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Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging
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...
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Published in: | Proceedings of the National Academy of Sciences - PNAS 2019-03, Vol.116 (10), p.4681-4688 |
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creator | Ouyang, Minhui Jeon, Tina Sotiras, Aristeidis Peng, Qinmu Mishra, Virendra Halovanic, Cathy Chen, Min Chalak, Lina Rollins, Nancy Roberts, Timothy P. L. Davatzikos, Christos Huang, Hao |
description | 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 corticalmean 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. |
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L. ; Davatzikos, Christos ; Huang, Hao</creator><creatorcontrib>Ouyang, Minhui ; Jeon, Tina ; Sotiras, Aristeidis ; Peng, Qinmu ; Mishra, Virendra ; Halovanic, Cathy ; Chen, Min ; Chalak, Lina ; Rollins, Nancy ; Roberts, Timothy P. L. ; Davatzikos, Christos ; Huang, Hao</creatorcontrib><description>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 corticalmean 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.</description><identifier>ISSN: 0027-8424</identifier><identifier>EISSN: 1091-6490</identifier><identifier>DOI: 10.1073/pnas.1812156116</identifier><identifier>PMID: 30782802</identifier><language>eng</language><publisher>United States: National Academy of Sciences</publisher><subject>Anisotropy ; Architecture ; Biological Sciences ; Brain ; Brain - anatomy & histology ; Brain - diagnostic imaging ; Brain - growth & development ; Brain - physiology ; Brain architecture ; Cellular structure ; Cerebral cortex ; Cortex (temporal) ; Critical period ; Dendritic branching ; Diffusion barriers ; Diffusion Tensor Imaging ; Female ; Humans ; Imaging ; Infant ; Infant, Newborn ; Infant, Premature - growth & development ; Infants ; Kurtosis ; Magnetic resonance imaging ; Male ; Mathematical analysis ; Maturation ; Microstructure ; Neonates ; Neuroimaging ; PNAS Plus ; Prefrontal cortex ; Substantia alba ; Tensors ; Visual cortex ; Visual observation</subject><ispartof>Proceedings of the National Academy of Sciences - PNAS, 2019-03, Vol.116 (10), p.4681-4688</ispartof><rights>Copyright © 2019 the Author(s). Published by PNAS.</rights><rights>Copyright National Academy of Sciences Mar 5, 2019</rights><rights>Copyright © 2019 the Author(s). Published by PNAS. 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c443t-fe53c676dc8b2bac003d4b3e4193ae72a45cb006577e4ae1f57548bee739ac423</citedby><cites>FETCH-LOGICAL-c443t-fe53c676dc8b2bac003d4b3e4193ae72a45cb006577e4ae1f57548bee739ac423</cites><orcidid>0000-0002-0452-6400 ; 0000-0003-0795-8820</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/26683144$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/26683144$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793,58238,58471</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30782802$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ouyang, Minhui</creatorcontrib><creatorcontrib>Jeon, Tina</creatorcontrib><creatorcontrib>Sotiras, Aristeidis</creatorcontrib><creatorcontrib>Peng, Qinmu</creatorcontrib><creatorcontrib>Mishra, Virendra</creatorcontrib><creatorcontrib>Halovanic, Cathy</creatorcontrib><creatorcontrib>Chen, Min</creatorcontrib><creatorcontrib>Chalak, Lina</creatorcontrib><creatorcontrib>Rollins, Nancy</creatorcontrib><creatorcontrib>Roberts, Timothy P. L.</creatorcontrib><creatorcontrib>Davatzikos, Christos</creatorcontrib><creatorcontrib>Huang, Hao</creatorcontrib><title>Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging</title><title>Proceedings of the National Academy of Sciences - PNAS</title><addtitle>Proc Natl Acad Sci U S A</addtitle><description>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 corticalmean 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.</description><subject>Anisotropy</subject><subject>Architecture</subject><subject>Biological Sciences</subject><subject>Brain</subject><subject>Brain - anatomy & histology</subject><subject>Brain - diagnostic imaging</subject><subject>Brain - growth & development</subject><subject>Brain - physiology</subject><subject>Brain architecture</subject><subject>Cellular structure</subject><subject>Cerebral cortex</subject><subject>Cortex (temporal)</subject><subject>Critical period</subject><subject>Dendritic branching</subject><subject>Diffusion barriers</subject><subject>Diffusion Tensor Imaging</subject><subject>Female</subject><subject>Humans</subject><subject>Imaging</subject><subject>Infant</subject><subject>Infant, Newborn</subject><subject>Infant, Premature - growth & development</subject><subject>Infants</subject><subject>Kurtosis</subject><subject>Magnetic resonance imaging</subject><subject>Male</subject><subject>Mathematical analysis</subject><subject>Maturation</subject><subject>Microstructure</subject><subject>Neonates</subject><subject>Neuroimaging</subject><subject>PNAS Plus</subject><subject>Prefrontal cortex</subject><subject>Substantia alba</subject><subject>Tensors</subject><subject>Visual cortex</subject><subject>Visual observation</subject><issn>0027-8424</issn><issn>1091-6490</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNpdkUtv1DAUhS1ERYeBNSuQJTZs0voVx9kgVeVVqRIbWFuOczPjYWIPfhTx73E0ZaBdXdv389E99yD0ipILSjp-efAmXVBFGW0lpfIJWlHS00aKnjxFK0JY1yjBxDl6ntKOENK3ijxD55x0iinCVujug5smiOCzM3tsQ8zO1sPsbAwpx2JzicvdLDW74LHzOG8BHyJkiDPeltl4PERT33-5vMVjFSxpIX-UmENyCRs_4gw-hYjdbDbOb16gs8nsE7y8r2v0_dPHb9dfmtuvn2-ur24bKwTPzQQtt7KTo1UDG4wlhI9i4CBozw10zIjWDoTItutAGKBT27VCDQAd740VjK_R-6PuoQwzjLb6rHb0IdY54m8djNMPO95t9SbcaSkoUVRWgXf3AjH8LJCynl2ysN8bD6EkzagSlKu62Iq-fYTuQom-2qtULyhToqJrdHmklgWnCNNpGEr0kqleMtX_Mq0_3vzv4cT_DbECr4_ALuUQT30mpeK07vEP3M6q2A</recordid><startdate>20190305</startdate><enddate>20190305</enddate><creator>Ouyang, Minhui</creator><creator>Jeon, Tina</creator><creator>Sotiras, Aristeidis</creator><creator>Peng, Qinmu</creator><creator>Mishra, Virendra</creator><creator>Halovanic, Cathy</creator><creator>Chen, Min</creator><creator>Chalak, Lina</creator><creator>Rollins, Nancy</creator><creator>Roberts, Timothy P. 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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 corticalmean 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. 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subjects | Anisotropy Architecture Biological Sciences Brain Brain - anatomy & histology Brain - diagnostic imaging Brain - growth & development Brain - physiology Brain architecture Cellular structure Cerebral cortex Cortex (temporal) Critical period Dendritic branching Diffusion barriers Diffusion Tensor Imaging Female Humans Imaging Infant Infant, Newborn Infant, Premature - growth & development Infants Kurtosis Magnetic resonance imaging Male Mathematical analysis Maturation Microstructure Neonates Neuroimaging PNAS Plus Prefrontal cortex Substantia alba Tensors Visual cortex Visual observation |
title | Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging |
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