Suppr超能文献

大脑连接的动态时空模式在整个发育过程中会重新组织。

Dynamic spatiotemporal patterns of brain connectivity reorganize across development.

作者信息

Vohryzek Jakub, Griffa Alessandra, Mullier Emeline, Friedrichs-Maeder Cecilia, Sandini Corrado, Schaer Marie, Eliez Stephan, Hagmann Patric

机构信息

Department of Radiology, University Hospital Centre and University of Lausanne, Lausanne, Switzerland.

Department of Psychiatry, University of Geneva School of Medicine, Geneva, Switzerland.

出版信息

Netw Neurosci. 2020 Feb 1;4(1):115-133. doi: 10.1162/netn_a_00111. eCollection 2020.

Abstract

Late human development is characterized by the maturation of high-level functional processes, which rely on reshaping of white matter connections, as well as synaptic density. However, the relationship between the whole-brain dynamics and the underlying white matter networks in neurodevelopment is largely unknown. In this study, we focused on how the structural connectome shapes the emerging dynamics of cerebral development between the ages of 6 and 33 years, using functional and diffusion magnetic resonance imaging combined into a spatiotemporal connectivity framework. We defined two new measures of brain dynamics, namely the system diversity and the spatiotemporal diversity, which quantify the level of integration/segregation between functional systems and the level of temporal self-similarity of the functional patterns of brain dynamics, respectively. We observed a global increase in system diversity and a global decrease and local refinement in spatiotemporal diversity values with age. In support of these findings, we further found an increase in the usage of long-range and inter-system white matter connectivity and a decrease in the usage of short-range connectivity with age. These findings suggest that dynamic functional patterns in the brain progressively become more integrative and temporally self-similar with age. These functional changes are supported by a greater involvement of long-range and inter-system axonal pathways.

摘要

人类后期发育的特征是高级功能过程的成熟,这依赖于白质连接的重塑以及突触密度。然而,神经发育过程中全脑动力学与潜在白质网络之间的关系在很大程度上尚不清楚。在本研究中,我们利用功能磁共振成像和扩散磁共振成像相结合的时空连接框架,重点研究了6至33岁之间结构连接组如何塑造大脑发育中新兴的动力学。我们定义了两种新的脑动力学测量方法,即系统多样性和时空多样性,它们分别量化功能系统之间的整合/分离水平以及脑动力学功能模式的时间自相似性水平。我们观察到,随着年龄增长,系统多样性总体增加,时空多样性值总体下降且局部细化。为支持这些发现,我们进一步发现,随着年龄增长,长程和系统间白质连接的使用增加,短程连接的使用减少。这些发现表明,随着年龄增长,大脑中的动态功能模式逐渐变得更加整合且在时间上更具自相似性。这些功能变化得到了长程和系统间轴突通路更多参与的支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3e6/7006876/4e28ebdf82a3/netn-04-115-g001.jpg

相似文献

1
Dynamic spatiotemporal patterns of brain connectivity reorganize across development.
Netw Neurosci. 2020 Feb 1;4(1):115-133. doi: 10.1162/netn_a_00111. eCollection 2020.
2
Short-range connections in the developmental connectome during typical and atypical brain maturation.
Neurosci Biobehav Rev. 2017 Dec;83:109-122. doi: 10.1016/j.neubiorev.2017.10.007. Epub 2017 Oct 9.
3
Structure-function relationships during segregated and integrated network states of human brain functional connectivity.
Brain Struct Funct. 2018 Apr;223(3):1091-1106. doi: 10.1007/s00429-017-1539-3. Epub 2017 Oct 31.
4
Characterizing the role of the structural connectome in seizure dynamics.
Brain. 2019 Jul 1;142(7):1955-1972. doi: 10.1093/brain/awz125.
5
How do parcellation size and short-range connectivity affect dynamics in large-scale brain network models?
Neuroimage. 2016 Nov 15;142:135-149. doi: 10.1016/j.neuroimage.2016.06.016. Epub 2016 Jul 30.
6
White matter maturation reshapes structural connectivity in the late developing human brain.
Proc Natl Acad Sci U S A. 2010 Nov 2;107(44):19067-72. doi: 10.1073/pnas.1009073107. Epub 2010 Oct 18.
7
White Matter Integrity in a Rat Model of Epileptogenesis: Structural Connectomics and Fixel-Based Analysis.
Brain Connect. 2022 May;12(4):320-333. doi: 10.1089/brain.2021.0026. Epub 2021 Aug 23.
8
Robustness of connectome harmonics to local gray matter and long-range white matter connectivity changes.
Neuroimage. 2021 Jan 1;224:117364. doi: 10.1016/j.neuroimage.2020.117364. Epub 2020 Sep 16.
9
Preterm birth leads to impaired rich-club organization and fronto-paralimbic/limbic structural connectivity in newborns.
Neuroimage. 2021 Jan 15;225:117440. doi: 10.1016/j.neuroimage.2020.117440. Epub 2020 Oct 8.
10
Age-related changes in the topological organization of the white matter structural connectome across the human lifespan.
Hum Brain Mapp. 2015 Oct;36(10):3777-92. doi: 10.1002/hbm.22877. Epub 2015 Jul 14.

引用本文的文献

1
3
Brain dynamics predictive of response to psilocybin for treatment-resistant depression.
Brain Commun. 2024 Feb 15;6(2):fcae049. doi: 10.1093/braincomms/fcae049. eCollection 2024.
4
Large-scale resculpting of cortical circuits in children after surgical resection.
Sci Rep. 2020 Dec 9;10(1):21589. doi: 10.1038/s41598-020-78394-z.
5
Ghost Attractors in Spontaneous Brain Activity: Recurrent Excursions Into Functionally-Relevant BOLD Phase-Locking States.
Front Syst Neurosci. 2020 Apr 17;14:20. doi: 10.3389/fnsys.2020.00020. eCollection 2020.

本文引用的文献

1
The anatomy of reliability: a must read for future human brain mapping.
Sci Bull (Beijing). 2018 Dec 30;63(24):1606-1607. doi: 10.1016/j.scib.2018.12.010. Epub 2018 Dec 8.
2
Harnessing reliability for neuroscience research.
Nat Hum Behav. 2019 Aug;3(8):768-771. doi: 10.1038/s41562-019-0655-x.
3
Editorial: Reliability and Reproducibility in Functional Connectomics.
Front Neurosci. 2019 Feb 20;13:117. doi: 10.3389/fnins.2019.00117. eCollection 2019.
4
Evolution of brain network dynamics in neurodevelopment.
Netw Neurosci. 2017 Feb 1;1(1):14-30. doi: 10.1162/NETN_a_00001. eCollection 2017.
5
Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems.
Neuroimage. 2017 Jul 15;155:490-502. doi: 10.1016/j.neuroimage.2017.04.015. Epub 2017 Apr 12.
6
Development of large-scale functional networks from birth to adulthood: A guide to the neuroimaging literature.
Neuroimage. 2017 Oct 15;160:15-31. doi: 10.1016/j.neuroimage.2017.01.079. Epub 2017 Feb 1.
8
Situating the default-mode network along a principal gradient of macroscale cortical organization.
Proc Natl Acad Sci U S A. 2016 Nov 1;113(44):12574-12579. doi: 10.1073/pnas.1608282113. Epub 2016 Oct 18.
9
The Voxel-Wise Functional Connectome Can Be Efficiently Derived from Co-activations in a Sparse Spatio-Temporal Point-Process.
Front Neurosci. 2016 Aug 23;10:381. doi: 10.3389/fnins.2016.00381. eCollection 2016.
10
Dynamic functional connectivity of neurocognitive networks in children.
Hum Brain Mapp. 2017 Jan;38(1):97-108. doi: 10.1002/hbm.23346. Epub 2016 Aug 18.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验