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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...
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Published in: | European journal of pediatrics 2023-03, Vol.182 (3), p.1191-1200 |
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container_title | European journal of pediatrics |
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creator | 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 |
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.
What is Known:
•
Establishing an early, accurate neurodevelopmental prognosis in neonatal encephalopathy remains challenging.
•
Although structural MRI has a central role in neonatal encephalopathy, advanced MRI modalities are gradually being explored to optimize neurodevelopmental outcome knowledge.
What is New:
•
Newborns who later developed cerebral palsy had a trend towards lower fMRI measures in the right sensorimotor area during sensorimotor stimulation.
•
These preliminary fMRI results may improve future early delineation of motor prognosis in neonatal encephalopathy. |
doi_str_mv | 10.1007/s00431-022-04778-0 |
format | article |
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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.
What is Known:
•
Establishing an early, accurate neurodevelopmental prognosis in neonatal encephalopathy remains challenging.
•
Although structural MRI has a central role in neonatal encephalopathy, advanced MRI modalities are gradually being explored to optimize neurodevelopmental outcome knowledge.
What is New:
•
Newborns who later developed cerebral palsy had a trend towards lower fMRI measures in the right sensorimotor area during sensorimotor stimulation.
•
These preliminary fMRI results may improve future early delineation of motor prognosis in neonatal encephalopathy.</description><identifier>ISSN: 1432-1076</identifier><identifier>ISSN: 0340-6199</identifier><identifier>EISSN: 1432-1076</identifier><identifier>DOI: 10.1007/s00431-022-04778-0</identifier><identifier>PMID: 36607412</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Asphyxia ; Auditory evoked potentials ; Cerebral palsy ; Cerebral Palsy - diagnostic imaging ; Encephalopathy ; Female ; Functional magnetic resonance imaging ; Functional Neuroimaging ; Hearing loss ; Hemispheric laterality ; Humans ; Hypothermia ; Hypothermia, Induced - methods ; Hypoxia-Ischemia, Brain - diagnostic imaging ; Hypoxia-Ischemia, Brain - therapy ; Infant ; Infant, Newborn ; Infant, Newborn, Diseases - therapy ; Infants ; Magnetic resonance imaging ; Magnetic Resonance Imaging - methods ; Medical imaging ; Medical prognosis ; Medicine ; Medicine & Public Health ; Neonates ; Neuroimaging ; Newborn babies ; Paralysis ; Pediatrics ; Pregnancy ; Prognosis ; Sensorimotor system ; Sensory integration ; Visual stimuli</subject><ispartof>European journal of pediatrics, 2023-03, Vol.182 (3), p.1191-1200</ispartof><rights>The Author(s) 2023</rights><rights>2023. The Author(s).</rights><rights>The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c475t-157a8f32bd50ec84171aab670b87b7387dd0c442301122c97249b876c48ed48b3</citedby><cites>FETCH-LOGICAL-c475t-157a8f32bd50ec84171aab670b87b7387dd0c442301122c97249b876c48ed48b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36607412$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pinto, Carla R.</creatorcontrib><creatorcontrib>Duarte, João V.</creatorcontrib><creatorcontrib>Marques, Carla</creatorcontrib><creatorcontrib>Vicente, Inês N.</creatorcontrib><creatorcontrib>Paiva, Catarina</creatorcontrib><creatorcontrib>Éloi, João</creatorcontrib><creatorcontrib>Pereira, Daniela J.</creatorcontrib><creatorcontrib>Correia, Bárbara R.</creatorcontrib><creatorcontrib>Castelo-Branco, Miguel</creatorcontrib><creatorcontrib>Oliveira, Guiomar</creatorcontrib><title>The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy</title><title>European journal of pediatrics</title><addtitle>Eur J Pediatr</addtitle><addtitle>Eur J Pediatr</addtitle><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.
What is Known:
•
Establishing an early, accurate neurodevelopmental prognosis in neonatal encephalopathy remains challenging.
•
Although structural MRI has a central role in neonatal encephalopathy, advanced MRI modalities are gradually being explored to optimize neurodevelopmental outcome knowledge.
What is New:
•
Newborns who later developed cerebral palsy had a trend towards lower fMRI measures in the right sensorimotor area during sensorimotor stimulation.
•
These preliminary fMRI results may improve future early delineation of motor prognosis in neonatal encephalopathy.</description><subject>Asphyxia</subject><subject>Auditory evoked potentials</subject><subject>Cerebral palsy</subject><subject>Cerebral Palsy - diagnostic imaging</subject><subject>Encephalopathy</subject><subject>Female</subject><subject>Functional magnetic resonance imaging</subject><subject>Functional Neuroimaging</subject><subject>Hearing loss</subject><subject>Hemispheric laterality</subject><subject>Humans</subject><subject>Hypothermia</subject><subject>Hypothermia, Induced - methods</subject><subject>Hypoxia-Ischemia, Brain - diagnostic imaging</subject><subject>Hypoxia-Ischemia, Brain - therapy</subject><subject>Infant</subject><subject>Infant, Newborn</subject><subject>Infant, Newborn, Diseases - therapy</subject><subject>Infants</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Medical imaging</subject><subject>Medical prognosis</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Neonates</subject><subject>Neuroimaging</subject><subject>Newborn babies</subject><subject>Paralysis</subject><subject>Pediatrics</subject><subject>Pregnancy</subject><subject>Prognosis</subject><subject>Sensorimotor system</subject><subject>Sensory integration</subject><subject>Visual stimuli</subject><issn>1432-1076</issn><issn>0340-6199</issn><issn>1432-1076</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kctu1TAQhi0EotcXYIEisWET6lsyPiuEKihIlbopa8txJuekSuxgJ5XO23fSU0phwcqX_5t_boy9E_yT4BwuMudaiZJLWXINYEr-ih0LrWQpONSvX9yP2EnOd5yCNsK8ZUeqrjloIY9ZuN1hkeKARewKdGnYF90S_NzH4IYi4JJiP7ptH7ZFH4opYduTSK9HqcV7HOI0YpiJjsvs44h5JQOSwfqJweO0c0S5ebc_Y286N2Q8fzpP2c9vX28vv5fXN1c_Lr9cl15DNZeiAmc6JZu24uiNFiCca2rgjYEGlIG25V5rqbgQUvoNSL0hqfbaYKtNo07Z54PvtDQjtp4KTG6wU6Jm0t5G19u_ldDv7DbeWxqsVLXk5PDxySHFXwvm2Y599jgMjlpbspVQi42ptAZCP_yD3sUl0fxWygBUqlaSKHmgfIo5J-yeqxF8TQv2sE9L-7SP-7RrFe9f9vEc8nuBBKgDkEkKW0x_cv_H9gEQMa1t</recordid><startdate>20230301</startdate><enddate>20230301</enddate><creator>Pinto, Carla R.</creator><creator>Duarte, João V.</creator><creator>Marques, Carla</creator><creator>Vicente, Inês N.</creator><creator>Paiva, Catarina</creator><creator>Éloi, João</creator><creator>Pereira, Daniela J.</creator><creator>Correia, Bárbara R.</creator><creator>Castelo-Branco, Miguel</creator><creator>Oliveira, Guiomar</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9-</scope><scope>K9.</scope><scope>KB0</scope><scope>M0R</scope><scope>M0S</scope><scope>M1P</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20230301</creationdate><title>The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy</title><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></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c475t-157a8f32bd50ec84171aab670b87b7387dd0c442301122c97249b876c48ed48b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Asphyxia</topic><topic>Auditory evoked potentials</topic><topic>Cerebral palsy</topic><topic>Cerebral Palsy - diagnostic imaging</topic><topic>Encephalopathy</topic><topic>Female</topic><topic>Functional magnetic resonance imaging</topic><topic>Functional Neuroimaging</topic><topic>Hearing loss</topic><topic>Hemispheric laterality</topic><topic>Humans</topic><topic>Hypothermia</topic><topic>Hypothermia, Induced - methods</topic><topic>Hypoxia-Ischemia, Brain - diagnostic imaging</topic><topic>Hypoxia-Ischemia, Brain - therapy</topic><topic>Infant</topic><topic>Infant, Newborn</topic><topic>Infant, Newborn, Diseases - therapy</topic><topic>Infants</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Medical imaging</topic><topic>Medical prognosis</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Neonates</topic><topic>Neuroimaging</topic><topic>Newborn babies</topic><topic>Paralysis</topic><topic>Pediatrics</topic><topic>Pregnancy</topic><topic>Prognosis</topic><topic>Sensorimotor system</topic><topic>Sensory integration</topic><topic>Visual stimuli</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pinto, Carla R.</creatorcontrib><creatorcontrib>Duarte, João V.</creatorcontrib><creatorcontrib>Marques, Carla</creatorcontrib><creatorcontrib>Vicente, Inês N.</creatorcontrib><creatorcontrib>Paiva, Catarina</creatorcontrib><creatorcontrib>Éloi, João</creatorcontrib><creatorcontrib>Pereira, Daniela J.</creatorcontrib><creatorcontrib>Correia, Bárbara R.</creatorcontrib><creatorcontrib>Castelo-Branco, Miguel</creatorcontrib><creatorcontrib>Oliveira, Guiomar</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nursing & Allied Health Database</collection><collection>Neurosciences Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>Consumer Health Database (Alumni Edition)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Consumer Health Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Nursing & Allied Health Premium</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>European journal of pediatrics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pinto, Carla R.</au><au>Duarte, João V.</au><au>Marques, Carla</au><au>Vicente, Inês N.</au><au>Paiva, Catarina</au><au>Éloi, João</au><au>Pereira, Daniela J.</au><au>Correia, Bárbara R.</au><au>Castelo-Branco, Miguel</au><au>Oliveira, Guiomar</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy</atitle><jtitle>European journal of pediatrics</jtitle><stitle>Eur J Pediatr</stitle><addtitle>Eur J Pediatr</addtitle><date>2023-03-01</date><risdate>2023</risdate><volume>182</volume><issue>3</issue><spage>1191</spage><epage>1200</epage><pages>1191-1200</pages><issn>1432-1076</issn><issn>0340-6199</issn><eissn>1432-1076</eissn><abstract>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.
What is Known:
•
Establishing an early, accurate neurodevelopmental prognosis in neonatal encephalopathy remains challenging.
•
Although structural MRI has a central role in neonatal encephalopathy, advanced MRI modalities are gradually being explored to optimize neurodevelopmental outcome knowledge.
What is New:
•
Newborns who later developed cerebral palsy had a trend towards lower fMRI measures in the right sensorimotor area during sensorimotor stimulation.
•
These preliminary fMRI results may improve future early delineation of motor prognosis in neonatal encephalopathy.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>36607412</pmid><doi>10.1007/s00431-022-04778-0</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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source | Springer Link |
subjects | Asphyxia Auditory evoked potentials Cerebral palsy Cerebral Palsy - diagnostic imaging Encephalopathy Female Functional magnetic resonance imaging Functional Neuroimaging Hearing loss Hemispheric laterality Humans Hypothermia Hypothermia, Induced - methods Hypoxia-Ischemia, Brain - diagnostic imaging Hypoxia-Ischemia, Brain - therapy Infant Infant, Newborn Infant, Newborn, Diseases - therapy Infants Magnetic resonance imaging Magnetic Resonance Imaging - methods Medical imaging Medical prognosis Medicine Medicine & Public Health Neonates Neuroimaging Newborn babies Paralysis Pediatrics Pregnancy Prognosis Sensorimotor system Sensory integration Visual stimuli |
title | The role of early functional neuroimaging in predicting neurodevelopmental outcomes in neonatal encephalopathy |
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