VBM

VBM
  • 文章类型: Journal Article
    神经科学界已经开发了大量复杂的大脑图像分析工具,大大推进了人脑制图领域。在这里,我们介绍计算解剖学工具箱(CAT)-一套功能强大的工具,用于大脑形态测量分析,具有直观的图形用户界面,但也可用作shell脚本。CAT适合初学者,临时用户,专家,和开发人员一样,提供一套全面的分析选项,工作流,和综合管道。在示例数据集上说明的可用分析流允许基于体素的,基于表面的,和基于区域的形态测量分析。值得注意的是,CAT包含多个质量控制选项,涵盖整个分析工作流程,包括横截面和纵向数据的预处理,统计分析,以及结果的可视化。本文的首要目的是提供对CAT的完整描述和评估,同时为神经科学界提供可参考的标准。
    A large range of sophisticated brain image analysis tools have been developed by the neuroscience community, greatly advancing the field of human brain mapping. Here we introduce the Computational Anatomy Toolbox (CAT)-a powerful suite of tools for brain morphometric analyses with an intuitive graphical user interface but also usable as a shell script. CAT is suitable for beginners, casual users, experts, and developers alike, providing a comprehensive set of analysis options, workflows, and integrated pipelines. The available analysis streams-illustrated on an example dataset-allow for voxel-based, surface-based, and region-based morphometric analyses. Notably, CAT incorporates multiple quality control options and covers the entire analysis workflow, including the preprocessing of cross-sectional and longitudinal data, statistical analysis, and the visualization of results. The overarching aim of this article is to provide a complete description and evaluation of CAT while offering a citable standard for the neuroscience community.
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  • 文章类型: Clinical Study
    背景:路易体痴呆(DLB)是认知行为障碍的原因,也是步态障碍的原因。后者被认为与帕金森病有关,但是这些疾病的神经基础并不清楚,尤其是在早期阶段。这项研究的目的是通过容积磁共振成像来研究DLB患者步态障碍的神经元基础。与健康老年人对照和阿尔茨海默病患者相比。
    方法:具有运动评估的临床检查,包括10米步行速度,单腿平衡和定时向上和去测试,对84例DLB患者进行了全面的神经心理学评估和3D脑磁共振成像,39名阿尔茨海默病患者和22名健康老年人对照。我们使用统计参数映射12进行单样本t检验,以研究每个步态评分与灰质体积之间的相关性(P≤0.05,校正为家庭误差)。
    结果:我们发现DLB患者的步行速度与尾状核灰质减少之间存在相关性(P<0.05,经家庭误差校正),前扣带皮质,中扣带皮质,海马,辅助电机区域,右小脑皮质和左顶叶盖层。我们发现与TimedUp和Go测试和单腿平衡没有相关性。
    结论:步态障碍是由某些经典区域如小脑和辅助运动区支撑的。我们的结果表明,DLB受试者的自愿步态可能存在动机和情感成分,以扣带皮质为支撑,空间方向组件,以海马为基础,提示大脑处理速度和帕金森病的参与,由尾状核支撑。
    背景:研究方案已在ClinicalTrials.gov上注册。(NCT01876459),2013年6月12日。
    BACKGROUND: Dementia with Lewy Bodies (DLB) is responsible for cognitive-behavioural disorders but also for gait disorders. The latter are thought to be related to parkinsonism, but the neural bases of these disorders are not well known, especially in the early stages. The aim of this study was to investigate by volumetric Magnetic Resonance Imaging the neuronal basis of gait disorders in DLB patients, compared to Healthy Elderly Controls and Alzheimer\'s Disease patients.
    METHODS: Clinical examination with motor assessment including 10-meter walking speed, one-leg balance and Timed Up and Go test, a comprehensive neuropsychological evaluation and 3D brain Magnetic Resonance Imaging were performed on 84 DLB patients, 39 Alzheimer\'s Disease patients and 22 Healthy Elderly Controls. We used Statistical Parametric Mapping 12 to perform a one-sample t-test to investigate the correlation between each gait score and gray matter volume (P ≤ 0.05 corrected for family-wise error).
    RESULTS: We found a correlation for DLB patients between walking speed and gray matter decrease (P < 0.05, corrected for family-wise error) in caudate nuclei, anterior cingulate cortex, mid-cingulate cortex, hippocampi, supplementary motor area, right cerebellar cortex and left parietal operculum. We found no correlation with Timed Up and Go test and one-leg balance.
    CONCLUSIONS: Gait disorders are underpinned by certain classical regions such as the cerebellum and the supplementary motor area. Our results suggest there may be a motivational and emotional component of voluntary gait in DLB subjects, underpinned by the cingulate cortex, a spatial orientation component, underpinned by hippocampi and suggest the involvement of brain processing speed and parkinsonism, underpinned by the caudate nuclei.
    BACKGROUND: The study protocol has been registered on ClinicalTrials.gov. (NCT01876459) on June 12, 2013.
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  • 文章类型: Journal Article
    本研究旨在研究胶质瘤患者大脑感觉运动区域的结构重组,区分那些受损和未受损的力量。使用基于体素的形态测量(VBM)和感兴趣区域(ROI)分析,比较了主运动回的灰质体积(GMV),初级感觉回,电机前区域,双侧辅助电机区,和内侧Brodmann区域8(BA8)。结果显示,在右半球胶质瘤患者中,受损组的右侧内侧BA8体积明显大于未受损组,两组均超过16个健康对照(HCs)的体积。在左半球胶质瘤患者中,与未受损组相比,受损组的右辅助运动区(SMA)更为明显,两组均大于HCs。此外,两个受损组的右侧内侧BA8体积均大于HC.运动前区域的手和躯干相关皮质的灰质对侧扩张,中央前回,与HCs相比,观察到中央后回。此外,在手医学研究理事会(MRC)评分与对侧SMA和双侧内侧BA8体积之间呈负相关.值得注意的是,我们的研究结果揭示了两种分析方法在确定感觉运动皮层内显著的结构重组方面的一致结果.这些一致的发现强调了神经胶质瘤存在的适应性神经可塑性反应,强调进一步神经外科计划和康复策略的潜在兴趣领域。
    This study aims to investigate the structural reorganization in the sensorimotor area of the brain in patients with gliomas, distinguishing between those with impaired and unimpaired strength. Using voxel-based morphometry (VBM) and region of interest (ROI) analysis, gray matter volumes (GMV) were compared in the contralesional primary motor gyrus, primary sensory gyrus, premotor area, bilateral supplementary motor area, and medial Brodmann area 8 (BA8). The results revealed that in patients with right hemisphere gliomas, the right medial BA8 volume was significantly larger in the impaired group than in the unimpaired group, with both groups exceeding the volume in 16 healthy controls (HCs). In patients with left hemisphere gliomas, the right supplementary motor area (SMA) was more pronounced in the impaired group compared to the unimpaired group, and both groups were greater than HCs. Additionally, the volumes of the right medial BA8 in both the impaired group were greater than HCs. Contralateral expansions in the gray matter of hand- and trunk-related cortices of the premotor area, precentral gyrus, and postcentral gyrus were observed compared to HCs. Furthermore, a negative correlation was found between hand Medical Research Council (MRC) score and volumes of the contralateral SMA and bilateral medial BA8. Notably, our findings reveal consistent results across both analytical approaches in identifying significant structural reorganizations within the sensorimotor cortex. These consistent findings underscore the adaptive neuroplastic responses to glioma presence, highlighting potential areas of interest for further neurosurgical planning and rehabilitation strategies.
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  • 文章类型: Journal Article
    路易体痴呆(DLB)和阿尔茨海默病(AD)通常与前驱阶段的抑郁症状有关。本研究的目的是研究前驱至轻度DLB患者与AD患者相比抑郁症的神经解剖学相关性。83名DLB患者,37例AD患者,18名健康志愿者参加了这项研究。抑郁症通过迷你国际神经精神病学访谈(MINI)进行评估,法语版本5.0.0。获取所有参与者的T1加权三维解剖图像。使用基于全脑体素的形态计量学(VBM)方法对灰质体积(GMV)进行回归和比较分析。DLB患者的平均MINI评分明显高于AD患者(p=0.004),30.1%的DLB患者有临床抑郁症,56.6%有抑郁症史,而0%的AD患者有临床抑郁症,29.7%有抑郁症史。VBM回归分析显示,DLB患者的MINI评分与右前额叶GMV呈负相关(p<0.001,未校正)。服用和未服用抗抑郁药的DLB患者之间的比较分析主要突出了治疗的DLB患者双侧中/颞下回的GMV降低(p<0.001,未纠正)。根据文献,我们的行为分析显示,DLB患者的抑郁评分高于AD患者.我们还表明,DLB中的抑郁症状与右前额叶区域的GMV降低有关。长期患有抑郁症的DLB患者更有可能在双侧中/下颞叶皮层中发生GMV丢失。在管理DLB患者时,应考虑这些发现。
    Dementia with Lewy bodies (DLB) and Alzheimer\'s disease (AD) are often associated with depressive symptoms from the prodromal stage. The aim of the present study was to investigate the neuroanatomical correlates of depression in prodromal to mild DLB patients compared with AD patients. Eighty-three DLB patients, 37 AD patients, and 18 healthy volunteers were enrolled in this study. Depression was evaluated with the Mini International Neuropsychiatric Interview (MINI), French version 5.0.0. T1-weighted three-dimensional anatomical images were acquired for all participants. Regression and comparison analyses were conducted using a whole-brain voxel-based morphometry (VBM) approach on the grey matter volume (GMV). DLB patients presented a significantly higher mean MINI score than AD patients (p = 0.004), 30.1% of DLB patients had clinical depression, and 56.6% had a history of depression, while 0% of AD patients had clinical depression and 29.7% had a history of depression. VBM regression analyses revealed negative correlations between the MINI score and the GMV of right prefrontal regions in DLB patients (p < 0.001, uncorrected). Comparison analyses between DLB patients taking and those not taking an antidepressant mainly highlighted a decreased GMV in the bilateral middle/inferior temporal gyrus (p < 0.001, uncorrected) in treated DLB patients. In line with the literature, our behavioral analyses revealed higher depression scores in DLB patients than in AD patients. We also showed that depressive symptoms in DLB are associated with decreased GMV in right prefrontal regions. Treated DLB patients with long-standing depression would be more likely to experience GMV loss in the bilateral middle/inferior temporal cortex. These findings should be taken into account when managing DLB patients.
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  • 文章类型: Journal Article
    过度使用互联网,这是自我控制失败的典型情况,可能会导致焦虑等潜在后果,抑郁症,学习成绩下降。然而,潜在的神经心理学机制仍然知之甚少。本研究旨在探讨自我控制和网络成瘾的结构基础。在96名互联网游戏玩家中,我们检查了脑纹状体回路内的灰质体积和白质完整性与网络成瘾严重程度之间的关系,以及自我控制措施。结果显示,dACC灰质体积与网络成瘾严重程度呈显著负相关(p<0.001)。但不是自我控制。随后进行了从dACC到双侧腹侧纹状体(VS)的纤维束造影。dACC-rightVS通路的各向异性分数(FA)和径向扩散率与网络成瘾严重程度呈负相关(p=0.011)和正相关(p=0.020)。分别,FA与自我控制呈正相关(p=0.036)。未观察到dACC-左VS途径的这些关联。进一步的中介分析表明,自我控制对dACC正确VS途径的FA与网络成瘾严重程度之间的关系具有显着的完全中介作用。我们的发现表明,dACC-rightVS通路是网络成瘾和自我控制的关键神经基质。这一途径的缺陷可能导致互联网使用的自我调节受损,加剧了网络成瘾的严重程度。
    Excessive use of the internet, which is a typical scenario of self-control failure, could lead to potential consequences such as anxiety, depression, and diminished academic performance. However, the underlying neuropsychological mechanisms remain poorly understood. This study aims to investigate the structural basis of self-control and internet addiction. In a cohort of 96 internet gamers, we examined the relationships among grey matter volume and white matter integrity within the frontostriatal circuits and internet addiction severity, as well as self-control measures. The results showed a significant and negative correlation between dACC grey matter volume and internet addiction severity (p < 0.001), but not with self-control. Subsequent tractography from the dACC to the bilateral ventral striatum (VS) was conducted. The fractional anisotropy (FA) and radial diffusivity of dACC-right VS pathway was negatively (p = 0.011) and positively (p = 0.020) correlated with internet addiction severity, respectively, and the FA was also positively correlated with self-control (p = 0.036). These associations were not observed for the dACC-left VS pathway. Further mediation analysis demonstrated a significant complete mediation effect of self-control on the relationship between FA of the dACC-right VS pathway and internet addiction severity. Our findings suggest that the dACC-right VS pathway is a critical neural substrate for both internet addiction and self-control. Deficits in this pathway may lead to impaired self-regulation over internet usage, exacerbating the severity of internet addiction.
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  • 文章类型: Journal Article
    语言是人类重要的高级认知功能,经常受到精神和神经系统疾病的影响。通常使用诸如言语流畅性测试之类的客观措施来确定语言功能障碍。计算方法的最新应用拓宽了对语言相关功能的见解。此外,被诊断患有精神或神经系统疾病的个体也经常报告语言相关功能的主观困难。因此,我们调查了语言功能的客观和主观测量之间的关联,一方面,以及语言相关大脑区域的个体间结构变化,另一方面。我们对101名健康成人参与者的语义言语流畅性任务进行了潜在语义分析(LSA)。为了调查这些客观措施是否与主观措施相关,我们使用一项研究特有的问卷检查了对语言相关活动感兴趣的主观自然倾向.最后,进行了基于体素的脑形态测量(VBM),以揭示语言相关脑区客观(LSA)测量值与结构变化之间的关联.我们发现LSA度量余弦相似性与对语言的主观兴趣之间存在正相关。此外,我们发现,较高的余弦相似性对应于较高的右侧小脑灰质体积。结果表明,对语言兴趣较高的人以更有组织的方式访问语义知识,表现为更高的余弦相似性,并且在右小脑中具有更大的灰质体积。与兴趣较低的人相比。总之,我们证明了访问语义知识空间的个体间存在差异,并且与主观语言兴趣以及右小脑的结构差异有关。
    Language is an essential higher cognitive function in humans and is often affected by psychiatric and neurological disorders. Objective measures like the verbal fluency test are often used to determine language dysfunction. Recent applications of computational approaches broaden insights into language-related functions. In addition, individuals diagnosed with a psychiatric or neurological disorder also often report subjective difficulties in language-related functions. Therefore, we investigated the association between objective and subjective measures of language functioning, on the one hand, and inter-individual structural variations in language-related brain areas, on the other hand. We performed a Latent Semantic analysis (LSA) on a semantic verbal fluency task in 101 healthy adult participants. To investigate if these objective measures are associated with a subjective one, we examined assessed subjective natural tendency of interest in language-related activity with a study-specific questionnaire. Lastly, a voxel-based brain morphometry (VBM) was conducted to reveal associations between objective (LSA) measures and structural changes in language-related brain areas. We found a positive correlation between the LSA measure cosine similarity and the subjective interest in language. Furthermore, we found that higher cosine similarity corresponds to higher gray matter volume in the right cerebellum. The results suggest that people with higher interests in language access semantic knowledge in a more organized way exhibited by higher cosine similarity and have larger grey matter volume in the right cerebellum, when compared to people with lower interests. In conclusion, we demonstrate that there is inter-individual diverseness of accessing the semantic knowledge space and that it is associated with subjective language interests as well as structural differences in the right cerebellum.
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  • 文章类型: Journal Article
    虐待儿童会对大脑发育产生不利影响,导致大脑结构和功能的脆弱性以及各种精神疾病。在各种类型的儿童虐待中,忽视发生率最高(76.0%);然而,关于其对大脑唯一不利影响的数据仍然有限。这项病例对照脑磁共振成像(MRI)研究确定了灰质结构和功能的变化,这些变化可以区分没有其他类型虐待的被忽视儿童(被忽视组,n=23)来自通常发育中的儿童(TD组,n=140),并调查了在被忽视儿童中观察到的这些结构和功能差异与特定心理社会表型之间的关联。我们的结果表明,忽视组的左右前扣带皮质较大(R/L。ACC)和较小的左角回(L.AG)灰质体积。较大的R/LACC与多动和注意力不集中有关。静息状态功能分析显示,左脑上回之间的功能连通性(FC)增加(L.SMG)在显著性网络(SN)和右额中回(R.MFG)与相同种子的L.ACC同时降低FC。R.MFG的FC增加与同伴问题和抑郁症状的困难有关;抑郁症状的中介作用很明显。这些结果表明R/L的结构非典型性。ACC间接有助于SN内的扰动FC,从而加剧被忽视儿童的抑郁症状。总之,儿童时期的忽视可能会导致大脑发育不良,特别是与抑郁症状相关的神经变化。
    Child maltreatment can adversely affect brain development, leading to vulnerabilities in brain structure and function and various psychiatric disorders. Among the various types of child maltreatment, neglect has the highest incidence rate (76.0%); however, data on its sole adverse influence on the brain remain limited. This case-control brain magnetic resonance imaging (MRI) study identified the changes in gray matter structure and function that distinguish neglected children with no other type of maltreatment (Neglect group, n = 23) from typically developing children (TD group, n = 140), and investigated the association between these structural and functional differences and specific psychosocial phenotypes observed in neglected children. Our results showed that the Neglect group had a larger right and left anterior cingulate cortex (R/L.ACC) and smaller left angular gyrus (L.AG) gray matter volume. The larger R/L.ACC was associated with hyperactivity and inattention. Resting-state functional analysis showed increased functional connectivity (FC) between the left supramarginal gyrus (L.SMG) in the salience network (SN) and the right middle frontal gyrus (R.MFG) simultaneously with a decrease in FC with the L.ACC for the same seed. The increased FC for the R.MFG was associated with difficulty in peer problems and depressive symptoms; a mediating effect was evident for depressive symptoms. These results suggest that the structural atypicality of the R/L.ACC indirectly contributes to the disturbed FCs within the SN, thereby exacerbating depressive symptoms in neglected children. In conclusion, exposure to neglect in childhood may lead to maladaptive brain development, particularly neural changes associated with depressive symptoms.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    先前的研究报道了重度抑郁症(MDD)患者自杀未遂时大脑结构的改变。然而,自杀性MDD患者的年龄相关变化尚不清楚.
    我们遵循系统评价和荟萃分析(PRISMA)指南的首选报告项目进行了系统评价。Embase,PubMed,和WebofScience进行了搜索,以确定从开始到2023年1月的相关研究。包括所有基于体素和基于表面的形态计量学研究,将自杀性MDD患者与MDD或健康对照进行比较。然后按年龄范围对研究进行分组(老年,中年,青少年),并总结了与年龄相关的大脑结构改变。采用纽卡斯尔-渥太华量表(NOS)对纳入的研究进行评价。
    共有17项研究符合纳入标准,包括3名晚期抑郁症(LLD)患者,11的中年抑郁症(MAD)患者,和3名青少年抑郁症(AOD)患者。大多数研究有中等到高的NOS分数,表明质量好。所有三个年龄组的患者都表现出外侧的广泛改变,中间,和额叶的轨道区域。此外,与自杀LLD患者相比,自杀MAD患者的背外侧前额叶皮质灰质体积明显减少。自杀性MAD和自杀性LLD患者的皮质厚度和左角回体积减少,但在自杀AOD患者中增加。
    本系统综述总结了三个年龄组的自杀性MDD患者的大脑结构变化:老年人,中年,和青少年。这些发现有助于阐明MDD在整个生命周期中与自杀相关的常见电路,并强调与不同年龄相关的独特电路。这些发现可能有助于预测不同年龄MDD患者的自杀风险。
    UNASSIGNED: Previous studies have reported alterations in brain structure in major depressive disorder (MDD) patients with suicide attempts. However, age-related changes in suicidal MDD patients remain unclear.
    UNASSIGNED: We performed a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Embase, PubMed, and Web of Science were searched to identify relevant studies from inception to January 2023. All voxel-based and surface-based morphometry studies comparing suicidal MDD patients to MDD or healthy controls were included. Studies were then grouped by age range (old, middle-age, adolescent) and the commonalities and age-related structural brain alterations were summarized. The included studies were evaluated using the Newcastle-Ottawa Scale (NOS).
    UNASSIGNED: A total of 17 studies met the inclusion criteria, including 3 of late-life depression (LLD) patients, 11 of middle-aged depression (MAD) patients, and 3 of adolescent depression (AOD) patients. The majority of studies had moderate to high NOS scores, indicating good quality. Patients in all three age groups exhibited extensive alterations in the lateral, medial, and orbital regions of the frontal lobes. Furthermore, suicidal MAD patients showed a specific decrease in the gray matter volume of the dorsolateral prefrontal cortex compared to suicidal LLD patients. Cortical thickness and left angular gyrus volume were decreased in suicidal MAD and suicidal LLD patients, but increased in suicidal AOD patients.
    UNASSIGNED: This systematic review summarizes structural brain changes in suicidal MDD patients at three age groups: elderly, middle-aged, and adolescent. These findings help elucidate the common circuitry of MDD related to suicide over the lifespan and highlight unique circuitry associated with different ages. These findings may help predict the risk of suicide in MDD patients at different ages.
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  • 文章类型: Journal Article
    认知障碍在类风湿性关节炎(RA)患者中很常见,但机制尚不清楚。我们调查了RA认知障碍患者核心脑区的有效连接和结构改变。
    纳入24例女性RA患者和24例健康对照。我们在爱荷华州赌博任务(IGT)期间使用功能性MRI分析了异常的大脑活动模式,并使用动态因果模型(DCM)分析了核心区域的有效连通性。使用基于体素的形态计量学(VBM)检测白质体积(WMV)和灰质体积(GMV)的结构改变。
    RA患者显示皮质-丘脑-皮质网络的激活模式改变,从左腹内侧前额脑回到前扣带回皮质(ACC)的耦合强度增加,ACC到右丘脑,从丘脑到左海马的连通性降低。VBM结构分析显示双侧眶额回GMV增加,双侧海马和右侧壳核,并降低RA患者双侧丘脑的GMV和WMV。右丘脑GMV和WMV与右丘脑-海马结缔组织强度呈正相关。此外,大胆的信号,右丘脑GMV、WMV与RA患者认知功能(IGT评分)呈正相关。
    结果表明皮质-丘脑-皮质网络存在结构和功能缺陷,其特征是RA患者的ACC-丘脑强度增加和丘脑-海马耦合减少。认知功能障碍可能是针对皮质-丘脑-皮质耦合不平衡的代偿措施的结果。
    UNASSIGNED: Cognitive deficits are common in rheumatoid arthritis (RA) patients, but the mechanisms remain unclear. We investigated the effective connectivity and structural alterations of the core brain regions in RA patients with cognitive impairment.
    UNASSIGNED: Twenty-four female patients with RA and twenty-four healthy controls were enrolled. We analyzed abnormal brain activity patterns using functional MRI during the Iowa gambling task (IGT) and core regions effective connectivity using dynamic causal model (DCM). Structural alterations of white matter volume (WMV) and gray matter volume (GMV) were detected using voxel-based morphometry (VBM).
    UNASSIGNED: RA patients showed altered activation patterns of the cortico-thalamo-cortical network, increased coupling strength from the left ventromedial prefrontal gyrus to the anterior cingulate cortex (ACC), the ACC to the right thalamus, and decreased connectivity from the thalamus to left hippocampus. VBM structural analysis showed increased GMV in the bilateral orbital frontal gyrus, bilateral hippocampus and right putamen, and reduced GMV and WMV in the bilateral thalamus in RA patients. Right thalamic GMV and WMV were positively correlated with the right thalamus-to-hippocampus connective strength. Additionally, the bold signal, GMV and WMV of the right thalamus were positively correlated with cognitive performance (IGT score) in RA patients.
    UNASSIGNED: Results suggest a structural and functional deficiency in the cortico-thalamo-cortical network, which is characterized by increased ACC-to-thalamus strength and reduced thalamus-to-hippocampus coupling in RA patients. The cognitive dysfunction may be the result of compensatory measures against imbalanced cortico-thalamic-cortical coupling.
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