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Cizmeci MN, Christensen R, van Steenis A, de Vries LS. Neuroprognostication in neonatal encephalopathy due to presumed hypoxic-ischemic encephalopathy. Pediatr Res 2025:10.1038/s41390-025-04058-1. [PMID: 40188218 DOI: 10.1038/s41390-025-04058-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2024] [Revised: 03/19/2025] [Accepted: 03/21/2025] [Indexed: 04/07/2025]
Abstract
Over the last two decades, significant progress has been made in the management of neonatal encephalopathy due to presumed hypoxic-ischemic encephalopathy. One key area that requires improvement is timely and accurate neuroprognostication in this population to identify infants who may benefit from early interventions and harness the maximum neuroplastic capacity of the developing brain. Improved neuroprognostication also has the potential to foster more effective communication of findings to caregivers. In this review, we explore whether improved neuroprognostication is possible by assessing clinical, biochemical, electrographic, neurophysiological, and neuroimaging biomarkers and their role in neuroprognostication. IMPACT STATEMENT: Over the last two decades, significant progress has been made in the management of neonatal encephalopathy due to presumed hypoxic-ischemic encephalopathy. One key area that requires improvement is timely and accurate neuroprognostication in this population to identify infants who may benefit from early interventions and harness the maximum neuroplastic capacity of the developing brain. In this review article, we discuss general concepts and principles of neuroprognostication and the role of each prognostic marker.
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Affiliation(s)
- Mehmet N Cizmeci
- Division of Neonatology, The Hospital for Sick Children, and Department of Paediatrics, University of Toronto, Toronto, ON, Canada.
| | - Rhandi Christensen
- Division of Neurology, The Hospital for Sick Children, and Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Andrea van Steenis
- Willem-Alexander Children's Hospital, Department of Pediatrics, Division of Neonatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Linda S de Vries
- Willem-Alexander Children's Hospital, Department of Pediatrics, Division of Neonatology, Leiden University Medical Center, Leiden, the Netherlands
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Lewis JD, Miran AA, Stoopler M, Branson HM, Danguecan A, Raghu K, Ly LG, Cizmeci MN, Kalish BT. Automated Neuroprognostication Via Machine Learning in Neonates with Hypoxic-Ischemic Encephalopathy. Ann Neurol 2025; 97:791-802. [PMID: 39655476 PMCID: PMC11889534 DOI: 10.1002/ana.27154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 10/09/2024] [Accepted: 11/25/2024] [Indexed: 01/03/2025]
Abstract
OBJECTIVES Neonatal hypoxic-ischemic encephalopathy is a serious neurologic condition associated with death or neurodevelopmental impairments. Magnetic resonance imaging (MRI) is routinely used for neuroprognostication, but there is substantial subjectivity and uncertainty about neurodevelopmental outcome prediction. We sought to develop an objective and automated approach for the analysis of newborn brain MRI to improve the accuracy of prognostication. METHODS We created an anatomic MRI template from a sample of 286 infants treated with therapeutic hypothermia, and labeled the deep gray-matter structures. We extracted quantitative information, including shape-related information, and information represented by complex patterns (radiomic measures), from each of these structures in all infants. We then trained an elastic net model to use either only these measures, only the infants' demographic and laboratory data, or both, to predict neurodevelopmental outcomes, as measured by the Bayley Scales of Infant and Toddler Development at 18 months of age. RESULTS Among those infants for whom Bayley scores were available for cognitive, language, and motor outcomes, we found sets of MRI-based measures that could predict their Bayley scores with correlations that were greater than the correlations based on only the demographic and laboratory data, explained more of the variance in the observed scores, and generated a smaller error; predictions based on the combination of the demographic-laboratory and MRI-based measures were similar or marginally better. INTERPRETATION Our findings show that machine learning models using MRI-based measures can predict neurodevelopmental outcomes in neonates with hypoxic-ischemic encephalopathy across all neurodevelopmental domains and across the full spectrum of outcomes. ANN NEUROL 2025;97:791-802.
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Affiliation(s)
- John D. Lewis
- Program in Neuroscience and Mental Health, SickKids Research InstituteTorontoCanada
| | - Atiyeh A. Miran
- Division of Neonatology, Department of PaediatricsThe Hospital for Sick Children, University of TorontoTorontoCanada
| | - Michelle Stoopler
- Department of PaediatricsThe Hospital for Sick Children, University of TorontoTorontoCanada
| | - Helen M. Branson
- Department of Diagnostic and Interventional RadiologyThe Hospital for Sick Children, University of TorontoTorontoCanada
| | - Ashley Danguecan
- Division of Neonatology, Department of PaediatricsThe Hospital for Sick Children, University of TorontoTorontoCanada
- Department of PsychologyThe Hospital for Sick Children, University of TorontoTorontoCanada
| | - Krishna Raghu
- Division of Neonatology, Department of PaediatricsThe Hospital for Sick Children, University of TorontoTorontoCanada
| | - Linh G. Ly
- Division of Neonatology, Department of PaediatricsThe Hospital for Sick Children, University of TorontoTorontoCanada
| | - Mehmet N. Cizmeci
- Division of Neonatology, Department of PaediatricsThe Hospital for Sick Children, University of TorontoTorontoCanada
| | - Brian T. Kalish
- Program in Neuroscience and Mental Health, SickKids Research InstituteTorontoCanada
- Division of Neonatology, Department of PaediatricsThe Hospital for Sick Children, University of TorontoTorontoCanada
- Department of Molecular GeneticsUniversity of TorontoTorontoCanada
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3
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Van Steenis A, Cizmeci MN, Groenendaal F, Thoresen M, Cowan FM, de Vries LS, Steggerda SJ. Individualized Neuroprognostication in Neonates With Hypoxic-Ischemic Encephalopathy Treated With Hypothermia. Neurol Clin Pract 2025; 15:e200370. [PMID: 39399559 PMCID: PMC11464227 DOI: 10.1212/cpj.0000000000200370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 06/04/2024] [Indexed: 10/15/2024]
Abstract
Background and Objectives To determine whether post-rewarming brain MRI enables individualized domain-specific prediction of neurodevelopmental outcomes at 2 years of age in infants treated with hypothermia for hypoxic-ischemic brain injury. Methods We conducted a retrospective multicenter study of infants with moderate-to-severe hypoxic-ischemic encephalopathy (HIE) treated with hypothermia. Brain MRI abnormalities and the prediction of domain-specific 2-year neurodevelopmental outcomes were scored independently by 2 investigators after which consensus was reached for both imaging findings and outcome prediction. Neuroimaging patterns were categorized as normal, white matter (WM)/watershed-predominant, deep gray matter (DGM)-predominant, and near-total injury. Outcomes were predicted separately for mortality, cerebral palsy (CP) type and severity, cognitive delay, epilepsy, cerebral visual impairment (CVI), and feeding difficulties; these outcomes were predicted as highly unlikely, possible, probable, or highly likely. Results Of the 152 study infants, 27 (18%) died. The neurodevelopmental outcome at 2 years was available in all 125 survivors. CP was seen in 21 of 125 surviving infants (17%). No infants in the highly unlikely category developed CP while 90% in the highly likely category did. When CP was predicted as possible, 40% developed CP; all were mild and ambulatory. When CP was predicted as probable, 67% developed CP of whom 40% were severe and nonambulatory. Cognitive scores were available in 104 of 125 infants (83%). Cognitive delay was seen in 23 of 104 infants (22%) (15% mild and 7% severe). When cognitive delay was predicted as highly unlikely, 92% did not develop cognitive delay and the delay was mild in those who did. When cognitive delay was considered highly likely, this developed in 100%. When epilepsy, CVI, and feeding problems were predicted as highly unlikely, 98% did not develop epilepsy; for CVI and feeding problems, this was 100% and 97%, respectively. In 27 of 152 infants (18%), the investigators reached consensus that the overall injury was severe enough to consider redirection of care; 21 of 27 infants (78%) died. Of the survivors, 5 infants developed severe CP and 1 had a mild dyskinetic CP with swallowing problems and CVI. Discussion Individualized domain-specific categorical neuroprognostication mainly based on brain MRI is feasible, reliable, and highly accurate in infants with HIE.
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Affiliation(s)
- Andrea Van Steenis
- Willem-Alexander Children's Hospital (AVS, LSV, SJS), Department of Pediatrics, Division of Neonatology, Leiden University Medical Center, the Netherlands; Department of Pediatrics (MNC), Division of Neonatology, The Hospital for Sick Children, University of Toronto, Ontario, Canada; Department of Neonatology (FG), University Medical Center Utrecht and Utrecht University, Netherlands; Division of Neonatal Neuroscience (MT, FMC), Translational Health Sciences, Bristol Medical School, University of Bristol; and Department of Pediatrics and Neonatal Medicine (FMC), Imperial College, London, United Kingdom
| | - Mehmet N Cizmeci
- Willem-Alexander Children's Hospital (AVS, LSV, SJS), Department of Pediatrics, Division of Neonatology, Leiden University Medical Center, the Netherlands; Department of Pediatrics (MNC), Division of Neonatology, The Hospital for Sick Children, University of Toronto, Ontario, Canada; Department of Neonatology (FG), University Medical Center Utrecht and Utrecht University, Netherlands; Division of Neonatal Neuroscience (MT, FMC), Translational Health Sciences, Bristol Medical School, University of Bristol; and Department of Pediatrics and Neonatal Medicine (FMC), Imperial College, London, United Kingdom
| | - Floris Groenendaal
- Willem-Alexander Children's Hospital (AVS, LSV, SJS), Department of Pediatrics, Division of Neonatology, Leiden University Medical Center, the Netherlands; Department of Pediatrics (MNC), Division of Neonatology, The Hospital for Sick Children, University of Toronto, Ontario, Canada; Department of Neonatology (FG), University Medical Center Utrecht and Utrecht University, Netherlands; Division of Neonatal Neuroscience (MT, FMC), Translational Health Sciences, Bristol Medical School, University of Bristol; and Department of Pediatrics and Neonatal Medicine (FMC), Imperial College, London, United Kingdom
| | - Marianne Thoresen
- Willem-Alexander Children's Hospital (AVS, LSV, SJS), Department of Pediatrics, Division of Neonatology, Leiden University Medical Center, the Netherlands; Department of Pediatrics (MNC), Division of Neonatology, The Hospital for Sick Children, University of Toronto, Ontario, Canada; Department of Neonatology (FG), University Medical Center Utrecht and Utrecht University, Netherlands; Division of Neonatal Neuroscience (MT, FMC), Translational Health Sciences, Bristol Medical School, University of Bristol; and Department of Pediatrics and Neonatal Medicine (FMC), Imperial College, London, United Kingdom
| | - Frances M Cowan
- Willem-Alexander Children's Hospital (AVS, LSV, SJS), Department of Pediatrics, Division of Neonatology, Leiden University Medical Center, the Netherlands; Department of Pediatrics (MNC), Division of Neonatology, The Hospital for Sick Children, University of Toronto, Ontario, Canada; Department of Neonatology (FG), University Medical Center Utrecht and Utrecht University, Netherlands; Division of Neonatal Neuroscience (MT, FMC), Translational Health Sciences, Bristol Medical School, University of Bristol; and Department of Pediatrics and Neonatal Medicine (FMC), Imperial College, London, United Kingdom
| | - Linda S de Vries
- Willem-Alexander Children's Hospital (AVS, LSV, SJS), Department of Pediatrics, Division of Neonatology, Leiden University Medical Center, the Netherlands; Department of Pediatrics (MNC), Division of Neonatology, The Hospital for Sick Children, University of Toronto, Ontario, Canada; Department of Neonatology (FG), University Medical Center Utrecht and Utrecht University, Netherlands; Division of Neonatal Neuroscience (MT, FMC), Translational Health Sciences, Bristol Medical School, University of Bristol; and Department of Pediatrics and Neonatal Medicine (FMC), Imperial College, London, United Kingdom
| | - Sylke J Steggerda
- Willem-Alexander Children's Hospital (AVS, LSV, SJS), Department of Pediatrics, Division of Neonatology, Leiden University Medical Center, the Netherlands; Department of Pediatrics (MNC), Division of Neonatology, The Hospital for Sick Children, University of Toronto, Ontario, Canada; Department of Neonatology (FG), University Medical Center Utrecht and Utrecht University, Netherlands; Division of Neonatal Neuroscience (MT, FMC), Translational Health Sciences, Bristol Medical School, University of Bristol; and Department of Pediatrics and Neonatal Medicine (FMC), Imperial College, London, United Kingdom
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Weeke LC, Groenendaal F, de Vries LS. MRI scoring systems for long-term outcome prediction in Neonatal Encephalopathy due to hypoxia-ischemia: in search of the crystal ball. Pediatr Res 2025; 97:21-24. [PMID: 39009767 DOI: 10.1038/s41390-024-03410-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Accepted: 06/25/2024] [Indexed: 07/17/2024]
Affiliation(s)
- Lauren C Weeke
- Department of Neonatology, Radboud UMC, Nijmegen, the Netherlands
| | - Floris Groenendaal
- Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht and Utrecht University, Utrecht, the Netherlands
| | - Linda S de Vries
- Department of Neonatology, Leiden University Medical Center, Leiden, the Netherlands.
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Xia Y, Yang M, Qian T, Zhou J, Bai M, Luo S, Lu C, Zhu Y, Wang L, Qiao Z. Prediction of feeding difficulties in neonates with hypoxic-ischemic encephalopathy using magnetic resonance imaging-derived radiomics features. Pediatr Radiol 2024; 54:2036-2045. [PMID: 39349660 DOI: 10.1007/s00247-024-06065-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 09/18/2024] [Accepted: 09/19/2024] [Indexed: 11/21/2024]
Abstract
BACKGROUND The mechanisms behind brain and spinal cord injuries in hypoxic-ischemic encephalopathy (HIE) and associated feeding difficulties are unclear, with previous magnetic resonance imaging (MRI) attempts yielding inconclusive results. OBJECTIVE We aim to evaluate an MRI radiomics model for predicting feeding difficulties in HIE infants. Additionally, we investigate changes in predictive capability after incorporating the duration of mechanical ventilation and the timing of MRI examination. MATERIALS AND METHODS Retrospective study with 151 HIE infants (January 2013 to December 2021), randomly divided into training and validation sets. Radiomics features extracted from basal ganglia-thalamus and brainstem in T1-weighted and T2-weighted MRI. Established single-modality, single-site, and multimodality/multisite models. Receiver operating characteristic analysis and area under the curve evaluated models. Decision curve analysis assessed changes in predictive capability. RESULTS The combined radiomics model of the basal ganglia-thalamus and brainstem regions on the T2-weighted imaging demonstrated superior performance (area under the curve: 0.958 and 0.875 for training and validation, respectively). Combining scores with duration of mechanical ventilation and MRI examination time in a calibration plot model improved and stabilized performance, showing high fitting and clinical utility. Decision curve analysis favored the combined calibration plot model. CONCLUSION The MRI-based radiomics model predicts feeding difficulties in HIE infants, with basal ganglia-thalamus and brainstem as relevant factors. The combined calibration plot model exhibits the highest clinical predictive efficacy.
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Affiliation(s)
- Yaqin Xia
- Department of Radiology, Children's Hospital of Fudan University, No. 399 Wanyuan Road, Minhang District, Shanghai, China
| | - Mingshu Yang
- Department of Radiology, Children's Hospital of Fudan University, No. 399 Wanyuan Road, Minhang District, Shanghai, China
| | - Tianyang Qian
- National Health Commission Key Laboratory of Neonatal Diseases, Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Jiayu Zhou
- National Health Commission Key Laboratory of Neonatal Diseases, Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Mei Bai
- Department of Radiology, Children's Hospital of Fudan University, No. 399 Wanyuan Road, Minhang District, Shanghai, China
| | - Siqi Luo
- Department of Radiology, Children's Hospital of Fudan University, No. 399 Wanyuan Road, Minhang District, Shanghai, China
| | - Chaogang Lu
- Department of Radiology, Children's Hospital of Fudan University, No. 399 Wanyuan Road, Minhang District, Shanghai, China
| | - Yinghao Zhu
- Institute of Artificial Intelligence, Beihang University, Beijing, China
| | - Laishuan Wang
- National Health Commission Key Laboratory of Neonatal Diseases, Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Zhongwei Qiao
- Department of Radiology, Children's Hospital of Fudan University, No. 399 Wanyuan Road, Minhang District, Shanghai, China.
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Machie M, de Vries LS, Inder T. Advances in Neuroimaging Biomarkers and Scoring. Clin Perinatol 2024; 51:629-647. [PMID: 39095101 DOI: 10.1016/j.clp.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
MRI of the brain is a critical tool in the diagnosis, evaluation, and management of neonatal encephalopathy (NE). More than simply a diagnostic and prognostic tool, MRI informs the biology, nature, and timing of the disease process resulting in NE, of which the largest single etiology is hypoxic-ischemic encephalopathy (HIE). Historically, 2 major patterns of injury were seen in HIE: a basal ganglia/thalamus predominant pattern and a watershed pattern of injury. The advent of therapeutic hypothermia for NE/HIE, alongside improvements in the application of imaging technology in newborn infants, has resulted in progressively more advanced MRI scoring systems.
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Affiliation(s)
- Michelle Machie
- Division of Pediatric Neurology, Department of Pediatrics, Neurology and Neurotherapeutics, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390-9063, USA.
| | - Linda S de Vries
- Department of Neonatology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| | - Terrie Inder
- Department of Pediatric Newborn Medicine, Brigham and Womens Hospital; Children's Hospital of Orange County, University of California Irvine, 1201 W. La Veta, Orange, CA 92868, USA
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Geva S, Hoskote A, Saini M, Clark CA, Banks T, Chong WKK, Baldeweg T, de Haan M, Vargha‐Khadem F. Cognitive outcome and its neural correlates after cardiorespiratory arrest in childhood. Dev Sci 2024; 27:e13501. [PMID: 38558493 PMCID: PMC11753495 DOI: 10.1111/desc.13501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 02/19/2024] [Accepted: 02/21/2024] [Indexed: 04/04/2024]
Abstract
Hypoxia-ischaemia (HI) can result in structural brain abnormalities, which in turn can lead to behavioural deficits in various cognitive and motor domains, in both adult and paediatric populations. Cardiorespiratory arrest (CA) is a major cause of hypoxia-ischaemia in adults, but it is relatively rare in infants and children. While the effects of adult CA on brain and cognition have been widely studied, to date, there are no studies examining the neurodevelopmental outcome of children who suffered CA early in life. Here, we studied the long-term outcome of 28 children who suffered early CA (i.e., before age 16). They were compared to a group of control participants (n = 28) matched for age, sex and socio-economic status. The patient group had impairments in the domains of memory, language and academic attainment (measured using standardised tests). Individual scores within the impaired range were most commonly found within the memory domain (79%), followed by academic attainment (50%), and language (36%). The patient group also had reduced whole brain grey matter volume, and reduced volume and fractional anisotropy of the white matter. In addition, lower performance on memory tests was correlated with bilaterally reduced volume of the hippocampi, thalami, and striatum, while lower attainment scores were correlated with bilateral reduction of fractional anisotropy in the superior cerebellar peduncle, the main output tract of the cerebellum. We conclude that patients who suffered early CA are at risk of developing specific cognitive deficits associated with structural brain abnormalities. RESEARCH HIGHLIGHTS: Our data shed light on the long-term outcome and associated neural mechanisms after paediatric hypoxia-ischaemia as a result of cardiorespiratory arrest. Patients had impaired scores on memory, language and academic attainment. Memory impairments were associated with smaller hippocampi, thalami, and striatum. Lower academic attainment correlated with reduced fractional anisotropy of the superior cerebellar peduncle.
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Affiliation(s)
- Sharon Geva
- Department of Developmental NeurosciencesUniversity College London Great Ormond Street Institute of Child HealthLondonUnited Kingdom of Great Britain and Northern Ireland
| | - Aparna Hoskote
- Heart and Lung DivisionInstitute of Cardiovascular ScienceGreat Ormond Street HospitalLondonUnited Kingdom of Great Britain and Northern Ireland
| | - Maneet Saini
- Department of Developmental NeurosciencesUniversity College London Great Ormond Street Institute of Child HealthLondonUnited Kingdom of Great Britain and Northern Ireland
| | - Christopher A. Clark
- Department of Developmental NeurosciencesUniversity College London Great Ormond Street Institute of Child HealthLondonUnited Kingdom of Great Britain and Northern Ireland
| | - Tina Banks
- Department of RadiologyGreat Ormond Street HospitalLondonUnited Kingdom of Great Britain and Northern Ireland
| | - W. K. Kling Chong
- Department of Developmental NeurosciencesUniversity College London Great Ormond Street Institute of Child HealthLondonUnited Kingdom of Great Britain and Northern Ireland
| | - Torsten Baldeweg
- Department of Developmental NeurosciencesUniversity College London Great Ormond Street Institute of Child HealthLondonUnited Kingdom of Great Britain and Northern Ireland
| | - Michelle de Haan
- Department of Developmental NeurosciencesUniversity College London Great Ormond Street Institute of Child HealthLondonUnited Kingdom of Great Britain and Northern Ireland
| | - Faraneh Vargha‐Khadem
- Department of Developmental NeurosciencesUniversity College London Great Ormond Street Institute of Child HealthLondonUnited Kingdom of Great Britain and Northern Ireland
- Neuropsychology ServiceGreat Ormond Street HospitalLondonUnited Kingdom of Great Britain and Northern Ireland
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Seber T, Uylar Seber T, Özdemir A, Baştuğ O, Keskin Ş, Aktaş E. Volumetric apparent diffusion coefficient histogram analysis in term neonatal asphyxia treated with hypothermia. Br J Radiol 2024; 97:1302-1310. [PMID: 38775658 PMCID: PMC11186576 DOI: 10.1093/bjr/tqae105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 11/07/2023] [Accepted: 05/16/2024] [Indexed: 06/21/2024] Open
Abstract
OBJECTIVES Our aim is to estimate the long-term neurological sequelae and prognosis in term neonatal asphyxia treated with hypothermia via volumetric apparent diffusion coefficient (ADC) map histogram analysis (HA). METHODS Brain MRI studies of 83 term neonates with asphyxia who received whole-body hypothermia treatment and examined between postnatal (PN) fourth and sixth days were retrospectively re-evaluated by 2 radiologists. Volumetric HA was performed for the areas frequently affected in deep and superficial asphyxia (thalamus, lentiform nucleus, posterior limb of internal capsule, corpus callosum forceps major, and perirolandic cortex-subcortical white matter) on ADC map. The quantitative ADC values were obtained separately for each region. Qualitative-visual (conventional) MRI findings were also re-evaluated. Neonates were examined neurodevelopmentally according to the Revised Brunet-Lezine scale. The distinguishability of long-term neurodevelopmental outcomes was statistically investigated. RESULTS With HA, the adverse neurodevelopmental outcomes could only be distinguished from mild-moderated impairment and normal development at the thalamus with 10th percentile ADC (P = .02 and P = .03, respectively) and ADCmin (P = .03 and P = .04, respectively). Also with the conventional MRI findings, adverse outcome could be distinguished from mild-moderated impairment (P = .04) and normal development (P = .04) via cytotoxic oedema of the thalamus, corpus striatum, and diffuse cerebral cortical. CONCLUSION The long-term adverse neurodevelopmental outcomes in newborns with asphyxia who received whole-body hypothermia treatment can be estimated similarly with volumetric ADC-HA and the conventional assessment of the ADC map. ADVANCES IN KNOWLEDGE This study compares early MRI ADC-HA with neurological sequelae in term newborns with asphyxia who received whole-body hypothermia treatment. We could not find any significant difference in predicting adverse neurological sequelae between the visual-qualitative evaluation of the ADC map and HA.
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Affiliation(s)
- Turgut Seber
- Department of Radiology, Kayseri City Education and Research Hospital, Kayseri 38080, Turkey
| | - Tuğba Uylar Seber
- Department of Radiology, Kayseri City Education and Research Hospital, Kayseri 38080, Turkey
| | - Ahmet Özdemir
- Department of Neonatology, Kayseri City Education and Research Hospital, Kayseri 38080, Turkey
| | - Osman Baştuğ
- Department of Neonatology, Kayseri City Education and Research Hospital, Kayseri 38080, Turkey
| | - Şuayip Keskin
- Department of Child Health and Diseases, Kayseri City Education and Research Hospital, Kayseri 38080, Turkey
| | - Elif Aktaş
- Department of Radiology, Kayseri City Education and Research Hospital, Kayseri 38080, Turkey
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Tang Z, Mahmoodi S, Meng D, Darekar A, Vollmer B. Rule-based deep learning method for prognosis of neonatal hypoxic-ischemic encephalopathy by using susceptibility weighted image analysis. MAGMA (NEW YORK, N.Y.) 2024; 37:227-239. [PMID: 38252196 DOI: 10.1007/s10334-023-01139-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 12/06/2023] [Accepted: 12/11/2023] [Indexed: 01/23/2024]
Abstract
OBJECTIVE Susceptibility weighted imaging (SWI) of neonatal hypoxic-ischemic brain injury can provide assistance in the prognosis of neonatal hypoxic-ischemic encephalopathy (HIE). We propose a convolutional neural network model to classify SWI images with HIE. MATERIALS AND METHODS Due to the lack of a large dataset, transfer learning method with fine-tuning a pre-trained ResNet 50 is introduced. We randomly select 11 datasets from patients with normal neurology outcomes (n = 31) and patients with abnormal neurology outcomes (n = 11) at 24 months of age to avoid bias in classification due to any imbalance in the data. RESULTS We develop a rule-based system to improve the classification performance, with an accuracy of 0.93 ± 0.09. We also compute heatmaps produced by the Grad-CAM technique to analyze which areas of SWI images contributed more to the classification patients with abnormal neurology outcome. CONCLUSION Such regions that are important in the classification accuracy can interpret the relationship between the brain regions affected by hypoxic-ischemic and neurodevelopmental outcomes of infants with HIE at the age of 2 years.
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Affiliation(s)
- Zhen Tang
- School of Computer Science and Technology, AnHui University of Technology, Maxiang Street, Maanshan, 243032, Anhui, China.
| | - Sasan Mahmoodi
- School of Electronics and Computer Science, University of Southampton, Southampton, SO17 1BJ, UK
| | - Di Meng
- School of Computer Science and Technology, AnHui University of Technology, Maxiang Street, Maanshan, 243032, Anhui, China
| | - Angela Darekar
- Department of Medical Physics, University Hospital Southampton NHS Foundation Trust, Southampton, SO16 6YD, UK
| | - Brigitte Vollmer
- Clinical Neurosciences and Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, SO17 1BJ, UK
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Cizmeci MN, Wilson D, Singhal M, El Shahed A, Kalish B, Tam E, Chau V, Ly L, Kazazian V, Hahn C, Branson H, Miller SP. Neonatal Hypoxic-Ischemic Encephalopathy Spectrum: Severity-Stratified Analysis of Neuroimaging Modalities and Association with Neurodevelopmental Outcomes. J Pediatr 2024; 266:113866. [PMID: 38061422 DOI: 10.1016/j.jpeds.2023.113866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 10/26/2023] [Accepted: 12/04/2023] [Indexed: 01/01/2024]
Abstract
OBJECTIVE To compare hypoxic-ischemic injury on early cranial ultrasonography (cUS) and post-rewarming brain magnetic resonance imaging (MRI) in newborn infants with hypoxic-ischemic encephalopathy (HIE) and to correlate that neuroimaging with neurodevelopmental outcomes. STUDY DESIGN This was a retrospective cohort study of infants with mild, moderate, and severe HIE treated with therapeutic hypothermia and evaluated with early cUS and postrewarming MRI. Validated scoring systems were used to compare the severity of brain injury on cUS and MRI. Neurodevelopmental outcomes were assessed at 18 months of age. RESULTS Among the 149 included infants, abnormal white matter (WM) and deep gray matter (DGM) hyperechogenicity on cUS in the first 48 hours after birth were more common in the severe HIE group than the mild HIE group (81% vs 39% and 50% vs 0%, respectively; P < .001). In infants with a normal cUS, 95% had normal or mildly abnormal brain MRIs. In infants with severely abnormal cUS, none had normal and 83% had severely abnormal brain MRIs. Total abnormality scores on cUS were higher in neonates with near-total brain injury on MRI than in neonates with normal MRI or WM-predominant injury pattern (adjusted P < .001 for both). In the multivariable model, a severely abnormal MRI was the only independent risk factor for adverse outcomes (OR: 19.9, 95% CI: 4.0-98.1; P < .001). CONCLUSION The present study shows the complementary utility of cUS in the first 48 hours after birth as a predictive tool for the presence of hypoxic-ischemic injury on brain MRI.
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Affiliation(s)
- Mehmet N Cizmeci
- Division of Neonatology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada.
| | - Diane Wilson
- Division of Neonatology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Maya Singhal
- Division of Neurology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Amr El Shahed
- Division of Neonatology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Brian Kalish
- Division of Neonatology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Emily Tam
- Division of Neurology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Vann Chau
- Division of Neurology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Linh Ly
- Division of Neonatology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Vanna Kazazian
- Division of Neurology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Cecil Hahn
- Division of Neurology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Helen Branson
- Division of Radiology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Steven P Miller
- Division of Neurology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada; Department of Pediatrics, BC Children's Hospital, University of British Columbia, Vancouver, Canada
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11
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Boerwinkle VL, Manjón I, Sussman BL, McGary A, Mirea L, Gillette K, Broman-Fulks J, Cediel EG, Arhin M, Hunter SE, Wyckoff SN, Allred K, Tom D. Resting-State Functional Magnetic Resonance Imaging Network Association With Mortality, Epilepsy, Cognition, and Motor Two-Year Outcomes in Suspected Severe Neonatal Acute Brain Injury. Pediatr Neurol 2024; 152:41-55. [PMID: 38198979 DOI: 10.1016/j.pediatrneurol.2023.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 11/14/2023] [Accepted: 12/06/2023] [Indexed: 01/12/2024]
Abstract
BACKGROUND AND OBJECTIVES In acute brain injury of neonates, resting-state functional magnetic resonance imaging (MRI) (RS) showed incremental association with consciousness, mortality, cognitive and motor development, and epilepsy, with correction for multiple comparisons, at six months postgestation in neonates with suspected acute brain injury (ABI). However, there are relatively few developmental milestones at six months to benchmark against, thus, we extended this cohort study to evaluate two-year outcomes. METHODS In 40 consecutive neonates with ABI and RS, ordinal scores of resting-state networks; MRI, magnetic resonance spectroscopy, and electroencephalography; and up to 42-month outcomes of mortality, general and motor development, Pediatric Cerebral Performance Category Scale (PCPC), and epilepsy informed associations between tests and outcomes. RESULTS Mean gestational age was 37.8 weeks, 68% were male, and 60% had hypoxic-ischemic encephalopathy. Three died in-hospital, four at six to 42 months, and five were lost to follow-up. Associations included basal ganglia network with PCPC (P = 0.0003), all-mortality (P = 0.005), and motor (P = 0.0004); language/frontoparietal network with developmental delay (P = 0.009), PCPC (P = 0.006), and all-mortality (P = 0.01); default mode network with developmental delay (P = 0.003), PCPC (P = 0.004), neonatal intensive care unit mortality (P = 0.01), and motor (P = 0.009); RS seizure onset zone with epilepsy (P = 0.01); and anatomic MRI with epilepsy (P = 0.01). CONCLUSION For the first time, at any age, resting state functional MRI in ABI is associated with long-term epilepsy and RSNs predicted mortality in neonates. Severity of RSN abnormality was associated with incrementally worsened neurodevelopment including cognition, language, and motor function over two years.
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Affiliation(s)
- Varina L Boerwinkle
- Division of Child Neurology, University of North Carolina Medical School, Chapel Hill, North Carolina.
| | - Iliana Manjón
- University of Arizona College of Medicine - Tucson, Tucson, Arizona
| | - Bethany L Sussman
- Division of Neuroscience Research, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, Arizona
| | - Alyssa McGary
- Department of Clinical Research, Phoenix Children's Hospital, Phoenix, Arizona
| | - Lucia Mirea
- Department of Clinical Research, Phoenix Children's Hospital, Phoenix, Arizona
| | - Kirsten Gillette
- Division of Child Neurology, University of North Carolina Medical School, Chapel Hill, North Carolina
| | - Jordan Broman-Fulks
- Division of Child Neurology, University of North Carolina Medical School, Chapel Hill, North Carolina
| | - Emilio G Cediel
- Division of Child Neurology, University of North Carolina Medical School, Chapel Hill, North Carolina
| | - Martin Arhin
- Division of Child Neurology, University of North Carolina Medical School, Chapel Hill, North Carolina
| | - Senyene E Hunter
- Division of Child Neurology, University of North Carolina Medical School, Chapel Hill, North Carolina
| | - Sarah N Wyckoff
- Division of Neuroscience Research, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, Arizona
| | - Kimberlee Allred
- Division of Neonatology, Phoenix Children's Hospital, Phoenix, Arizona
| | - Deborah Tom
- Division of Neonatology, Phoenix Children's Hospital, Phoenix, Arizona
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12
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Wu YW, Wisnowski JL, Glass HC, Mathur AM, Li Y, Monsell SE, Juul SE, McKinstry RC. Advancing brain MRI as a prognostic indicator in hypoxic-ischemic encephalopathy. Pediatr Res 2024; 95:587-589. [PMID: 37696979 DOI: 10.1038/s41390-023-02786-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 08/02/2023] [Indexed: 09/13/2023]
Affiliation(s)
- Yvonne W Wu
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA.
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA.
| | - Jessica L Wisnowski
- Department of Radiology, Children's Hospital Los Angeles, Los Angeles, CA, USA
- Department of Pediatrics, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Hannah C Glass
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA
- Department of Epidemiology, University of California San Francisco, San Francisco, CA, USA
| | - Amit M Mathur
- Department of Pediatrics, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - Yi Li
- Department of Radiology, University of California San Francisco, San Francisco, CA, USA
| | - Sarah E Monsell
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Sandra E Juul
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA
| | - Robert C McKinstry
- Department of Biostatistics, University of Washington, Seattle, WA, USA
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
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13
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Cizmeci MN, Martinez-Biarge M, Cowan FM. The predictive role of brain magnetic resonance imaging in neonates with hypoxic-ischemic encephalopathy. Pediatr Res 2024; 95:601-602. [PMID: 37433902 DOI: 10.1038/s41390-023-02732-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 05/12/2023] [Accepted: 05/30/2023] [Indexed: 07/13/2023]
Affiliation(s)
- Mehmet N Cizmeci
- Department of Pediatrics, Division of Neonatology, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada.
| | | | - Frances M Cowan
- Division of Neonatal Neurology, Hammersmith Hospital, Imperial College, London, UK
- Division of Neonatal Neuroscience, Bristol University, Bristol, UK
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14
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Tang Z, Mahmoodi S, Darekar A, Vollmer B. Automatic veins analysis of susceptibility weighted image in hypoxic-ischaemic encephalopathy. Magn Reson Imaging 2023; 98:83-96. [PMID: 36669595 DOI: 10.1016/j.mri.2023.01.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 06/27/2022] [Accepted: 01/14/2023] [Indexed: 01/19/2023]
Abstract
BACKGROUND AND OBJECTIVE The purpose of this study is to evaluate venous vascular structure and distribution as prognostic indicators of developmental outcomes for infants with neonatal hypoxic-ischaemic encephalopathy (HIE) by detecting and analysing ridges representing vessels on susceptibility-weighted magnetic resonance images (SWIs). METHODS Forty-two infants with neonatal HIE underwent SWI in the neonatal period and neurodevelopmental assessment at age 2 years. Normalised histograms of the width, intensity, length and Hessian eigenvalues extracted from the ridge analysis of each patient's SWI are applied as feature vectors to feed into supervised classifiers such as the kNN and random forest (RF) classifiers to predict their neurodevelopmental outcomes. Here we also propose a supervised classifier for automatic prognosis of automated detection of SWI signs of HIE. Our classifier proposed in this paper demonstrates a superior performance in HIE prognosis for the datasets associated with cognitive and motor outcomes and it also enables to determination of brain regions which have been affected by hypoxia-ischaemia by extracting appropriate features from SWI images. RESULTS The feature vectors containing width, intensity, length, and eigenvalue show a promising classification accuracy of 78.67% ± 2.58Linear regression, polynomial regression, and support vector regression (SVR) models predicted outcomes and the lower mean relative errors (MRE) for motor and cognitive outcomes are 0.088 ± 0.073 and 0.101 ± 0.11 respectively. CONCLUSION The features derived from the vascular ridges improve the prognostic value of SWI in HIE. Our findings suggest that it is possible to predict neurological, motor, and cognitive outcomes by numerical analysis of neonatal SW images and to identify brain regions on SWI affected by hypoxia-ischaemia.
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Affiliation(s)
- Zhen Tang
- School of Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, UK.
| | - Sasan Mahmoodi
- School of Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, UK.
| | - Angela Darekar
- Department of Medical Physics, University Hospital Southampton NHS Foundation Trust, Southampton SO16 6YD, UK.
| | - Brigitte Vollmer
- Clinical Neurosciences,Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, SO17 1BJ, UK; University Hospital Southampton, NHS Foundation Trust, Southampton SO16 6YD, UK.
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15
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Lin C, Li L, Xu Q, Xu S, Tang C. Yap1-Usp14 Axis Inhibits Neuronal Mitophagy During Neonatal Hypoxia-Ischemia Encephalopathy by Regulation of Beclin-1 Ubiquitination in Mouse. Mol Neurobiol 2023:10.1007/s12035-023-03344-5. [PMID: 37062801 DOI: 10.1007/s12035-023-03344-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 04/07/2023] [Indexed: 04/18/2023]
Abstract
Neonatal hypoxic-ischemic encephalopathy (HIE) that results from perinatal cerebral hypoxia-ischemia has become one of the leading causes of acute mortality and chronic disability in infants and children. Despite that neuronal mitophagy and subsequent clearance of damaged neurons exert protective effect, the pathogenesis of HIE and effective treatment strategies for intervention of HIE remain poorly understood. Here, we report that ubiquitin-specific protease 14 (Usp14, a deubiquitinating enzyme) is closely associated with HIE progression by its negative regulation in neuronal mitophagy in mouse. The expression of Usp14 is elevated in both an oxygen-glucose deprivation (OGD) mouse neuronal cell line culture model in vitro and a HIE mouse model in vivo. Mechanistically, OGD treatment activates Hippo signaling that enhances Yap1 phosphorylation levels at Ser-127 but inhibits Yap1 protein level, which potentiates Usp14 transcription and leads to the downregulated ubiquitination at Lys-63 of Beclin-1, a key molecule in autophagy, resulting in the suppressed neuronal mitophagy, subsequent failure in the clearance of damaged neurons, and finally possible dysregulation in brain functions. Thus, our results provide with Usp14 as a novel target and treatment strategy for intervention of HIE, which may help diagnose and treat HIE in clinic.
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Affiliation(s)
- Chao Lin
- National Clinical Research Center for Child Health of the Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
- Department of Neurosurgery, The Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Lin Li
- Depanrtment of Urology, Third Affiliated Hospital of the Second Military Medical University, Shanghai, 201805, China
| | - Qiang Xu
- National Clinical Research Center for Child Health of the Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Shouying Xu
- National Clinical Research Center for Child Health of the Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Chao Tang
- National Clinical Research Center for Child Health of the Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China.
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16
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Aoki H, Shibasaki J, Tsuda K, Yamamoto K, Takeuchi A, Sugiyama Y, Isayama T, Mukai T, Ioroi T, Yutaka N, Takahashi A, Tokuhisa T, Nabetani M, Iwata O. Predictive value of the Thompson score for short-term adverse outcomes in neonatal encephalopathy. Pediatr Res 2023; 93:1057-1063. [PMID: 35908094 DOI: 10.1038/s41390-022-02212-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 06/30/2022] [Accepted: 07/12/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND To explore the predictive value of the Thompson score during the first 4 days of life for estimating short-term adverse outcomes in neonatal encephalopathy. METHODS This observational study evaluated infants with neonatal encephalopathy (≥36 weeks of gestation) registered in a multicenter cohort of cooled infants in Japan. The Thompson score was evaluated at 0-24, 24-48, 48-72, and 72-90 h of age. Adverse outcomes included death, survival with respiratory impairment (requiring tracheostomy), or survival with feeding impairment (requiring gavage feeding) at discharge. RESULTS Of the 632 infants, 21 (3.3%) died, 59 (9.3%) survived with respiratory impairment, and 113 (17.9%) survived with feeding impairment. The Thompson score throughout the first 4 days accurately predicted death, respiratory impairment, or feeding impairment. The 72-90 h score showed the highest accuracy. A cutoff of ≥15 had a sensitivity of 0.85 and specificity of 0.92 for death or respiratory impairment, while a cutoff of ≥14 had a sensitivity of 0.71 and a specificity of 0.92 for death, respiratory or feeding impairment. CONCLUSION A high Thompson score during the first 4 days of life, especially at 72-90 h could thus be useful for estimating the need for prolonged life support. IMPACT The Thompson score on days 1-4 of age was useful in predicting death and respiratory or feeding impairments. The 72-90 h Thompson score showed the highest predictive capability. Owing to the rarity of withdrawal of life-sustaining treatment in Japan, 43% of infants with persistent severe encephalopathy with a Thompson score of ≥15 at 72-90 h of age could regain spontaneous breathing, be extubated, and survive without tracheostomy. Meanwhile, approximately 50% of infants who survived without tracheostomy required gavage feeding. Our results could provide useful information for clinical decision making regarding infants with persistent severe encephalopathy.
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Affiliation(s)
- Hirosato Aoki
- Department of Neonatology, Kanagawa Children's Medical Center, Kanagawa, Japan
| | - Jun Shibasaki
- Department of Neonatology, Kanagawa Children's Medical Center, Kanagawa, Japan.
| | - Kennosuke Tsuda
- Center for Human Development and Family Science, Department of Neonatology and Pediatrics, Nagoya City University Graduate School of Medical Sciences, Aichi, Japan
| | - Kouji Yamamoto
- Department of Biostatistics, School of Medicine, Yokohama City University, Yokohama, Kanagawa, Japan
| | - Akihito Takeuchi
- Division of Neonatology, National Hospital Organization Okayama Medical Center, Okayama, Japan
| | - Yuichiro Sugiyama
- Department of Pediatrics, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Aichi, Japan
| | - Tetsuya Isayama
- Division of Neonatology, Center for Maternal-Fetal Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Takeo Mukai
- Center for Advanced Medical Research, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Tomoaki Ioroi
- Department of Pediatrics, Perinatal Medical Center, Himeji Red Cross Hospital, Hyogo, Japan
| | - Nanae Yutaka
- Department of Pediatrics, Yodogawa Christian Hospital, Osaka, Japan
| | - Akihito Takahashi
- Department of Pediatrics, Kurashiki Central Hospital, Okayama, Japan
| | - Takuya Tokuhisa
- Department of Neonatology, Perinatal Medical Center, Imakiire General Hospital, Kagoshima, Japan
| | - Makoto Nabetani
- Department of Pediatrics, Yodogawa Christian Hospital, Osaka, Japan
| | - Osuke Iwata
- Center for Human Development and Family Science, Department of Neonatology and Pediatrics, Nagoya City University Graduate School of Medical Sciences, Aichi, Japan
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17
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Bobba PS, Malhotra A, Sheth KN, Taylor SN, Ment LR, Payabvash S. Brain injury patterns in hypoxic ischemic encephalopathy of term neonates. J Neuroimaging 2023; 33:79-84. [PMID: 36164277 DOI: 10.1111/jon.13052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 09/07/2022] [Accepted: 09/08/2022] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND AND PURPOSE Topographic patterns of brain injury in neonates can help with differentiation and prognostic categorization of hypoxic ischemic encephalopathy (HIE). In this study, we quantitatively and objectively characterized the location of hypoxic ischemic lesions in term neonates with varying severity of HIE. METHODS We analyzed term neonates (born ≥37 postmenstrual gestational weeks) with MRI diffusion-weighted imaging (DWI) and diagnoses of HIE. Neonates' HIE was categorized into mild, moderate, and severe. The hypoxic ischemic lesions were segmented on DWI series with attention to T1- and T2-weighted images and then co-registered onto standard brain space to generate summation maps for each severity category. Applying voxel-wise general linear models, we also identified cerebral regions more likely to infarct with increasing severity of HIE, after correction for lesion volume and time-to-scan as covariates. RESULTS We included 33 neonates: 20 with mild, eight with moderate, and five with severe HIE. Infarct volumes (p = .00052) and Appearance, Pulse, Grimace, Activity, and Respiration scores at 1 minute (p = .032) differed between HIE severity categories. Hypoxic ischemic lesions in neonates with mild and moderate HIE were predominant in subcortical and deep white matter along the border zones of arterial supply territories, while severe HIE also involved basal ganglia, hippocampus, and thalamus. In voxel-wise analysis, higher severity of HIE was associated with the presence of lesions in hippocampus, thalamus, and lentiform nucleus. CONCLUSIONS In term neonates, mild/moderate HIE is associated with infarctions of arterial territory watershed zones, whereas severe HIE distinctively involves basal ganglia, thalami, and hippocampi.
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Affiliation(s)
- Pratheek S Bobba
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, USA
| | - Ajay Malhotra
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, USA
| | - Kevin N Sheth
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Sarah N Taylor
- Department of Pediatrics, Yale School of Medicine, New Haven, Connecticut, USA
| | - Laura R Ment
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA.,Department of Pediatrics, Yale School of Medicine, New Haven, Connecticut, USA
| | - Seyedmehdi Payabvash
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, USA
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18
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Retrospective study of Ct brain imaging findings indicated for infants at a tertiary care hospital. EUREKA: HEALTH SCIENCES 2022. [DOI: 10.21303/2504-5679.2022.002717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Computed tomography in the diagnosis of pathologies in children is becoming increasingly popular.
The aim: to study findings of referrals for CT scans (Computerised Tomography) of the brain in children in the department of Radiology in a developing environment.
Materials and methods: retrospective imaging observational study was done in a 1000 bedded tertiary care hospital in South India in the year 2022 from April to August for 5 months under 16 slice CT scan. Cases are referred from the department of Pediatrics to the department of Radiology as part of the routine clinical evaluation and treatment protocol.
Results: Our sample includes 100 infants; after exclusion criteria total of 60 infants' brain CTs were taken into account, and analysed their imaging from radiology department records. Of 60 cases, 18 (30 %) showed HIE Pattern, and 42 (70 %) had normal plain CT Brain findings. However, due to clinical signs and symptoms, they are evaluated under сontrast CT imaging (after checking creatinine levels), showing 20 cases (33.3 %) are standard, 10 cases (16.6 %) show meningitis, and 2 cases (3.3 %) show SOL. Out of 18 cases of HIE, 10 cases (16.6 %) are under less than 6 months and they undergone neuro sonogram showing 4 cases (6.6 %) normal NSG, 2 cases (3.3 %) showing grade IV HIE, another 2 cases (3.3 %) showing grade II, III HIE Findings.
Conclusions: Our study concluded that plain CT brain showed normal in the majority of the cases which came to the department of Radiology after admission to the hospital. Those cases with strong clinical history are evaluated with contrast CT and evaluated the findings. After contrast imaging, most cases showing their infective, obstructive, and other causes of illness are interpreted. However, its role is minimal for seizures in which CT/CECT shows normal study. Under 6 months, NSG is a suitable method for evaluating and screening the infant's brain.
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Araneda R, Ebner-Karestinos D, Dricot L, Herman E, Hatem SM, Friel KM, Gordon AM, Bleyenheuft Y. Impact of early brain lesions on the optic radiations in children with cerebral palsy. Front Neurosci 2022; 16:924938. [PMID: 36278011 PMCID: PMC9583910 DOI: 10.3389/fnins.2022.924938] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 08/22/2022] [Indexed: 11/16/2022] Open
Abstract
Due to their early brain lesion, children with unilateral spastic cerebral palsy (USCP) present important changes in brain gray and white matter, often manifested by perturbed sensorimotor functions. We predicted that type and side of the lesion could influence the microstructure of white matter tracts. Using diffusion tensor imaging in 40 children with USCP, we investigated optic radiation (OR) characteristics: fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD) and radial diffusivity (RD). First, we compared the OR of the lesional and non-lesional hemisphere. Then we evaluated the impact of the brain lesion type (periventricular or cortico-subcortical) and side in the differences observed in the lesional and non-lesional OR. Additionally, we examined the relationship between OR characteristics and performance of a visuospatial attention task. We observed alterations in the OR of children with USCP on the lesional hemisphere compared with the non-lesional hemisphere in the FA, MD and RD. These differences were influenced by the type of lesion and by the side of the lesion. A correlation was also observed between FA, MD and RD and the visuospatial assessment mainly in children with periventricular and right lesions. Our results indicate an important role of the timing and side of the lesion in the resulting features of these children’s OR and probably in the compensation resulting from neuroplastic changes.
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Affiliation(s)
- Rodrigo Araneda
- Institute of Neuroscience, Université Catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium
- Exercise and Rehabilitation Science Institute, School of Physical Therapy, Faculty of Rehabilitation Science, Universidad Andrés Bello, Santiago, Chile
| | - Daniela Ebner-Karestinos
- Institute of Neuroscience, Université Catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium
- Exercise and Rehabilitation Science Institute, School of Physical Therapy, Faculty of Rehabilitation Science, Universidad Andrés Bello, Santiago, Chile
| | - Laurance Dricot
- Institute of Neuroscience, Université Catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium
| | - Enimie Herman
- Institute of Neuroscience, Université Catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium
| | - Samar M. Hatem
- Institute of Neuroscience, Université Catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium
- Physical and Rehabilitation Medicine, Brugmann University Hospital, Brussels, Belgium
- Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel, Brussels, Belgium
- Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Brussels, Belgium
| | - Kathleen M. Friel
- Burke-Cornell Medical Research Institute, White Plains, NY, United States
| | - Andrew M. Gordon
- Department of Biobehavioral Sciences, Teachers College, Columbia University, New York, NY, United States
| | - Yannick Bleyenheuft
- Institute of Neuroscience, Université Catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium
- *Correspondence: Yannick Bleyenheuft,
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20
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Hong KT, Shin SH, Choi YH, Kim EK, Kim HS. Case Series of Isolated Deep Gray Matter Injuries in Preterm Infants. NEONATAL MEDICINE 2022. [DOI: 10.5385/nm.2022.29.3.117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
Hypoxic-ischemic encephalopathy in neonates is an important cause of brain damage that leads to severe neurological sequelae or death. Brain injury patterns on magnetic resonance imaging (MRI) scans are used to predict neurodevelopmental outcome severity. This case series describes the clinical manifestations and neurologic outcomes of four preterm infants with isolated deep gray matter injuries. Basal ganglia and thalamic lesions were noted without white matter and cerebral cortex lesion on brain MRI. All patients were preterm infants born at less than 33 weeks’ gestation and required resuscitation in the delivery room. All had seizures during the neonatal period requiring anti-seizure medications. Severe neurologic disability was identified in three patients using neurodevelopmental assessment tools. Another patient has not been evaluated with assessment tools yet as he was 2 months’ corrected age, but he was supported by home ventilation via a tracheostomy due to insufficient self-respiration. This case series demonstrates that isolated deep gray matter injuries in preterm infants could predict severe neurodevelopmental outcomes.
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21
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Kasirer Y, David EB, Hammerman C, Shchors I, Nun AB. Hypercapnia: An Added Culprit in Gray Matter Injury in Preterm Neonates. Neuropediatrics 2022; 53:251-256. [PMID: 34983072 DOI: 10.1055/a-1730-7878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Over the last decade, there has been increased recognition of diverse forms of primary gray matter injury (GMI) in postpreterm neonates. In this study, we aimed to assess whether early neonatal hypercapnia in the preterm infant was associated with GMI on magnetic resonance imaging (MRI) at term equivalent age (TEA). All blood gases taken during the first 2 weeks of life were analyzed for hypercapnia. MRI was performed at TEA postpreterm infants using a unique neonatal MRI 1T scanner. The neonatal MRI scans were assessed using a standardized scoring system, the Kidokoro scoring system, a method used to assess abnormal brain metrics and the presence and severity of brain abnormalities. Subscores are assigned for different regions of the brain. Twenty-nine infants were studied, about half of whom had evidence of some gray matter abnormality. Fifteen of the infants were hypercapnic. The hypercapnic infants had significantly higher deep gray matter abnormality readings as compared with the nonhypercapnic infants (12 [11; 12] vs. 10 [8; 11], respectively; p = 0.0106). Correlations were observed between peak pCO2 over the first 2 weeks of life and the overall gray matter abnormality score (GMAS) at TEA, and between the percentage of hypercapnic blood gases during the first 2 weeks of life and the GMAS. All of the infants in our population who had severe GMI at TEA were hypercapnic in the first 2 weeks of life. In conclusion, our data show a correlation between early hypercapnia in preterm neonates and GMI at TEA.
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Affiliation(s)
- Yair Kasirer
- Department of Neonatology, Shaare Zedek Medical Center, Jerusalem, Israel.,Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Eliel Ben David
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.,Department of Radiology, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Cathy Hammerman
- Department of Neonatology, Shaare Zedek Medical Center, Jerusalem, Israel.,Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Irina Shchors
- Department of Neonatology, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Alona Bin Nun
- Department of Neonatology, Shaare Zedek Medical Center, Jerusalem, Israel.,Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
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22
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Troha Gergeli A, Škofljanec A, Neubauer D, Paro Panjan D, Kodrič J, Osredkar D. Prognostic Value of Various Diagnostic Methods for Long-Term Outcome of Newborns After Hypoxic-Ischemic Encephalopathy Treated With Hypothermia. Front Pediatr 2022; 10:856615. [PMID: 35463898 PMCID: PMC9021608 DOI: 10.3389/fped.2022.856615] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 03/07/2022] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION Prediction of outcome in newborns with hypoxic-ischemic encephalopathy (HIE) has been modulated by hypothermia treatment (HT). We assessed the predictive value of diagnostic methods commonly used in neonates with HIE for short-term neurodevelopmental outcome and long-term neurological outcome. MATERIALS AND METHODS This longitudinal cohort study followed up 50 term newborns who underwent HT after HIE between July 2006 and August 2015, until preschool age. We estimated sensitivity and specificity for short-term neurodevelopmental outcome at 18 months and long-term neurological outcome at five years based on Amiel-Tison Neurological Assessment (ATNA), electroencephalography (EEG), and magnetic resonance imaging (MRI) performed in the neonatal period. RESULTS The accuracy of all neonatal methods tested was higher for long-term neurological outcome compared to the predictive accuracy for short-term neurodevelopmental outcome at 18-24 months. Sensitivity and specificity in predicting unfavorable long-term neurological outcome were: MRI (sensitivity 1.0 [95%CI 0.96-1.0]; specificity 0.91 [95%CI 0.86-1.0]), EEG (sensitivity 0.94 [95%CI 0.71-1.0]; specificity 1.0 [95% CI 0.89-1.0]), and ATNA (sensitivity 0.94 [95%CI 0.71-1.0]; specificity 0.91 [95%CI 0.76-0.98]). CONCLUSION MRI is a powerful predictor of long-term neurological outcome when performed in the first week after HIE in HT treated infants, as are EEG and ATNA performed in the second or third week postnatally.
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Affiliation(s)
- Anja Troha Gergeli
- Department of Child, Adolescent and Developmental Neurology, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Andreja Škofljanec
- Pediatric Intensive Care, University Medical Centre Ljubljana, Ljubljana, Slovenia
- Health Institution Zdravje, Ljubljana, Slovenia
| | - David Neubauer
- Department of Child, Adolescent and Developmental Neurology, University Medical Centre Ljubljana, Ljubljana, Slovenia
- Center for Developmental Neuroscience, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Darja Paro Panjan
- Center for Developmental Neuroscience, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
- Department of Neonatology, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Jana Kodrič
- Unit of Child Psychiatry of the University Children's Hospital, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Damjan Osredkar
- Department of Child, Adolescent and Developmental Neurology, University Medical Centre Ljubljana, Ljubljana, Slovenia
- Center for Developmental Neuroscience, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
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23
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Arriaga-Redondo M, Bravo DB, Del Hoyo AA, Arrondo AP, Martín YR, Sánchez-Luna M. Prognostic value of somatosensory-evoked potentials in the newborn with hypoxic-ischemic encephalopathy after the introduction of therapeutic hypothermia. Eur J Pediatr 2022; 181:1609-1618. [PMID: 35066625 DOI: 10.1007/s00431-021-04336-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 11/26/2021] [Accepted: 11/30/2021] [Indexed: 11/29/2022]
Abstract
UNLABELLED To establish the ability of somatosensory-evoked potentials (SEPs) to detect neurological damage in neonatal patients with hypoxic-ischemic encephalopathy (HIE) treated with therapeutic hypothermia (TH). Retrospective study including 84 neonates ≥ 36 weeks of gestational age with HIE and TH with SEPs performed in the first 14 days of life. SEPs from the median nerve were performed after completion of TH. Either unilateral or bilateral absence of N20, or unilateral or bilateral latency ≥ 36 ms, was considered pathological. All newborns underwent a cerebral resonance imaging (MRI) at between days 7 and 14 of life and a neurodevelopmental evaluation using the Brunet-Lezine test at two years of age; a global Brunet-Lezine test score < 70 was considered unfavorable. The risk of moderate-to-severe alteration on basal ganglia-thalamic (BGT) and/or white matter areas on MRI for pathological SEPs was as follows: odds ratio 95% IC: 23.1 (6.9-76.9), sensitivity 78.6%, specificity 86.3%, positive predictive value 75.9%, and negative predictive value 88%. The BGT and internal capsule were the areas with the greatest risk of lesion with an altered SEPs: odds ratio 95% IC 93.1 (11.1-777.8). The risk of neurodevelopmental impairment for pathological SEPs was odds ratio 95% IC: 38.5 (4.4-335.3), sensitivity 91.7%, specificity 77.8% positive predictive value 52.4%, and negative predictive value 97.2%. CONCLUSION The present study demonstrates the good predictive capacity of SEPs performed in the first two weeks of life in newborns with HIE and TH to detect an increased risk of neuroimaging lesions and neurodevelopmental impairment at two years of age. WHAT IS KNOWN • Bilateral absence of the N20 cortical component of somatosensory evoked potentials has been associated with poor neurological outcome in neonates with hypoxic-ischemic encephalopathy. WHAT IS NEW • This work confirms the predictive capacity of SEPs by adding two important aspects: the value of latency when interpreting SEPs results and the absence of effect of the hypothermia method used on the results of SEPs.
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Affiliation(s)
- María Arriaga-Redondo
- Neonatology Department, Neonatology Division, Gregorio Marañón University Hospital, C/Maiquez 9, 28009, Madrid, Spain.
| | - Dorotea Blanco Bravo
- Neonatology Department, Neonatology Division, Gregorio Marañón University Hospital, C/Maiquez 9, 28009, Madrid, Spain
| | | | - Ana Polo Arrondo
- Neurophysiology Department, Gregorio Marañón University Hospital, Madrid, Spain
| | | | - Manuel Sánchez-Luna
- Neonatology Department, Neonatology Division, Gregorio Marañón University Hospital, C/Maiquez 9, 28009, Madrid, Spain
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24
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Parmentier CEJ, de Vries LS, Groenendaal F. Magnetic Resonance Imaging in (Near-)Term Infants with Hypoxic-Ischemic Encephalopathy. Diagnostics (Basel) 2022; 12:diagnostics12030645. [PMID: 35328199 PMCID: PMC8947468 DOI: 10.3390/diagnostics12030645] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 03/03/2022] [Accepted: 03/04/2022] [Indexed: 01/14/2023] Open
Abstract
Hypoxic-ischemic encephalopathy (HIE) is a major cause of neurological sequelae in (near-)term newborns. Despite the use of therapeutic hypothermia, a significant number of newborns still experience impaired neurodevelopment. Neuroimaging is the standard of care in infants with HIE to determine the timing and nature of the injury, guide further treatment decisions, and predict neurodevelopmental outcomes. Cranial ultrasonography is a helpful noninvasive tool to assess the brain before initiation of hypothermia to look for abnormalities suggestive of HIE mimics or antenatal onset of injury. Magnetic resonance imaging (MRI) which includes diffusion-weighted imaging has, however, become the gold standard to assess brain injury in infants with HIE, and has an excellent prognostic utility. Magnetic resonance spectroscopy provides complementary metabolic information and has also been shown to be a reliable prognostic biomarker. Advanced imaging modalities, including diffusion tensor imaging and arterial spin labeling, are increasingly being used to gain further information about the etiology and prognosis of brain injury. Over the past decades, tremendous progress has been made in the field of neonatal neuroimaging. In this review, the main brain injury patterns of infants with HIE, the application of conventional and advanced MRI techniques in these newborns, and HIE mimics, will be described.
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Affiliation(s)
- Corline E. J. Parmentier
- Department of Neonatology, University Medical Center Utrecht, 3584 EA Utrecht, The Netherlands; (C.E.J.P.); (L.S.d.V.)
| | - Linda S. de Vries
- Department of Neonatology, University Medical Center Utrecht, 3584 EA Utrecht, The Netherlands; (C.E.J.P.); (L.S.d.V.)
- Department of Neonatology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Floris Groenendaal
- Department of Neonatology, University Medical Center Utrecht, 3584 EA Utrecht, The Netherlands; (C.E.J.P.); (L.S.d.V.)
- Correspondence:
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25
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Sanislow W, Singh E, Yang E, Inder T, El-Dib M. Value of cranial ultrasound at initiation of therapeutic hypothermia for neonatal encephalopathy. J Perinatol 2022; 42:335-340. [PMID: 34663900 DOI: 10.1038/s41372-021-01233-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 09/22/2021] [Accepted: 10/01/2021] [Indexed: 11/09/2022]
Abstract
OBJECTIVE There is variation in the clinical practice for the use of cranial ultrasound (cUS) at the time of initiation of therapeutic hypothermia (TH) for neonatal encephalopathy. The role of cUS in selecting patients who may benefit from TH or excluding those where TH may impose risk is unknown. STUDY DESIGN A retrospective study was conducted on infants who received TH at a single tertiary center. Findings from cUS at initiation of TH were compared to findings from MRI following the completion of TH. RESULTS One hundred and eight infants were studied. Of the 55 with abnormalities on early cUS, 50 did not have corresponding MRI abnormalities. In contrast, 16 infants had some degree of intracranial hemorrhage detected on their MRI that was not noted on earlier cUS. CONCLUSIONS This study challenges whether cUS is an essential universal screening tool prior to the commencement of TH.
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Affiliation(s)
- William Sanislow
- Department of Pediatric Newborn Medicine, Brigham and Women's Hospital, Boston, MA, USA.,University of Michigan, Ann Arbor, MI, USA
| | - Elizabeth Singh
- Department of Pediatric Newborn Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Edward Yang
- Harvard Medical School, Boston, MA, USA.,Boston Children's Hospital, Boston, MA, USA
| | - Terrie Inder
- Department of Pediatric Newborn Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Mohamed El-Dib
- Department of Pediatric Newborn Medicine, Brigham and Women's Hospital, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA.
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26
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Nakao M, Nanba Y, Okumura A, Hasegawa J, Toyokawa S, Ichizuka K, Kanayama N, Satoh S, Tamiya N, Nakai A, Fujimori K, Maeda T, Suzuki H, Iwashita M, Oka A, Ikeda T. Correlation between fetal heart rate evolution patterns and magnetic resonance imaging findings in severe cerebral palsy: A longitudinal study. BJOG 2022; 129:1574-1582. [PMID: 35007405 PMCID: PMC9545186 DOI: 10.1111/1471-0528.17089] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 11/17/2021] [Accepted: 11/24/2021] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To investigate the association between hypoxic-ischaemic insult timing and brain injury type in infants with severe cerebral palsy (CP). DESIGN Longitudinal study. SETTING Database of the Recurrence Prevention Committee, Japan Obstetric Compensation System for Cerebral Palsy. SAMPLE Infants with severe CP born at ≥34 weeks of gestation. METHODS The intrapartum fetal heart rate (FHR) strips were categorised as continuous bradycardia; persistently non-reassuring (NR-NR); reassuring-prolonged deceleration (R-PD); Hon's pattern (R-Hon); persistently reassuring (R-R); and unclassified. The brain magnetic resonance imaging (MRI) scans were categorised based on the predominant site involved: basal ganglia-thalamus (BGT); white matter (WM); watershed (WS); stroke; normal; and unclassified. MAIN OUTCOME MEASURES Manifestations of the brain MRI types and the association between FHR evolution pattern and MRI type were analysed. RESULTS Among 672 eligible infants, 76% had BGT-dominant injury, 5.4% WM, 1.2% WS, 1.6% stroke, 1.9% normal, and 14% unclassified. Placental abruption and small-for-gestational age were associated with an increased (adjusted odds ratio [aOR] 8.02) and decreased (aOR 0.38) risk of BGT injury, respectively. The majority of infants had BGT injury in most FHR groups (bradycardia, 97%; NR-NR, 75%; R-PD, 90%; R-Hon, 76%; and R-R, 45%). The risk profiles in case of BGT in the NR-NR group were similar to those in the R-PD and R-Hon groups. CONCLUSION BGT-dominant brain damage accounted for three-fourths of the cases of CP in term or near-term infants, even in prenatal onset cases. Hypoxic-ischaemic insult has a major impact on CP development during the antenatal period.
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Affiliation(s)
- Masahiro Nakao
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Obstetrics and Gynaecology, Mie University Graduate School of Medicine, Tsu, Japan.,Department of Obstetrics and Gynecology, Sakakibara Heart Institute, Tokyo, Japan
| | - Yukiko Nanba
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Paediatrics, National Rehabilitation Center for Children with Disabilities, Tokyo, Japan
| | - Asumi Okumura
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Obstetrics and Gynaecology, Mie University Graduate School of Medicine, Tsu, Japan
| | - Junichi Hasegawa
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Obstetrics and Gynaecology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Satoshi Toyokawa
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Public Health, The University of Tokyo, Tokyo, Japan
| | - Kiyotake Ichizuka
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Obstetrics and Gynaecology, Showa University Northern Yokohama Hospital, Yokohama, Japan
| | - Naohiro Kanayama
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Obstetrics and Gynaecology, Hamamatsu University School of Medicine, Shizuoka, Japan
| | - Shoji Satoh
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Maternal and Perinatal Care Centre, Oita Prefectural Hospital, Oita, Japan
| | - Nanako Tamiya
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Akihito Nakai
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Obstetrics and Gynaecology, Nippon Medical School, Tokyo, Japan
| | - Keiya Fujimori
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Obstetrics and Gynaecology, Fukushima Medical University, Fukushima, Japan
| | - Tsugio Maeda
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Maeda Clinic, Incorporated Association Anzu-kai, Shizuoka, Japan
| | - Hideaki Suzuki
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan
| | - Mitsutoshi Iwashita
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Kugayama Hospital, Tokyo, Japan
| | - Akira Oka
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Paediatrics, Saitama Children's Medical Centre, Saitama, Japan
| | - Tomoaki Ikeda
- The Recurrence Prevention Committee, The Japan Obstetric Compensation System for Cerebral Palsy, Japan Council for Quality Health Care, Tokyo, Japan.,Department of Obstetrics and Gynaecology, Mie University Graduate School of Medicine, Tsu, Japan
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27
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Aker K, Thomas N, Adde L, Koshy B, Martinez-Biarge M, Nakken I, Padankatti CS, Støen R. Prediction of outcome from MRI and general movements assessment after hypoxic-ischaemic encephalopathy in low-income and middle-income countries: data from a randomised controlled trial. Arch Dis Child Fetal Neonatal Ed 2022; 107:32-38. [PMID: 34112719 PMCID: PMC8685634 DOI: 10.1136/archdischild-2020-321309] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 03/26/2021] [Accepted: 04/20/2021] [Indexed: 11/12/2022]
Abstract
OBJECTIVE To evaluate the accuracy of neonatal MRI and general movements assessment (GMA) in predicting neurodevelopmental outcomes in infants with hypoxic-ischaemic encephalopathy (HIE). DESIGN Secondary analyses of a randomised controlled trial (RCT). SETTING Tertiary neonatal intensive care unit in India. METHODS Fifty infants with HIE were included in an RCT of therapeutic hypothermia (25 cooled and 25 non-cooled). All infants underwent brain MRI at day 5, GMA at 10-15 weeks and outcome assessments including Bayley Scales of Infant and Toddler Development, third edition, at 18 months. Associations between patterns of brain injury, presence/absence of fidgety movements (FMs) and outcomes were assessed. RESULTS Seventeen of 47 (36%) had adverse outcome (5 (21%) cooled vs 12 (52%) non-cooled, p=0.025). Eight infants died (four before an MRI, another three before GMA). Two developed severe cerebral palsy and seven had Bayley-III motor/cognitive composite score <85. Twelve (26%) had moderately/severely abnormal MRI and nine (23%) had absent FMs. The positive predictive value (95% CI) of an adverse outcome was 89% (53% to 98%) for moderate/severe basal ganglia and thalami (BGT) injury, 83% (56% to 95%) for absent/equivocal signal in the posterior limb of the internal capsule (PLIC) and 67% (38% to 87%) for absent FMs. Negative predictive values (95% CI) were 85% (74% to 92%) for normal/mild BGT injury, 90% (78% to 96%) for normal PLIC and 86% (74% to 93%) for present FMs. CONCLUSIONS Neonatal MRI and GMA predicted outcomes with high accuracy in infants with HIE. The GMA is a feasible low-cost method which can be used alone or complementary to MRI in low-resource settings to prognosticate and direct follow-up. TRIAL REGISTRATION NUMBER CTRI/2013/05/003693.
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Affiliation(s)
- Karoline Aker
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Faculty of Medicine and Health Sciences, Trondheim, Norway
- Department of Paediatrics, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Niranjan Thomas
- Department of Neonatology, Christian Medical College Vellore, Vellore, Tamil Nadu, India
| | - Lars Adde
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Faculty of Medicine and Health Sciences, Trondheim, Norway
- Clinic of Clinical Services, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Beena Koshy
- Department of Developmental Paediatrics, Christian Medical College Vellore, Vellore, Tamil Nadu, India
| | | | - Ingeborg Nakken
- Norwegian Advisory Unit for Functional MRI, Department of Radiology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Caroline S Padankatti
- Department of Developmental Paediatrics, Christian Medical College Vellore, Vellore, Tamil Nadu, India
| | - Ragnhild Støen
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Faculty of Medicine and Health Sciences, Trondheim, Norway
- Department of Paediatrics, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
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28
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Wang B, Zeng H, Liu J, Sun M. Effects of Prenatal Hypoxia on Nervous System Development and Related Diseases. Front Neurosci 2021; 15:755554. [PMID: 34759794 PMCID: PMC8573102 DOI: 10.3389/fnins.2021.755554] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/05/2021] [Indexed: 12/24/2022] Open
Abstract
The fetal origins of adult disease (FOAD) hypothesis, which was proposed by David Barker in the United Kingdom in the late 1980s, posited that adult chronic diseases originated from various adverse stimuli in early fetal development. FOAD is associated with a wide range of adult chronic diseases, including cardiovascular disease, cancer, type 2 diabetes and neurological disorders such as schizophrenia, depression, anxiety, and autism. Intrauterine hypoxia/prenatal hypoxia is one of the most common complications of obstetrics and could lead to alterations in brain structure and function; therefore, it is strongly associated with neurological disorders such as cognitive impairment and anxiety. However, how fetal hypoxia results in neurological disorders remains unclear. According to the existing literature, we have summarized the causes of prenatal hypoxia, the effects of prenatal hypoxia on brain development and behavioral phenotypes, and the possible molecular mechanisms.
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Affiliation(s)
- Bin Wang
- Institute for Fetology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Hongtao Zeng
- Institute for Fetology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jingliu Liu
- Institute for Fetology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Miao Sun
- Institute for Fetology, The First Affiliated Hospital of Soochow University, Suzhou, China
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29
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Esih K, Goričar K, Soltirovska-Šalamon A, Dolžan V, Rener-Primec Z. Genetic Polymorphisms, Gene-Gene Interactions and Neurologic Sequelae at Two Years Follow-Up in Newborns with Hypoxic-Ischemic Encephalopathy Treated with Hypothermia. Antioxidants (Basel) 2021; 10:antiox10091495. [PMID: 34573127 PMCID: PMC8465839 DOI: 10.3390/antiox10091495] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Revised: 09/09/2021] [Accepted: 09/17/2021] [Indexed: 01/18/2023] Open
Abstract
Inflammation and oxidative stress after hypoxic-ischemic brain injury may be modified by genetic variability in addition to therapeutic hypothermia. The aim of our study was to evaluate the association between the polymorphisms in genes of antioxidant and inflammatory pathways in newborns treated with therapeutic hypothermia and the development of epilepsy or CP at two years follow-up. The DNA of 55 subjects was isolated from buccal swabs. Genotyping using competitive allele-specific PCR was performed for polymorphisms in antioxidant (SOD2 rs4880, CAT rs1001179, GPX1 rs1050450) and inflammatory (NLRP3 rs35829419, CARD8 rs2043211, IL1B rs1143623, IL1B rs16944, IL1B rs10716 76, TNF rs1800629) pathways. Polymorphic CARD8 rs2043211 T allele was less frequent in patients with epilepsy, but the association was not statistically significant. The interaction between CARD8 rs2043211 and IL1B rs16944 was associated with epilepsy after HIE: CARD8 rs2043211 was associated with lower epilepsy risk, but only in carriers of two normal IL1B rs16944 alleles (ORadj = 0.03 95% CI = 0.00–0.55; padj = 0.019). Additionally, IL1B rs16944 was associated with higher epilepsy risk only in carriers of at least one polymorphic CARD8 rs2043211 (ORadj = 13.33 95% CI = 1.07–166.37; padj = 0.044). Our results suggest that gene–gene interaction in inflammation pathways might contribute to the severity of brain injury in newborns with HIE treated with therapeutic hypothermia.
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Affiliation(s)
- Katarina Esih
- Division of Pediatrics, Department of Child, Adolescent and Developmental Neurology, University Medical Centre Ljubljana, 1000 Ljubljana, Slovenia;
| | - Katja Goričar
- Pharmacogenetics Laboratory, Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia; (K.G.); (V.D.)
| | - Aneta Soltirovska-Šalamon
- Division of Pediatrics, Department of Neonatology, University Medical Centre Ljubljana, 1000 Ljubljana, Slovenia;
- Department of Pediatrics, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Vita Dolžan
- Pharmacogenetics Laboratory, Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia; (K.G.); (V.D.)
| | - Zvonka Rener-Primec
- Division of Pediatrics, Department of Child, Adolescent and Developmental Neurology, University Medical Centre Ljubljana, 1000 Ljubljana, Slovenia;
- Department of Pediatrics, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
- Correspondence: ; Tel.: +386-1-522-9302
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30
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Alexopoulos J, Giordano V, Janda C, Benavides‐Varela S, Seidl R, Doering S, Berger A, Bartha‐Doering L. The duration of intrauterine development influences discrimination of speech prosody in infants. Dev Sci 2021; 24:e13110. [PMID: 33817911 PMCID: PMC11475226 DOI: 10.1111/desc.13110] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 02/17/2021] [Accepted: 03/05/2021] [Indexed: 11/26/2022]
Abstract
Auditory speech discrimination is essential for normal language development. Children born preterm are at greater risk of language developmental delays. Using functional near-infrared spectroscopy at term-equivalent age, the present study investigated early discrimination of speech prosody in 62 neonates born between week 23 and 41 of gestational age (GA). We found a significant positive correlation between GA at birth and neural discrimination of forward versus backward speech at term-equivalent age. Cluster analysis identified a critical threshold at around week 32 of GA, pointing out the existence of subgroups. Infants born before week 32 of GA exhibited a significantly different pattern of hemodynamic response to speech stimuli compared to infants born at or after week 32 of GA. Thus, children born before the GA of 32 weeks are especially vulnerable to early speech discrimination deficits. To support their early language development, we therefore suggest a close follow-up and additional speech and language therapy especially in the group of children born before week 32 of GA.
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Affiliation(s)
- Johanna Alexopoulos
- Department of Psychoanalysis and PsychotherapyMedical University of ViennaViennaAustria
- Department of Pediatrics and Adolescent MedicineComprehensive Center for PediatricsMedical University of ViennaViennaAustria
| | - Vito Giordano
- Department of Pediatrics and Adolescent MedicineComprehensive Center for PediatricsMedical University of ViennaViennaAustria
| | - Charlotte Janda
- Department of Pediatrics and Adolescent MedicineComprehensive Center for PediatricsMedical University of ViennaViennaAustria
| | | | - Rainer Seidl
- Department of Pediatrics and Adolescent MedicineComprehensive Center for PediatricsMedical University of ViennaViennaAustria
| | - Stephan Doering
- Department of Psychoanalysis and PsychotherapyMedical University of ViennaViennaAustria
| | - Angelika Berger
- Department of Pediatrics and Adolescent MedicineComprehensive Center for PediatricsMedical University of ViennaViennaAustria
| | - Lisa Bartha‐Doering
- Department of Pediatrics and Adolescent MedicineComprehensive Center for PediatricsMedical University of ViennaViennaAustria
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31
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Koskela T, Kendall GS, Memon S, Sokolska M, Mabuza T, Huertas-Ceballos A, Mitra S, Robertson NJ, Meek J, Whitehead K. Prognostic value of neonatal EEG following therapeutic hypothermia in survivors of hypoxic-ischemic encephalopathy. Clin Neurophysiol 2021; 132:2091-2100. [PMID: 34284244 PMCID: PMC8407358 DOI: 10.1016/j.clinph.2021.05.031] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 05/10/2021] [Accepted: 05/25/2021] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Early prediction of neurological deficits following neonatal hypoxic-ischemic encephalopathy (HIE) may help to target support. Neonatal animal models suggest that recovery following hypoxia-ischemia depends upon cortical bursting. To test whether this holds in human neonates, we correlated the magnitude of cortical bursting during recovery (≥postnatal day 3) with neurodevelopmental outcomes. METHODS We identified 41 surviving infants who received therapeutic hypothermia for HIE (classification at hospital discharge: 19 mild, 18 moderate, 4 severe) and had 9-channel electroencephalography (EEG) recordings as part of their routine care. We correlated burst power with Bayley-III cognitive, motor and language scores at median 24 months. To examine whether EEG offered additional prognostic information, we controlled for structural MRI findings. RESULTS Higher power of central and occipital cortical bursts predicted worse cognitive and language outcomes, and higher power of central cortical bursts predicted worse motor outcome, all independently of structural MRI findings. CONCLUSIONS Clinical EEG after postnatal day 3 may provide additional prognostic information by indexing persistent active mechanisms that either support recovery or exacerbate brain damage, especially in infants with less severe encephalopathy. SIGNIFICANCE These findings could allow for the effect of clinical interventions in the neonatal period to be studied instantaneously in the future.
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Affiliation(s)
- Tuomas Koskela
- Research IT Services, University College London, London WC1E 7HB, UK.
| | - Giles S Kendall
- Neonatal Intensive Care Unit, Elizabeth Garrett Anderson Wing, University College London Hospitals, London WC1E 6DB, UK; Academic Neonatology, Institute for Women's Health, University College London, London WC1E 6HU, UK.
| | - Sara Memon
- Department of Neuroscience, Physiology & Pharmacology, University College London, London WC1E 6BT, UK.
| | - Magdalena Sokolska
- Department of Medical Physics and Biomedical Engineering, Elizabeth Garrett Anderson Wing, University College London Hospitals, London WC1E 6DB, UK.
| | - Thalitha Mabuza
- Neonatal Intensive Care Unit, Elizabeth Garrett Anderson Wing, University College London Hospitals, London WC1E 6DB, UK.
| | - Angela Huertas-Ceballos
- Neonatal Intensive Care Unit, Elizabeth Garrett Anderson Wing, University College London Hospitals, London WC1E 6DB, UK.
| | - Subhabrata Mitra
- Neonatal Intensive Care Unit, Elizabeth Garrett Anderson Wing, University College London Hospitals, London WC1E 6DB, UK; Academic Neonatology, Institute for Women's Health, University College London, London WC1E 6HU, UK.
| | - Nicola J Robertson
- Neonatal Intensive Care Unit, Elizabeth Garrett Anderson Wing, University College London Hospitals, London WC1E 6DB, UK; Academic Neonatology, Institute for Women's Health, University College London, London WC1E 6HU, UK; Centre for Clinical Brain Sciences, University of Edinburgh, Chancellors Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK.
| | - Judith Meek
- Neonatal Intensive Care Unit, Elizabeth Garrett Anderson Wing, University College London Hospitals, London WC1E 6DB, UK.
| | - Kimberley Whitehead
- Neonatal Intensive Care Unit, Elizabeth Garrett Anderson Wing, University College London Hospitals, London WC1E 6DB, UK; Department of Neuroscience, Physiology & Pharmacology, University College London, London WC1E 6BT, UK.
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Abstract
Diffusion magnetic resonance imaging (MRI) offers a wealth of information regarding the neonatal brain. Diffusion anisotropy values reflect changes in the microstructure that accompany early maturation of white and gray matter. In term neonates with neonatal encephalopathy, diffusion imaging provides a useful means of assessing brain injury during the first week of life. In preterm neonates, measures of white matter anisotropy provide information on the nature and extent of white matter disruption. Subsequently, diffusion MRI plays an important role in illuminating fundamental elements of brain development and fulfilling the clinical need to develop prognostic indicators for term and preterm infants.
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Affiliation(s)
- Jeffrey J Neil
- Department of Neurology, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8111, St Louis, MO 63110-1093, USA; Department of Pediatrics, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8116, St Louis, MO 63110-1093, USA; Department of Radiology, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8131, St Louis, MO 63110-1093, USA
| | - Christopher D Smyser
- Department of Neurology, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8111, St Louis, MO 63110-1093, USA; Department of Pediatrics, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8116, St Louis, MO 63110-1093, USA; Department of Radiology, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8131, St Louis, MO 63110-1093, USA.
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33
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Chintalapati K, Miao H, Mathur A, Neil J, Aravamuthan BR. Objective and Clinically Feasible Analysis of Diffusion MRI Data can Help Predict Dystonia After Neonatal Brain Injury. Pediatr Neurol 2021; 118:6-11. [PMID: 33677143 DOI: 10.1016/j.pediatrneurol.2020.11.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 11/12/2020] [Accepted: 11/15/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND Dystonia in cerebral palsy is debilitating but underdiagnosed precluding targeted treatment that is most effective if instituted early. Deep gray matter injury is associated with dystonic cerebral palsy but is difficult to quantify. Objective and clinically feasible identification of injury preceding dystonia could help determine the children at the highest risk for developing dystonia and thus facilitate early dystonia detection. METHODS We examined brain magnetic resonance images from four- to five-day-old neonates after therapeutic hypothermia for hypoxic-ischemic encephalopathy at a tertiary care center. Apparent diffusion coefficient values in the striatum and thalamus were determined using a web-based viewer integrated with the electronic medical record (IBM iConnect Access). The notes of specialists in neonatal neurology, pediatric movement disorders, and pediatric cerebral palsy (physicians most familiar with motor phenotyping after neonatal brain injury) were screened for all subjects through age of five years for motor phenotype documentation. RESULTS Striatal and thalamic apparent diffusion coefficient values significantly predicted dystonia with receiver operator characteristic areas under the curve of 0.862 (P = 0.0004) and 0.838 (P = 0.001), respectively (n = 50 subjects). Striatal apparent diffusion coefficient values less than 1.014 × 10-3 mm2/s provided 100% specificity and 70% sensitivity for dystonia. Thalamic apparent diffusion coefficient values less than 0.973 × 10-3 mm2/s provided 100% specificity and 80% sensitivity for dystonia. CONCLUSIONS Lower striatal and thalamic apparent diffusion coefficient values predicted dystonia in four- to five-day-old neonates who underwent therapeutic hypothermia for hypoxic ischemic encephalopathy. Objective and clinically feasible neonatal brain imaging assessment could help increase vigilance for dystonia in cerebral palsy.
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Affiliation(s)
- Keerthana Chintalapati
- Division of Pediatric Neurology, Department of Neurology, Washington University School of Medicine and St. Louis Children's Hospital, St. Louis, Missouri
| | - Hanyang Miao
- Division of Pediatric Neurology, Department of Neurology, Washington University School of Medicine and St. Louis Children's Hospital, St. Louis, Missouri
| | - Amit Mathur
- Division of Neonatology, Department of Pediatrics, St. Louis University and Cardinal Glennon Children's Hospital, St. Louis, Missouri
| | - Jeff Neil
- Division of Pediatric Neurology, Department of Neurology, Washington University School of Medicine and St. Louis Children's Hospital, St. Louis, Missouri
| | - Bhooma R Aravamuthan
- Division of Pediatric Neurology, Department of Neurology, Washington University School of Medicine and St. Louis Children's Hospital, St. Louis, Missouri.
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34
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CARD8 and IL1B Polymorphisms Influence MRI Brain Patterns in Newborns with Hypoxic-Ischemic Encephalopathy Treated with Hypothermia. Antioxidants (Basel) 2021; 10:antiox10010096. [PMID: 33445495 PMCID: PMC7826682 DOI: 10.3390/antiox10010096] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 12/24/2020] [Accepted: 01/08/2021] [Indexed: 12/12/2022] Open
Abstract
Inflammation and oxidative stress are recognized as important contributors of brain injury in newborns due to a perinatal hypoxic-ischemic (HI) insult. Genetic variability in these pathways could influence the response to HI and the outcome of brain injury. The aim of our study was to evaluate the impact of common single-nucleotide polymorphisms in the genes involved in inflammation and response to oxidative stress on brain injury in newborns after perinatal HI insult based on the severity and pattern of magnetic resonance imaging (MRI) findings. The DNA of 44 subjects was isolated from buccal swabs. Genotyping was performed for NLRP3 rs35829419, CARD8 rs2043211, IL1B rs16944, IL1B rs1143623, IL1B rs1071676, TNF rs1800629, CAT rs1001179, SOD2 rs4880, and GPX1 rs1050450. Polymorphism in CARD8 was found to be protective against HI brain injury detected by MRI overall findings. Polymorphisms in IL1B were associated with posterior limb of internal capsule, basal ganglia, and white matter brain patterns determined by MRI. Our results suggest a possible association between genetic variability in inflammation- and antioxidant-related pathways and the severity of brain injury after HI insult in newborns.
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35
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Pisani F, Spagnoli C, Falsaperla R, Nagarajan L, Ramantani G. Seizures in the neonate: A review of etiologies and outcomes. Seizure 2021; 85:48-56. [PMID: 33418166 DOI: 10.1016/j.seizure.2020.12.023] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Revised: 12/24/2020] [Accepted: 12/26/2020] [Indexed: 12/21/2022] Open
Abstract
Neonatal seizures occur in their majority in close temporal relation to an acute brain injury or systemic insult, and are accordingly defined as acute symptomatic or provoked seizures. However less frequently, unprovoked seizures may also present in the neonatal period as secondary to structural brain abnormalities, thus corresponding to structural epilepsies, or to genetic conditions, thus corresponding to genetic epilepsies. Unprovoked neonatal seizures should be thus considered as the clinical manifestation of early onset structural or genetic epilepsies that often have the characteristics of early onset epileptic encephalopathies. In this review, we address the conundrum of neonatal seizures including acute symptomatic, remote symptomatic, provoked, and unprovoked seizures, evolving to post-neonatal epilepsies, and neonatal onset epilepsies. The different clinical scenarios involving neonatal seizures, each with their distinct post-neonatal evolution are presented. The structural and functional impact of neonatal seizures on brain development and the concept of secondary epileptogenesis, with or without a following latent period after the acute seizures, are addressed. Finally, we underline the need for an early differential diagnosis between an acute symptomatic seizure and an unprovoked seizure, since it is associated with fundamental differences in clinical evolution. These are crucial aspects for neonatal management, counselling and prognostication. In view of the above aspects, we provide an outlook on future strategies and potential lines of research in this field.
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Affiliation(s)
- Francesco Pisani
- Child Neuropsychiatry Unit, Medicine and Surgery Department, University of Parma, Italy
| | - Carlotta Spagnoli
- Child Neurology Unit, Department of Pediatrics, Azienda USL-IRCCS, Reggio Emilia, Italy
| | - Raffaele Falsaperla
- Neonatal Intensive Care Unit, University-Hospital Policlinico Vittorio Emanuele, Catania, Italy
| | - Lakshmi Nagarajan
- Children's Neuroscience Service, Department of Neurology, Perth Children's Hospital, Australia
| | - Georgia Ramantani
- Department of Neuropediatrics, University Children's Hospital Zurich, Switzerland.
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36
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Baxter P. Markers of perinatal hypoxia-ischaemia and neurological injury: assessing the impact of insult duration. Dev Med Child Neurol 2020; 62:563-568. [PMID: 31872436 DOI: 10.1111/dmcn.14421] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/21/2019] [Indexed: 12/30/2022]
Abstract
Hypoxic-ischaemic insults occurring during or after birth can cause both acute and long-term neurological impairment. The duration of the insult is a critical factor, but most published reports of duration have important limitations. After the onset of a persistent bradycardia in 125 term born infants, abnormal outcomes occurred in two by 10 minutes, in 12 out of 47 (26%) delivered between 11 and 20 minutes, and in 55 out of 65 (85%) delivered after 20 minutes. Series with unspecified gestation or including infants born preterm give comparable results in over 500 additional cases. Before 20 minutes there was little correlation with severity, while after 20 minutes most were severely impaired. Limited neuroimaging data suggest that damage restricted to the basal ganglia and thalamus may begin to occur after 10 minutes, associated Rolandic damage after 15 minutes, and other cortical involvement after 20 minutes. Associated white matter damage can occur after any duration. There were little data for other patterns of damage. WHAT THIS PAPER ADDS: Some term born infants can withstand 20 minutes of fetal bradycardia without acute or chronic damage. Durations in humans are not the same as in animal models.
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Affiliation(s)
- Peter Baxter
- Sheffield Children's NHS Foundation Trust, Sheffield, UK
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37
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Mietzsch U, Radhakrishnan R, Boyle FA, Juul S, Wood TR. Active cooling temperature required to achieve therapeutic hypothermia correlates with short-term outcome in neonatal hypoxic-ischaemic encephalopathy. J Physiol 2020; 598:415-424. [PMID: 31777079 DOI: 10.1113/jp278790] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2019] [Accepted: 11/26/2019] [Indexed: 11/08/2022] Open
Abstract
KEY POINTS Hypoxic-ischaemic encephalopathy (HIE) affects 2-4/1000 live term births. Treatment with therapeutic hypothermia (TH) improves the long-term neurodevelopmental outcome of neonates with moderate to severe HIE. However, early prediction of outcome still remains challenging, and no reliable and easily obtainable biomarker has been identified to date. Neonates with HIE display impaired thermoregulation, resulting in spontaneous hypothermia. The degree of cooling required to achieve TH may therefore act as a biomarker of injury severity. The present study demonstrates a correlation between servo-controlled mattress temperature during TH and short-term outcome. Neonates with an unfavourable outcome require less cooling to maintain a core temperature between 33 and 34°C during TH compared to neonates with a favourable outcome. The degree of impaired temperature regulation was strongly associated with a high magnetic resonance imaging injury score and death. Cooling device output temperature is a potential and easily obtainable early physiological biomarker of outcome in infants with HIE undergoing TH. ABSTRACT Neonatal hypoxic-ischaemic encephalopathy (HIE) is a leading cause of death and disability in children. Therapeutic hypothermia (TH) at 33.5°C for 72 h is the only therapy to date shown to improve outcome in moderate to severe HIE; however, assessment of severity and prediction of outcome remains challenging. Infants with HIE display significant physiological perturbations, including spontaneous hypothermia. We hypothesized that neonates with more severe brain injury on magnetic resonance imaging (MRI) would exhibit a greater degree of spontaneous hypothermia, and thus require less active cooling to attain TH. Twenty-eight neonates with moderate or severe HIE treated with TH were included in the present study. MRI images obtained on day of life 4-7 were scored according to standardized injury criteria. Unfavourable outcome was defined as death or significant grey matter injury on MRI according to a previously validated scoring system. A significantly higher cooling device output temperature was seen in infants with an unfavourable outcome. All neonates who required the mattress to provide a temperature ≥32°C to maintain their core body temperature at 33.5°C had a high likelihood of unfavourable outcome (likelihood ratio = 14.4). By contrast, infants who never required a device output temperature ≥32°C had a low likelihood of an unfavourable outcome (likelihood ratio = 0.07, P < 0.001). Infants with significant grey matter injury on MRI require less active cooling to maintain target temperature during TH. The cooling device output temperature has the potential to be an easily accessible physiological biomarker and predictor of injury and mortality in neonates with moderate or severe HIE.
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Affiliation(s)
- Ulrike Mietzsch
- Department of Pediatrics, Division of Neonatology, Indiana University School of Medicine, Indianapolis, IN, USA.,Department of Pediatrics, Division of Neonatology, University of Washington Medical School, Seattle, WA, USA
| | - Rupa Radhakrishnan
- Department of Radiology, Division of Neuroradiology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Frances A Boyle
- Department of Pediatrics, Division of Neonatology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Sandra Juul
- Department of Pediatrics, Division of Neonatology, University of Washington Medical School, Seattle, WA, USA
| | - Thomas R Wood
- Department of Pediatrics, Division of Neonatology, University of Washington Medical School, Seattle, WA, USA
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38
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Devi AK, Reddy C, Madaan P, Sankhyan N, Saini L. The Wrath of Severe Term Hypoxic-Ischemic Encephalopathy. Indian J Pediatr 2020; 87:86-87. [PMID: 31468313 DOI: 10.1007/s12098-019-03053-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Accepted: 07/31/2019] [Indexed: 11/30/2022]
Affiliation(s)
- Angom Kiran Devi
- Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Chaitanya Reddy
- Pediatric Neurology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Priyanka Madaan
- Pediatric Neurology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Naveen Sankhyan
- Pediatric Neurology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Lokesh Saini
- Pediatric Neurology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India.
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39
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Volpe JJ. Placental assessment provides insight into mechanisms and timing of neonatal hypoxic-ischemic encephalopathy. J Neonatal Perinatal Med 2019; 12:113-116. [PMID: 31256081 PMCID: PMC6597972 DOI: 10.3233/npm-190270] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Joseph J Volpe
- Department of Neurology, Harvard Medical School, Boston, MA, USA.,Department of Pediatric Newborn Medicine, Harvard Medical School, Boston, MA, USA
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40
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Bartha-Doering L, Alexopoulos J, Giordano V, Stelzer L, Kainz T, Benavides-Varela S, Wartenburger I, Klebermass-Schrehof K, Olischar M, Seidl R, Berger A. Absence of neural speech discrimination in preterm infants at term-equivalent age. Dev Cogn Neurosci 2019; 39:100679. [PMID: 31437736 PMCID: PMC6969359 DOI: 10.1016/j.dcn.2019.100679] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 04/29/2019] [Accepted: 07/01/2019] [Indexed: 02/08/2023] Open
Abstract
Children born preterm are at higher risk to develop language deficits. Auditory speech discrimination deficits may be early signs for language developmental problems. The present study used functional near-infrared spectroscopy to investigate neural speech discrimination in 15 preterm infants at term-equivalent age compared to 15 full term neonates. The full term group revealed a significantly greater hemodynamic response to forward compared to backward speech within the left hemisphere extending from superior temporal to inferior parietal and middle and inferior frontal areas. In contrast, the preterm group did not show differences in their hemodynamic responses during forward versus backward speech, thus, they did not discriminate speech from non-speech. Groups differed significantly in their responses to forward speech, whereas they did not differ in their responses to backward speech. The significant differences between groups point to an altered development of the functional network underlying language acquisition in preterm infants as early as in term-equivalent age.
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Affiliation(s)
- Lisa Bartha-Doering
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria; Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria.
| | - Johanna Alexopoulos
- Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria; Department of Psychoanalysis and Psychotherapy, Medical University Vienna, Vienna, Austria
| | - Vito Giordano
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria; Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Lisa Stelzer
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria; Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Theresa Kainz
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria; Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Silvia Benavides-Varela
- Department of Developmental Psychology and Socialization, University of Padova, Padova, Italy
| | - Isabell Wartenburger
- Cognitive Sciences, Department of Linguistics, University of Potsdam, Potsdam, Germany
| | - Katrin Klebermass-Schrehof
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria; Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Monika Olischar
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria; Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Rainer Seidl
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria; Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Angelika Berger
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria; Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria
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41
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James M, Connor CMO, Cullinane A, Murray DM, Boylan GB. Ophthalmic outcomes following neonatal hypoxic ischaemic encephalopathy; oculomotor, biometric and refractive data in early childhood. Eye (Lond) 2019; 33:1152-1157. [PMID: 30837711 PMCID: PMC6707298 DOI: 10.1038/s41433-019-0390-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Revised: 02/11/2019] [Accepted: 02/20/2019] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVES To investigate the functional and structural impact of neonatal hypoxic ischaemic encephalopathy (HIE) on childhood visual development. METHODS In a prospective study, the neurocognitive outcomes of 42 children with a history of neonatal HIE were assessed serially up to 5 years. For the ophthalmic component of the study, visual, refractive, orthoptic and ocular biometry measurements were obtained in 32 children, with axial length measurements estimated using the IOLMaster. RESULTS For the 32 children who completed the ophthalmic component of the study, severity of HIE grade was determined to be mild, moderate, or severe in 18 (56.3%), 13 (40.6%), and 1 (3.1%) cases, respectively. One (3.1%) child was classed as visually impaired. Twelve (37.5%) were found to have ametropia. Mean (±SD) axial length was 22.09 (±0.81) mm, within the normal range for the age of this cohort. Seven of the 42 (16.7%) children who were involved in the larger neurodevelopmental arm of the study had clinical evidence of a squint. There was no correlation between the severity of HIE grade at birth and axial length or occurrence of squint. CONCLUSIONS Neonatal HIE is associated with a higher incidence of squint compared with the general paediatric population. This occurred irrespective of severity of HIE grade. The ocular biometry measurements were consistent with published normative data, and no significant difference in ocular biometry was demonstrated between HIE severity groups.
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Affiliation(s)
- Mark James
- Medical Education Unit, University College Cork, Cork, Ireland.
- Department of Ophthalmology, Cork University Hospital, Cork, Ireland.
| | - Catherine M O' Connor
- Department of Paediatrics and Child Health, University College Cork, Cork, Ireland
- Irish Centre for Fetal and Neonatal Translational Research, Cork, Ireland
| | - Anthony Cullinane
- Department of Ophthalmology, Cork University Hospital, Cork, Ireland
| | - Deirdre M Murray
- Department of Paediatrics and Child Health, University College Cork, Cork, Ireland
- Irish Centre for Fetal and Neonatal Translational Research, Cork, Ireland
| | - Geraldine B Boylan
- Department of Paediatrics and Child Health, University College Cork, Cork, Ireland
- Irish Centre for Fetal and Neonatal Translational Research, Cork, Ireland
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42
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Chin EM, Jayakumar S, Ramos E, Gerner G, Soares BP, Cristofalo E, Leppert M, Allen M, Parkinson C, Johnston M, Northington F, Burton VJ. Preschool Language Outcomes following Perinatal Hypoxic-Ischemic Encephalopathy in the Age of Therapeutic Hypothermia. Dev Neurosci 2019; 40:1-11. [PMID: 31167188 PMCID: PMC6893079 DOI: 10.1159/000499562] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 03/10/2019] [Indexed: 11/19/2022] Open
Abstract
Early studies following perinatal hypoxic-ischemic encephalopathy (HIE) suggested expressive language deficits and academic difficulties, but there is only limited detailed study of language development in this population since the widespread adoption of therapeutic hypothermia (TH). Expressive and receptive language testing was performed as part of a larger battery with 45 children with a mean age of 26 months following perinatal HIE treated with TH. Overall cohort outcomes as well as the effects of gender, estimated household income, initial pH and base excess, and pattern of injury on neonatal brain MRI were assessed. The cohort overall demonstrated expressive language subscore, visual-reception subscore, and early learning composite scores significantly below test norms, with relative sparing of receptive language subscores. Poorer expressive language manifested as decreased vocabulary size and shorter utterances. Expressive language subscores showed a significant gender effect, and estimated socioeconomic status showed a significant effect on both receptive and expressive language subscores. Initial blood gas markers and modified Sarnat scoring did not show a significant effect on language subscores. Binarized MRI abnormality predicted a significant effect on both receptive and expressive language subscores; the presence of specific cortical/subcortical abnormalities predicted receptive language deficits. Overall, the language development profile of children following HIE in the era of hypothermia shows a relative strength in receptive language. Gender and socioeconomic status predominantly predict expressive language deficits; abnormalities detectable on MRI predominantly predict receptive language deficits.
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Affiliation(s)
- Eric M Chin
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA,
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA,
| | - Srishti Jayakumar
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ezequiel Ramos
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Gwendolyn Gerner
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Bruno P Soares
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Neuroradiology, Larner College of Medicine at The University of Vermont, Burlington, Vermont, USA
| | - Elizabeth Cristofalo
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Neonatology, Frederick Memorial Hospital, Frederick, Maryland, USA
| | - Mary Leppert
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Marilee Allen
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Charla Parkinson
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Michael Johnston
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Frances Northington
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Vera Joanna Burton
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Neurosciences Intensive Care Nursery, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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43
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Wheelock MD, Culver JP, Eggebrecht AT. High-density diffuse optical tomography for imaging human brain function. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2019; 90:051101. [PMID: 31153254 PMCID: PMC6533110 DOI: 10.1063/1.5086809] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2018] [Accepted: 04/14/2019] [Indexed: 05/08/2023]
Abstract
This review describes the unique opportunities and challenges for noninvasive optical mapping of human brain function. Diffuse optical methods offer safe, portable, and radiation free alternatives to traditional technologies like positron emission tomography or functional magnetic resonance imaging (fMRI). Recent developments in high-density diffuse optical tomography (HD-DOT) have demonstrated capabilities for mapping human cortical brain function over an extended field of view with image quality approaching that of fMRI. In this review, we cover fundamental principles of the diffusion of near infrared light in biological tissue. We discuss the challenges involved in the HD-DOT system design and implementation that must be overcome to acquire the signal-to-noise necessary to measure and locate brain function at the depth of the cortex. We discuss strategies for validation of the sensitivity, specificity, and reliability of HD-DOT acquired maps of cortical brain function. We then provide a brief overview of some clinical applications of HD-DOT. Though diffuse optical measurements of neurophysiology have existed for several decades, tremendous opportunity remains to advance optical imaging of brain function to address a crucial niche in basic and clinical neuroscience: that of bedside and minimally constrained high fidelity imaging of brain function.
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Affiliation(s)
- Muriah D. Wheelock
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri 63110, USA
| | | | - Adam T. Eggebrecht
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri 63110, USA
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44
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Barata L, Cabañas A, Lafuente H, Vargas C, Ceprián M, Campa L, Jiménez-Sánchez L, Pazos MR, Alvarez FJ, Martínez-Orgado J. aEEG and neurologic exam findings correlate with hypoxic-ischemic brain damage severity in a piglet survival model. Pediatr Res 2019; 85:539-545. [PMID: 30675020 DOI: 10.1038/s41390-019-0282-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 10/23/2018] [Accepted: 12/14/2018] [Indexed: 11/09/2022]
Abstract
BACKGROUND Newborn pigs offer theoretical advantages for studying newborn hypoxic-ischemic (HI) brain damage because of a development and structure similar to the human brain. However, the correlation between functional features and actual HI brain damage has not been reported. METHODS Newborn pigs were examined daily for 3 days after a HI insult using amplitude-integrated EEG (aEEG), and a neurobehavioral score enriched with stress and social and object interaction-driven activity evaluation. Brain damage was then assessed using histologic, immunohistochemical, and proton magnetic resonance spectroscopy studies. Brain concentration of several neurotransmitters was determined by HPLC. RESULTS HI insult led to aEEG amplitude decrease, muscle tone and activity impairment, eating disorders, poor environmental interaction, and increased motionless periods. Basal aEEG amplitude, muscle tone, and general behavior were the best predictive items for histological and biochemical (lactate/N-acetylaspartate ratio) brain damage. Hyperexcitable response to stress correlated inversely with brain damage. Motionless time, which correlated with brain damage severity, was inversely related to brain concentration of dopamine and norepinephrine. CONCLUSION Standard neurologic examination of brain activity and motor and behavioral performance of newborn pigs is a valuable tool to assess HI brain damage, thus offering a powerful translational model for HI brain damage pathophysiology and management studies.
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Affiliation(s)
- Lorena Barata
- Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
| | - Alberto Cabañas
- Instituto de Investigación Puerta de Hierro Majadahonda, Madrid, Spain
| | | | - Carlos Vargas
- Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
| | - María Ceprián
- Departamento de Bioquímica y Biología Molecular, CIBERNED, IRICYS, Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain
| | - Leticia Campa
- CSIC-Instituto de Investigaciones Biomedicas de Barcelona (IIBB), IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain
| | | | - M Ruth Pazos
- Laboratorio de Apoyo a la Investigación, Hospital Universitario Fundación Alcorcón, Madrid, Spain
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Smyser CD, Wheelock MD, Limbrick DD, Neil JJ. Neonatal brain injury and aberrant connectivity. Neuroimage 2019; 185:609-623. [PMID: 30059733 PMCID: PMC6289815 DOI: 10.1016/j.neuroimage.2018.07.057] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 06/21/2018] [Accepted: 07/24/2018] [Indexed: 12/12/2022] Open
Abstract
Brain injury sustained during the neonatal period may disrupt development of critical structural and functional connectivity networks leading to subsequent neurodevelopmental impairment in affected children. These networks can be characterized using structural (via diffusion MRI) and functional (via resting state-functional MRI) neuroimaging techniques. Advances in neuroimaging have led to expanded application of these approaches to study term- and prematurely-born infants, providing improved understanding of cerebral development and the deleterious effects of early brain injury. Across both modalities, neuroimaging data are conducive to analyses ranging from characterization of individual white matter tracts and/or resting state networks through advanced 'connectome-style' approaches capable of identifying highly connected network hubs and investigating metrics of network topology such as modularity and small-worldness. We begin this review by summarizing the literature detailing structural and functional connectivity findings in healthy term and preterm infants without brain injury during the postnatal period, including discussion of early connectome development. We then detail common forms of brain injury in term- and prematurely-born infants. In this context, we next review the emerging body of literature detailing studies employing diffusion MRI, resting state-functional MRI and other complementary neuroimaging modalities to characterize structural and functional connectivity development in infants with brain injury. We conclude by reviewing technical challenges associated with neonatal neuroimaging, highlighting those most relevant to studying infants with brain injury and emphasizing the need for further targeted study in this high-risk population.
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Affiliation(s)
- Christopher D Smyser
- Departments of Neurology, Pediatrics and Radiology, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8111, St. Louis, MO, 63110, USA.
| | - Muriah D Wheelock
- Department of Psychiatry, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8134, St. Louis, MO, 63110, USA.
| | - David D Limbrick
- Departments of Neurosurgery and Pediatrics, Washington University School of Medicine, One Children's Place, Suite S20, St. Louis, MO, 63110, USA.
| | - Jeffrey J Neil
- Department of Pediatric Neurology, Boston Children's Hospital, 300 Longwood Avenue, BCH3443, Boston, MA, 02115, USA.
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46
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Preventing childhood and lifelong disability: Maternal dietary supplementation for perinatal brain injury. Pharmacol Res 2018; 139:228-242. [PMID: 30227261 DOI: 10.1016/j.phrs.2018.08.022] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2018] [Revised: 07/29/2018] [Accepted: 08/24/2018] [Indexed: 12/30/2022]
Abstract
The majority of brain injuries that lead to cerebral palsy, developmental disability, and mental health disorders have their onset in utero. These lifelong conditions come with great economic and emotional burden as they impact function in nearly all domains of affected individuals' lives. Unfortunately, current therapeutic options are limited. There remains a focus on rescue, rehabilitation, and regeneration after the injury has occurred, rather than aiming to prevent the initial injury. Prevention would imply treating the mother during pregnancy to alter the fetal environment and in turn, treat the fetus. Fear of harming the developing fetus remains as a result of errors of the past such as the release of thalidomide. In this review, we outline evidence from animal studies and clinical trials that have explored maternal dietary supplementation with natural health products (including nutraceuticals and functional foods) for perinatal brain injury prevention. Namely, we discuss magnesium sulphate, creatine, choline, melatonin, resveratrol and broccoli sprouts/sulforaphane. Although clinical trials have only been completed in this realm for magnesium sulphate, results in animal models have been promising, suggesting that this is a productive avenue for further research. Natural health products may provide safe, effective, affordable, and easily accessible prevention of fetal brain injury and resulting lifelong disabilities.
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47
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Sorokan ST, Jefferies AL, Miller SP. L’imagerie du cerveau du nouveau-né à terme. Paediatr Child Health 2018. [DOI: 10.1093/pch/pxy002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- S Todd Sorokan
- Société canadienne de pédiatrie, comité d’étude du fœtus et du nouveau-né, Ottawa (Ontario)
| | - Ann L Jefferies
- Société canadienne de pédiatrie, comité d’étude du fœtus et du nouveau-né, Ottawa (Ontario)
| | - Steven P Miller
- Société canadienne de pédiatrie, comité d’étude du fœtus et du nouveau-né, Ottawa (Ontario)
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Abstract
Brain imaging is important for the diagnosis and management of sick term neonates. Although ultrasound and computed tomography may provide some information, magnetic resonance imaging is now the brain imaging modality of choice because it is the most sensitive technique for detecting and quantifying brain abnormalities and does not expose infants to radiation. This statement describes the principles, roles and limitations of these three imaging modalities and makes recommendations for appropriate use in term neonates. The primary focus is the brain of term infants with neonatal encephalopathy, many of whom are diagnosed with hypoxic-ischemic encephalopathy.
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Affiliation(s)
- S Todd Sorokan
- Canadian Paediatric Society, Fetus and Newborn Committee, Ottawa, Ontario
| | - Ann L Jefferies
- Canadian Paediatric Society, Fetus and Newborn Committee, Ottawa, Ontario
| | - Steven P Miller
- Canadian Paediatric Society, Fetus and Newborn Committee, Ottawa, Ontario
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49
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Zhang Y, Zhang M, Li L, Wei B, He A, Lu L, Li X, Zhang L, Xu Z, Sun M. Methylation-reprogrammed Wnt/β-catenin signalling mediated prenatal hypoxia-induced brain injury in foetal and offspring rats. J Cell Mol Med 2018; 22:3866-3874. [PMID: 29808608 PMCID: PMC6050486 DOI: 10.1111/jcmm.13660] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 03/27/2018] [Indexed: 12/13/2022] Open
Abstract
Prenatal hypoxia (PH) is a common pregnancy complication, harmful to brain development. This study investigated whether and how PH affected Wnt pathway in the brain. Pregnant rats were exposed to hypoxia (10.5% O2) or normoxia (21% O2; Control). Foetal brain weight and body weight were decreased in the PH group, the ratio of brain weight to body weight was increased significantly. Prenatal hypoxia increased mRNA expression of Wnt3a, Wnt7a, Wnt7b and Fzd4, but not Lrp6. Activated β‐catenin protein and Fosl1 expression were also significantly up‐regulated. Increased Hif1a expression was found in the PH group associated with the higher Wnt signalling. Among 5 members of the Sfrp family, Sfrp4 was down‐regulated. In the methylation‐regulating genes, higher mRNA expressions of Dnmt1 and Dnmt3b were found in the PH group. Sodium bisulphite and sequencing revealed hyper‐methylation in the promoter region of Sfrp4 gene in the foetal brain, accounting for its decreased expression and contributing to the activation of the Wnt‐Catenin signalling. The study of PC12 cells treated with 5‐aza further approved that decreased methylation could result in the higher Sfrp4 expression. In the offspring hippocampus, protein levels of Hif1a and mRNA expression of Sfrp4 were unchanged, whereas Wnt signal pathway was inhibited. The data demonstrated that PH activated the Wnt pathway in the foetal brain, related to the hyper‐methylation of Sfrp4 as well as Hif1a signalling. Activated Wnt signalling might play acute protective roles to the foetal brain in response to hypoxia, also would result in disadvantageous influence on the offspring in long‐term.
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Affiliation(s)
- Yingying Zhang
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China
| | - Mengshu Zhang
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China
| | - Lingjun Li
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China
| | - Bin Wei
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China
| | - Axin He
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China
| | - Likui Lu
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China
| | - Xiang Li
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China
| | - Lubo Zhang
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China.,Center for Perinatal Biology, Loma Linda University, Loma Linda, CA, USA
| | - Zhice Xu
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China.,Center for Perinatal Biology, Loma Linda University, Loma Linda, CA, USA
| | - Miao Sun
- Institute for Fetology, First Hospital of Soochow University, Suzhou, China
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50
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Abstract
Historically, there has been limited neuro-imaging data acquired on infants with mild neonatal encephalopathy (NE). This likely reflects the traditional assumption that these infants had a universally good prognosis. As new evidence has emerged challenging this assumption, there has been a renewed interest in the neuro-imaging findings of these infants. To date, magnetic resonance imaging (MRI) studies in infants with mild NE have demonstrated abnormalities in 20-40% of cases suggestive that the injury occurs during the peripartum period with a predominant watershed pattern of injury. The severity of the injury on MRI in infants with mild NE varies, but includes patterns of injury that have been associated with long-term neuro-developmental impairment.
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