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恒河猴大脑皮质厚度和表面积在出生后三年的纵向发育图谱

Longitudinal mapping of the development of cortical thickness and surface area in rhesus macaques during the first three years.

机构信息

Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599.

Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599.

出版信息

Proc Natl Acad Sci U S A. 2023 Aug 8;120(32):e2303313120. doi: 10.1073/pnas.2303313120. Epub 2023 Jul 31.

DOI:10.1073/pnas.2303313120
PMID:37523547
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10410744/
Abstract

Studying dynamic spatiotemporal patterns of early brain development in macaque monkeys is critical for understanding the cortical organization and evolution in humans, given the phylogenetic closeness between humans and macaques. However, due to huge challenges in the analysis of early brain Magnetic Resonance Imaging (MRI) data typically with extremely low contrast and dynamic imaging appearances, our knowledge of the early macaque cortical development remains scarce. To fill this critical gap, this paper characterizes the early developmental patterns of cortical thickness and surface area in rhesus macaques by leveraging advanced computing tools tailored for early developing brains based on a densely sampled longitudinal dataset with 140 rhesus macaque MRI scans seamlessly covering from birth to 36 mo of age. The average cortical thickness exhibits an inverted U-shaped trajectory with peak thickness at around 4.3 mo of age, which is remarkably in line with the age of peak thickness at 14 mo in humans, considering the around 3:1 age ratio of human to macaque. The total cortical surface area in macaques increases monotonically but with relatively lower expansions than in humans. The spatial distributions of thicker and thinner regions are quite consistent during development, with gyri having a thicker cortex than sulci. By 4 mo of age, over 81% of cortical vertices have reached their peaks in thickness, except for the insula and medial temporal cortices, while most cortical vertices keep expanding in surface area, except for the occipital cortex. These findings provide important insights into early brain development and evolution in primates.

摘要

研究猕猴早期大脑发育的动态时空模式对于理解人类皮质组织和进化至关重要,因为人类和猕猴在进化上非常接近。然而,由于早期大脑磁共振成像(MRI)数据的分析存在巨大挑战,通常对比度极低且动态成像表现复杂,我们对早期猕猴皮质发育的了解仍然很少。为了填补这一关键空白,本研究利用基于密集采样的纵向数据集,对 140 只猕猴的 MRI 扫描进行了无缝覆盖,从出生到 36 月龄,利用专门针对早期发育大脑的先进计算工具,描述了猕猴皮质厚度和表面积的早期发育模式。平均皮质厚度呈现出倒 U 型轨迹,峰值出现在大约 4.3 月龄,考虑到人类和猕猴的年龄比约为 3:1,这与人类 14 月龄时的皮质厚度峰值年龄非常吻合。猕猴的总皮质表面积呈单调增加趋势,但扩张幅度相对低于人类。在发育过程中,较厚和较薄区域的空间分布相当一致,回较沟厚。到 4 月龄时,超过 81%的皮质顶点的厚度已经达到峰值,除了脑岛和内侧颞叶皮质外,而大多数皮质顶点的表面积仍在不断扩大,除了枕叶皮质。这些发现为灵长类动物早期大脑发育和进化提供了重要的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/fb0f6e6eba59/pnas.2303313120fig06.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/e7dd3e199055/pnas.2303313120fig01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/3bdf2dadd8f3/pnas.2303313120fig02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/745c9ae89895/pnas.2303313120fig03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/c9d631ad6754/pnas.2303313120fig04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/c207521a54d0/pnas.2303313120fig05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/fb0f6e6eba59/pnas.2303313120fig06.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/e7dd3e199055/pnas.2303313120fig01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/3bdf2dadd8f3/pnas.2303313120fig02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/745c9ae89895/pnas.2303313120fig03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/c9d631ad6754/pnas.2303313120fig04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/c207521a54d0/pnas.2303313120fig05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9473/10410744/fb0f6e6eba59/pnas.2303313120fig06.jpg

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A semi-automated pipeline for finite element modeling of electric field induced in nonhuman primates by transcranial magnetic stimulation.一种用于经颅磁刺激诱导非人灵长类动物电场的有限元建模的半自动流水线。
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