School of Automation, Northwestern Polytechnical University, Xi'an 710071, China.
Department of Radiology and Biomedical Research Imaging Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599.
Proc Natl Acad Sci U S A. 2022 Aug 16;119(33):e2121748119. doi: 10.1073/pnas.2121748119. Epub 2022 Aug 8.
Surface area of the human cerebral cortex expands extremely dynamically and regionally heterogeneously from the third trimester of pregnancy to 2 y of age, reflecting the spatial heterogeneity of the underlying microstructural and functional development of the cerebral cortex. However, little is known about the developmental patterns and regionalization of cortical surface area during this critical stage, due to the lack of high-quality imaging data and accurate computational tools for pediatric brain MRI data. To fill this critical knowledge gap, by leveraging 1,037 high-quality MRI scans with the age between 29 post-menstrual weeks and 24 mo from 735 pediatric subjects in two complementary datasets, i.e., the Baby Connectome Project (BCP) and the developing Human Connectome Project (dHCP), and state-of-the-art dedicated image-processing tools, we unprecedentedly parcellate the cerebral cortex into a set of distinct subdivisions purely according to the developmental patterns of the cortical surface. Our discovered developmentally distinct subdivisions correspond well to structurally and functionally meaningful regions and reveal spatially contiguous, hierarchical, and bilaterally symmetric patterns of early cortical surface expansion. We also show that high-order association subdivisions, where cortical folds emerge later during prenatal stages, undergo more dramatic cortical surface expansion during infancy, compared with the central regions, especially the sensorimotor and insula cortices, thus forming a distinct central-pole division in early cortical surface expansion. These results provide an important reference for exploring and understanding dynamic early brain development in health and disease.
人类大脑皮层的表面积从妊娠第三个月到 2 岁期间呈极度动态且区域异质式扩展,反映了大脑皮层下微观结构和功能发展的空间异质性。然而,由于缺乏高质量的儿科脑 MRI 数据和精确的计算工具,因此对于这一关键阶段大脑皮层表面积的发育模式和区域化仍知之甚少。为了填补这一关键知识空白,我们利用了来自两个互补数据集的 735 名儿科受试者的 1037 个高质量 MRI 扫描,年龄在 29 个孕周至 24 个月之间,并利用最先进的专用图像处理工具,根据大脑皮层表面的发育模式,以前所未有的方式将大脑皮层划分为一组独特的细分区域。我们发现的发育上不同的细分区域与结构和功能上有意义的区域很好地对应,并揭示了早期大脑皮层扩展的空间连续、层次和双侧对称模式。我们还表明,在产前阶段较晚出现皮层褶皱的高级联合细分区域,在婴儿期经历了更剧烈的大脑皮层表面扩展,与中央区域相比,尤其是感觉运动和脑岛皮层,从而在早期大脑皮层扩展中形成了一个独特的中央极分区。这些结果为探索和理解健康和疾病中的动态早期大脑发育提供了重要参考。