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Breakdown of Whole-brain Dynamics in Preterm-born Children 早产儿全脑动力学的分解
Pub Date : 2019-08-23 DOI: 10.1093/CERCOR/BHZ156
N. Padilla, Victor M. Saenger, T. V. van Hartevelt, H. Fernandes, F. Lennartsson, J. Andersson, M. Kringelbach, G. Deco, U. Ådén
Abstract The brain operates at a critical point that is balanced between order and disorder. Even during rest, unstable periods of random behavior are interspersed with stable periods of balanced activity patterns that support optimal information processing. Being born preterm may cause deviations from this normal pattern of development. We compared 33 extremely preterm (EPT) children born at < 27 weeks of gestation and 28 full-term controls. Two approaches were adopted in both groups, when they were 10 years of age, using structural and functional brain magnetic resonance imaging data. The first was using a novel intrinsic ignition analysis to study the ability of the areas of the brain to propagate neural activity. The second was a whole-brain Hopf model, to define the level of stability, desynchronization, or criticality of the brain. EPT-born children exhibited fewer intrinsic ignition events than controls; nodes were related to less sophisticated aspects of cognitive control, and there was a different hierarchy pattern in the propagation of information and suboptimal synchronicity and criticality. The largest differences were found in brain nodes belonging to the rich-club architecture. These results provide important insights into the neural substrates underlying brain reorganization and neurodevelopmental impairments related to prematurity.
大脑在有序与无序之间平衡的临界点上运行。即使在休息期间,随机行为的不稳定时期也穿插着支持最佳信息处理的平衡活动模式的稳定时期。早产可能导致这种正常发育模式的偏离。我们比较了33例妊娠< 27周出生的极早产儿(EPT)和28例足月对照。两组儿童在10岁时采用了两种方法,分别使用结构和功能脑磁共振成像数据。第一个是使用一种新颖的内在点火分析来研究大脑区域传播神经活动的能力。第二个是全脑霍普夫模型,用来定义大脑的稳定性、不同步或临界水平。与对照组相比,ept出生的儿童表现出更少的内在点火事件;节点与认知控制的不太复杂的方面有关,并且在信息传播和次优同步性和临界性方面存在不同的层次模式。差异最大的是属于富人俱乐部结构的大脑节点。这些结果为了解与早产相关的大脑重组和神经发育障碍的神经基质提供了重要的见解。
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引用次数: 13
Pulvinar Modulates Contrast Responses in the Visual Cortex as a Function of Cortical Hierarchy 枕状核作为皮层层次的功能调节视觉皮层的对比反应
Pub Date : 2019-08-13 DOI: 10.1093/cercor/bhz149
B. O. F. de Souza, Nelson Cortes, C. Casanova
Abstract The pulvinar is the largest extrageniculate visual nucleus in mammals. Given its extensive reciprocal connectivity with the visual cortex, it allows the cortico-thalamocortical transfer of visual information. Nonetheless, knowledge of the nature of the pulvinar inputs to the cortex remains elusive. We investigated the impact of silencing the pulvinar on the contrast response function of neurons in 2 distinct hierarchical cortical areas in the cat (areas 17 and 21a). Pulvinar inactivation altered the response gain in both areas, but with larger changes observed in area 21a. A theoretical model was proposed, simulating the pulvinar contribution to cortical contrast responses by modifying the excitation-inhibition balanced state of neurons across the cortical hierarchy. Our experimental and theoretical data showed that the pulvinar exerts a greater modulatory influence on neuronal activity in area 21a than in the primary visual cortex, indicating that the pulvinar impact on cortical visual neurons varies along the cortical hierarchy.
枕核是哺乳动物最大的突起外视核。鉴于其与视觉皮层广泛的相互连接,它允许皮质-丘脑皮质传递视觉信息。尽管如此,我们仍然不太清楚脑枕侧向大脑皮层输入信号的本质。我们研究了枕状核沉默对猫皮层2个不同层次区域(17区和21a区)神经元对比反应功能的影响。Pulvinar失活改变了两个区域的反应增益,但在21a区域观察到更大的变化。提出了一个理论模型,通过改变皮层层次神经元的兴奋-抑制平衡状态来模拟枕状核对皮层对比反应的贡献。我们的实验和理论数据表明,枕状核对21a区神经元活动的调节作用大于初级视觉皮层,这表明枕状核对皮层视觉神经元的影响在皮层层次上是不同的。
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引用次数: 20
Viewing Pictures Triggers Rapid Morphological Enlargement in the Human Visual Cortex 观看图片触发人类视觉皮层的快速形态扩大
Pub Date : 2019-08-13 DOI: 10.1093/cercor/bhz131
Kristoffer N. T. Månsson, Diana S Cortes, A. Manzouri, Tie-Qiang Li, S. Hau, H. Fischer
Abstract Measuring brain morphology with non-invasive structural magnetic resonance imaging is common practice, and can be used to investigate neuroplasticity. Brain morphology changes have been reported over the course of weeks, days, and hours in both animals and humans. If such short-term changes occur even faster, rapid morphological changes while being scanned could have important implications. In a randomized within-subject study on 47 healthy individuals, two high-resolution T1-weighted anatomical images were acquired (á 263 s) per individual. The images were acquired during passive viewing of pictures or a fixation cross. Two common pipelines for analyzing brain images were used: voxel-based morphometry on gray matter (GM) volume and surface-based cortical thickness. We found that the measures of both GM volume and cortical thickness showed increases in the visual cortex while viewing pictures relative to a fixation cross. The increase was distributed across the two hemispheres and significant at a corrected level. Thus, brain morphology enlargements were detected in less than 263 s. Neuroplasticity is a far more dynamic process than previously shown, suggesting that individuals’ current mental state affects indices of brain morphology. This needs to be taken into account in future morphology studies and in everyday clinical practice.
摘要利用无创结构磁共振成像技术测量脑形态是一种常见的方法,可用于研究神经可塑性。据报道,动物和人类的大脑形态在数周、数天和数小时内都会发生变化。如果这种短期变化发生得更快,那么扫描时的快速形态学变化可能具有重要意义。在一项针对47名健康个体的随机受试者研究中,每个个体获得2张高分辨率t1加权解剖图像(263 s)。这些图像是在被动观看图片或注视交叉时获得的。两种常用的脑图像分析方法:基于体素的灰质(GM)体积形态测量法和基于表面的皮层厚度。我们发现,与注视交叉相比,在观看图片时,视觉皮层的GM体积和皮质厚度都有所增加。这种增加分布在两个半球,在校正后的水平上是显著的。因此,在不到263秒的时间内检测到脑形态的扩大。神经可塑性是一个动态过程,远比之前所显示的要动态得多,这表明个体当前的精神状态会影响大脑形态学指标。这需要在未来的形态学研究和日常临床实践中加以考虑。
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引用次数: 16
Enhanced Bottom-Up and Reduced Top-Down fMRI Activity Is Related to Long-Lasting Nonreinforced Behavioral Change 自底向上增强和自顶向下减弱的fMRI活动与长期非强化行为改变有关
Pub Date : 2019-08-13 DOI: 10.1093/cercor/bhz132
Rotem Botvinik-Nezer, Tom Salomon, T. Schonberg
Abstract Behavioral change studies and interventions focus on self-control and external reinforcements to influence preferences. Cue-approach training (CAT) has been shown to induce preference changes lasting months by merely associating items with neutral cues and speeded responses. We utilized this paradigm to study neural representation of preferences and their modification without external reinforcements. We scanned 36 participants with fMRI during a novel passive viewing task before, after and 30 days following CAT. We preregistered the predictions that activity in memory, top-down attention, and value-processing regions will underlie preference modification. While most theories associate preferences with prefrontal regions, we found that “bottom-up” perceptual mechanisms were associated with immediate change, whereas reduced “top-down” parietal activity was related to long-term change. Activity in value-related prefrontal regions was enhanced immediately after CAT for trained items and 1 month after for all items. Our findings suggest a novel neural mechanism of preference representation and modification. We suggest that nonreinforced change of preferences occurs initially in perceptual representation of items, putatively leading to long-term changes in “top-down” processes. These findings offer implementation of bottom-up instead of top-down targeted interventions for long-lasting behavioral change.
行为改变研究和干预主要关注自我控制和外部强化对偏好的影响。线索接近训练(CAT)已被证明,仅仅通过将物品与中性线索和快速反应联系起来,就能诱发持续数月的偏好变化。我们利用这一范式来研究偏好的神经表征及其在没有外部强化的情况下的修改。我们用功能磁共振成像扫描了36名参与者在CAT之前、之后和之后30天进行的一项新的被动观看任务。我们预先记录了记忆活动、自上而下的注意力和价值处理区域将成为偏好改变的基础的预测。虽然大多数理论将偏好与前额叶区域联系起来,但我们发现“自下而上”的感知机制与即时变化有关,而“自上而下”的顶叶活动减少与长期变化有关。价值相关的前额叶区域的活动在训练项目后立即增强,在所有项目后1个月增强。我们的发现提示了一种新的偏好表征和修正的神经机制。我们认为,偏好的非强化变化最初发生在对物品的感知表征中,这被认为会导致“自上而下”过程的长期变化。这些发现为长期的行为改变提供了自下而上而不是自上而下的有针对性的干预措施。
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引用次数: 11
A Sparse Probabilistic Code Underlies the Limits of Behavioral Discrimination 稀疏概率码是行为区分极限的基础
Pub Date : 2019-08-12 DOI: 10.1093/cercor/bhz147
Balaji Sriram, Lillian Li, A. Cruz-Martín, Anirvan Ghosh
Abstract The cortical code that underlies perception must enable subjects to perceive the world at time scales relevant for behavior. We find that mice can integrate visual stimuli very quickly (<100 ms) to reach plateau performance in an orientation discrimination task. To define features of cortical activity that underlie performance at these time scales, we measured single-unit responses in the mouse visual cortex at time scales relevant to this task. In contrast to high-contrast stimuli of longer duration, which elicit reliable activity in individual neurons, stimuli at the threshold of perception elicit extremely sparse and unreliable responses in the primary visual cortex such that the activity of individual neurons does not reliably report orientation. Integrating information across neurons, however, quickly improves performance. Using a linear decoding model, we estimate that integrating information over 50–100 neurons is sufficient to account for behavioral performance. Thus, at the limits of visual perception, the visual system integrates information encoded in the probabilistic firing of unreliable single units to generate reliable behavior.
作为感知基础的皮层编码必须使被试能够在与行为相关的时间尺度上感知世界。我们发现,在定向识别任务中,小鼠可以非常快速地整合视觉刺激(<100 ms)以达到平台表现。为了确定在这些时间尺度下表现的皮层活动特征,我们测量了小鼠视觉皮层在与该任务相关的时间尺度上的单单位反应。与长时间的高对比度刺激在单个神经元中引起可靠的活动相反,在感知阈值的刺激在初级视觉皮层中引起极其稀疏和不可靠的反应,因此单个神经元的活动不能可靠地报告方向。然而,跨神经元整合信息可以迅速提高性能。使用线性解码模型,我们估计整合超过50-100个神经元的信息足以解释行为表现。因此,在视觉感知的极限下,视觉系统集成了编码在不可靠的单个单元的概率发射中的信息,以产生可靠的行为。
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引用次数: 10
Interleaving Motor Sequence Training With High-Frequency Repetitive Transcranial Magnetic Stimulation Facilitates Consolidation 交错运动序列训练与高频重复经颅磁刺激促进巩固
Pub Date : 2019-08-02 DOI: 10.1093/cercor/bhz145
Jost-Julian Rumpf, L. May, C. Fricke, J. Classen, G. Hartwigsen
Abstract The acquisition of novel motor skills is a fundamental process of lifelong learning and crucial for everyday behavior. Performance gains acquired by training undergo a transition from an initially labile state to a state that is progressively robust towards interference, a phenomenon referred to as motor consolidation. Previous work has demonstrated that the primary motor cortex (M1) is a neural key region for motor consolidation. However, it remains unknown whether physiological processes underlying posttraining motor consolidation in M1 are active already during an ongoing training phase or only after completion of the training. We examined whether 10-Hz interleaved repetitive transcranial magnetic stimulation (i-rTMS) of M1 during rest periods between active motor training in an explicit motor learning task affects posttraining offline consolidation. Relative to i-rTMS to the vertex (control region), i-rTMS to the M1hand area of the nondominant hand facilitated posttraining consolidation assessed 6 h after training without affecting training performance. This facilitatory effect generalized to delayed performance of the mirror-symmetric sequence with the untrained (dominant) hand. These findings indicate that posttraining consolidation can be facilitated independently from training-induced performance increments and suggest that consolidation is initiated already during offline processing in short rest periods between active training phases.
新运动技能的习得是终身学习的基本过程,对日常行为至关重要。通过训练获得的成绩会从最初的不稳定状态过渡到对干扰逐渐增强的状态,这种现象被称为运动巩固。先前的研究表明,初级运动皮层(M1)是运动巩固的关键神经区域。然而,目前尚不清楚训练后运动巩固的生理过程是在正在进行的训练阶段就已经活跃,还是在训练完成后才活跃。我们研究了在显性运动学习任务中主动运动训练之间的休息期间,M1的10赫兹交错重复经颅磁刺激(i-rTMS)是否会影响训练后的离线巩固。相对于对顶点(控制区)的i-rTMS,对非优势手的m1手区域的i-rTMS在训练后6小时有助于训练后巩固评估,而不影响训练成绩。这种促进效应推广到非训练(优势)手的镜像对称序列延迟性能。这些发现表明,训练后的巩固可以独立于训练引起的表现增量而得到促进,并表明巩固已经在积极训练阶段之间的短暂休息期间的离线处理中开始。
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引用次数: 7
Sex Matters: A Multivariate Pattern Analysis of Sex- and Gender-Related Neuroanatomical Differences in Cis- and Transgender Individuals Using Structural Magnetic Resonance Imaging 性别问题:使用结构磁共振成像对顺式和跨性别个体中与性别和性别相关的神经解剖学差异的多变量模式分析
Pub Date : 2019-08-01 DOI: 10.1093/cercor/bhz170
P. Baldinger-Melich, Maria F Urquijo Castro, R. Seiger, A. Ruef, D. Dwyer, G. Kranz, M. Klöbl, J. Kambeitz, U. Kaufmann, C. Windischberger, S. Kasper, P. Falkai, R. Lanzenberger, N. Koutsouleris
Abstract Univariate analyses of structural neuroimaging data have produced heterogeneous results regarding anatomical sex- and gender-related differences. The current study aimed at delineating and cross-validating brain volumetric surrogates of sex and gender by comparing the structural magnetic resonance imaging data of cis- and transgender subjects using multivariate pattern analysis. Gray matter (GM) tissue maps of 29 transgender men, 23 transgender women, 35 cisgender women, and 34 cisgender men were created using voxel-based morphometry and analyzed using support vector classification. Generalizability of the models was estimated using repeated nested cross-validation. For external validation, significant models were applied to hormone-treated transgender subjects (n = 32) and individuals diagnosed with depression (n = 27). Sex was identified with a balanced accuracy (BAC) of 82.6% (false discovery rate [pFDR] < 0.001) in cisgender, but only with 67.5% (pFDR = 0.04) in transgender participants indicating differences in the neuroanatomical patterns associated with sex in transgender despite the major effect of sex on GM volume irrespective of the self-identification as a woman or man. Gender identity and gender incongruence could not be reliably identified (all pFDR > 0.05). The neuroanatomical signature of sex in cisgender did not interact with depressive features (BAC = 74.7%) but was affected by hormone therapy when applied in transgender women (P < 0.001).
结构神经成像数据的单变量分析产生了关于解剖性别和性别相关差异的异质结果。本研究旨在通过使用多变量模式分析比较顺性和变性受试者的结构磁共振成像数据,来描绘和交叉验证性别和性别的脑容量替代物。采用基于体素的形态测量法绘制了29名跨性别男性、23名跨性别女性、35名顺性别女性和34名顺性别男性的灰质(GM)组织图,并利用支持向量分类进行了分析。使用重复嵌套交叉验证来估计模型的泛化性。为了进行外部验证,将显著性模型应用于激素治疗的跨性别受试者(n = 32)和诊断为抑郁症的个体(n = 27)。性别鉴定的平衡准确率(BAC)为82.6%(错误发现率[pFDR] 0.05)。顺性别患者的神经解剖学特征与抑郁特征没有相互作用(BAC = 74.7%),但在跨性别女性中应用激素治疗时,会受到激素治疗的影响(P < 0.001)。
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引用次数: 27
Dissociable and Paradoxical Roles of Rat Medial and Lateral Orbitofrontal Cortex in Visual Serial Reversal Learning 大鼠眶额皮层内侧和外侧在视觉序列反转学习中的分离和矛盾作用
Pub Date : 2019-07-25 DOI: 10.1093/cercor/bhz144
M. E. Hervig, Leanne Fiddian, L. Piilgaard, Tadej Božič, M. Blanco-Pozo, C. Knudsen, S. F. Olesen, J. Alsiö, T. W. Robbins
ABSTRACT Much evidence suggests that reversal learning is mediated by cortico-striatal circuitries with the orbitofrontal cortex (OFC) playing a prominent role. The OFC is a functionally heterogeneous region, but potential differential roles of lateral (lOFC) and medial (mOFC) portions in visual reversal learning have yet to be determined. We investigated the effects of pharmacological inactivation of mOFC and lOFC on a deterministic serial visual reversal learning task for rats. For reference, we also targeted other areas previously implicated in reversal learning: prelimbic (PrL) and infralimbic (IL) prefrontal cortex, and basolateral amygdala (BLA). Inactivating mOFC and lOFC produced opposite effects; lOFC impairing, and mOFC improving, performance in the early, perseverative phase specifically. Additionally, mOFC inactivation enhanced negative feedback sensitivity, while lOFC inactivation diminished feedback sensitivity in general. mOFC and lOFC inactivation also affected novel visual discrimination learning differently; lOFC inactivation paradoxically improved learning, and mOFC inactivation had no effect. We also observed dissociable roles of the OFC and the IL/PrL. Whereas the OFC inactivation affected only perseveration, IL/PrL inactivation improved learning overall. BLA inactivation did not affect perseveration, but improved the late phase of reversal learning. These results support opponent roles of the rodent mOFC and lOFC in deterministic visual reversal learning.
大量证据表明,反转学习是由皮质纹状体回路介导的,其中眶额皮质(OFC)起着重要作用。OFC是一个功能各异的区域,但在视觉反转学习中,侧部(lOFC)和内侧(mOFC)部分的潜在差异作用尚未确定。我们研究了mOFC和lOFC的药理失活对大鼠确定性连续视觉逆转学习任务的影响。作为参考,我们还针对其他先前涉及反转学习的区域:前边缘(PrL)和边缘下(IL)前额皮质和杏仁核基底外侧(BLA)。失活mOFC和lOFC产生相反的效果;特别是在早期的持续性阶段,lOFC损害,而mOFC改善。此外,mOFC失活增强了负反馈灵敏度,而lOFC失活总体上降低了反馈灵敏度。mOFC和lOFC失活对新视觉辨别学习也有不同的影响;lOFC失活反而改善了学习,而mOFC失活则没有效果。我们还观察到OFC和IL/PrL的分离作用。虽然OFC失活只影响持久性,但IL/PrL失活总体上改善了学习。BLA失活不影响持续性,但改善了逆转学习的后期阶段。这些结果支持啮齿动物的前叶皮层和后叶皮层在确定性视觉反转学习中的对立作用。
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引用次数: 42
The Evolutionary History of Common Genetic Variants Influencing Human Cortical Surface Area 影响人类皮质表面积的常见遗传变异的进化史
Pub Date : 2019-07-16 DOI: 10.1101/703793
Amanda K. Tilot, E. Khramtsova, Katrina L. Grasby, N. Jahanshad, J. Painter, L. Colodro-Conde, J. Bralten, D. Hibar, P. Lind, Siyao Liu, Sarah M. Brotman, P. Thompson, S. Medland, F. Macciardi, B. Stranger, L. Davis, S. Fisher, J. Stein
Structural brain changes along the lineage that led to modern Homo sapiens have contributed to our unique cognitive and social abilities. However, the evolutionarily relevant molecular variants impacting key aspects of neuroanatomy are largely unknown. Here, we integrate evolutionary annotations of the genome at diverse timescales with common variant associations from large-scale neuroimaging genetic screens in living humans, to reveal how selective pressures have shaped neocortical surface area. We show that variation within human gained enhancers active in the developing brain is associated with global surface area as well as that of specific regions. Moreover, we find evidence of recent polygenic selection over the past 2,000 years influencing surface area of multiple cortical regions, including those involved in spoken language and visual processing.
在进化成现代智人的谱系中,大脑结构的变化造就了我们独特的认知和社交能力。然而,影响神经解剖学关键方面的进化相关分子变异在很大程度上是未知的。在这里,我们整合了基因组在不同时间尺度上的进化注释和来自活体大规模神经成像遗传筛选的常见变异关联,以揭示选择压力如何塑造新皮层表面积。我们表明,在发育中的大脑中活跃的人类获得增强子的变异与全球表面积以及特定区域的表面积有关。此外,我们发现证据表明,在过去的2000年里,最近的多基因选择影响了多个皮层区域的表面积,包括那些涉及口语和视觉处理的区域。
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引用次数: 21
Quantitative MRI maps of human neocortex explored using cell type-specific gene expression analysis 利用细胞类型特异性基因表达分析,探索人类新皮层的定量MRI图谱
Pub Date : 2019-06-09 DOI: 10.1101/2022.04.07.487457
L. Edwards, P. McColgan, Saskia Helbling, A. Zarkali, L. Vaculčiaková, K. Pine, F. Dick, N. Weiskopf
Quantitative MRI (qMRI) allows extraction of reproducible and robust parameter maps. However, the connection to underlying biological substrates remains murky, especially in the complex, densely packed cortex. We investigated associations in human neocortex between qMRI parameters and neocortical cell types by comparing the spatial distribution of the qMRI parameters longitudinal relaxation rate (R1), effective transverse relaxation rate (R2∗), and magnetization transfer saturation (MTsat) to gene expression from the Allen Human Brain Atlas, then combining this with lists of genes enriched in specific cell types found in the human brain. As qMRI parameters are magnetic field strength-dependent, the analysis was performed on MRI data at 3T and 7T. All qMRI parameters significantly covaried with genes enriched in GABA- and glutamatergic neurons, i.e. they were associated with cytoarchitecture. The qMRI parameters also significantly covaried with the distribution of genes enriched in astrocytes (R2∗ at 3T, R1 at 7T), endothelial cells (R1 and MTsat at 3T), microglia (R1 and MTsat at 3T, R1 at 7T), and oligodendrocytes (R1 at 7T). These results advance the potential use of qMRI parameters as biomarkers for specific cell types.
定量MRI (qMRI)允许提取可重复的和稳健的参数图。然而,与潜在的生物基质的联系仍然不清楚,特别是在复杂的、密集的皮层中。通过比较qMRI参数纵向弛豫率(R1)、有效横向弛豫率(R2 *)和磁化转移饱和度(MTsat)与Allen人脑图谱中基因表达的空间分布,并将其与人脑中发现的特定细胞类型中富集的基因列表相结合,研究了人类新皮层中qMRI参数与新皮层细胞类型之间的关系。由于qMRI参数与磁场强度有关,因此对3T和7T的MRI数据进行分析。所有qMRI参数与GABA-和谷氨酸能神经元中富集的基因显著共变,即它们与细胞结构相关。星形胶质细胞(R2 *在3T, R1在7T)、内皮细胞(R1和MTsat在3T)、小胶质细胞(R1和MTsat在3T, R1在7T)和少突胶质细胞(R1在7T)中富集的基因分布也与qMRI参数显著相关。这些结果推进了qMRI参数作为特定细胞类型生物标志物的潜在应用。
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引用次数: 2
期刊
Cerebral Cortex (New York, NY)
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