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The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy
Reliably assessing the early neurodevelopmental outcomes in infants with neonatal encephalopathy (NE) is of utmost importance to advise parents and implement early and personalized interventions. We aimed to evaluate the accuracy of neuroimaging modalities, including functional magnetic resonance im...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10023620/ https://www.ncbi.nlm.nih.gov/pubmed/36607412 http://dx.doi.org/10.1007/s00431-022-04778-0 |
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author | Pinto, Carla R. Duarte, João V. Marques, Carla Vicente, Inês N. Paiva, Catarina Éloi, João Pereira, Daniela J. Correia, Bárbara R. Castelo-Branco, Miguel Oliveira, Guiomar |
author_facet | Pinto, Carla R. Duarte, João V. Marques, Carla Vicente, Inês N. Paiva, Catarina Éloi, João Pereira, Daniela J. Correia, Bárbara R. Castelo-Branco, Miguel Oliveira, Guiomar |
author_sort | Pinto, Carla R. |
collection | PubMed |
description | Reliably assessing the early neurodevelopmental outcomes in infants with neonatal encephalopathy (NE) is of utmost importance to advise parents and implement early and personalized interventions. We aimed to evaluate the accuracy of neuroimaging modalities, including functional magnetic resonance imaging (fMRI) in predicting neurodevelopmental outcomes in NE. Eighteen newborns with NE due to presumed perinatal asphyxia (PA) were included in the study, 16 of whom underwent therapeutic hypothermia. Structural magnetic resonance imaging (MRI), and fMRI during passive visual, auditory, and sensorimotor stimulation were acquired between the 10th and 14th day of age. Clinical follow-up protocol included visual and auditory evoked potentials and a detailed neurodevelopmental evaluation at 12 and 18 months of age. Infants were divided according to sensory and neurodevelopmental outcome: severe, moderate disability, or normal. Structural MRI findings were the best predictor of severe disability with an AUC close to 1.0. There were no good predictors to discriminate between moderate disability versus normal outcome. Nevertheless, structural MRI measures showed a significant correlation with the scores of neurodevelopmental assessments. During sensorimotor stimulation, the fMRI signal in the right hemisphere had an AUC of 0.9 to predict absence of cerebral palsy (CP). fMRI measures during auditory and visual stimulation did not predict sensorineural hearing loss or cerebral visual impairment. Conclusion: In addition to structural MRI, fMRI with sensorimotor stimulation may open the gate to improve the knowledge of neurodevelopmental/motor prognosis if proven in a larger cohort of newborns with NE. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00431-022-04778-0. |
format | Online Article Text |
id | pubmed-10023620 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-100236202023-03-19 The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy Pinto, Carla R. Duarte, João V. Marques, Carla Vicente, Inês N. Paiva, Catarina Éloi, João Pereira, Daniela J. Correia, Bárbara R. Castelo-Branco, Miguel Oliveira, Guiomar Eur J Pediatr Research Reliably assessing the early neurodevelopmental outcomes in infants with neonatal encephalopathy (NE) is of utmost importance to advise parents and implement early and personalized interventions. We aimed to evaluate the accuracy of neuroimaging modalities, including functional magnetic resonance imaging (fMRI) in predicting neurodevelopmental outcomes in NE. Eighteen newborns with NE due to presumed perinatal asphyxia (PA) were included in the study, 16 of whom underwent therapeutic hypothermia. Structural magnetic resonance imaging (MRI), and fMRI during passive visual, auditory, and sensorimotor stimulation were acquired between the 10th and 14th day of age. Clinical follow-up protocol included visual and auditory evoked potentials and a detailed neurodevelopmental evaluation at 12 and 18 months of age. Infants were divided according to sensory and neurodevelopmental outcome: severe, moderate disability, or normal. Structural MRI findings were the best predictor of severe disability with an AUC close to 1.0. There were no good predictors to discriminate between moderate disability versus normal outcome. Nevertheless, structural MRI measures showed a significant correlation with the scores of neurodevelopmental assessments. During sensorimotor stimulation, the fMRI signal in the right hemisphere had an AUC of 0.9 to predict absence of cerebral palsy (CP). fMRI measures during auditory and visual stimulation did not predict sensorineural hearing loss or cerebral visual impairment. Conclusion: In addition to structural MRI, fMRI with sensorimotor stimulation may open the gate to improve the knowledge of neurodevelopmental/motor prognosis if proven in a larger cohort of newborns with NE. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00431-022-04778-0. Springer Berlin Heidelberg 2023-01-06 2023 /pmc/articles/PMC10023620/ /pubmed/36607412 http://dx.doi.org/10.1007/s00431-022-04778-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Pinto, Carla R. Duarte, João V. Marques, Carla Vicente, Inês N. Paiva, Catarina Éloi, João Pereira, Daniela J. Correia, Bárbara R. Castelo-Branco, Miguel Oliveira, Guiomar The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy |
title | The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy |
title_full | The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy |
title_fullStr | The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy |
title_full_unstemmed | The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy |
title_short | The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy |
title_sort | role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10023620/ https://www.ncbi.nlm.nih.gov/pubmed/36607412 http://dx.doi.org/10.1007/s00431-022-04778-0 |
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