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特征相似性梯度可检测与早产相关的新生儿皮层变化。

Feature similarity gradients detect alterations in the neonatal cortex associated with preterm birth.

机构信息

MRC Centre for Reproductive Health, University of Edinburgh, Edinburgh, UK.

School of Informatics, University of Edinburgh, Edinburgh, UK.

出版信息

Hum Brain Mapp. 2024 Mar;45(4):e26660. doi: 10.1002/hbm.26660.

DOI:10.1002/hbm.26660
PMID:38488444
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10941526/
Abstract

The early life environment programmes cortical architecture and cognition across the life course. A measure of cortical organisation that integrates information from multimodal MRI and is unbound by arbitrary parcellations has proven elusive, which hampers efforts to uncover the perinatal origins of cortical health. Here, we use the Vogt-Bailey index to provide a fine-grained description of regional homogeneities and sharp variations in cortical microstructure based on feature gradients, and we investigate the impact of being born preterm on cortical development at term-equivalent age. Compared with term-born controls, preterm infants have a homogeneous microstructure in temporal and occipital lobes, and the medial parietal, cingulate, and frontal cortices, compared with term infants. These observations replicated across two independent datasets and were robust to differences that remain in the data after matching samples and alignment of processing and quality control strategies. We conclude that cortical microstructural architecture is altered in preterm infants in a spatially distributed rather than localised fashion.

摘要

早期生活环境会影响整个生命过程中的皮质结构和认知。一种能够整合多模态 MRI 信息且不受任意分割限制的皮质组织度量方法一直难以捉摸,这阻碍了人们揭示皮质健康的围产期起源。在这里,我们使用 Vogt-Bailey 指数,基于特征梯度,提供了一种对皮质微观结构的区域同质性和急剧变化的精细描述,并研究了出生前早产对足月等效年龄皮质发育的影响。与足月出生的对照组相比,早产儿的颞叶和枕叶以及内侧顶叶、扣带回和额皮质的微观结构更均匀,而足月出生的婴儿则更不均匀。这些观察结果在两个独立的数据集之间得到了复制,并且在匹配样本和对齐处理以及质量控制策略后,数据中仍然存在差异时,结果仍然具有稳健性。我们得出的结论是,皮质微观结构在早产儿中的改变是空间分布的,而不是局部的。

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本文引用的文献

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Local gradient analysis of human brain function using the Vogt-Bailey Index.利用沃格特-贝利指数进行人脑功能的局部梯度分析。
Brain Struct Funct. 2024 Mar;229(2):497-512. doi: 10.1007/s00429-023-02751-7. Epub 2024 Jan 31.
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Structural and functional asymmetry of the neonatal cerebral cortex.新生儿大脑皮层的结构和功能不对称性。
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Geometric effects of volume-to-surface mapping of fMRI data.fMRI 数据体素到表面映射的几何效应。
Brain Struct Funct. 2022 Sep;227(7):2457-2464. doi: 10.1007/s00429-022-02536-4. Epub 2022 Jul 27.
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Not all voxels are created equal: Reducing estimation bias in regional NODDI metrics using tissue-weighted means.并非所有体素都是平等的:使用组织加权均值减少区域 NODDI 指标的估计偏差。
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Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age.早产会改变皮质微观结构和形态在足月时的发育。
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Hierarchical Complexity of the Macro-Scale Neonatal Brain.宏观尺度新生儿大脑的层次复杂性。
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