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Early structural connectivity within the sensorimotor network: Deviations related to prematurity and association to neurodevelopmental outcome

Consisting of distributed and interconnected structures that interact through cortico-cortical connections and cortico-subcortical loops, the sensorimotor (SM) network undergoes rapid maturation during the perinatal period and is thus particularly vulnerable to preterm birth. However, the impact of...

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Autores principales: Neumane, Sara, Gondova, Andrea, Leprince, Yann, Hertz-Pannier, Lucie, Arichi, Tomoki, Dubois, Jessica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9732267/
https://www.ncbi.nlm.nih.gov/pubmed/36507362
http://dx.doi.org/10.3389/fnins.2022.932386
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author Neumane, Sara
Gondova, Andrea
Leprince, Yann
Hertz-Pannier, Lucie
Arichi, Tomoki
Dubois, Jessica
author_facet Neumane, Sara
Gondova, Andrea
Leprince, Yann
Hertz-Pannier, Lucie
Arichi, Tomoki
Dubois, Jessica
author_sort Neumane, Sara
collection PubMed
description Consisting of distributed and interconnected structures that interact through cortico-cortical connections and cortico-subcortical loops, the sensorimotor (SM) network undergoes rapid maturation during the perinatal period and is thus particularly vulnerable to preterm birth. However, the impact of prematurity on the development and integrity of the emerging SM connections and their relationship to later motor and global impairments are still poorly understood. In this study we aimed to explore to which extent the early microstructural maturation of SM white matter (WM) connections at term-equivalent age (TEA) is modulated by prematurity and related with neurodevelopmental outcome at 18 months corrected age. We analyzed 118 diffusion MRI datasets from the developing Human Connectome Project (dHCP) database: 59 preterm (PT) low-risk infants scanned near TEA and a control group of full-term (FT) neonates paired for age at MRI and sex. We delineated WM connections between the primary SM cortices (S1, M1 and paracentral region) and subcortical structures using probabilistic tractography, and evaluated their microstructure with diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI) models. To go beyond tract-specific univariate analyses, we computed a maturational distance related to prematurity based on the multi-parametric Mahalanobis distance of each PT infant relative to the FT group. Our results confirmed the presence of microstructural differences in SM tracts between PT and FT infants, with effects increasing with lower gestational age at birth. Maturational distance analyses highlighted that prematurity has a differential effect on SM tracts with higher distances and thus impact on (i) cortico-cortical than cortico-subcortical connections; (ii) projections involving S1 than M1 and paracentral region; and (iii) the most rostral cortico-subcortical tracts, involving the lenticular nucleus. These different alterations at TEA suggested that vulnerability follows a specific pattern coherent with the established WM caudo-rostral progression of maturation. Finally, we highlighted some relationships between NODDI-derived maturational distances of specific tracts and fine motor and cognitive outcomes at 18 months. As a whole, our results expand understanding of the significant impact of premature birth and early alterations on the emerging SM network even in low-risk infants, with possible relationship with neurodevelopmental outcomes. This encourages further exploration of these potential neuroimaging markers for prediction of neurodevelopmental disorders, with special interest for subtle neuromotor impairments frequently observed in preterm-born children.
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spelling pubmed-97322672022-12-10 Early structural connectivity within the sensorimotor network: Deviations related to prematurity and association to neurodevelopmental outcome Neumane, Sara Gondova, Andrea Leprince, Yann Hertz-Pannier, Lucie Arichi, Tomoki Dubois, Jessica Front Neurosci Neuroscience Consisting of distributed and interconnected structures that interact through cortico-cortical connections and cortico-subcortical loops, the sensorimotor (SM) network undergoes rapid maturation during the perinatal period and is thus particularly vulnerable to preterm birth. However, the impact of prematurity on the development and integrity of the emerging SM connections and their relationship to later motor and global impairments are still poorly understood. In this study we aimed to explore to which extent the early microstructural maturation of SM white matter (WM) connections at term-equivalent age (TEA) is modulated by prematurity and related with neurodevelopmental outcome at 18 months corrected age. We analyzed 118 diffusion MRI datasets from the developing Human Connectome Project (dHCP) database: 59 preterm (PT) low-risk infants scanned near TEA and a control group of full-term (FT) neonates paired for age at MRI and sex. We delineated WM connections between the primary SM cortices (S1, M1 and paracentral region) and subcortical structures using probabilistic tractography, and evaluated their microstructure with diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI) models. To go beyond tract-specific univariate analyses, we computed a maturational distance related to prematurity based on the multi-parametric Mahalanobis distance of each PT infant relative to the FT group. Our results confirmed the presence of microstructural differences in SM tracts between PT and FT infants, with effects increasing with lower gestational age at birth. Maturational distance analyses highlighted that prematurity has a differential effect on SM tracts with higher distances and thus impact on (i) cortico-cortical than cortico-subcortical connections; (ii) projections involving S1 than M1 and paracentral region; and (iii) the most rostral cortico-subcortical tracts, involving the lenticular nucleus. These different alterations at TEA suggested that vulnerability follows a specific pattern coherent with the established WM caudo-rostral progression of maturation. Finally, we highlighted some relationships between NODDI-derived maturational distances of specific tracts and fine motor and cognitive outcomes at 18 months. As a whole, our results expand understanding of the significant impact of premature birth and early alterations on the emerging SM network even in low-risk infants, with possible relationship with neurodevelopmental outcomes. This encourages further exploration of these potential neuroimaging markers for prediction of neurodevelopmental disorders, with special interest for subtle neuromotor impairments frequently observed in preterm-born children. Frontiers Media S.A. 2022-11-25 /pmc/articles/PMC9732267/ /pubmed/36507362 http://dx.doi.org/10.3389/fnins.2022.932386 Text en Copyright © 2022 Neumane, Gondova, Leprince, Hertz-Pannier, Arichi and Dubois. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Neumane, Sara
Gondova, Andrea
Leprince, Yann
Hertz-Pannier, Lucie
Arichi, Tomoki
Dubois, Jessica
Early structural connectivity within the sensorimotor network: Deviations related to prematurity and association to neurodevelopmental outcome
title Early structural connectivity within the sensorimotor network: Deviations related to prematurity and association to neurodevelopmental outcome
title_full Early structural connectivity within the sensorimotor network: Deviations related to prematurity and association to neurodevelopmental outcome
title_fullStr Early structural connectivity within the sensorimotor network: Deviations related to prematurity and association to neurodevelopmental outcome
title_full_unstemmed Early structural connectivity within the sensorimotor network: Deviations related to prematurity and association to neurodevelopmental outcome
title_short Early structural connectivity within the sensorimotor network: Deviations related to prematurity and association to neurodevelopmental outcome
title_sort early structural connectivity within the sensorimotor network: deviations related to prematurity and association to neurodevelopmental outcome
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9732267/
https://www.ncbi.nlm.nih.gov/pubmed/36507362
http://dx.doi.org/10.3389/fnins.2022.932386
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