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在婴儿早期,皮质和白质的T1加权/ T2加权成像发育是同步进行的。

Cortical and white matter T1w/T2w development proceed in concert during early infancy.

作者信息

Zika Stephanie, Chang Kelly, Orhon Altan, Kruper John, Rokem Ariel, Grotheer Mareike

机构信息

Department of Psychology, Philipps-Universität Marburg, Schulstraße 12, 35037 Marburg, Germany.

Center for Mind, Brain and Behavior - CMBB, Universities of Marburg, Gießen, and Darmstadt, Germany.

出版信息

bioRxiv. 2025 Jul 10:2025.07.07.663449. doi: 10.1101/2025.07.07.663449.

DOI:10.1101/2025.07.07.663449
PMID:40672297
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12265654/
Abstract

The infant brain undergoes rapid myelin growth that is critical for healthy brain function. This development has been characterized for gray and white matter independently, but the link between gray and white matter myelination remains unexplored. To close this knowledge gap, we processed large-scale (N=279) Developing Human Connectome Project data with automated software to identify 26 white matter bundles and map their cortical terminations, before evaluating T1w/T2w development in individuals. We found that mean T1w/T2w as well as the slope of T1w/T2w development are correlated across tissues. This synchrony of brain T1w/T2w is impacted by birth age and postnatal experience, whereas inter-individual differences in this synchrony predict motor outcomes at 17 - 25 months of age. As T1w/T2w is associated with myelin content, our results reveal an intricate relationship between gray and white matter myelination, highlighting the importance of conjointly evaluating both tissues.

摘要

婴儿大脑经历快速的髓鞘生长,这对健康的脑功能至关重要。这种发育已分别针对灰质和白质进行了表征,但灰质和白质髓鞘形成之间的联系仍未得到探索。为了填补这一知识空白,我们使用自动化软件处理了大规模(N = 279)的人类连接组发育项目数据,以识别26个白质束并绘制它们的皮质终末,然后评估个体的T1加权/ T2加权发育情况。我们发现,平均T1加权/ T2加权以及T1加权/ T2加权发育的斜率在不同组织之间具有相关性。大脑T1加权/ T2加权的这种同步性受出生年龄和出生后经历的影响,而这种同步性的个体差异可预测17至25个月大时的运动结果。由于T1加权/ T2加权与髓鞘含量相关,我们的结果揭示了灰质和白质髓鞘形成之间的复杂关系,突出了联合评估这两种组织的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/ebfb541f76fa/nihpp-2025.07.07.663449v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/a51d2d39a307/nihpp-2025.07.07.663449v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/f7239060e17f/nihpp-2025.07.07.663449v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/d96d0e828d4e/nihpp-2025.07.07.663449v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/80c94a5ac400/nihpp-2025.07.07.663449v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/ebfb541f76fa/nihpp-2025.07.07.663449v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/a51d2d39a307/nihpp-2025.07.07.663449v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/f7239060e17f/nihpp-2025.07.07.663449v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/d96d0e828d4e/nihpp-2025.07.07.663449v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/80c94a5ac400/nihpp-2025.07.07.663449v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da67/12265654/ebfb541f76fa/nihpp-2025.07.07.663449v1-f0005.jpg

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本文引用的文献

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Nat Hum Behav. 2025 Mar 17. doi: 10.1038/s41562-025-02116-6.
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Histological Validation of Multi-Echo Gradient Echo (MGRE)-Derived Myelin Water Fraction (MWF) at 9.4 T and the Influence of Orientation on Quantification.9.4T下多回波梯度回波(MGRE)衍生的髓磷脂水分数(MWF)的组织学验证及方向对定量的影响
NMR Biomed. 2025 Jan;38(1):e5303. doi: 10.1002/nbm.5303.
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Approximating R1 and R2: A Quantitative Approach to Clinical Weighted MRI.
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Hum Brain Mapp. 2024 Dec 15;45(18):e70102. doi: 10.1002/hbm.70102.
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Lipidome atlas of the adult human brain.成人大脑脂质组图谱。
Nat Commun. 2024 May 25;15(1):4455. doi: 10.1038/s41467-024-48734-y.
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Functional myelin in cognition and neurodevelopmental disorders.认知和神经发育障碍中的功能性髓鞘。
Cell Mol Life Sci. 2024 Apr 13;81(1):181. doi: 10.1007/s00018-024-05222-2.
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Gray and White Matter Metrics Demonstrate Distinct and Complementary Prediction of Differences in Cognitive Performance in Children: Findings from ABCD ( = 11,876).灰质和白质指标可分别且互补地预测儿童认知表现的差异:ABCD 研究结果( = 11876)。
J Neurosci. 2024 Mar 20;44(12):e0465232023. doi: 10.1523/JNEUROSCI.0465-23.2023.
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