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Global Brain Functional Network Connectivity in Infants With Prenatal Opioid Exposure

BACKGROUND: Infants with prenatal opioid and substance exposure are at higher risk of poor neurobehavioral outcomes in later childhood. Early brain imaging in infancy has the potential to identify early brain developmental alterations that may help predict behavioral outcomes in these children. In t...

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Autores principales: Radhakrishnan, Rupa, Vishnubhotla, Ramana V., Zhao, Yi, Yan, Jingwen, He, Bing, Steinhardt, Nicole, Haas, David M., Sokol, Gregory M., Sadhasivam, Senthilkumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8964084/
https://www.ncbi.nlm.nih.gov/pubmed/35359894
http://dx.doi.org/10.3389/fped.2022.847037
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author Radhakrishnan, Rupa
Vishnubhotla, Ramana V.
Zhao, Yi
Yan, Jingwen
He, Bing
Steinhardt, Nicole
Haas, David M.
Sokol, Gregory M.
Sadhasivam, Senthilkumar
author_facet Radhakrishnan, Rupa
Vishnubhotla, Ramana V.
Zhao, Yi
Yan, Jingwen
He, Bing
Steinhardt, Nicole
Haas, David M.
Sokol, Gregory M.
Sadhasivam, Senthilkumar
author_sort Radhakrishnan, Rupa
collection PubMed
description BACKGROUND: Infants with prenatal opioid and substance exposure are at higher risk of poor neurobehavioral outcomes in later childhood. Early brain imaging in infancy has the potential to identify early brain developmental alterations that may help predict behavioral outcomes in these children. In this study, using resting-state functional MRI in early infancy, we aim to identify differences in global brain network connectivity in infants with prenatal opioid and substance exposure compared to healthy control infants. METHODS AND MATERIALS: In this prospective study, we recruited 23 infants with prenatal opioid exposure and 29 healthy opioid naïve infants. All subjects underwent brain resting-state functional MRI before 3 months postmenstrual age. Covariate Assisted Principal (CAP) regression was performed to identify brain networks within which functional connectivity was associated with opioid exposure after adjusting for sex and gestational age. Associations of these significant networks with maternal comorbidities were also evaluated. Additionally, graph network metrics were assessed in these CAP networks. RESULTS: There were four CAP network components that were significantly different between the opioid exposed and healthy control infants. Two of these four networks were associated with maternal psychological factors. Intra-network graph metrics, namely average flow coefficient, clustering coefficient and transitivity were also significantly different in opioid exposed infants compared to healthy controls. CONCLUSION: Prenatal opioid exposure is associated with alterations in global brain functional networks compared to non-opioid exposed infants, with intra-network alterations in graph network modeling. These network alterations were also associated with maternal comorbidity, especially mental health. Large-scale longitudinal studies can help in understanding the clinical implications of these early brain functional network alterations in infants with prenatal opioid exposure.
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spelling pubmed-89640842022-03-30 Global Brain Functional Network Connectivity in Infants With Prenatal Opioid Exposure Radhakrishnan, Rupa Vishnubhotla, Ramana V. Zhao, Yi Yan, Jingwen He, Bing Steinhardt, Nicole Haas, David M. Sokol, Gregory M. Sadhasivam, Senthilkumar Front Pediatr Pediatrics BACKGROUND: Infants with prenatal opioid and substance exposure are at higher risk of poor neurobehavioral outcomes in later childhood. Early brain imaging in infancy has the potential to identify early brain developmental alterations that may help predict behavioral outcomes in these children. In this study, using resting-state functional MRI in early infancy, we aim to identify differences in global brain network connectivity in infants with prenatal opioid and substance exposure compared to healthy control infants. METHODS AND MATERIALS: In this prospective study, we recruited 23 infants with prenatal opioid exposure and 29 healthy opioid naïve infants. All subjects underwent brain resting-state functional MRI before 3 months postmenstrual age. Covariate Assisted Principal (CAP) regression was performed to identify brain networks within which functional connectivity was associated with opioid exposure after adjusting for sex and gestational age. Associations of these significant networks with maternal comorbidities were also evaluated. Additionally, graph network metrics were assessed in these CAP networks. RESULTS: There were four CAP network components that were significantly different between the opioid exposed and healthy control infants. Two of these four networks were associated with maternal psychological factors. Intra-network graph metrics, namely average flow coefficient, clustering coefficient and transitivity were also significantly different in opioid exposed infants compared to healthy controls. CONCLUSION: Prenatal opioid exposure is associated with alterations in global brain functional networks compared to non-opioid exposed infants, with intra-network alterations in graph network modeling. These network alterations were also associated with maternal comorbidity, especially mental health. Large-scale longitudinal studies can help in understanding the clinical implications of these early brain functional network alterations in infants with prenatal opioid exposure. Frontiers Media S.A. 2022-03-14 /pmc/articles/PMC8964084/ /pubmed/35359894 http://dx.doi.org/10.3389/fped.2022.847037 Text en Copyright © 2022 Radhakrishnan, Vishnubhotla, Zhao, Yan, He, Steinhardt, Haas, Sokol and Sadhasivam. 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 Pediatrics
Radhakrishnan, Rupa
Vishnubhotla, Ramana V.
Zhao, Yi
Yan, Jingwen
He, Bing
Steinhardt, Nicole
Haas, David M.
Sokol, Gregory M.
Sadhasivam, Senthilkumar
Global Brain Functional Network Connectivity in Infants With Prenatal Opioid Exposure
title Global Brain Functional Network Connectivity in Infants With Prenatal Opioid Exposure
title_full Global Brain Functional Network Connectivity in Infants With Prenatal Opioid Exposure
title_fullStr Global Brain Functional Network Connectivity in Infants With Prenatal Opioid Exposure
title_full_unstemmed Global Brain Functional Network Connectivity in Infants With Prenatal Opioid Exposure
title_short Global Brain Functional Network Connectivity in Infants With Prenatal Opioid Exposure
title_sort global brain functional network connectivity in infants with prenatal opioid exposure
topic Pediatrics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8964084/
https://www.ncbi.nlm.nih.gov/pubmed/35359894
http://dx.doi.org/10.3389/fped.2022.847037
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