geniculate nucleus, coupled with increased FC between the right superior temporal pole and right inferior temporal gyrus, and the right supramarginal gyrus compared to those with high social support. Furthermore, the DC of the right medial geniculate nucleus positively correlates with social support, while the FC between the right superior temporal pole and right supramarginal gyrus negatively correlates with both social support and subjective support. Additionally, a moderated mediation model demonstrates that the FC between the right superior temporal pole and right supramarginal gyrus mediates the relationship between social support and depression severity, with security moderating this mediation. These findings underscore the impact of low social support on brain function and depression severity in MDD patients.
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  • 文章类型: Journal Article
    使用静息状态功能磁共振成像(rs-fMRI)利用程度中心性(DC)方法研究慢性下腰痛(LDHCP)患者腰椎间盘突出症的中心机制。
    登记了25名LDHCP和22名健康对照(HC),并收集了他们大脑的rs-fMRI数据。我们比较了LDHCP和HC组的全脑DC值,并检查了LDHCP组中DC值与视觉模拟评分(VAS)之间的相关性,Oswestry功能障碍指数(ODI),和疾病持续时间。使用受试者工作特征(ROC)曲线分析评估诊断效能。
    LDHCP患者双侧小脑和脑干的DC值增加,而与HC相比,左颞中回和右中央后回的DC值降低。左颞中回DC值与VAS(r=0.416,p=0.039)、ODI(r=0.405,p=0.045)呈正相关,而与病程无相关性(p>0.05)。其他脑区与VAS无显著相关性,ODI,或疾病持续时间(p>0.05)。此外,从ROC曲线分析获得的结果表明,左颞中回的曲线下面积(AUC)为0.929。
    研究结果表明双侧小脑自发神经活动和功能连接的局部异常,双侧脑干,左颞中回,LDHCP患者的右中央后回。
    UNASSIGNED: To investigate the central mechanism of lumbar disc herniation in patients with chronic low back pain (LDHCP) using resting-state functional magnetic resonance imaging (rs-fMRI) utilizing the Degree Centrality (DC) method.
    UNASSIGNED: Twenty-five LDHCP and twenty-two healthy controls (HCs) were enrolled, and rs-fMRI data from their brains were collected. We compared whole-brain DC values between the LDHCP and HC groups, and examined correlations between DC values within the LDHCP group and the Visual Analogue Score (VAS), Oswestry Dysfunction Index (ODI), and disease duration. Diagnostic efficacy was evaluated using receiver operating characteristic (ROC) curve analysis.
    UNASSIGNED: LDHCP patients exhibited increased DC values in the bilateral cerebellum and brainstem, whereas decreased DC values were noted in the left middle temporal gyrus and right post-central gyrus when compared with HCs. The DC values of the left middle temporal gyrus were positively correlated with VAS (r = 0.416, p = 0.039) and ODI (r = 0.405, p = 0.045), whereas there was no correlation with disease duration (p > 0.05). Other brain regions showed no significant correlations with VAS, ODI, or disease duration (p > 0.05). Furthermore, the results obtained from ROC curve analysis demonstrated that the Area Under the Curve (AUC) for the left middle temporal gyrus was 0.929.
    UNASSIGNED: The findings indicated local abnormalities in spontaneous neural activity and functional connectivity in the bilateral cerebellum, bilateral brainstem, left middle temporal gyrus, and right postcentral gyrus among LDHCP patients.
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  • 文章类型: Journal Article
    目的:探讨脊髓型颈椎病(CSM)患者影像学表现与临床症状不一致的脑机制,并检验脑影像学生物标志物在预测CSM预后中的作用。
    方法:40例CSM患者(22例轻-中度CSM,招募18名严重CSM)和25名健康对照(HC)进行rs-fMRI和颈脊髓扩散张量成像(DTI)扫描。记录具有分数各向异性(FA)和度中心性(DC)的脊髓DTI(C2/3级)。然后进行单向协方差分析(ANCOVA)以检测三组间DC和FA值的组间差异。然后分别在JOA与FA和DC之间进行Pearson相关性分析。
    结果:其中,与HCs相比,CSM组左颞中回的度中心性值呈进行性增加,重度CSM组的DC值高于轻-中度CSM组。(P<0.05),右侧颞上回和前回的DC值在增加后呈下降趋势。其中,重度CSM组前肌区域的DC值显着低于轻度-中度CSM和HC。(P<0.05)。水平C2/3的分数各向异性(FA)值在不同的临床分期显示出逐渐降低,严重的CSM组最低,显著低于轻-中度CSM和HCs(P<0.05)。左颞中回DC值与JOA评分呈负相关(P<0.001),C2/3水平的背柱FA值与JOA评分呈正相关(P<0.001)。
    结论:CSM患者的颈脊髓和大脑发生了结构和功能变化。大脑重组在维持CSM的症状和体征中起着重要作用,左颞中回DC值的异常可能是影像学表现与临床症状不一致的可能机制。度中心性是脊髓型颈椎病潜在有用的预后功能生物标志物。
    OBJECTIVE: To investigate the brain mechanism of non-correspondence between imaging presentations and clinical symptoms in cervical spondylotic myelopathy (CSM) patients and to test the utility of brain imaging biomarkers for predicting prognosis of CSM.
    METHODS: Forty patients with CSM (22 mild-moderate CSM, 18 severe CSM) and 25 healthy controls (HCs) were recruited for rs-fMRI and cervical spinal cord diffusion tensor imaging (DTI) scans. DTI at the spinal cord (level C2/3) with fractional anisotropy (FA) and degree centrality (DC) were recorded. Then one-way analysis of covariance (ANCOVA) was conducted to detect the group differences in the DC and FA values across the three groups. Pearson correlation analysis was then separately performed between JOA with FA and DC.
    RESULTS: Among them, degree centrality value of left middle temporal gyrus exhibited a progressive increase in CSM groups compared with HCs, the DC value in severe CSM group was higher compared with mild-moderate CSM group. (P < 0.05), and the DC values of the right superior temporal gyrus and precuneus showed a decrease after increase. Among them, DC values in the area of precuneus in severe CSM group were significantly lower than those in mild-moderate CSM and HCs. (P < 0.05). The fractional anisotropy (FA) values of the level C2/3 showed a progressive decrease in different clinical stages, that severe CSM group was the lowest, significantly lower than those in mild-moderate CSM and HCs (P < 0.05). There was negative correlation between DC value of left middle temporal gyrus and JOA scores (P < 0.001), and the FA values of dorsal column in the level C2/3 positively correlated with the JOA scores (P < 0.001).
    CONCLUSIONS: Structural and functional changes have taken place in the cervical spinal cord and brain of CSM patients. The Brain reorganization plays an important role in maintaining the symptoms and signs of CSM, aberrant DC values in the left middle temporal gyrus may be the possible mechanism of inconsistency between imaging findings and clinical symptoms. Degree centrality is a potentially useful prognostic functional biomarker in cervical spondylotic myelopathy.
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  • 文章类型: Journal Article
    背景:饮食紊乱行为在青少年中普遍存在,并且与神经认知系统的功能障碍高度相关。我们旨在确定患有贪食症症状(sub-BN)的个体的潜在变化,以产生见解,以了解神经性贪食症的发育病理生理学。
    方法:我们调查了145名患有贪食症的大学生和140名匹配的对照大学生在程度中心性(DC)和灰质体积(GMV)方面的群体差异,对这些感兴趣区域的全脑连通性的二次分析显示出静态功能连通性(FC)的差异。
    结果:BN亚组在GMV和DC中均表现出右背外侧前额叶皮质和右眶额叶皮质异常,并显示这些区域与前突之间的FC降低。我们还观察到,亚BN在钙质和颞上回之间表现出减少的FC,颞中回和下顶叶回。此外,脑行为关联提示,在BN亚组中,这些FCs与精神病理症状之间存在明显的关系.
    结论:我们的研究表明,患有贪食症症状的个体表现出异常的神经模式,主要涉及认知控制和奖励处理,以及注意力和自我参照处理,这可以为BN的病理学提供重要的见解。
    BACKGROUND: Disordered eating behaviors are prevalent among youngsters and highly associated with dysfunction in neurocognitive systems. We aimed to identify the potential changes in individuals with bulimia symptoms (sub-BN) to generate insights to understand developmental pathophysiology of bulimia nervosa.
    METHODS: We investigated group differences in terms of degree centrality (DC) and gray matter volume (GMV) among 145 undergraduates with bulimia symptoms and 140 matched control undergraduates, with the secondary analysis of the whole brain connectivity in these regions of interest showing differences in static functional connectivity (FC).
    RESULTS: The sub-BN group exhibited abnormalities of the right dorsolateral prefrontal cortex and right orbitofrontal cortex in both GMV and DC, and displayed decreased FC between these regions and the precuneus. We also observed that sub-BN presented with reduced FC between the calcarine and superior temporal gyrus, middle temporal gyrus and inferior parietal gyrus. Additionally, brain-behavioral associations suggest a distinct relationship between these FCs and psychopathological symptoms in sub-BN group.
    CONCLUSIONS: Our study demonstrated that individuals with bulimia symptoms present with aberrant neural patterns that mainly involved in cognitive control and reward processing, as well as attentional and self-referential processing, which could provide important insights into the pathology of BN.
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  • 文章类型: Journal Article
    背景:工作记忆(WM)和注意力是必不可少的认知过程,它们的相互作用对于有效的信息处理至关重要。精神分裂症通常表现出WM和注意力不足,导致功能障碍。本研究旨在探讨精神分裂症中WM损伤与注意力缺陷之间关系的神经机制。
    方法:我们评估了在N-backWM任务中,具有不同注意力缺陷的184例精神分裂症患者(轻度=133;重度=51)和146例对照的功能MRI扫描。我们通过采用体素程度中心性(DC)来探索它们的全脑功能连接体轮廓。进行线性分析以探讨注意力缺陷严重程度之间的关联,改变的DC,和WM在患者中的表现。
    结果:我们观察到所有患者在补充前区域(SMA前)显示DC降低,和小脑后部与对照组相比,轻度注意力缺陷的精神分裂症患者表现出减少的脊髓上回DC,脑岛,与其他2组比较。检测到的大脑区域的DC值显示U形或倒U形曲线,而不是线性模式,以应对日益增加的注意力缺陷。线性分析表明,SMA前的DC改变可以调节注意力缺陷与WM表现之间的关系。
    结论:对注意力缺陷增加的U型或倒U型模式可能反映了轻度注意力缺陷精神分裂症的补偿机制。线性分析也支持了这一观点,即轻度注意力缺陷的精神分裂症患者可以通过增加SMA前的DC值来改善其WM表现。
    BACKGROUND: Working memory (WM) and attention are essential cognitive processes, and their interplay is critical for efficient information processing. Schizophrenia often exhibits deficits in both WM and attention, contributing to function impairments. This study aims to investigate the neural mechanisms underlying the relationship between WM impairments and attention deficits in schizophrenia.
    METHODS: We assessed the functional-MRI scans of the 184 schizophrenias with different attention deficits (mild=133; severe=51) and 146 controls during an N-back WM task. We explored their whole-brain functional connectome profile by adopting the voxel-wise degree centrality (DC). Linear analysis was conducted to explore the associations among attention deficit severity, altered DC, and WM performance in patients.
    RESULTS: We observed that all patients showed decreased DC in the pre-supplementary area (pre-SMA), and posterior cerebellum compared to the controls, and schizophrenia patients with mild attention deficits showed decreased DC in the supramarginal gyrus, insula, and precuneus compared with the other 2 groups. DC values of the detected brain regions displayed U-shaped or inverted U-shaped curves, rather than a linear pattern, in response to increasing attention deficits. The linear analysis indicated that altered DC of the pre-SMA can modulate the relationship between attention deficits and WM performance.
    CONCLUSIONS: The U-shaped or inverted U-shaped pattern in response to increasing attention deficits may reflect a compensation mechanism in schizophrenia with mild attention deficits. This notion is also supported by the linear analysis that schizophrenia patients with mild attention deficits can improve their WM performance by increasing the DC value of the pre-SMA.
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  • 文章类型: Journal Article
    背景:电针(EA)已被证明可促进缺血性中风后与大脑可塑性相关的功能恢复。功能磁共振成像技术可用于确定大脑激活的范围和模式。中风后,EA已经被证明可以改变大脑的连通性,而EA对脑网络拓扑特性的影响尚不清楚。本研究评估了EA对缺血再灌注大鼠整体和结节拓扑特性的影响。
    结果:成年雄性Sprague-Dawley大鼠分为三组:假手术组(sham组),大脑中动脉闭塞/再灌注(MCAO/R)组,和MCAO/R加EA(MCAO/R+EA)组。全局和节点拓扑性质的差异,包括最短路径长度,全球效率,本地效率,小世界指数,中间性中心性(BC),和度中心性(DC)进行了估计。图形网络分析显示,与假手术组相比,MCAO/R组显示右侧腹侧海马的BC值降低,右侧黑质的BC增加,伴有左伏核壳(AcbSh)DC增加。EA干预后,右侧海马腹侧BC升高,右侧黑质下降。与MCAO/R相比,MCAO/R+EA导致左侧AcbSh的DC降低。
    结论:本研究结果为电针促进缺血性卒中后认知和运动功能恢复提供了潜在依据。
    BACKGROUND: Electroacupuncture (EA) has been shown to facilitate brain plasticity-related functional recovery following ischemic stroke. The functional magnetic resonance imaging technique can be used to determine the range and mode of brain activation. After stroke, EA has been shown to alter brain connectivity, whereas EA\'s effect on brain network topology properties remains unclear. An evaluation of EA\'s effects on global and nodal topological properties in rats with ischemia reperfusion was conducted in this study.
    RESULTS: There were three groups of adult male Sprague-Dawley rats: sham-operated group (sham group), middle cerebral artery occlusion/reperfusion (MCAO/R) group, and MCAO/R plus EA (MCAO/R + EA) group. The differences in global and nodal topological properties, including shortest path length, global efficiency, local efficiency, small-worldness index, betweenness centrality (BC), and degree centrality (DC) were estimated. Graphical network analyses revealed that, as compared with the sham group, the MCAO/R group demonstrated a decrease in BC value in the right ventral hippocampus and increased BC in the right substantia nigra, accompanied by increased DC in the left nucleus accumbens shell (AcbSh). The BC was increased in the right hippocampus ventral and decreased in the right substantia nigra after EA intervention, and MCAO/R + EA resulted in a decreased DC in left AcbSh compared to MCAO/R.
    CONCLUSIONS: The results of this study provide a potential basis for EA to promote cognitive and motor function recovery after ischemic stroke.
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  • 文章类型: Journal Article
    目的:探讨缺血性卒中患者的程度中心性(DC)异常,并确定这些异常是否对了解缺血性卒中患者的病理机制具有潜在价值。
    方法:16例缺血性卒中患者和22例健康对照(HCs)接受静息态功能磁共振成像(rs-fMRI)扫描,并对所得数据进行DC分析。然后我们对DC值和神经心理学测试成绩进行了相关性分析,包括蒙特利尔认知评估(MoCA)和迷你精神状态检查(MMSE)。最后,提取大脑区域的异常DC值并将其定义为支持向量机(SVM)分析的特征。
    结果:与HC相比,缺血性卒中患者双侧辅助运动区DC增加,左中央后回的正中扣带和副带回和DC减少,右钙裂缝和周围皮质,舌回,右额上回的眶部和双侧阴部。相关分析显示,右舌回的DC值,钙的裂隙和周围的皮质,右额上回眶部位与MMSE评分呈正相关。DC值的SVM分类实现了0.93的曲线下面积(AUC),89.47%的准确度。
    结论:我们的研究结果表明,缺血性卒中患者在脑网络的整体连接机制和模式方面表现出异常。这些异常变化可能为中风相关运动提供神经影像学证据,视觉,和认知障碍,有助于更深入地理解缺血性卒中的潜在病理生理机制。
    OBJECTIVE: To explore degree centrality (DC) abnormalities in ischemic stroke patients and determine whether these abnormalities have potential value in understanding the pathological mechanisms of ischemic stroke patients.
    METHODS: Sixteen ischemic stroke patients and 22 healthy controls (HCs) underwent resting state functional magnetic resonance imaging (rs-fMRI) scanning, and the resulting data were subjected to DC analysis. Then we conducted a correlation analysis between DC values and neuropsychological test scores, including Montreal Cognitive Assessment (MoCA) and Mini-Mental State Examination (MMSE). Finally, extracted the abnormal DC values of brain regions and defined them as features for support vector machine (SVM) analysis.
    RESULTS: Compared with HCs, ischemic stroke patients showed increased DC in the bilateral supplementary motor area, and median cingulate and paracingulate gyri and decreased DC in the left postcentral gyrus, right calcarine fissure and surrounding cortex, lingual gyrus, and orbital parts of the right superior frontal gyrus and bilateral cuneus. Correlation analyses revealed that DC values in the right lingual gyrus, calcarine fissure and surrounding cortex, and orbital parts of the right superior frontal gyrus were positively correlated with the MMSE scores. The SVM classification of the DC values achieved an area under the curve (AUC) of 0.93, an accuracy of 89.47%.
    CONCLUSIONS: Our research results indicate that ischemic stroke patients exhibit abnormalities in the global connectivity mechanisms and patterns of the brain network. These abnormal changes may provide neuroimaging evidence for stroke-related motor, visual, and cognitive impairments, contribute to a deeper comprehension of the underlying pathophysiological mechanisms implicated in ischemic stroke.
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