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Brain structural connectome in neonates with prenatal opioid exposure

INTRODUCTION: Infants with prenatal opioid exposure (POE) are shown to be at risk for poor long-term neurobehavioral and cognitive outcomes. Early detection of brain developmental alterations on neuroimaging could help in understanding the effect of opioids on the developing brain. Recent studies ha...

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Autores principales: Vishnubhotla, Ramana V., Zhao, Yi, Wen, Qiuting, Dietrich, Jonathan, Sokol, Gregory M., Sadhasivam, Senthilkumar, Radhakrishnan, Rupa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523134/
https://www.ncbi.nlm.nih.gov/pubmed/36188457
http://dx.doi.org/10.3389/fnins.2022.952322
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author Vishnubhotla, Ramana V.
Zhao, Yi
Wen, Qiuting
Dietrich, Jonathan
Sokol, Gregory M.
Sadhasivam, Senthilkumar
Radhakrishnan, Rupa
author_facet Vishnubhotla, Ramana V.
Zhao, Yi
Wen, Qiuting
Dietrich, Jonathan
Sokol, Gregory M.
Sadhasivam, Senthilkumar
Radhakrishnan, Rupa
author_sort Vishnubhotla, Ramana V.
collection PubMed
description INTRODUCTION: Infants with prenatal opioid exposure (POE) are shown to be at risk for poor long-term neurobehavioral and cognitive outcomes. Early detection of brain developmental alterations on neuroimaging could help in understanding the effect of opioids on the developing brain. Recent studies have shown altered brain functional network connectivity through the application of graph theoretical modeling, in infants with POE. In this study, we assess global brain structural connectivity through diffusion tensor imaging (DTI) metrics and apply graph theoretical modeling to brain structural connectivity in infants with POE. METHODS: In this prospective observational study in infants with POE and control infants, brain MRI including DTI was performed before completion of 3 months corrected postmenstrual age. Tractography was performed on the whole brain using a deterministic fiber tracking algorithm. Pairwise connectivity and network measure were calculated based on fiber count and fractional anisotropy (FA) values. Graph theoretical metrics were also derived. RESULTS: There were 11 POE and 18 unexposed infants included in the analysis. Pairwise connectivity based on fiber count showed alterations in 32 connections. Pairwise connectivity based on FA values showed alterations in 24 connections. Connections between the right superior frontal gyrus and right paracentral lobule and between the right superior occipital gyrus and right fusiform gyrus were significantly different after adjusting for multiple comparisons between POE infants and unexposed controls. Additionally, alterations in graph theoretical network metrics were identified with fiber count and FA value derived tracts. CONCLUSION: Comparisons show significant differences in fiber count in two structural connections. The long-term clinical outcomes related to these findings may be assessed in longitudinal follow-up studies.
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spelling pubmed-95231342022-10-01 Brain structural connectome in neonates with prenatal opioid exposure Vishnubhotla, Ramana V. Zhao, Yi Wen, Qiuting Dietrich, Jonathan Sokol, Gregory M. Sadhasivam, Senthilkumar Radhakrishnan, Rupa Front Neurosci Neuroscience INTRODUCTION: Infants with prenatal opioid exposure (POE) are shown to be at risk for poor long-term neurobehavioral and cognitive outcomes. Early detection of brain developmental alterations on neuroimaging could help in understanding the effect of opioids on the developing brain. Recent studies have shown altered brain functional network connectivity through the application of graph theoretical modeling, in infants with POE. In this study, we assess global brain structural connectivity through diffusion tensor imaging (DTI) metrics and apply graph theoretical modeling to brain structural connectivity in infants with POE. METHODS: In this prospective observational study in infants with POE and control infants, brain MRI including DTI was performed before completion of 3 months corrected postmenstrual age. Tractography was performed on the whole brain using a deterministic fiber tracking algorithm. Pairwise connectivity and network measure were calculated based on fiber count and fractional anisotropy (FA) values. Graph theoretical metrics were also derived. RESULTS: There were 11 POE and 18 unexposed infants included in the analysis. Pairwise connectivity based on fiber count showed alterations in 32 connections. Pairwise connectivity based on FA values showed alterations in 24 connections. Connections between the right superior frontal gyrus and right paracentral lobule and between the right superior occipital gyrus and right fusiform gyrus were significantly different after adjusting for multiple comparisons between POE infants and unexposed controls. Additionally, alterations in graph theoretical network metrics were identified with fiber count and FA value derived tracts. CONCLUSION: Comparisons show significant differences in fiber count in two structural connections. The long-term clinical outcomes related to these findings may be assessed in longitudinal follow-up studies. Frontiers Media S.A. 2022-09-16 /pmc/articles/PMC9523134/ /pubmed/36188457 http://dx.doi.org/10.3389/fnins.2022.952322 Text en Copyright © 2022 Vishnubhotla, Zhao, Wen, Dietrich, Sokol, Sadhasivam and Radhakrishnan. 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
Vishnubhotla, Ramana V.
Zhao, Yi
Wen, Qiuting
Dietrich, Jonathan
Sokol, Gregory M.
Sadhasivam, Senthilkumar
Radhakrishnan, Rupa
Brain structural connectome in neonates with prenatal opioid exposure
title Brain structural connectome in neonates with prenatal opioid exposure
title_full Brain structural connectome in neonates with prenatal opioid exposure
title_fullStr Brain structural connectome in neonates with prenatal opioid exposure
title_full_unstemmed Brain structural connectome in neonates with prenatal opioid exposure
title_short Brain structural connectome in neonates with prenatal opioid exposure
title_sort brain structural connectome in neonates with prenatal opioid exposure
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523134/
https://www.ncbi.nlm.nih.gov/pubmed/36188457
http://dx.doi.org/10.3389/fnins.2022.952322
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