Potential value of quantitative magnetic susceptibility mapping for the assessment of neonatal hyperbilirubinemic brain injury: A retrospective cohort study based on propensity score matching method

The aim of the study was to explore the iron contend of patients with neonatal hyperbilirubinemia (NHB) and its correlation with clinical indicators. A total of 34 patients with NHB and 15 subjects in healthy controls (HC) group were included and underwent laboratory examinations and magnetic resona...

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Published inNeuroscience Vol. 573; pp. 408 - 417
Main Authors Wang, Yuanyuan, Yang, Linfeng, Liu, Xiangyu, Chen, Tao, Sui, Chaofan, Wang, Na, Nie, Wenying, Guo, Lingfei
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 07.05.2025
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Abstract The aim of the study was to explore the iron contend of patients with neonatal hyperbilirubinemia (NHB) and its correlation with clinical indicators. A total of 34 patients with NHB and 15 subjects in healthy controls (HC) group were included and underwent laboratory examinations and magnetic resonance imaging (MRI) for QSM. The propensity score matching (PSM) method was used to perform 1:1 no-return matching of subjects in the NHB and HC groups, and then the correlation analysis of the susceptibility values of each brain region with the clinical parameter was explored again, as well as the factors influencing the susceptibility values of each brain region were probed by multivariate linear regression analyses. The area under the curve (AUC) for each brain region was obtained via receiver operating characteristic (ROC) curve analysis. The susceptibility values of the left putamen and left globus pallidum in NHB group were significantly greater than those in the HC group after PSM. And the susceptibility values of the left putamen were significantly positively correlated with serum bilirubin concentrations after PSM. The multiple linear regression analysis revealed that the susceptibility values of the left putamen were influenced by age and serum bilirubin concentrations. According to the ROC curves, the susceptibility values of the left putamen and left globus pallidus has the ability to diagnose NHB. This study revealed that the initial brain damage manifestation in NHB patients may be abnormal iron content in the left putamen and left globus pallidus.
AbstractList The aim of the study was to explore the iron contend of patients with neonatal hyperbilirubinemia (NHB) and its correlation with clinical indicators. A total of 34 patients with NHB and 15 subjects in healthy controls (HC) group were included and underwent laboratory examinations and magnetic resonance imaging (MRI) for QSM. The propensity score matching (PSM) method was used to perform 1:1 no-return matching of subjects in the NHB and HC groups, and then the correlation analysis of the susceptibility values of each brain region with the clinical parameter was explored again, as well as the factors influencing the susceptibility values of each brain region were probed by multivariate linear regression analyses. The area under the curve (AUC) for each brain region was obtained via receiver operating characteristic (ROC) curve analysis. The susceptibility values of the left putamen and left globus pallidum in NHB group were significantly greater than those in the HC group after PSM. And the susceptibility values of the left putamen were significantly positively correlated with serum bilirubin concentrations after PSM. The multiple linear regression analysis revealed that the susceptibility values of the left putamen were influenced by age and serum bilirubin concentrations. According to the ROC curves, the susceptibility values of the left putamen and left globus pallidus has the ability to diagnose NHB. This study revealed that the initial brain damage manifestation in NHB patients may be abnormal iron content in the left putamen and left globus pallidus.
The aim of the study was to explore the iron contend of patients with neonatal hyperbilirubinemia (NHB) and its correlation with clinical indicators.PURPOSEThe aim of the study was to explore the iron contend of patients with neonatal hyperbilirubinemia (NHB) and its correlation with clinical indicators.A total of 34 patients with NHB and 15 subjects in healthy controls (HC) group were included and underwent laboratory examinations and magnetic resonance imaging (MRI) for QSM. The propensity score matching (PSM) method was used to perform 1:1 no-return matching of subjects in the NHB and HC groups, and then the correlation analysis of the susceptibility values of each brain region with the clinical parameter was explored again, as well as the factors influencing the susceptibility values of each brain region were probed by multivariate linear regression analyses. The area under the curve (AUC) for each brain region was obtained via receiver operating characteristic (ROC) curve analysis.METHODSA total of 34 patients with NHB and 15 subjects in healthy controls (HC) group were included and underwent laboratory examinations and magnetic resonance imaging (MRI) for QSM. The propensity score matching (PSM) method was used to perform 1:1 no-return matching of subjects in the NHB and HC groups, and then the correlation analysis of the susceptibility values of each brain region with the clinical parameter was explored again, as well as the factors influencing the susceptibility values of each brain region were probed by multivariate linear regression analyses. The area under the curve (AUC) for each brain region was obtained via receiver operating characteristic (ROC) curve analysis.The susceptibility values of the left putamen and left globus pallidum in NHB group were significantly greater than those in the HC group after PSM. And the susceptibility values of the left putamen were significantly positively correlated with serum bilirubin concentrations after PSM. The multiple linear regression analysis revealed that the susceptibility values of the left putamen were influenced by age and serum bilirubin concentrations. According to the ROC curves, the susceptibility values of the left putamen and left globus pallidus has the ability to diagnose NHB.RESULTSThe susceptibility values of the left putamen and left globus pallidum in NHB group were significantly greater than those in the HC group after PSM. And the susceptibility values of the left putamen were significantly positively correlated with serum bilirubin concentrations after PSM. The multiple linear regression analysis revealed that the susceptibility values of the left putamen were influenced by age and serum bilirubin concentrations. According to the ROC curves, the susceptibility values of the left putamen and left globus pallidus has the ability to diagnose NHB.This study revealed that the initial brain damage manifestation in NHB patients may be abnormal iron content in the left putamen and left globus pallidus.CONCLUSIONThis study revealed that the initial brain damage manifestation in NHB patients may be abnormal iron content in the left putamen and left globus pallidus.
Author Wang, Yuanyuan
Nie, Wenying
Liu, Xiangyu
Chen, Tao
Wang, Na
Yang, Linfeng
Sui, Chaofan
Guo, Lingfei
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  orcidid: 0000-0002-0641-8411
  surname: Wang
  fullname: Wang, Yuanyuan
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  organization: School of Medical Imaging, Binzhou Medical University, Yantai, Shangdong Province, China, Guanhai Road No.346, Yantai, Shandong 264003, China
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  surname: Yang
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  organization: Department of Radiology, Jinan Maternity and Child Care Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, China, 2 Jian-guo xiao jing-san Road, Jinan, Shandong 250001, China
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  givenname: Xiangyu
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  surname: Liu
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  organization: Department of Radiology, Jinan Maternity and Child Care Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, China, 2 Jian-guo xiao jing-san Road, Jinan, Shandong 250001, China
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  givenname: Tao
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  organization: Department of Clinical Laboratory, Jinan Maternity and Child Care Hospital Affiliated to Shandong First Medical University, Jinan 250001 Shandong Province, China
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  givenname: Chaofan
  orcidid: 0000-0002-1049-3772
  surname: Sui
  fullname: Sui, Chaofan
  email: 15163693053@163.com
  organization: Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China, Jing-wu Road No. 324, Jinan 250021, China
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  givenname: Na
  orcidid: 0000-0001-6191-4760
  surname: Wang
  fullname: Wang, Na
  email: wangna133788@163.com
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  givenname: Wenying
  orcidid: 0000-0001-5135-355X
  surname: Nie
  fullname: Nie, Wenying
  email: goodddd@163.com
  organization: Jinan Maternity And Child Care Hospital Affiliated to Shandong First Medical University, Jinan 250001 Shandong Province, China
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  givenname: Lingfei
  orcidid: 0000-0002-4885-625X
  surname: Guo
  fullname: Guo, Lingfei
  email: glfsci@163.com
  organization: Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China, Jing-wu Road No. 324, Jinan 250021, China
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Keywords Brain iron content
Quantitative susceptibility mapping
Magnetic resonance imaging
Neonatal hyperbilirubinemia
Intensity of myelination
Language English
License Copyright © 2025 International Brain Research Organization (IBRO). Published by Elsevier Inc. All rights reserved.
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Snippet The aim of the study was to explore the iron contend of patients with neonatal hyperbilirubinemia (NHB) and its correlation with clinical indicators. A total...
The aim of the study was to explore the iron contend of patients with neonatal hyperbilirubinemia (NHB) and its correlation with clinical indicators.PURPOSEThe...
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SubjectTerms Bilirubin - blood
Brain - diagnostic imaging
Brain Injuries - diagnostic imaging
Brain Injuries - etiology
Brain iron content
Brain Mapping - methods
Female
Humans
Hyperbilirubinemia, Neonatal - complications
Hyperbilirubinemia, Neonatal - diagnostic imaging
Infant, Newborn
Intensity of myelination
Iron - metabolism
Magnetic resonance imaging
Magnetic Resonance Imaging - methods
Male
Neonatal hyperbilirubinemia
Propensity Score
Quantitative susceptibility mapping
Retrospective Studies
ROC Curve
Title Potential value of quantitative magnetic susceptibility mapping for the assessment of neonatal hyperbilirubinemic brain injury: A retrospective cohort study based on propensity score matching method
URI https://www.clinicalkey.com/#!/content/1-s2.0-S0306452225002593
https://dx.doi.org/10.1016/j.neuroscience.2025.03.057
https://www.ncbi.nlm.nih.gov/pubmed/40157633
https://www.proquest.com/docview/3184019146
Volume 573
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