Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging
| Autor: | Virendra Mishra, Lina F. Chalak, Qinmu Peng, Aristeidis Sotiras, Hao Huang, Nancy K. Rollins, Cathy Halovanic, Minhui Ouyang, Timothy P.L. Roberts, Tina Jeon, Christos Davatzikos, Min Chen |
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| Rok vydání: | 2019 |
| Předmět: |
Male
brain development 030218 nuclear medicine & medical imaging White matter 03 medical and health sciences 0302 clinical medicine Cortex (anatomy) Fractional anisotropy medicine Humans Prefrontal cortex Diffusion Kurtosis Imaging cortical microstructure DKI Multidisciplinary Chemistry maturation Infant Newborn Brain Infant Human brain differentiation Biological Sciences medicine.anatomical_structure Diffusion Tensor Imaging PNAS Plus Cerebral cortex Anisotropy Female Neuroscience 030217 neurology & neurosurgery Infant Premature Diffusion MRI |
| Zdroj: | Proceedings of the National Academy of Sciences of the United States of America |
| ISSN: | 1091-6490 |
| Popis: | Significance Delineating cortical microstructure differentiation is important for understanding complicated yet precisely organized patterns in early developing brain. Knowledge of cortical differentiation predominantly from histological studies is limited in localized and discrete cortical regions. We quantified the preterm brain cerebral cortical profile with microstructural complexity [indexed by mean kurtosis (MK)] and microstructural organization [indexed by fractional anisotropy (FA)] from advanced diffusion MRI. Cortical MK and FA maps revealed a heterogeneous maturation signature. Spatiotemporally distinctive disruption of radial glia and decrease of neuronal density among cortical regions were inferred by FA and MK decreases, respectively. These findings suggest that diffusion kurtosis metrics are significant imaging markers for microstructural differentiation of the developmental brain in health and disease. During the third trimester, the human brain undergoes rapid cellular and molecular processes that reshape the structural architecture of the cerebral cortex. Knowledge of cortical differentiation obtained predominantly from histological studies is limited in localized and small cortical regions. How cortical microstructure is differentiated across cortical regions in this critical period is unknown. In this study, the cortical microstructural architecture across the entire cortex was delineated with non-Gaussian diffusion kurtosis imaging as well as conventional diffusion tensor imaging of 89 preterm neonates aged 31–42 postmenstrual weeks. The temporal changes of cortical mean kurtosis (MK) or fractional anisotropy (FA) were heterogeneous across the cortical regions. Cortical MK decreases were observed throughout the studied age period, while cortical FA decrease reached its plateau around 37 weeks. More rapid decreases in MK were found in the primary visual region, while faster FA declines were observed in the prefrontal cortex. We found that distinctive cortical microstructural changes were coupled with microstructural maturation of associated white matter tracts. Both cortical MK and FA measurements predicted the postmenstrual age of preterm infants accurately. This study revealed a differential 4D spatiotemporal cytoarchitectural signature inferred by non-Gaussian diffusion barriers inside the cortical plate during the third trimester. The cytoarchitectural processes, including dendritic arborization and neuronal density decreases, were inferred by regional cortical FA and MK measurements. The presented findings suggest that cortical MK and FA measurements could be used as effective imaging markers for cortical microstructural changes in typical and potentially atypical brain development. |
| Databáze: | OpenAIRE |
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