Spatiotemporal atlas of the fetal brain depicts cortical developmental gradient in Chinese population
Xu, X.; Sun, C.; Sun, J.; Shi, W.; Shen, Y.; Zhao, R.; Luo, W.; Li, M.; Wang, G.; Wu, D.
Show abstract
The fetal brains experience rapid and complex development in utero during the second and third trimesters. MRI atlas of the fetal brain in this period enables us to quantify the normal fetal brain development in the spatiotemporal domain. In this study, we constructed a high quality spatiotemporal atlas between 23-38 weeks gestational age (GA) from 90 healthy Chinese fetuses using a pairwise and groupwise registration-based pipeline. We quantified the fetal cortical morphology and characterized the developmental trajectories of each morphological index. The cortical thickness exhibited a biphasic growth pattern; the developmental trend of curvature fitted well into the Gompertz model; sulcal depth increased linearly while surface area expanded exponentially. The cortical thickness and curvature trajectories consistently pointed to a characteristic time-point during development around 31 weeks of GA. The characteristic GA and growth rate obtained from individual cortical regions suggested a central-to-peripheral developmental gradient, with the earliest development in the parietal lobe, and we also observed within-lobe regional orders, which may be linked to biophysical events such as dendritic arborization and thalamocortical fibers ingrowth. The proposed atlas was also compared with an existing fetal atlas from a Caucasian/mixed population. Finally, we examined the structural asymmetry of the fetal brains and found extensive asymmetry that dynamically changed with development. The current study depicted a comprehensive profile of fetal cortical development and the established atlas could be used as a normative reference for neurodevelopmental and diagnostic purposes, especially in the Chinese population.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Mapping Brain Growth and Sex Differences Across Prenatal to Postnatal Development 93%
- Structural and functional features characterizing the brains of individuals with higher controllability of motor imagery 93%
- The neurocognitive gains of diagnostic reasoning training using simulated interactive veterinary cases. 93%
Similar papers in this journal
- High-resolution mapping and digital atlas of subcortical regions in the macaque monkey based on matched MAP-MRI and histology 93%
- Impact of anaesthesia on static and dynamic functional connectivity in mice 93%
- Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases 93%
Similar papers in this journal
- Diffusion-MRI-based regional cortical microstructure at birth for predicting neurodevelopmental outcomes at 2-year-olds 95%
- Towards A More Informative Representation of the Fetal-Neonatal Brain Connectome using Variational Autoencoder 95%
- Connectional Asymmetry of the Inferior Parietal Lobule Shapes Hemispheric Specialization in Humans, Chimpanzees, and Rhesus Macaques 95%
Similar papers in this journal
- Sulcal morphology of posteromedial cortex substantially differs between humans and chimpanzees 94%
- Atlasing white matter and grey matter joint contributions to resting-state networks in the human brain 93%
- The reliability and heritability of cortical folds and their genetic correlations across hemispheres. 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.