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.
Proc Natl Acad Sci U S A. 2019 Aug 6;116(32):15855-15860. doi: 10.1073/pnas.1821523116. Epub 2019 Jul 22.
During the first 2 postnatal years, cortical thickness of the human brain develops dynamically and spatially heterogeneously and likely peaks between 1 and 2 y of age. The striking development renders this period critical for later cognitive outcomes and vulnerable to early neurodevelopmental disorders. However, due to the difficulties in longitudinal infant brain MRI acquisition and processing, our knowledge still remains limited on the dynamic changes, peak age, and spatial heterogeneities of cortical thickness during infancy. To fill this knowledge gap, in this study, we discover the developmental regionalization of cortical thickness, i.e., developmentally distinct regions, each of which is composed of a set of codeveloping cortical vertices, for better understanding of the spatiotemporal heterogeneities of cortical thickness development. We leverage an infant-dedicated computational pipeline, an advanced multivariate analysis method (i.e., nonnegative matrix factorization), and a densely sampled longitudinal dataset with 210 serial MRI scans from 43 healthy infants, with each infant being scheduled to have 7 longitudinal scans at around 1, 3, 6, 9, 12, 18, and 24 mo of age. Our results suggest that, during the first 2 y, the whole-brain average cortical thickness increases rapidly and reaches a plateau at about 14 mo of age and then decreases at a slow pace thereafter. More importantly, each discovered region is structurally and functionally meaningful and exhibits a distinctive developmental pattern, with several regions peaking at varied ages while others keep increasing in the first 2 postnatal years. Our findings provide valuable references and insights for early brain development.
在出生后的头 2 年,人类大脑皮质厚度呈现出动态和空间异质性的发展,并且可能在 1 至 2 岁时达到峰值。这一显著的发展阶段对后期认知结果至关重要,同时也容易受到早期神经发育障碍的影响。然而,由于在纵向婴儿脑 MRI 采集和处理方面存在困难,我们对婴儿期皮质厚度的动态变化、峰值年龄和空间异质性的了解仍然有限。为了填补这一知识空白,在本研究中,我们发现了皮质厚度的发育区域化,即发育上不同的区域,每个区域都由一组共同发育的皮质顶点组成,以便更好地理解皮质厚度发育的时空异质性。我们利用了一个专门针对婴儿的计算管道、一种先进的多变量分析方法(即非负矩阵分解),以及一个密集采样的纵向数据集,该数据集包含 43 名健康婴儿的 210 次连续 MRI 扫描,每个婴儿被安排在 1、3、6、9、12、18 和 24 个月时进行 7 次纵向扫描。我们的研究结果表明,在出生后的头 2 年,全脑平均皮质厚度迅速增加,在 14 个月左右达到峰值,然后以较慢的速度下降。更重要的是,每个发现的区域在结构和功能上都具有意义,并表现出独特的发育模式,其中一些区域在不同的年龄达到峰值,而其他区域则在前 2 年持续增加。我们的研究结果为早期脑发育提供了有价值的参考和见解。