Sensorimotor Cortex

感觉运动皮质
  • 文章类型: Journal Article
    我们使用34通道功能近红外光谱来研究和比较双侧前额叶皮质脑网络中氧合血红蛋白浓度的变化。感觉运动皮层,在执行右手抓握(运动执行任务)和想象的右手抓握(运动想象任务)期间,22名右手健康成年人的枕叶。然后计算横向指数和功能贡献度,并测量感兴趣区域之间的功能连接强度。在电机执行块任务中,除右枕叶外,感兴趣区域的氧合血红蛋白浓度显着增加(P<0.05),在运动图像任务中,所有左侧感兴趣区域的氧合血红蛋白浓度均显著升高(P<0.05)。除了在运动执行任务中的前额叶皮层,大脑的左侧占主导地位。左感觉运动皮层在这两个任务中发挥了重要作用,其次是右感觉运动皮层.在所有功能贡献度中,左感觉运动皮层,在这些任务中,右感觉运动皮层和左枕叶排名前三。在连续获取任务中,运动想象任务期间的功能连通性强于运动执行任务期间的功能连通性。在右手抓握运动的两项任务中,大脑功能部分一致。然而,运动想象过程中大脑的兴奋性较低,它更依赖于左前额叶皮层的参与,整个大脑的同步活动更强。功能贡献度的变化趋势与氧合血红蛋白浓度和侧位指数基本一致,可作为评价脑功能的新指标。[ChiCTR2200063792(2022-09-16)]。
    We used 34-channel functional near infrared spectroscopy to investigate and compare changes in oxyhemoglobin concentration of brain networks in bilateral prefrontal cortex, sensorimotor cortex, and occipital lobe of 22 right-handed healthy adults during executive right-handed grasp (motor execution task) and imagined right-handed grasp (motor imagery task). Then calculated lateral index and functional contribution degree, and measured functional connectivity strength between the regions of interest. In the motor executive block task, there was a significant increase in oxyhemoglobin concentration in regions of interest except for right occipital lobe (P<0.05), while in the motor imagery task, all left regions of interest\'s oxyhemoglobin concentration increased significantly (P<0.05). Except the prefrontal cortex in motor executive task, the left side of the brain was dominant. Left sensorimotor cortex played a major role in these two tasks, followed by right sensorimotor cortex. Among all functional contribution degree, left sensorimotor cortex, right sensorimotor cortex and left occipital lobe ranked top three during these tasks. In continuous acquisition tasks, functional connectivity on during motor imagery task was stronger than that during motor executive task. Brain functions during two tasks of right-hand grasping movement were partially consistent. However, the excitability of brain during motor imagery was lower, and it was more dependent on the participation of left prefrontal cortex, and its synchronous activity of the whole brain was stronger. The trend of functional contribution degree was basically consistent with oxyhemoglobin concentration and lateral index, and can be used as a novel index to evaluate brain function. [ChiCTR2200063792 (2022-09-16)].
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  • 文章类型: Journal Article
    目的:各种神经影像学技术的探索已成为神经科学研究领域的重点。基于光泵浦磁力计(OPM-MEG)的脑磁图已显示出成为下一代功能神经成像的巨大潜力,具有高信号强度和灵活的传感器布置的优点。在这项研究中,我们构建了一个31通道的OPM-MEG系统,并初步比较了OPM-MEG测量的磁响应与功能磁共振成像(fMRI)在抓取任务期间检测到的血氧水平相关信号之间的时空关系.
    方法:对于OPM-MEG,β波段(15-30Hz)振荡活动可以在多个受试者和多个会话运行中可靠地检测到。为了有效地定位抑制性振荡活动,提出了一种基于源功率谱比的成像方法。这种方法与传统的源成像方法进行了比较,如最小范数类型和波束形成器方法,并应用于OPM-MEG源分析。随后,分析了OPM-MEG和fMRI在源水平的空间和时间响应。
    结果:与基准方法相比,通过仿真证实了所提出方法的有效性。我们的演示显示,四个受试者的OPM-MEG和fMRI定位结果之间的平均空间间隔为10.57±4.41mm。此外,fMRI约束的OPM-MEG定位结果表明成像范围更集中.
    结论:综合来看,OPM-MEG表现出的性能将其定位为功能性手术评估的潜在工具.
    OBJECTIVE: The exploration of various neuroimaging techniques have become focal points within the field of neuroscience research. Magnetoencephalography based on optically pumped magnetometers (OPM-MEG) has shown significant potential to be the next generation of functional neuroimaging with the advantages of high signal intensity and flexible sensor arrangement. In this study, we constructed a 31-channel OPM-MEG system and performed a preliminary comparison of the temporal and spatial relationship between magnetic responses measured by OPM-MEG and blood-oxygen-level-dependent signals detected by functional magnetic resonance imaging (fMRI) during a grasping task.
    METHODS: For OPM-MEG, the β-band (15-30 Hz) oscillatory activities can be reliably detected across multiple subjects and multiple session runs. To effectively localize the inhibitory oscillatory activities, a source power-spectrum ratio-based imaging method was proposed. This approach was compared with conventional source imaging methods, such as minimum norm-type and beamformer methods, and was applied in OPM-MEG source analysis. Subsequently, the spatial and temporal responses at the source-level between OPM-MEG and fMRI were analyzed.
    RESULTS: The effectiveness of the proposed method was confirmed through simulations compared to benchmark methods. Our demonstration revealed an average spatial separation of 10.57 ± 4.41 mm between the localization results of OPM-MEG and fMRI across four subjects. Furthermore, the fMRI-constrained OPM-MEG localization results indicated a more focused imaging extent.
    CONCLUSIONS: Taken together, the performance exhibited by OPM-MEG positions it as a potential instrument for functional surgery assessment.
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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
    OBJECTIVE: To observe the activation state and neuronal types of somatosensory cortex and the primary motor cortex induced by electroacupuncture (EA) stimulation of \"Sibai\" (ST2) and \"Quanliao\" (SI18) acupoints in mice.
    METHODS: Male C57BL/6J mice were randomly divided into blank control and EA groups, with 6 mice in each group. Rats of the EA group received EA stimulation (2 Hz, 0.6 mA) at ST2 and SI18 for 30 minutes. Samples were collected after EA intervention, and immunofluorescence staining was performed to quantify the expression of the c-Fos gene (proportion of c-Fos positive cells) in the somatosensory cortex and primary motor cortex. The co-labelled cells of calcium/calmodulin-dependent protein kinase Ⅱ (CaMKⅡ) and gamma-aminobutyric acid (GABA) in the somatosensory cortex and primary motor cortex were observed and counted by using microscope after immunofluorescence staining. Another 10 mice were used to detect the calcium activity of excitatory neurons in the somatosensory cortex and primary motor cortex by fiber photometry.
    RESULTS: In comparison with the blank control group, the number of c-Fos positive cells, and the proportion of c-Fos and CaMKⅡ co-labelled cells in both the somatosensory cortex and primary motor cortex were significantly increased after EA stimulation (P<0.05). No significant changes were found in the proportion of c-Fos and GABA co-labeled cells in both the somatosensory cortex and primary motor cortex after EA. Results of fiber optic calcium imaging technology showed that the spontaneous calcium activity of excitatory neurons in both somatosensory cortex and primary motor cortex were obviously increased during EA compared with that before EA (P<0.01), and strikingly reduced after cessation of EA compared with that during EA (P<0.05).
    CONCLUSIONS: Under physiological conditions, EA of ST2 and SI18 can effectively activate excitatory neurons in the somatosensory cortex and primary motor cortex.
    目的: 探讨电针“四白”和“颧髎”对小鼠躯体感觉皮层和初级运动皮层神经元的激活状态及其分型的影响。方法: 雄性 C57BL/6J小鼠随机分为空白组和电针组,每组6只。电针组电针“四白”和“颧髎”,干预30 min。采用免疫荧光染色法观察躯体感觉皮层和初级运动皮层即刻早期基因c-Fos的阳性细胞密度,以及c-Fos阳性细胞和钙/钙调蛋白依赖性蛋白激酶Ⅱ(CaMKⅡ)/γ-氨基丁酸(GABA)共表达细胞的百分比,分析电针后躯体感觉皮层和初级运动皮层c-Fos神经元的类型。另取10只小鼠,采用光纤钙成像技术分别观察电针前后躯体感觉皮层和初级运动皮层兴奋性神经元钙活动的变化。结果: 在躯体感觉皮层和初级运动皮层中,电针组的c-Fos阳性细胞密度显著高于空白组(P<0.05)。在躯体感觉皮层和初级运动皮层中,电针组c-Fos和CaMKⅡ共表达细胞百分比显著高于空白组(P<0.01)。光纤记录钙成像结果显示,与电针前相比,电针期间躯体感觉皮层和初级运动皮层兴奋性神经元的自发钙活动显著上升(P<0.01);电针后,其自发钙活动较电针期间显著降低(P<0.05)。结论: 在生理状态下,针刺“四白”和“颧髎”能够有效激活躯体感觉皮层和初级运动皮层的兴奋性神经元。.
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  • 文章类型: Journal Article
    慢性踝关节不稳定(CAI)是一种从急性踝关节扭伤演变而来的肌肉骨骼疾病,其基本机制尚未达成共识。越来越多的证据表明,踝关节损伤后大脑的神经可塑性变化在CAI的发展中起着关键作用。平衡不足是与CAI相关的重要风险因素,然而,关于受累个体的感觉运动皮质可塑性与平衡控制相关的证据却很少。这项研究旨在评估CAI患者和未受伤个体在单腿站立时的皮层活动和平衡能力的差异,以及这些因素之间的相关性,为了阐明CAI患者平衡控制的神经生理学改变。
    该研究招募了24名CAI患者和24名未受伤的参与者。在单腿站立时,使用功能近红外光谱(fNIRS)系统测量皮质活动,其中包括对运动前皮层(PMC)的评估,辅助电机区域(SMA),初级运动皮层(M1),和初级体感皮层(S1)。同时,利用三维力平台测试平衡参数。
    独立样本t检验表明,与未受伤的人相比,CAI患者在单腿站立期间在通道5的左S1内表现出氧合血红蛋白浓度变化(ΔHbO)的显着增加(t=2.101,p=0.041,Cohen\sd=0.607),第6频道的左侧M1(t=2.363,p=0.022,科恩的d=0.682),第15频道的右M1(t=2.273,p=0.029,科恩的d=0.656),右侧PMC/SMA位于第11频道(t=2.467,p=0.018,Cohen\sd=0.712)。此外,CAI患者中外侧(ML)方向的压力均方根(COP-RMS)中心明显更大(t=2.630,p=0.012,Cohen\'sd=0.759)。此外,在M1(r=0.436;p=0.033)和PMC/SMA(r=0.488,p=0.016)的ML方向COP-RMS和ΔHbO2之间存在中度正相关,以及在M1中的前后(AP)方向COP-RMS和ΔHbO之间(r=0.483,p=0.017)。
    CAI患者显示双侧M1,同侧PMC/SMA的皮质激活增加,和对侧S1。这表明CAI患者在单腿站立时可能需要额外的大脑资源来保持平衡,代表在踝关节横向平衡能力减弱的情况下维持任务表现的代偿机制。
    UNASSIGNED: Chronic Ankle Instability (CAI) is a musculoskeletal condition that evolves from acute ankle sprains, and its underlying mechanisms have yet to reach a consensus. Mounting evidence suggests that neuroplastic changes in the brain following ankle injuries play a pivotal role in the development of CAI. Balance deficits are a significant risk factor associated with CAI, yet there is a scarcity of evidence regarding the sensorimotor cortical plasticity related to balance control in affected individuals. This study aims to evaluate the differences in cortical activity and balance abilities between patients with CAI and uninjured individuals during a single-leg stance, as well as the correlation between these factors, in order to elucidate the neurophysiological alterations in balance control among patients with CAI.
    UNASSIGNED: The study enrolled 24 patients with CAI and 24 uninjured participants. During single-leg stance, cortical activity was measured using a functional near-infrared spectroscopy (fNIRS) system, which included assessments of the pre-motor cortex (PMC), supplementary motor area (SMA), primary motor cortex (M1), and primary somatosensory cortex (S1). Concurrently, balance parameters were tested utilizing a three-dimensional force platform.
    UNASSIGNED: Independent sample t-tests revealed that, compared with the uninjured individuals, the patients with CAI exhibited a significant increase in the changes of oxyhemoglobin concentration (ΔHbO) during single-leg stance within the left S1 at Channel 5 (t = 2.101, p = 0.041, Cohen\'s d = 0.607), left M1 at Channel 6 (t = 2.363, p = 0.022, Cohen\'s d = 0.682), right M1 at Channel 15 (t = 2.273, p = 0.029, Cohen\'s d = 0.656), and right PMC/SMA at Channel 11 (t = 2.467, p = 0.018, Cohen\'s d = 0.712). Additionally, the center of pressure root mean square (COP-RMS) in the mediolateral (ML) direction was significantly greater (t = 2.630, p = 0.012, Cohen\'s d = 0.759) in the patients with CAI. Furthermore, a moderate positive correlation was found between ML direction COP-RMS and ΔHbO2 in the M1 (r = 0.436; p = 0.033) and PMC/SMA (r = 0.488, p = 0.016), as well as between anteroposterior (AP) direction COP-RMS and ΔHbO in the M1 (r = 0.483, p = 0.017).
    UNASSIGNED: Patients with CAI demonstrate increased cortical activation in the bilateral M1, ipsilateral PMC/SMA, and contralateral S1. This suggests that patients with CAI may require additional brain resources to maintain balance during single-leg stance, representing a compensatory mechanism to uphold task performance amidst diminished lateral balance ability in the ankle joint.
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  • 文章类型: Journal Article
    针灸,一种传统的中国疗法,它对大脑的影响引起了人们的注意。尽管现有的脑电图和功能磁共振图像研究做出了重大贡献,本文利用立体脑电图数据对神经生理效应进行了全面探索。采用多尺度方法,通道水平分析显示针刺过程中显着的$\\delta$-band活动变化。在大脑区域水平,针刺调节中央旁小叶和中央前回之间的连通性。全脑分析表明针灸对网络组织的影响,增强$E_{glob}$,增加运动和感觉皮层之间的相互作用。脑功能重组是中枢神经系统损伤后功能恢复或补偿的重要依据。使用针刺刺激周围神经干,肌肉运动点,穴位,等。,在临床实践中可能有助于脑功能的重组。这种多尺度的观点为针灸的效果提供了不同的见解。值得注意的是,本文率先介绍了立体脑电图数据,提高我们对针灸机制和临床潜在治疗益处的理解。
    Acupuncture, a traditional Chinese therapy, is gaining attention for its impact on the brain. While existing electroencephalogram and functional magnetic resonance image research has made significant contributions, this paper utilizes stereo-electroencephalography data for a comprehensive exploration of neurophysiological effects. Employing a multi-scale approach, channel-level analysis reveals notable $\\delta $-band activity changes during acupuncture. At the brain region level, acupuncture modulated connectivity between the paracentral lobule and the precentral gyrus. Whole-brain analysis indicates acupuncture\'s influence on network organization, and enhancing $E_{glob}$ and increased interaction between the motor and sensory cortex. Brain functional reorganization is an important basis for functional recovery or compensation after central nervous system injury. The use of acupuncture to stimulate peripheral nerve trunks, muscle motor points, acupoints, etc., in clinical practice may contribute to the reorganization of brain function. This multi-scale perspective provides diverse insights into acupuncture\'s effects. Remarkably, this paper pioneers the introduction of stereo-electroencephalography data, advancing our understanding of acupuncture\'s mechanisms and potential therapeutic benefits in clinical settings.
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  • 文章类型: Journal Article
    Objective.神经肌肉电刺激(NMES)广泛用于中风幸存者的运动功能康复。与常规运动点(MP)刺激相比,在周围神经(PN)束的近端段的刺激已被证明具有多个优点。然而,目前尚不清楚PN刺激是否可以增加皮层激活水平,这对于运动功能康复至关重要。方法。电流刺激在手指屈肌的肌肉腹部以及正中和尺神经的近端部分经皮传递,分别用于MP和PN刺激。确定刺激强度以在18个健康个体和中风患者中引起两种刺激方法之间的相同收缩水平。记录了功能近红外光谱和肌电图,以比较感觉运动区域和目标肌肉的激活模式。主要结果。对于健康的受试者来说,PN刺激导致对侧感觉运动区域的氧合血红蛋白浓度显着增加,与MP刺激相比,增强了大脑区域之间的功能连接。同时,在PN刺激下,复合动作电位的振幅较小,H反射变强,表明更多的感觉轴突在PN刺激中被激活。对于中风患者来说,PN刺激可以引起手指力量并诱导对侧和同侧运动皮层的激活。Conclusions.与MP刺激相比,PN刺激可以在对侧感觉运动区域诱导更多的皮层激活,可能是通过在中枢通路中参与更多的活动。意义。这项研究证明了PN刺激通过增加皮质激活水平促进功能恢复的潜力,这可能有助于改善基于NMES的卒中后运动功能恢复康复的结果。
    Objective.Neuromuscular electrical stimulation (NMES) is widely used for motor function rehabilitation in stroke survivors. Compared with the conventional motor point (MP) stimulation, the stimulation at the proximal segment of the peripheral nerve (PN) bundles has been demonstrated to have multiple advantages. However, it is not known yet whether the PN stimulation can increase the cortical activation level, which is crucial for motor function rehabilitation.Approach.The current stimuli were delivered transcutaneously at the muscle belly of the finger flexors and the proximal segment of the median and ulnar nerves, respectively for the MP and PN stimulation. The stimulation intensity was determined to elicit the same contraction levels between the two stimulation methods in 18 healthy individuals and a stroke patient. The functional near-infrared spectroscopy and the electromyogram were recorded to compare the activation pattern of the sensorimotor regions and the target muscles.Main Results.For the healthy subjects, the PN stimulation induced significantly increased concentration of the oxygenated hemoglobin in the contralateral sensorimotor areas, and enhanced the functional connectivity between brain regions compared with the MP stimulation. Meanwhile, the compound action potentials had a smaller amplitude and the H-reflex became stronger under the PN stimulation, indicating that more sensory axons were activated in the PN stimulation. For the stroke patient, the PN stimulation can elicit finger forces and induce activation of both the contralateral and ipsilateral motor cortex.Conclusions. Compared with the MP stimulation, the PN stimulation can induce more cortical activation in the contralateral sensorimotor areas possibly via involving more activities in the central pathway.Significance.This study demonstrated the potential of the PN stimulation to facilitate functional recovery via increasing the cortical activation level, which may help to improve the outcome of the NMES-based rehabilitation for motor function recovery after stroke.
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  • 文章类型: Journal Article
    帕金森病(PD)患者表现出原发性感觉运动和高级执行功能缺陷。梯度反映了大脑感觉运动相关区域的功能光谱。我们旨在确定PD患者的梯度是否被破坏,以及这种破坏与治疗结果的关系。76名患者(平均年龄,59.2±12.4年[标准偏差],44名女性)和34名对照参与者(平均年龄,58.1±10.0年[标准偏差],19名妇女)进行了评估。我们探索了PD患者和对照参与者的功能和结构梯度。在2周内对患者进行多学科强化康复治疗(MIRT)。在治疗前后对患者进行统一的帕金森病评定量表第三部分(UPDRS-III)。我们调查了PD相关的主要功能和结构梯度的变化。我们进一步使用支持向量机(SVM)和相关分析来评估与PD梯度改变相关的分类能力和治疗结果,分别。梯度显示患者和对照组参与者之间存在显着差异,主要涉及主要功能的体感和视觉网络,以及与运动控制和执行相关的更高级别的关联网络(背侧注意网络(DAN)和默认模式网络(DMN))。根据这些网络的功能和结构梯度特征,SVM在区分患者和对照组参与者方面取得了91.2%的准确率.处理降低了梯度差异。改变的梯度表现出与运动改善的显着相关性,并且主要分布在整个视觉网络中,DAN和DMN.这项研究揭示了PD患者以感觉运动和执行控制缺陷为特征的大脑梯度受损。将梯度特征应用于神经系统疾病可能导致开发潜在的PD诊断和治疗标志物。
    Parkinson\'s disease (PD) patients exhibit deficits in primary sensorimotor and higher-order executive functions. The gradient reflects the functional spectrum in sensorimotor-associated areas of the brain. We aimed to determine whether the gradient is disrupted in PD patients and how this disruption is associated with treatment outcome. Seventy-six patients (mean age, 59.2 ± 12.4 years [standard deviation], 44 women) and 34 controls participants (mean age, 58.1 ± 10.0 years [standard deviation], 19 women) were evaluated. We explored functional and structural gradients in PD patients and control participants. Patients were followed during 2 weeks of multidisciplinary intensive rehabilitation therapy (MIRT). The Unified Parkinson\'s Disease Rating Scale Part III (UPDRS-III) was administered to patients before and after treatment. We investigated PD-related alterations in the principal functional and structural gradients. We further used a support vector machine (SVM) and correlation analysis to assess the classification ability and treatment outcomes related to PD gradient alterations, respectively. The gradients showed significant differences between patients and control participants, mainly in somatosensory and visual networks involved in primary function, and higher-level association networks (dorsal attentional network (DAN) and default mode network (DMN)) related to motor control and execution. On the basis of the combined functional and structural gradient features of these networks, the SVM achieved an accuracy of 91.2% in discriminating patients from control participants. Treatment reduced the gradient difference. The altered gradient exhibited a significant correlation with motor improvement and was mainly distributed across the visual network, DAN and DMN. This study revealed damage to gradients in the brain characterized by sensorimotor and executive control deficits in PD patients. The application of gradient features to neurological disorders could lead to the development of potential diagnostic and treatment markers for PD.
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  • 文章类型: Journal Article
    大脑发育或成熟的显着特性与协调或同步的大脑结构共变相结合。然而,仍然缺乏有效的方法来绘制单个结构协方差网络。这里,我们使用动态时间规整算法开发了一种新颖的个体结构协方差网络方法,并将其应用于描述从儿童到成年早期的结构协方差网络的拓扑组织的发展轨迹,并从HumanConnectomeProject-Development数据集中抽取了655个个体的大样本。我们发现单个结构协方差网络表现出小世界性质和包括小世界的网络全局拓扑特征,全球效率,本地效率,模块化随年龄线性增加,而最短路径长度随年龄线性减小。语言和情绪调节相关大脑区域的节点拓扑特性包括介数和程度随年龄增长而增加,虽然它主要在视觉皮层随着年龄的增长而减少,感觉运动区,和海马体。此外,结构协方差网络的拓扑属性作为特征可以预测每个个体的年龄。一起来看,我们的结果表明,动态时间规整可以有效地映射单个结构协方差网络,以揭示网络拓扑的发展轨迹,这可能有助于未来的调查,以建立有关认知和疾病脆弱性的结构共同变异的联系。
    A conspicuous property of brain development or maturity is coupled with coordinated or synchronized brain structural co-variation. However, there is still a lack of effective approach to map individual structural covariance network. Here, we developed a novel individual structural covariance network method using dynamic time warping algorithm and applied it to delineate developmental trajectories of topological organizations of structural covariance network from childhood to early adulthood with a large sample of 655 individuals from Human Connectome Project-Development dataset. We found that the individual structural covariance network exhibited small-worldness property and the network global topological characteristics including small-worldness, global efficiency, local efficiency, and modularity linearly increase with age while the shortest path length linearly decreases with age. The nodal topological properties including betweenness and degree increased with age in language and emotion regulation related brain areas, while it decreased with age mainly in visual cortex, sensorimotor area, and hippocampus. Moreover, the topological attributes of structural covariance network as features could predict the age of each individual. Taken together, our results demonstrate that dynamic time warping can effectively map individual structural covariance network to uncover the developmental trajectories of network topology, which may facilitate future investigations to establish the links of structural co-variations with respect to cognition and disease vulnerability.
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