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Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury

BACKGROUND: An accurate and comprehensive test of integrated brain network function is needed for neonates during the acute brain injury period to inform on morbidity. This retrospective cohort study assessed whether integrated brain network function acquired by resting state functional MRI during t...

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Autores principales: Boerwinkle, Varina L., Sussman, Bethany L., Manjón, Iliana, Mirea, Lucia, Suleman, Saher, Wyckoff, Sarah N., Bonnell, Alexandra, Orgill, Andrew, Tom, Deborah J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8851268/
https://www.ncbi.nlm.nih.gov/pubmed/35152054
http://dx.doi.org/10.1016/j.nicl.2022.102962
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author Boerwinkle, Varina L.
Sussman, Bethany L.
Manjón, Iliana
Mirea, Lucia
Suleman, Saher
Wyckoff, Sarah N.
Bonnell, Alexandra
Orgill, Andrew
Tom, Deborah J.
author_facet Boerwinkle, Varina L.
Sussman, Bethany L.
Manjón, Iliana
Mirea, Lucia
Suleman, Saher
Wyckoff, Sarah N.
Bonnell, Alexandra
Orgill, Andrew
Tom, Deborah J.
author_sort Boerwinkle, Varina L.
collection PubMed
description BACKGROUND: An accurate and comprehensive test of integrated brain network function is needed for neonates during the acute brain injury period to inform on morbidity. This retrospective cohort study assessed whether integrated brain network function acquired by resting state functional MRI during the acute period in neonates with brain injury, is associated with acute exam, neonatal mortality, and 6-month outcomes. METHODS: Study subjects included 40 consecutive neonates with resting state functional MRI acquired within 31 days after suspected brain insult from March 2018 to July 2019 at Phoenix Children’s Hospital. Acute-period exam and test results were assigned ordinal scores based on severity as documented by respective treating specialists. Analyses (Fisher exact, Wilcoxon-rank sum test, ordinal/multinomial logistic regression) examined association of resting state networks with demographics, presentation, neurological exam, electroencephalogram, anatomical MRI, magnetic resonance spectroscopy, passive task functional MRI, and outcomes of discharge condition, outpatient development, motor tone, seizure, and mortality. RESULTS: Subjects had a mean (standard deviation) gestational age of 37.8 (2.6) weeks, a majority were male (63%), with a diagnosis of hypoxic ischemic encephalopathy (68%). Findings at birth included mild distress (48%), moderately abnormal neurological exam (33%), and consciousness characterized as awake but irritable (40%). Significant associations after multiple testing corrections were detected for resting state networks: basal ganglia with outpatient developmental delay (odds ratio [OR], 14.5; 99.4% confidence interval [CI], 2.00–105; P < .001) and motor tone/weakness (OR, 9.98; 99.4% CI, 1.72–57.9; P < .001); language/frontoparietal network with discharge condition (OR, 5.13; 99.4% CI, 1.22–21.5; P = .002) and outpatient developmental delay (OR, 4.77; 99.4% CI, 1.21–18.7; P=.002); default mode network with discharge condition (OR, 3.72; 99.4% CI, 1.01–13.78; P=.006) and neurological exam (P = .002 (FE); OR, 11.8; 99.4% CI, 0.73–191; P = .01 (OLR)); and seizure onset zone with motor tone/weakness (OR, 3.31; 99.4% CI, 1.08–10.1; P=.003). Resting state networks were not detected in three neonates, who died prior to discharge. CONCLUSIONS: This study provides level 3 evidence (OCEBM Levels of Evidence Working Group) demonstrating that in neonatal acute brain injury, the degree of abnormality of resting state networks is associated with acute exam and outcomes. Total lack of brain network detection was only found in patients who did not survive.
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spelling pubmed-88512682022-02-22 Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury Boerwinkle, Varina L. Sussman, Bethany L. Manjón, Iliana Mirea, Lucia Suleman, Saher Wyckoff, Sarah N. Bonnell, Alexandra Orgill, Andrew Tom, Deborah J. Neuroimage Clin Regular Article BACKGROUND: An accurate and comprehensive test of integrated brain network function is needed for neonates during the acute brain injury period to inform on morbidity. This retrospective cohort study assessed whether integrated brain network function acquired by resting state functional MRI during the acute period in neonates with brain injury, is associated with acute exam, neonatal mortality, and 6-month outcomes. METHODS: Study subjects included 40 consecutive neonates with resting state functional MRI acquired within 31 days after suspected brain insult from March 2018 to July 2019 at Phoenix Children’s Hospital. Acute-period exam and test results were assigned ordinal scores based on severity as documented by respective treating specialists. Analyses (Fisher exact, Wilcoxon-rank sum test, ordinal/multinomial logistic regression) examined association of resting state networks with demographics, presentation, neurological exam, electroencephalogram, anatomical MRI, magnetic resonance spectroscopy, passive task functional MRI, and outcomes of discharge condition, outpatient development, motor tone, seizure, and mortality. RESULTS: Subjects had a mean (standard deviation) gestational age of 37.8 (2.6) weeks, a majority were male (63%), with a diagnosis of hypoxic ischemic encephalopathy (68%). Findings at birth included mild distress (48%), moderately abnormal neurological exam (33%), and consciousness characterized as awake but irritable (40%). Significant associations after multiple testing corrections were detected for resting state networks: basal ganglia with outpatient developmental delay (odds ratio [OR], 14.5; 99.4% confidence interval [CI], 2.00–105; P < .001) and motor tone/weakness (OR, 9.98; 99.4% CI, 1.72–57.9; P < .001); language/frontoparietal network with discharge condition (OR, 5.13; 99.4% CI, 1.22–21.5; P = .002) and outpatient developmental delay (OR, 4.77; 99.4% CI, 1.21–18.7; P=.002); default mode network with discharge condition (OR, 3.72; 99.4% CI, 1.01–13.78; P=.006) and neurological exam (P = .002 (FE); OR, 11.8; 99.4% CI, 0.73–191; P = .01 (OLR)); and seizure onset zone with motor tone/weakness (OR, 3.31; 99.4% CI, 1.08–10.1; P=.003). Resting state networks were not detected in three neonates, who died prior to discharge. CONCLUSIONS: This study provides level 3 evidence (OCEBM Levels of Evidence Working Group) demonstrating that in neonatal acute brain injury, the degree of abnormality of resting state networks is associated with acute exam and outcomes. Total lack of brain network detection was only found in patients who did not survive. Elsevier 2022-02-09 /pmc/articles/PMC8851268/ /pubmed/35152054 http://dx.doi.org/10.1016/j.nicl.2022.102962 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Regular Article
Boerwinkle, Varina L.
Sussman, Bethany L.
Manjón, Iliana
Mirea, Lucia
Suleman, Saher
Wyckoff, Sarah N.
Bonnell, Alexandra
Orgill, Andrew
Tom, Deborah J.
Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury
title Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury
title_full Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury
title_fullStr Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury
title_full_unstemmed Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury
title_short Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury
title_sort association of network connectivity via resting state functional mri with consciousness, mortality, and outcomes in neonatal acute brain injury
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8851268/
https://www.ncbi.nlm.nih.gov/pubmed/35152054
http://dx.doi.org/10.1016/j.nicl.2022.102962
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