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Resting-state brain networks in neonatal hypoxic-ischemic brain damage: a functional near-infrared spectroscopy study
Significance: There is an emerging need for convenient and continuous bedside monitoring of full-term newborns with hypoxic-ischemic brain damage (HIBD) to determine whether early intervention is required. Functional near-infrared spectroscopy (fNIRS)-based resting-state brain network analysis, whic...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8119736/ https://www.ncbi.nlm.nih.gov/pubmed/33997105 http://dx.doi.org/10.1117/1.NPh.8.2.025007 |
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author | Zhang, Shen Peng, Cheng Yang, Yang Wang, Daifa Hou, Xinlin Li, Deyu |
author_facet | Zhang, Shen Peng, Cheng Yang, Yang Wang, Daifa Hou, Xinlin Li, Deyu |
author_sort | Zhang, Shen |
collection | PubMed |
description | Significance: There is an emerging need for convenient and continuous bedside monitoring of full-term newborns with hypoxic-ischemic brain damage (HIBD) to determine whether early intervention is required. Functional near-infrared spectroscopy (fNIRS)-based resting-state brain network analysis, which could provide an effective evaluation method, remains to be extensively studied. Aim: Our study aims to verify the feasibility of fNIRS-based resting-state brain networks for evaluating brain function in infants with HIBD to provide a new and effective means for clinical research in neonatal HIBD. Approach: Thirteen neonates with HIBD were scanned using fNIRS in the resting state. The brain network properties were explored to attempt to extract effective features as recognition indicators. Results: Compared with healthy controls, newborns with HIBD showed decreased brain functional connectivity. Specifically, there were severe losses of long-range functional connectivity of the contralateral parietal-temporal lobe, contralateral parietal-frontal lobe, and contralateral parietal lobe. The node degree showed a widespread decrease in the left frontal middle gyrus, left superior frontal gyrus dorsal, and right central posterior gyrus. However, newborns with HIBD showed a significantly higher local network efficiency (* [Formula: see text]). Subsequently, network indicators based on small-worldness, local efficiency, modularity, and normalized clustering coefficient were extracted for HIBD identification with the accuracy observed as 79.17%. Conclusions: Our findings indicate that fNIRS-based resting-state brain network analysis could support early HIBD diagnosis. |
format | Online Article Text |
id | pubmed-8119736 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Society of Photo-Optical Instrumentation Engineers |
record_format | MEDLINE/PubMed |
spelling | pubmed-81197362021-05-14 Resting-state brain networks in neonatal hypoxic-ischemic brain damage: a functional near-infrared spectroscopy study Zhang, Shen Peng, Cheng Yang, Yang Wang, Daifa Hou, Xinlin Li, Deyu Neurophotonics Research Papers Significance: There is an emerging need for convenient and continuous bedside monitoring of full-term newborns with hypoxic-ischemic brain damage (HIBD) to determine whether early intervention is required. Functional near-infrared spectroscopy (fNIRS)-based resting-state brain network analysis, which could provide an effective evaluation method, remains to be extensively studied. Aim: Our study aims to verify the feasibility of fNIRS-based resting-state brain networks for evaluating brain function in infants with HIBD to provide a new and effective means for clinical research in neonatal HIBD. Approach: Thirteen neonates with HIBD were scanned using fNIRS in the resting state. The brain network properties were explored to attempt to extract effective features as recognition indicators. Results: Compared with healthy controls, newborns with HIBD showed decreased brain functional connectivity. Specifically, there were severe losses of long-range functional connectivity of the contralateral parietal-temporal lobe, contralateral parietal-frontal lobe, and contralateral parietal lobe. The node degree showed a widespread decrease in the left frontal middle gyrus, left superior frontal gyrus dorsal, and right central posterior gyrus. However, newborns with HIBD showed a significantly higher local network efficiency (* [Formula: see text]). Subsequently, network indicators based on small-worldness, local efficiency, modularity, and normalized clustering coefficient were extracted for HIBD identification with the accuracy observed as 79.17%. Conclusions: Our findings indicate that fNIRS-based resting-state brain network analysis could support early HIBD diagnosis. Society of Photo-Optical Instrumentation Engineers 2021-05-14 2021-04 /pmc/articles/PMC8119736/ /pubmed/33997105 http://dx.doi.org/10.1117/1.NPh.8.2.025007 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI. |
spellingShingle | Research Papers Zhang, Shen Peng, Cheng Yang, Yang Wang, Daifa Hou, Xinlin Li, Deyu Resting-state brain networks in neonatal hypoxic-ischemic brain damage: a functional near-infrared spectroscopy study |
title | Resting-state brain networks in neonatal hypoxic-ischemic brain damage: a functional near-infrared spectroscopy study |
title_full | Resting-state brain networks in neonatal hypoxic-ischemic brain damage: a functional near-infrared spectroscopy study |
title_fullStr | Resting-state brain networks in neonatal hypoxic-ischemic brain damage: a functional near-infrared spectroscopy study |
title_full_unstemmed | Resting-state brain networks in neonatal hypoxic-ischemic brain damage: a functional near-infrared spectroscopy study |
title_short | Resting-state brain networks in neonatal hypoxic-ischemic brain damage: a functional near-infrared spectroscopy study |
title_sort | resting-state brain networks in neonatal hypoxic-ischemic brain damage: a functional near-infrared spectroscopy study |
topic | Research Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8119736/ https://www.ncbi.nlm.nih.gov/pubmed/33997105 http://dx.doi.org/10.1117/1.NPh.8.2.025007 |
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