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Individual contralesional recruitment in the context of structural reserve in early motor reorganization after stroke
IF 4.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-17 DOI: 10.1016/j.neuroimage.2024.120828

The concept of structural reserve in stroke reorganization assumes that the relevance of the contralesional hemisphere strongly depends on the brain tissue spared by the lesion in the affected hemisphere. Recent studies, however, have indicated that the contralesional hemisphere's impact exhibits region-specific variability with concurrently existing maladaptive and supportive influences. This challenges traditional views, necessitating a nuanced investigation of contralesional motor areas and their interaction with ipsilesional networks.

Our study focused on the functional role of contralesional key motor areas and lesion-induced connectome disruption early after stroke.

Online TMS data of twenty-five stroke patients was analyzed to disentangle interindividual differences in the functional roles of contralesional primary motor cortex (M1), dorsal premotor cortex (dPMC), and anterior interparietal sulcus (aIPS) for motor function. Connectome-based lesion symptom mapping and corticospinal tract lesion quantification were used to investigate how TMS effects depend on ipsilesional structural network properties.

At group and individual levels, TMS interference with contralesional M1 and aIPS but not dPMC led to improved performance early after stroke. At the connectome level, a more disturbing role of contralesional M1 was related to a more severe disruption of the structural integrity of ipsilesional M1 in the affected motor network. In contrast, a detrimental influence of contralesional aIPS was linked to less disruption of the ipsilesional M1 connectivity.

Our findings indicate that contralesional areas distinctively interfere with motor performance early after stroke depending on ipsilesional structural integrity, extending the concept of structural reserve to regional specificity in recovery of function.

卒中重组中的结构储备概念假定,对侧半球的相关性很大程度上取决于受累半球因病变而幸免于难的脑组织。然而,最近的研究表明,对侧半球的影响具有区域特异性,同时存在适应不良和支持性影响。我们的研究重点是对侧关键运动区的功能作用以及中风后早期病变引起的连接组破坏。我们分析了25名中风患者的在线TMS数据,以区分对侧初级运动皮层(M1)、背侧运动前皮层(dPMC)和顶叶前沟(aIPS)对运动功能的功能作用的个体差异。研究人员利用基于连接组的病变症状图谱和皮质脊髓束病变量化方法,研究了TMS效应如何依赖于同侧结构网络特性。在群体和个体水平上,TMS干扰对侧M1和aIPS而非dPMC可改善中风后早期的表现。在连接组水平上,对侧 M1 的干扰作用与受影响运动网络中同侧 M1 结构完整性的严重破坏有关。我们的研究结果表明,对侧区域对中风后早期运动表现的干扰取决于同侧结构的完整性,这将结构储备的概念扩展到了功能恢复的区域特异性。
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引用次数: 0
Semi-analytic three-shell forward calculation for magnetoencephalography
IF 4.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-16 DOI: 10.1016/j.neuroimage.2024.120836

In previous studies, the magnetic lead field theorem in the quasi-static approximation was derived and used for the development of a method for the forward problem of MEG. It was applied and tested on a single-shell model of the human head and the question whether one shell is adequate enough for the calculation of the magnetic field is the main reason for this study. This forward method is based on the fundamental concept that one can calculate the lead field for MEG by decomposing it into two parts: the lead field of an arbitrary volume conductor that is already known and the gradient of basis functions that have to be harmonic, here derived from spherical harmonics. The problem then is reduced to evaluating the coefficients found in the basis functions. In this research we aim to improve the accuracy of the forward model, hence improving the localization accuracy in inverse methods by introducing a more detailed realistic head model. We here generalize the algorithm developed for a single-shell volume conductor to a three-shell volume conductor representing the brain, the skull and the skin with homogenous and isotropic conductivities in realistic ratios. The expansion to three shells could be tested as the three-shell algorithm is approaching the single-shell with high accuracy in special cases where three-shell solutions can also be calculated using a single-shell solution, especially for higher levels of expansion. The deviation in the calculation of the lead field is also evaluated when using three shells with realistic conductivities. The magnetic field turned out to differ to an important measurable extend in particular for deeper sources, making the three-shell algorithm substantially more accurate for these dipole locations.

在以前的研究中,推导出准静态近似的磁导场定理,并将其用于 MEG 正向问题方法的开发。该方法在单壳人体头部模型上进行了应用和测试,而单壳是否足以计算磁场是本研究的主要原因。这种前瞻性方法基于一个基本概念,即可以通过将 MEG 的导磁场分解为两部分来计算:已知的任意体积导体的导磁场和必须是谐波的基函数梯度,这里的基函数是由球面谐波导出的。然后,问题就简化为评估基函数中的系数。在这项研究中,我们的目标是提高前向模型的精度,从而通过引入更详细的现实头部模型,提高逆向方法的定位精度。在此,我们将针对单壳体积导体开发的算法推广到代表大脑、头骨和皮肤的三壳体积导体,三壳体积导体具有同质和各向同性的传导率,且比例逼真。由于三壳算法在特殊情况下接近单壳算法时具有很高的精确度,因此可以对扩展到三壳进行测试,三壳解法也可以使用单壳解法进行计算,特别是对于较高的扩展水平。在使用具有实际电导率的三壳时,还对铅场计算的偏差进行了评估。结果表明,磁场的偏差达到了可测量的重要程度,特别是对于较深的磁源,使得三壳算法对于这些偶极位置的计算精度大大提高。
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引用次数: 0
Relationships between brain structure-function coupling in normal aging and cognition: A cross-ethnicity population-based study 正常衰老过程中大脑结构-功能耦合与认知之间的关系:基于人群的跨种族研究
IF 4.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-13 DOI: 10.1016/j.neuroimage.2024.120847

Increased efforts in neuroscience seek to understand how macro-anatomical and physiological connectomes cooperatively work to generate cognitive behaviors. However, the structure-function coupling characteristics in normal aging individuals remain unclear. Here, we developed an index, the Coupling in Brain Structural connectome and Functional connectome (C-BSF) index, to quantify regional structure-function coupling in a large community-based cohort. C-BSF used diffusion tensor imaging (DTI) and resting-state functional magnetic resonance imaging (fMRI) data from the Polyvascular Evaluation for Cognitive Impairment and Vascular Events study (PRECISE) cohort (2007 individuals, age: 61.15 ± 6.49 years) and the Sydney Memory and Ageing Study (MAS) cohort (254 individuals, age: 83.45 ± 4.33 years). We observed that structure-function coupling was the strongest in the visual network and the weakest in the ventral attention network. We also observed that the weaker structure-function coupling was associated with increased age and worse cognitive level of the participant. Meanwhile, the structure-function coupling in the visual network was associated with the visuospatial performance and partially mediated the connections between age and the visuospatial function. This work contributes to our understanding of the underlying brain mechanisms by which aging affects cognition and also help establish early diagnosis and treatment approaches for neurological diseases in the elderly.

神经科学领域越来越多的研究试图了解宏观解剖学和生理学连接体如何协同工作以产生认知行为。然而,正常衰老个体的结构-功能耦合特征仍不清楚。在此,我们开发了一种指数,即大脑结构连接组和功能连接组耦合指数(C-BSF),用于量化基于社区的大型队列中的区域结构-功能耦合。C-BSF使用了扩散张量成像(DTI)和静息态功能磁共振成像(fMRI)数据,这些数据来自认知障碍和血管事件多血管评估研究(PRECISE)队列(2007人,年龄:61.15 ± 6.49岁)和悉尼记忆与老龄化研究(MAS)队列(254人,年龄:83.45 ± 4.33岁)。我们观察到,结构-功能耦合在视觉网络中最强,而在腹侧注意网络中最弱。我们还观察到,结构-功能耦合较弱与受试者年龄增加和认知水平降低有关。同时,视觉网络中的结构-功能耦合与视觉空间表现相关,并部分介导了年龄与视觉空间功能之间的联系。这项研究有助于我们了解衰老影响认知的潜在脑机制,也有助于建立老年人神经系统疾病的早期诊断和治疗方法。
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引用次数: 0
Distinct neural pathway and its information flow for blind individual's Braille reading
IF 4.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-13 DOI: 10.1016/j.neuroimage.2024.120852

Natural Braille reading presents significant challenges to the brain networks of late blind individuals, yet its underlying neural mechanisms remain largely unexplored. Using natural Braille texts in behavioral assessments and functional MRI, we sought to pinpoint the neural pathway and information flow crucial for Braille reading performance in late blind individuals. In the resting state, we discovered a unique neural connection between the higher-order ‘visual’ cortex, the lateral occipital cortex (LOC), and the inferior frontal cortex (IFC) in late blind individuals, but not in sighted controls. The left-lateralized LOC-IFC connectivity was correlated with individual Braille reading proficiency. Prolonged Braille reading practice led to increased strength of this connectivity. During a natural Braille reading task, bidirectional information flow between the LOC and the IFC was positively modulated, with a predominantly stronger top-down modulation from the IFC to the LOC. This stronger top-down modulation contributed to higher Braille reading proficiency. We thus proposed a two-predictor multiple regression model to predict individual Braille reading proficiency, incorporating both static connectivity and dynamic top-down communication between the LOC-IFC link. This work highlights the dual contributions of the occipito-frontal neural pathway and top-down cognitive strategy to superior natural Braille reading performance, offering guidance for training late blind individuals.

自然盲文阅读对晚期盲人的大脑网络提出了巨大挑战,但其潜在的神经机制在很大程度上仍未得到探索。我们利用自然盲文文本进行行为评估和功能磁共振成像,试图找出对晚期盲人盲文阅读能力至关重要的神经通路和信息流。在静息状态下,我们发现晚期盲人的高阶 "视觉 "皮层、外侧枕叶皮层(LOC)和下额叶皮层(IFC)之间存在独特的神经联系,而视力正常的对照组则没有。左外侧的LOC-IFC连通性与个体的盲文阅读能力相关。长期的盲文阅读练习会增加这种连接的强度。在自然盲文阅读任务中,LOC和IFC之间的双向信息流受到正向调节,从IFC到LOC的调节主要是自上而下的。这种更强的自上而下调制有助于提高盲文阅读能力。因此,我们提出了一个双预测因子多元回归模型来预测个体的盲文阅读能力,该模型包含了 LOC-IFC 链接之间的静态连接和动态自上而下交流。这项研究强调了枕额神经通路和自上而下认知策略对提高自然盲文阅读能力的双重贡献,为后期盲人的训练提供了指导。
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引用次数: 0
Source imaging method based on diagonal covariance bases and its applications to OPM-MEG
IF 4.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-12 DOI: 10.1016/j.neuroimage.2024.120851

Magnetoencephalography (MEG) is a noninvasive imaging technique used in neuroscience and clinical research. The source estimation of MEG involves solving a highly underdetermined inverse problem, which requires additional constraints to restrict the solution space. Traditional methods tend to obscure the extent of the sources. However, an accurate estimation of the source extent is important for studying brain activity or preoperatively estimating pathogenic regions. To improve the estimation accuracy of the extended source extent, the spatial constraint of sources is employed in the Bayesian framework. For example, the source is decomposed into a linear combination of validated spatial basis functions, which is proved to improve the source imaging accuracy. In this work, we further construct the spatial properties of the source using the diagonal covariance bases (DCB), which we summarize as the source imaging method SI-DCB. In this approach, specifically, the covariance matrix of the spatial coefficients is modeled as a weighted combination of diagonal covariance basis functions. The convex analysis is used to estimate noise and model parameters under the Bayesian framework. Extensive numerical simulations showed that SI-DCB outperformed five benchmark methods in accurately estimating the location and extent of patch sources. The effectiveness of SI-DCB was verified through somatosensory stimulation experiments performed on a 31-channel OPM-MEG system. The SI-DCB correctly identified the source area where each brain response occurred. The superior performance of SI-DCB suggests that it can provide a template approach for improving the accuracy of source extent estimations under a sparse Bayesian framework.

脑磁图(MEG)是一种用于神经科学和临床研究的无创成像技术。脑磁图的信号源估计涉及解决一个高度欠定的逆问题,需要额外的约束条件来限制求解空间。传统方法往往会模糊信号源的范围。然而,准确估计信号源范围对于研究大脑活动或术前估计致病区域非常重要。为了提高扩展源范围的估计精度,贝叶斯框架采用了源的空间约束。例如,将源分解为有效空间基函数的线性组合,这被证明能提高源成像的准确性。在这项工作中,我们利用对角协方差基(DCB)进一步构建声源的空间属性,并将其概括为声源成像方法 SI-DCB。具体来说,在这种方法中,空间系数的协方差矩阵被建模为对角协方差基函数的加权组合。凸分析用于在贝叶斯框架下估计噪声和模型参数。大量的数值模拟表明,SI-DCB 在准确估计斑块源的位置和范围方面优于五种基准方法。在 31 通道 OPM-MEG 系统上进行的躯体感觉刺激实验验证了 SI-DCB 的有效性。SI-DCB 能正确识别每个大脑反应发生的源区。SI-DCB 的卓越性能表明,它可以为提高稀疏贝叶斯框架下源范围估计的准确性提供一种模板方法。
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引用次数: 0
High-quality lipid suppression and B0 shimming for human brain 1H MRSI
IF 4.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-12 DOI: 10.1016/j.neuroimage.2024.120845

Magnetic Resonance Spectroscopic Imaging (MRSI) is a powerful technique that can map the metabolic profile in the brain non-invasively. Extracranial lipid contamination and insufficient B0 homogeneity however hampers robustness, and as a result has hindered widespread use of MRSI in clinical and research settings. Over the last six years we have developed highly effective extracranial lipid suppression methods with a second order gradient insert (ECLIPSE) utilizing inner volume selection (IVS) and outer volume suppression (OVS) methods. While ECLIPSE provides > 100-fold in lipid suppression with modest radio frequency (RF) power requirements and immunity to B1+ field variations, axial coverage is reduced for non-elliptical head shapes. In this work we detail the design, construction, and utility of MC-ECLIPSE, a pulsed second order gradient coil with Z2 and X2Y2 fields, combined with a 54-channel multi-coil (MC) array. The MC-ECLIPSE platform allows arbitrary region of interest (ROI) shaped OVS for full-axial slice coverage, in addition to MC-based B0 field shimming, for robust human brain proton MRSI.

In vivo experiments demonstrate that MC-ECLIPSE allows axial brain coverage of 92–95 % is achieved following arbitrary ROI shaped OVS for various head shapes. The standard deviation (SD) of the residual B0 field following SH2 and MC shimming were 25 ± 9 Hz and 18 ± 8 Hz over a 5 cm slab, and 18 ± 5 Hz and 14 ± 6 Hz over a 1.5 cm slab, respectively. These results demonstrate that B0 magnetic field shimming with the MC array supersedes second order harmonic capabilities available on standard MRI systems for both restricted and large ROIs. Furthermore, MC based B0 shimming provides comparable shimming performance to an unrestricted SH5 shim set for both restricted, and 5-cm slab shim challenges.

Phantom experiments demonstrate the high level of localization performance achievable with MC-ECLIPSE, with ROI edge chemical shift displacements ranging from 1–3 mm with a median value of 2 mm, and transition width metrics ranging from 1–2.5 mm throughout the ROI edge. Furthermore, MC based B0 shimming is comparable to performance following a full set of unrestricted spherical harmonic fields up to order 5. Short echo time MRSI and GABA-edited MRSI acquisitions in the human brain following MC-shimming and arbitrary ROI shaping demonstrate full-axial slice coverage and extracranial lipid artifact free spectra. MC-ECLIPSE allows full-axial coverage and robust MRSI acquisitions, while allowing interrogation of cortical tissue proximal to the skull, which has significant value in a wide range of neurological and psychiatric conditions.

磁共振波谱成像(MRSI)是一项功能强大的技术,可以无创绘制大脑的代谢图谱。然而,颅外脂质污染和 B0 不够均匀阻碍了 MRSI 的稳健性,因此阻碍了 MRSI 在临床和研究环境中的广泛应用。在过去的六年中,我们利用内体积选择(IVS)和外体积抑制(OVS)方法,开发出了高效的颅外脂质抑制方法,该方法具有二阶梯度插入(ECLIPSE)。虽然 ECLIPSE 能以适度的射频(RF)功率要求和对 B1+ 场变化的免疫力实现 100 倍的脂质抑制,但对于非椭圆形头型,其轴向覆盖范围会减小。在这项工作中,我们详细介绍了 MC-ECLIPSE 的设计、构造和实用性,它是一个具有 Z2 和 X2Y2 场的脉冲二阶梯度线圈,与 54 通道多线圈 (MC) 阵列相结合。MC-ECLIPSE 平台可通过任意感兴趣区(ROI)形状的 OVS 实现全轴向切片覆盖,此外还可进行基于 MC 的 B0 场修整,从而实现稳健的人脑质子 MRSI。体内实验证明,MC-ECLIPSE 可在各种头型的任意感兴趣区形状的 OVS 之后实现 92-95% 的轴向脑覆盖率。SH2和MC修整后残余B0磁场的标准偏差(SD)在5厘米平板上分别为25±9赫兹和18±8赫兹,在1.5厘米平板上分别为18±5赫兹和14±6赫兹。这些结果表明,使用 MC 阵列进行的 B0 磁场微调超越了标准磁共振成像系统对受限和大型 ROI 的二阶谐波能力。Phantom 实验证明了 MC-ECLIPSE 可实现的高水平定位性能,ROI 边缘化学位移位移范围为 1-3 毫米,中值为 2 毫米,整个 ROI 边缘的过渡宽度指标范围为 1-2.5 毫米。此外,基于 MC 的 B0 shimming 与全套无限制球形谐波场的性能相当,最高可达 5 阶。在 MC-shimming和任意ROI整形后进行的人脑短回波时间MRSI和GABA编辑MRSI采集显示了全轴向切片覆盖和无颅外脂质伪影光谱。MC-ECLIPSE 允许进行全轴覆盖和稳健的 MRSI 采集,同时允许对颅骨近端皮质组织进行检查,这对各种神经和精神疾病具有重要价值。
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引用次数: 0
The promoting effect of the absence of second-party's punishment power on third-party punishment in maintaining social fairness norms: An EEG hyper-scanning study 第二方惩罚权的缺失对第三方惩罚在维护社会公平规范方面的促进作用:脑电图超扫描研究
IF 4.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-10 DOI: 10.1016/j.neuroimage.2024.120848

Third-party punishment (TPP) plays an irreplaceable role in maintaining social fairness. Punishment power is a significant area of study within economic games. However, the impact of whether or not the second-party possesses punishment power on TPP remains unexplored. The present study utilizes the high temporal resolution of EEG and time-frequency analysis, intra-barin functional connectivity analysis, inter-brain synchronization (IBS) analysis, and granger causality analysis(GCA) to comprehensively explore the neural mechanism of TPP from the perspective of third-party individual's decision-making and IBS in the real-time social interaction. Time-frequency results found that, the absence of the punishment power activated more theta-band and alpha-band power compare to when second-party has punishment power. When second-party has no punishment power, functional connection results observed stronger functional connectivity in theta band for medium unfair offers between rTPJ and PFC. Dual-brain analysis revealed that when the second-party has no punishment power, there is a significantly higher IBS in the alpha band between the frontal and frontal-central lobes of the second-party and the parietal and parietal occipital lobes of the third-party. GCA results further showed that the direction of IBS from third-party to second-party was significantly stronger than from second-party to third-party. This study demonstrates that the absence of the second-party's punishment power promote TPP, and similar cognitive process of thinking on how to maintain social fairness enhances IBS. The current study emphasizes the influence of punishment power on TPP, broadens the research perspective and contributes crucial insights into maintain social fairness.

第三方惩罚(TPP)在维护社会公平方面发挥着不可替代的作用。惩罚力是经济博弈中的一个重要研究领域。然而,第二方是否拥有惩罚力对 TPP 的影响仍未得到探讨。本研究利用脑电图的高时间分辨率和时频分析、脑内功能连接分析、脑间同步(IBS)分析和格兰杰因果关系分析(GCA),从实时社会互动中第三方个体决策和 IBS 的角度全面探讨了 TPP 的神经机制。时频结果发现,与有惩罚权时相比,无惩罚权时激活了更多的θ波段和α波段。当第二方没有惩罚力时,功能连接结果表明,在 rTPJ 和 PFC 之间,中度不公平提议在 theta 波段有更强的功能连接。双脑分析表明,当第二方没有惩罚权时,第二方的额叶和额叶-中央叶与第三方的顶叶和顶叶-枕叶之间的α波段的IBS明显更高。GCA 结果进一步表明,从第三方到第二方的 IBS 方向明显强于从第二方到第三方的方向。本研究表明,第二方惩罚力量的缺失会促进 TPP,而思考如何维护社会公平的类似认知过程会增强 IBS。本研究强调了惩罚权对 TPP 的影响,拓宽了研究视角,为维护社会公平提供了重要启示。
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引用次数: 0
The association between social rewards and anxiety: Links from neurophysiological analysis in virtual reality and social interaction game 社交奖励与焦虑之间的关联:虚拟现实和社交互动游戏中神经生理学分析的关联。
IF 4.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-10 DOI: 10.1016/j.neuroimage.2024.120846

Individuals’ affective experience can be intricate, influenced by various factors including monetary rewards and social factors during social interaction. However, within this array of factors, divergent evidence has been considered as potential contributors to social anxiety. To gain a better understanding of the specific factors associated with anxiety during social interaction, we combined a social interaction task with neurophysiological recordings obtained through an anxiety-elicitation task conducted in a Virtual Reality (VR) environment. Employing inter-subject representational similarity analysis (ISRSA), we explored the potential linkage between individuals’ anxiety neural patterns and their affective experiences during social interaction. Our findings suggest that, after controlling for other factors, the influence of the partner's emotional cues on individuals’ affective experiences is specifically linked to their neural pattern of anxiety. This indicates that the emergence of anxiety during social interaction may be particularly associated with the emotional cues provided by the social partner, rather than individuals’ own reward or prediction errors during social interaction. These results provide further support for the cognitive theory of social anxiety and extend the application of VR in future cognitive and affective studies.

个人的情感体验可能是错综复杂的,受到各种因素的影响,包括社会交往中的金钱回报和社会因素。然而,在这一系列因素中,不同的证据被认为是导致社交焦虑的潜在因素。为了更好地了解社交互动过程中与焦虑相关的具体因素,我们将社交互动任务与在虚拟现实(VR)环境中进行的焦虑诱发任务所获得的神经生理学记录相结合。利用受试者间表征相似性分析(ISRSA),我们探索了个体的焦虑神经模式与他们在社交互动过程中的情感体验之间的潜在联系。我们的研究结果表明,在控制了其他因素之后,伴侣的情感暗示对个体情感体验的影响与个体的焦虑神经模式具体相关。这表明,社交焦虑的出现可能与社交伙伴提供的情感暗示特别相关,而不是个体自身在社交互动中的奖励或预测错误。这些结果进一步支持了社交焦虑的认知理论,并拓展了 VR 在未来认知和情感研究中的应用。
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引用次数: 0
Plastic reorganization of the topological asymmetry of hemispheric white matter networks induced by congenital visual experience deprivation 先天性视觉经验剥夺诱发半球白质网络拓扑不对称的可塑性重组
IF 4.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-10 DOI: 10.1016/j.neuroimage.2024.120844

Congenital blindness offers a unique opportunity to investigate human brain plasticity. The influence of congenital visual loss on the asymmetry of the structural network remains poorly understood. To address this question, we recruited 21 participants with congenital blindness (CB) and 21 age-matched sighted controls (SCs). Employing diffusion and structural magnetic resonance imaging, we constructed hemispheric white matter (WM) networks using deterministic fiber tractography and applied graph theory methodologies to assess topological efficiency (i.e., network global efficiency, network local efficiency, and nodal local efficiency) within these networks. Statistical analyses revealed a consistent leftward asymmetry in global efficiency across both groups. However, a different pattern emerged in network local efficiency, with the CB group exhibiting a symmetric state, while the SC group showed a leftward asymmetry. Specifically, compared to the SC group, the CB group exhibited a decrease in local efficiency in the left hemisphere, which was caused by a reduction in the nodal properties of some key regions mainly distributed in the left occipital lobe. Furthermore, interhemispheric tracts connecting these key regions exhibited significant structural changes primarily in the splenium of the corpus callosum. This result confirms the initial observation that the reorganization in asymmetry of the WM network following congenital visual loss is associated with structural changes in the corpus callosum. These findings provide novel insights into the neuroplasticity and adaptability of the brain, particularly at the network level.

先天性失明为研究人类大脑的可塑性提供了一个独特的机会。先天性视力丧失对结构网络不对称性的影响仍鲜为人知。为了解决这个问题,我们招募了 21 名先天性失明(CB)患者和 21 名年龄匹配的视力正常对照组(SCs)患者。我们采用扩散和结构磁共振成像技术,利用确定性纤维束成像法构建了半球白质(WM)网络,并应用图论方法评估了这些网络中的拓扑效率(即网络整体效率、网络局部效率和节点局部效率)。统计分析表明,两组人的全局效率都存在一致的向左不对称现象。然而,在网络局部效率方面却出现了不同的模式,CB 组表现出对称状态,而 SC 组则表现出左侧不对称。具体来说,与 SC 组相比,CB 组的左半球局部效率有所下降,这主要是由于主要分布在左枕叶的一些关键区域的节点特性降低所致。此外,连接这些关键区域的半球间束道(interhemispheric tracts)也出现了显著的结构变化,主要集中在胼胝体的脾上。这一结果证实了最初的观察结果,即先天性视力丧失后,WM 网络不对称的重组与胼胝体的结构变化有关。这些发现为了解大脑的神经可塑性和适应性,尤其是网络水平的神经可塑性和适应性提供了新的视角。
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引用次数: 0
Ultra-high-resolution mapping of myelin and g-ratio in a panel of Mbp enhancer-edited mouse strains using microstructural MRI. 利用微结构核磁共振成像技术,在一组 Mbp 增强子编辑小鼠品系中绘制髓鞘和 g 比率的超高分辨率图谱。
IF 5.7 2区 医学 Q1 NEUROIMAGING Pub Date : 2024-09-09 DOI: 10.1016/j.neuroimage.2024.120850
Vladimir Grouza,Hooman Bagheri,Hanwen Liu,Marius Tuznik,Zhe Wu,Nicole Robinson,Katherine A Siminovitch,Alan C Peterson,David A Rudko
Non-invasive myelin water fraction (MWF) and g-ratio mapping using microstructural MRI have the potential to offer critical insights into brain microstructure and our overall understanding of neuroplasticity and neuroinflammation. By leveraging a unique panel of variably hypomyelinating mouse strains, we validated a high-resolution, model-free image reconstruction method for whole-brain MWF mapping. Further, by employing a bipolar gradient echo MRI sequence, we achieved high spatial resolution and robust mapping of MWF and g-ratio across the whole mouse brain. Our regional white matter-tract specific analyses demonstrated a graded decrease in MWF in white matter tracts which correlated strongly with myelin basic protein gene (Mbp) mRNA levels. Using these measures, we derived the first sensitive calibrations between MWF and Mbp mRNA in the mouse. Minimal changes in axonal density supported our hypothesis that observed MWF alterations stem from hypomyelination. Overall, our work strongly emphasizes the potential of non-invasive, MRI-derived MWF and g-ratio modeling for both preclinical model validation and ultimately translation to humans.
利用微结构磁共振成像技术绘制的无创髓鞘水分数(MWF)和g比率图有可能为我们深入了解大脑微结构以及我们对神经可塑性和神经炎症的整体认识提供重要依据。通过利用独特的变异性髓鞘发育不全小鼠品系,我们验证了一种用于全脑 MWF 图谱的高分辨率、无模型图像重建方法。此外,通过采用双极梯度回波核磁共振成像序列,我们在整个小鼠大脑中实现了高空间分辨率和稳健的 MWF 和 g 比率映射。我们的区域白质束特异性分析表明,白质束中的 MWF 呈梯度下降,这与髓鞘碱性蛋白基因 (Mbp) mRNA 水平密切相关。利用这些指标,我们首次得出了小鼠 MWF 与 Mbp mRNA 之间的敏感校准值。轴突密度的最小变化支持了我们的假设,即观察到的 MWF 变化源于髓鞘化不足。总之,我们的工作有力地强调了非侵入性、MRI 导出的 MWF 和 g 比率建模在临床前模型验证和最终转化为人体方面的潜力。
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