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Christensen R, de Vries LS, Cizmeci MN. Neuroimaging to guide neuroprognostication in the neonatal intensive care unit. Curr Opin Pediatr 2024; 36:190-197. [PMID: 37800448 DOI: 10.1097/mop.0000000000001299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/07/2023]
Abstract
PURPOSE OF REVIEW Neurological problems are common in infants admitted to the neonatal intensive care unit (NICU). Various neuroimaging modalities are available for neonatal brain imaging and are selected based on presenting problem, timing and patient stability. RECENT FINDINGS Neuroimaging findings, taken together with clinical factors and serial neurological examination can be used to predict future neurodevelopmental outcomes. In this narrative review, we discuss neonatal neuroimaging modalities, and how these can be optimally utilized to assess infants in the NICU. We will review common patterns of brain injury and neurodevelopmental outcomes in hypoxic-ischemic encephalopathy, perinatal arterial ischemic stroke and preterm brain injury. SUMMARY Timely and accurate neuroprognostication can identify infants at risk for neurodevelopmental impairment and allow for early intervention and targeted therapies to improve outcomes.
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Affiliation(s)
- Rhandi Christensen
- Division of Neurology, The Hospital for Sick Children and the University of Toronto, Toronto, Canada
| | - Linda S de Vries
- Division of Neonatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Mehmet N Cizmeci
- Division of Neonatology, The Hospital for Sick Children and the University of Toronto, Toronto, Canada
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Chen JV, Li Y, Tang F, Chaudhari G, Lew C, Lee A, Rauschecker AM, Haskell-Mendoza AP, Wu YW, Calabrese E. Automated neonatal nnU-Net brain MRI extractor trained on a large multi-institutional dataset. Sci Rep 2024; 14:4583. [PMID: 38403673 PMCID: PMC10894871 DOI: 10.1038/s41598-024-54436-8] [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: 08/29/2023] [Accepted: 02/13/2024] [Indexed: 02/27/2024] Open
Abstract
Brain extraction, or skull-stripping, is an essential data preprocessing step for machine learning approaches to brain MRI analysis. Currently, there are limited extraction algorithms for the neonatal brain. We aim to adapt an established deep learning algorithm for the automatic segmentation of neonatal brains from MRI, trained on a large multi-institutional dataset for improved generalizability across image acquisition parameters. Our model, ANUBEX (automated neonatal nnU-Net brain MRI extractor), was designed using nnU-Net and was trained on a subset of participants (N = 433) enrolled in the High-dose Erythropoietin for Asphyxia and Encephalopathy (HEAL) study. We compared the performance of our model to five publicly available models (BET, BSE, CABINET, iBEATv2, ROBEX) across conventional and machine learning methods, tested on two public datasets (NIH and dHCP). We found that our model had a significantly higher Dice score on the aggregate of both data sets and comparable or significantly higher Dice scores on the NIH (low-resolution) and dHCP (high-resolution) datasets independently. ANUBEX performs similarly when trained on sequence-agnostic or motion-degraded MRI, but slightly worse on preterm brains. In conclusion, we created an automatic deep learning-based neonatal brain extraction algorithm that demonstrates accurate performance with both high- and low-resolution MRIs with fast computation time.
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Affiliation(s)
- Joshua V Chen
- Department of Radiology, University of California San Francisco, San Francisco, CA, USA
| | - Yi Li
- Department of Radiology, University of California San Francisco, San Francisco, CA, USA
| | - Felicia Tang
- Department of Radiology, University of California San Francisco, San Francisco, CA, USA
| | - Gunvant Chaudhari
- Department of Radiology, University of California San Francisco, San Francisco, CA, USA
| | - Christopher Lew
- Division of Neuroradiology, Department of Radiology, Duke University Medical Center, Durham, NC, 27710, USA
| | - Amanda Lee
- Division of Neuroradiology, Department of Radiology, Duke University Medical Center, Durham, NC, 27710, USA
| | - Andreas M Rauschecker
- Department of Radiology, University of California San Francisco, San Francisco, CA, USA
| | | | - Yvonne W Wu
- University of California San Francisco Weill Institute for Neurosciences, San Francisco, CA, USA
| | - Evan Calabrese
- Division of Neuroradiology, Department of Radiology, Duke University Medical Center, Durham, NC, 27710, USA.
- Duke Center for Artificial Intelligence in Radiology (DAIR), Durham, NC, USA.
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3
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Kao YCJ, Chen SH, Lu CF, Hsieh BY, Chen CY, Chang YC, Huang CC. Early neuroimaging and ultrastructural correlates of injury outcome after neonatal hypoxic-ischaemia. Brain Commun 2021; 3:fcab048. [PMID: 33981995 PMCID: PMC8103732 DOI: 10.1093/braincomms/fcab048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 01/12/2021] [Accepted: 02/11/2021] [Indexed: 11/16/2022] Open
Abstract
Hypoxic ischaemia encephalopathy is the major cause of brain injury in new-borns. However, to date, useful biomarkers which may be used to early predict neurodevelopmental impairment for proper commencement of hypothermia therapy is still lacking. This study aimed to determine whether the early neuroimaging characteristics and ultrastructural correlates were associated with different injury progressions and brain damage severity outcomes after neonatal hypoxic ischaemia. Longitudinal 7 T MRI was performed within 6 h, 24 h and 7 days after hypoxic ischaemia in rat pups. The brain damage outcome at 7 days post-hypoxic ischaemia assessed using histopathology and MRI were classified as mild, moderate and severe. We found there was a spectrum of different brain damage severity outcomes after the same duration of hypoxic ischaemia. The severity of brain damage determined using MRI correlated well with that assessed by histopathology. Quantitative MRI characteristics denoting water diffusivity in the tissue showed significant differences in the apparent diffusion coefficient deficit volume and deficit ratios within 6 h, at 24 h and 7 days after hypoxic ischaemia among the 3 different outcome groups. The susceptible brain areas to hypoxic ischaemia were revealed by the temporal changes in regional apparent diffusion coefficient values among three outcome groups. Within 6 h post-hypoxic ischaemia, a larger apparent diffusion coefficient deficit volume and deficit ratios and lower apparent diffusion coefficient values were highly associated with adverse brain damage outcome. In the apparent diffusion coefficient deficit areas detected early after hypoxic ischaemia which were highly associated with severe damage outcome, transmission electron microscopy revealed fragmented nuclei; swollen rough endoplasmic reticulum and degenerating mitochondria in the cortex and prominent myelin loss and axon detraction in the white matter. Taken together, different apparent diffusion coefficient patterns obtained early after hypoxic ischaemia are highly associated with different injury progression leading to different brain damage severity outcomes, suggesting the apparent diffusion coefficient characteristics may be applicable to early identify the high-risk neonates for hypothermia therapy.
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Affiliation(s)
- Yu-Chieh Jill Kao
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei 11221, Taiwan
| | - Seu-Hwa Chen
- Department of Anatomy and Cell Biology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
| | - Chia-Feng Lu
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei 11221, Taiwan
| | - Bao-Yu Hsieh
- Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang-Gung University, Taoyuan 33302, Taiwan.,Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital, Linkou, Taoyuan 33305, Taiwan
| | - Cheng-Yu Chen
- Department of Radiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan.,Department of Medical Imaging, Taipei Medical University Hospital, Taipei 11031, Taiwan
| | - Ying-Chao Chang
- Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Chao-Ching Huang
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 70428, Taiwan.,Department of Pediatrics, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
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Workineh Y, Semachew A, Ayalew E, Animaw W, Tirfie M, Birhanu M. Prevalence of perinatal asphyxia in East and Central Africa: systematic review and meta-analysis. Heliyon 2020; 6:e03793. [PMID: 32368646 PMCID: PMC7184262 DOI: 10.1016/j.heliyon.2020.e03793] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 12/10/2019] [Accepted: 04/14/2020] [Indexed: 01/01/2023] Open
Abstract
Background Birth asphyxia leads to about 4 million neonatal deaths every year around the globe. But, the pooled prevalence of asphyxia was not yet collated in East and Central African countries. Hence, this systematic review and meta-analysis aimed to determine the pooled prevalence of perinatal asphyxia in Central and East Africa. Methods PubMed, Google Scholar, Science Direct, Africa Index Medicus, Africa Journal Online, Excerpta Medica Database, and Cochrane Library databases were searched. All necessary data were extracted using a standardized data extraction format. Data were analyzed using STATA 14 statistical software. A heterogeneity of studies was assessed using the I2 statistics. Publication bias was checked by using a funnel plot and Egger's regression test. A random-effect model was computed to estimate the pooled prevalence of perinatal asphyxia. Results Thirteen full-text studies were included in the present meta-analysis. The pooled prevalence of perinatal asphyxia in this study was 15.9% (95%CI: 10.8, 21.0% [I2 = 94.6, p = 0.000]). Regional subgroup analysis indicated that the pooled prevalence of perinatal asphyxia was 18.0 % (95%CI:11.4, 26.7% [I2 = 96.00, p = 0.000]) and 9.1 % (95%CI:2.0, 16.2% [I2 = 90.80, P = 0.000]) in East and Central African countries respectively. Similarly, the level of perinatal asphyxia was varied based on asphyxia measuring tools. But the trim fill analysis pointed that there was no difference in the pooled prevalence of perinatal asphyxia in this study. Conclusion The pooled prevalence of perinatal asphyxia was high in the current study. It had also substantial variation across the regions and measuring tools. Therefore, there is a call to reduce the high burden of this problem in the region.
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Affiliation(s)
- Yinager Workineh
- Department of Child Health Nursing, College of Medicine and Health Sciences, Bahir Dar University, Ethiopia
| | - Ayele Semachew
- Department of Adult Health Nursing, College of Medicine and Health Sciences, Bahir Dar University, Ethiopia
| | - Emiru Ayalew
- Department of Adult Health Nursing, College of Medicine and Health Sciences, Bahir Dar University, Ethiopia
| | - Worku Animaw
- Department of Adult Health Nursing, College of Medicine and Health Sciences, Bahir Dar University, Ethiopia
| | - Mulat Tirfie
- Department of Nutrition, College of Medicine and Health Sciences, Bahir Dar University, Ethiopia
| | - Minychil Birhanu
- Department of Child Health Nursing, College of Medicine and Health Sciences, Bahir Dar University, Ethiopia
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Abstract
Neonatal encephalopathy is a major cause of neonatal mortality and morbidity. Therapeutic hypothermia is standard treatment for newborns at 35 weeks of gestation or more with intrapartum hypoxia-related neonatal encephalopathy. Term and late preterm infants with moderate-to-severe encephalopathy show improved survival and neurodevelopmental outcomes at 18 months of age after therapeutic hypothermia. Therapeutic hypothermia can increase survival without increasing major disability. Neonates with severe neonatal encephalopathy remain at risk of death or severe neurodevelopmental impairment. This guideline was prepared by the Turkish Neonatal Society to standardize the management of neonatal encephalopathy throughout the country.
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Affiliation(s)
- Mete Akisu
- Division of Neonatology, Department of Pediatrics, Ege University, Faculty of Medicine, İzmir, Turkey
| | - Abdullah Kumral
- Division of Neonatology, Department of Pediatrics, Dokuz Eylül University, Faculty of Medicine, İzmir, Turkey
| | - Fuat Emre Canpolat
- Clinic of Newborn, University of Health Sciences, Zekai Tahir Burak Women's Health Health Application and Research Center, Ankara, Turkey
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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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8
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A Controversial Medicolegal Issue: Timing the Onset of Perinatal Hypoxic-Ischemic Brain Injury. Mediators Inflamm 2017; 2017:6024959. [PMID: 28883688 PMCID: PMC5572618 DOI: 10.1155/2017/6024959] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2017] [Accepted: 07/18/2017] [Indexed: 12/11/2022] Open
Abstract
Perinatal hypoxic-ischemic brain injury, as a result of chronic, subacute, and acute insults, represents the pathological consequence of fetal distress and birth or perinatal asphyxia, that is, “nonreassuring fetal status.” Hypoxic-ischemic injury (HII) is typically characterized by an early phase of damage, followed by a delayed inflammatory local response, in an apoptosis-necrosis continuum. In the early phase, the cytotoxic edema and eventual acute lysis take place; with reperfusion, additional damage should be assigned to excitotoxicity and oxidative stress. Finally, a later phase involves all the inflammatory activity and long-term neural tissue repairing and remodeling. In this model mechanism, loss of mitochondrial function is supposed to be the hallmark of secondary injury progression, and autophagy which is lysosome-mediated play a role in enhancing brain injury. Early-induced molecules driven by hypoxia, as chaperonins HSPs and ORP150, besides common markers for inflammatory responses, have predictive value in timing the onset of neonatal HII; on the other hand, clinical biomarkers for HII diagnosis, as CK-BB, LDH, S-100beta, and NSE, could be useful to predict outcomes.
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Obeid R, Sogawa Y, Gedela S, Naik M, Lee V, Telesco R, Wisnowski J, Magill C, Painter MJ, Panigrahy A. The Correlation Between a Short-term Conventional Electroencephalography in the First Day of Life and Brain Magnetic Resonance Imaging in Newborns Undergoing Hypothermia for Hypoxic-Ischemic Encephalopathy. Pediatr Neurol 2017; 67:91-97. [PMID: 28089767 DOI: 10.1016/j.pediatrneurol.2016.10.020] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 10/19/2016] [Accepted: 10/25/2016] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Electroencephalograph recorded in the first day of life in newborns treated with hypothermia for hypoxic-ischemic encephalopathy could be utilized as a predictive tool for the severity of brain injury on magnetic resonance imaging and mortality. STUDY DESIGN We analyzed newborns who were admitted for therapeutic hypothermia due to hypoxic-ischemic encephalopathy. All enrolled infants underwent encephalography within the first 24 hours of life and underwent brain magnetic resonance imaging after rewarming. All encephalographs were independently reviewed for background amplitude, continuity, and variability. Brain injury determined by magnetic resonance imaging was scored using methods described by Bonifacio et al. RESULTS Forty-one newborns were included in the study. Each encephalograph variable correlated significantly with the severity of injury on brain magnetic resonance imaging (P < 0.001 for each). The overall encephalograph severity estimated as mild, moderate, and severe also correlated with injury (P < 0.001). Each encephalograph variable correlated with mortality (P < 0.001 for each) and also the overall encephalograph severity (P < 0.001). CONCLUSION Severity of electrographic findings on encephalograph in the first day of life during therapeutic hypothermia for hypoxic-ischemic encephalopathy correlated with the extent of injury on brain magnetic resonance imaging. This information may be useful for families and aid guide clinical decision making.
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Affiliation(s)
- Rawad Obeid
- Department of Neurology, Children's National Health System, Washington, District of Columbia.
| | - Yoshimi Sogawa
- Division of Pediatric Neurology, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania.
| | - Satyanarayana Gedela
- Division of Pediatric Neurology, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Monica Naik
- Division of Pediatric Neurology, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Vince Lee
- Division of Pediatric Radiology, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Richard Telesco
- Division of Newborn Medicine, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jessica Wisnowski
- Department of Radiology, Children's Hospital of Los Angeles, Los Angeles, California
| | - Christine Magill
- Division of Pediatric Neurology, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michael J Painter
- Division of Pediatric Neurology, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Ashok Panigrahy
- Division of Pediatric Radiology, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
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Lemmon ME, Wagner MW, Bosemani T, Carson KA, Northington FJ, Huisman TAGM, Poretti A. Diffusion Tensor Imaging Detects Occult Cerebellar Injury in Severe Neonatal Hypoxic-Ischemic Encephalopathy. Dev Neurosci 2017; 39:207-214. [PMID: 28095379 DOI: 10.1159/000454856] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 11/30/2016] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Despite the benefits of whole-body hypothermia therapy, many infants with hypoxic-ischemic encephalopathy (HIE) die or have significant long-term neurodevelopmental impairment. Prospectively identifying neonates at risk of poor outcome is essential but not straightforward. The cerebellum is not classically considered to be a brain region vulnerable to hypoxic-ischemic insults; recent literature suggests, however, that the cerebellum may be involved in neonatal HIE. In this study, we aimed to assess the microstructural integrity of cerebellar and linked supratentorial structures in neonates with HIE compared to neurologically healthy neonatal controls. METHODS In this prospective cohort study, we performed a quantitative diffusion tensor imaging (DTI) analysis of the structural pathways of connectivity, which may be affected in neonatal cerebellar injury by measuring fractional anisotropy (FA) and mean diffusivity (MD) within the superior, middle, and inferior cerebellar peduncles, dentate nuclei, and thalami. All magnetic resonance imaging (MRI) studies were grouped into 4 categories of severity based on a qualitative evaluation of conventional and advanced MRI sequences. Multivariable linear regression analysis of cerebellar scalars of patients and controls was performed, controlling for gestational age, age at the time of MRI, and HIE severity. Spearman rank correlation was performed to correlate DTI scalars of the cerebellum and thalami. RESULTS Fifty-seven (23 females, 40%) neonates with HIE and 12 (6 females, 50%) neonatal controls were included. There were 8 patients (14%) in HIE severity groups 3 and 4 (injury of the basal ganglia/thalamus and/or cortex). Based on a qualitative analysis of conventional and DTI images, no patients had evidence of cerebellar injury. No significant differences between patients and controls were found in the FA and MD scalars. However, FA values of the middle cerebellar peduncles (0.294 vs. 0.380, p < 0.001) and MD values of the superior cerebellar peduncles (0.920 vs. 1.007 × 10-3 mm/s2, p = 0.001) were significantly lower in patients with evidence of moderate or severe injury on MRI (categories 3 and 4) than in controls. In patients, cerebellar DTI scalars correlated positively with DTI scalars within the thalami. CONCLUSION Our results suggest that infants with moderate-to-severe HIE may have occult injury of cerebellar white-matter tracts, which is not detectable by the qualitative analysis of neuroimaging data alone. Cerebellar DTI scalars correlate with thalamic measures, highlighting that cerebellar injury is unlikely to occur in isolation and may reflect the severity of HIE. The impact of concomitant cerebellar injury in HIE on long-term neurodevelopmental outcome warrants further study.
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Affiliation(s)
- Monica E Lemmon
- Division of Pediatric Neurology, Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
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Hoon AH, Vasconcellos Faria A. Pathogenesis, neuroimaging and management in children with cerebral palsy born preterm. ACTA ACUST UNITED AC 2016; 16:302-12. [PMID: 25708073 DOI: 10.1002/ddrr.127] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2011] [Accepted: 07/26/2011] [Indexed: 12/12/2022]
Abstract
With advances in obstetric and perinatal management, the incidence of intraventricular hemorrhage in premature infants has declined, while periventricular leukomalacia remains a significant concern. It is now known that brain injury in children born preterm also involves neuronal-axonal disease in supratentorial and infratentorial structures. The developing brain is especially vulnerable to white matter (WM) injury from 23 to 34 weeks gestation when blood vessels serving the periventricular WM are immature. Oligodendrocyte progenitors, which are beginning to form myelin during this time, are susceptible to attack from oxygen free radicals, glutamate, and inflammatory cytokines. Advances in imaging techniques such as diffusion tensor imaging provide a more complete picture of the location and extent of injury. Effective management of children born preterm with cerebral palsy is predicated on an understanding of sequential links from etiological antecedents to brain neuropathology as revealed with neuroimaging techniques to clinical phenotypes, toward focused interventions with measurable outcomes.
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Affiliation(s)
- Alexander H Hoon
- Johns Hopkins University School of Medicine, Phelps Center for Cerebral Palsy and Neurodevelopmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland.
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12
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Affiliation(s)
- J. R. Gold
- Department of Clinical Sciences; Washington State University; Pullman USA
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13
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Sabir H, Cowan FM. Prediction of outcome methods assessing short- and long-term outcome after therapeutic hypothermia. Semin Fetal Neonatal Med 2015; 20:115-21. [PMID: 25457081 DOI: 10.1016/j.siny.2014.10.006] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Therapeutic hypothermia has significantly changed outcomes for newborns suffering neonatal encephalopathy. Outcome predictors established in the pre-cooling era may not automatically be transferred to the cooling era. This article reviews how the reliability of routinely used outcome predictors has changed. We summarize current knowledge about why this may be the case and when to best obtain and analyze different clinical, biochemical, and imaging outcome markers to predict outcome in cooled asphyxiated newborns.
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Affiliation(s)
- Hemmen Sabir
- School of Clinical Sciences, University of Bristol, St Michael's Hospital, Bristol, UK; Department of General Pediatrics, Neonatology and Pediatric Cardiology, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
| | - Frances M Cowan
- School of Clinical Sciences, University of Bristol, St Michael's Hospital, Bristol, UK; Department of Paediatrics, Imperial College, London, UK
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Bell E, Rasmussen LA, Mazer B, Shevell M, Miller SP, Synnes A, Yager JY, Majnemer A, Muhajarine N, Chouinard I, Racine E. Magnetic resonance imaging (MRI) and prognostication in neonatal hypoxic-ischemic injury: a vignette-based study of Canadian specialty physicians. J Child Neurol 2015; 30:174-81. [PMID: 24789518 DOI: 10.1177/0883073814531821] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Magnetic resonance imaging (MRI) could improve prognostication in neonatal brain injury; however, factors beyond technical or scientific refinement may impact its use and interpretation. We surveyed Canadian neonatologists and pediatric neurologists using general and vignette-based questions about the use of MRI for prognostication in neonates with hypoxic-ischemic injury. There was inter- and intra-vignette variability in prognosis and in ratings about the usefulness of MRI. Severity of predicted outcome correlated with certainty about the outcome. A majority of physicians endorsed using MRI results in discussing prognosis with families, and most suggested that MRI results contribute to end-of-life decisions. Participating neonatologists, when compared to participating pediatric neurologists, had significantly less confidence in the interpretation of MRI by colleagues in neurology and radiology. Further investigation is needed to understand the complexity of MRI and of its application. Potential gaps relative to our understanding of the ethical importance of these findings should be addressed.
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Affiliation(s)
- Emily Bell
- Institut de recherches cliniques de Montréal, Montreal, Quebec, Canada
| | | | - Barbara Mazer
- Jewish Rehabilitation Hospital of Laval, Laval, Quebec, Canada
| | | | | | - Anne Synnes
- University of British Columbia, Vancouver, British Columbia, Canada
| | | | | | | | | | - Eric Racine
- Institut de recherches cliniques de Montréal, Montreal, Quebec, Canada McGill University, Montreal, Quebec, Canada Université de Montréal, Montréal, Quebec, Canada
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15
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Gonzales-Portillo GS, Reyes S, Aguirre D, Pabon MM, Borlongan CV. Stem cell therapy for neonatal hypoxic-ischemic encephalopathy. Front Neurol 2014; 5:147. [PMID: 25161645 PMCID: PMC4130306 DOI: 10.3389/fneur.2014.00147] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2014] [Accepted: 07/22/2014] [Indexed: 11/27/2022] Open
Abstract
Treatments for neonatal hypoxic-ischemic encephalopathy (HIE) have been limited. The aim of this paper is to offer translational research guidance on stem cell therapy for neonatal HIE by examining clinically relevant animal models, practical stem cell sources, safety and efficacy of endpoint assays, as well as a general understanding of modes of action of this cellular therapy. In order to do so, we discuss the clinical manifestations of HIE, highlighting its overlapping pathologies with stroke and providing insights on the potential of cell therapy currently investigated in stroke, for HIE. To this end, we draw guidance from recommendations outlined in stem cell therapeutics as an emerging paradigm for stroke or STEPS, which have been recently modified to Baby STEPS to cater for the “neonatal” symptoms of HIE. These guidelines recognized that neonatal HIE exhibit distinct disease symptoms from adult stroke in need of an innovative translational approach that facilitates the entry of cell therapy in the clinic. Finally, new information about recent clinical trials and insights into combination therapy are provided with the vision that stem cell therapy may benefit from available treatments, such as hypothermia, already being tested in children diagnosed with HIE.
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Affiliation(s)
| | - Stephanny Reyes
- Department of Neurosurgery and Brain Repair, University of South Florida , Tampa, FL , USA
| | - Daniela Aguirre
- Department of Neurosurgery and Brain Repair, University of South Florida , Tampa, FL , USA
| | - Mibel M Pabon
- Department of Neurosurgery and Brain Repair, University of South Florida , Tampa, FL , USA
| | - Cesar V Borlongan
- Department of Neurosurgery and Brain Repair, University of South Florida , Tampa, FL , USA
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16
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Skiöld B, Wu Q, Hooper SB, Davis PG, McIntyre R, Tolcos M, Pearson J, Vreys R, Egan GF, Barton SK, Cheong JLY, Polglase GR. Early detection of ventilation-induced brain injury using magnetic resonance spectroscopy and diffusion tensor imaging: an in vivo study in preterm lambs. PLoS One 2014; 9:e95804. [PMID: 24759765 PMCID: PMC3997476 DOI: 10.1371/journal.pone.0095804] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Accepted: 03/31/2014] [Indexed: 11/18/2022] Open
Abstract
Background and Aim High tidal volume (VT) ventilation during resuscitation of preterm lambs results in brain injury evident histologically within hours after birth. We aimed to investigate whether magnetic resonance spectroscopy (MRS) and/or diffusion tensor imaging (DTI) can be used for early in vivo detection of ventilation-induced brain injury in preterm lambs. Methods Newborn lambs (0.85 gestation) were stabilized with a “protective ventilation” strategy (PROT, n = 7: prophylactic Curosurf, sustained inflation, VT 7 mL/kg, positive end expiratory pressure (PEEP) 5 cmH2O) or an initial 15 minutes of “injurious ventilation” (INJ, n = 10: VT 12 mL/kg, no PEEP, late Curosurf) followed by PROT ventilation for the remainder of the experiment. At 1 hour, lambs underwent structural magnetic resonance imaging (Siemens, 3 Tesla). For measures of mean/axial/radial diffusivity (MD, AD, RD) and fractional anisotropy (FA), 30 direction DTI was performed. Regions of interests encompassed the thalamus, internal capsule, periventricular white matter and the cerebellar vermis. MRS was performed using a localized single-voxel (15×15×20 mm3, echo time 270 ms) encompassing suptratentorial deep nuclear grey matter and central white matter. Peak-area ratios for lactate (Lac) relative to N-acetylaspartate (NAA), choline (Cho) and creatine (Cr) were calculated. Groups were compared using 2-way RM-ANOVA, Mann-Whitney U-test and Spearman's correlations. Results No cerebral injury was seen on structural MR images. Lambs in the INJ group had higher mean FA and lower mean RD in the thalamus compared to PROT lambs, but not in the other regions of interest. Peak-area lactate ratios >1.0 was only seen in INJ lambs. A trend of higher mean peak-area ratios for Lac/Cr and Lac/Cho was seen, which correlated with lower pH in both groups. Conclusion Acute changes in brain diffusion measures and metabolite peak-area ratios were observed after injurious ventilation. Early MRS/DTI is able to detect the initiation of ventilation-induced brain injury.
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Affiliation(s)
- Béatrice Skiöld
- Neonatal Services, The Royal Women's Hospital, Melbourne, Victoria, Australia
- * E-mail:
| | - Qizhu Wu
- Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia
- CSIRO Materials Science and Engineering, Clayton, Victoria, Australia
| | - Stuart B. Hooper
- The Ritchie Centre, Monash Institute of Medical Research, Monash University, Clayton, Victoria, Australia
- Department of Obstetrics and Gynaecology, Monash University, Clayton, Victoria, Australia
| | - Peter G. Davis
- Neonatal Services, The Royal Women's Hospital, Melbourne, Victoria, Australia
| | - Richard McIntyre
- Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia
| | - Mary Tolcos
- The Ritchie Centre, Monash Institute of Medical Research, Monash University, Clayton, Victoria, Australia
| | - James Pearson
- Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia
| | - Ruth Vreys
- Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia
| | - Gary F. Egan
- Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia
| | - Samantha K. Barton
- The Ritchie Centre, Monash Institute of Medical Research, Monash University, Clayton, Victoria, Australia
| | - Jeanie L. Y. Cheong
- Neonatal Services, The Royal Women's Hospital, Melbourne, Victoria, Australia
- Victorian Infant Brain Studies, Murdoch Childrens Research Institute, Melbourne, Victoria, Australia
- Department of Obstetrics and Gynaecology, University of Melbourne, Melbourne, Victoria, Australia
| | - Graeme R. Polglase
- The Ritchie Centre, Monash Institute of Medical Research, Monash University, Clayton, Victoria, Australia
- Department of Obstetrics and Gynaecology, Monash University, Clayton, Victoria, Australia
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Kudrevičienė A, Basevičius A, Lukoševičius S, Laurynaitienė J, Marmienė V, Nedzelskienė I, Buinauskienė J, Stonienė D, Tamelienė R. The value of ultrasonography and Doppler sonography in prognosticating long-term outcomes among full-term newborns with perinatal asphyxia. Medicina (B Aires) 2014; 50:100-10. [DOI: 10.1016/j.medici.2014.06.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2013] [Accepted: 05/09/2014] [Indexed: 10/25/2022] Open
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Gano D, Chau V, Poskitt KJ, Hill A, Roland E, Brant R, Chalmers M, Miller SP. Evolution of pattern of injury and quantitative MRI on days 1 and 3 in term newborns with hypoxic-ischemic encephalopathy. Pediatr Res 2013; 74:82-7. [PMID: 23618911 DOI: 10.1038/pr.2013.69] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2012] [Accepted: 01/08/2013] [Indexed: 11/09/2022]
Abstract
BACKGROUND Brain injury in term neonatal hypoxic-ischemic encephalopathy (HIE) emerges on magnetic resonance imaging (MRI) by day 3. This study aimed to address the relationship of MRI, diffusion tensor imaging (DTI), and MR spectroscopic imaging (MRSI) findings on days 1 and 3 in a prospective cohort of term newborns with HIE. METHODS A total of 24 term newborns with HIE were prospectively studied with MRI on days 1 and 3; 19 were imaged with DTI and MRSI on days 1 and 3. MRI was assessed using validated scores. The relationship between MRI, DTI, and MRSI values on days 1 and 3 was determined using linear regression for repeated measures. RESULTS Conventional MRI showed a complex variation of findings from day 1 to 3. In gray matter, mean diffusivity (Dav) and metabolite ratios measured on day 1 were predictive of values on day 3 (all P ≤ 0.04). In white matter, Dav, fractional anisotropy (FA), and N-acetylaspartate (NAA)/choline on days 1 and 3 were strongly related (all P ≤ 0.003). Hypothermia appeared to attenuate the severity and progression of brain injury in the six treated newborns. CONCLUSION In term newborns with HIE, quantitative MR values on days 1 and 3 are strongly associated, providing an objective measure of injury before qualitative images.
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Affiliation(s)
- Dawn Gano
- Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
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Prognostic value of brain proton MR spectroscopy and diffusion tensor imaging in newborns with hypoxic-ischemic encephalopathy treated by brain cooling. Neuroradiology 2013; 55:1017-1025. [PMID: 23703033 DOI: 10.1007/s00234-013-1202-5] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2013] [Accepted: 05/02/2013] [Indexed: 01/20/2023]
Abstract
INTRODUCTION MRI, proton magnetic resonance spectroscopy (¹H-MRS), and diffusion tensor imaging (DTI) have been shown to be of great prognostic value in term newborns with moderate-severe hypoxic-ischemic encephalopathy (HIE). Currently, no data are available on ¹H-MRS and DTI performed in the subacute phase after hypothermic treatment. The aim of the present study was to assess their prognostic value in newborns affected by moderate-severe HIE and treated with selective brain cooling (BC). METHODS Twenty infants treated with BC underwent conventional MRI and (1)H-MRS at a mean (SD) age of 8.3 (2.8) days; 15 also underwent DTI. Peak area ratios of metabolites and DTI variables, namely mean diffusivity (MD), axial and radial diffusivity, and fractional anisotropy (FA), were calculated. Clinical outcome was monitored until 2 years of age. RESULTS Adverse outcome was observed in 6/20 newborns. Both ¹H-MRS and DTI variables showed higher prognostic accuracy than conventional MRI. N-acetylaspartate/creatine at a basal ganglia localisation showed 100% PPV and 93% NPV for outcome. MD showed significantly decreased values in many regions of white and gray matter, axial diffusivity showed the best predictive value (PPV and NPV) in the genu of corpus callosum (100 and 91%, respectively), and radial diffusivity was significantly decreased in fronto white matter (FWM) and fronto parietal (FP) WM. The decrement of FA showed the best AUC (0.94) in the FPWM. CONCLUSION Selective BC in HIE neonates does not affect the early and accurate prognostic value of ¹H-MRS and DTI, which outperform conventional MRI.
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Pabon MM, Borlongan CV. ADVANCES IN THE CELL-BASED TREATMENT OF NEONATAL HYPOXIC-ISCHEMIC BRAIN INJURY. FUTURE NEUROLOGY 2013; 8:193-203. [PMID: 23565051 DOI: 10.2217/fnl.12.85] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Stem cell therapy for adult stroke has reached limited clinical trials. Here, we provide translational research guidance on stem cell therapy for neonatal hypoxic-ischemic brain injury requiring a careful consideration of clinically relevant animal models, feasible stem cell sources, and validated safety and efficacy endpoint assays, as well as a general understanding of modes of action of this cellular therapy. To this end, we refer to existing translational guidelines, in particular the recommendations outlined in the consortium of academicians, industry partners and regulators called Stem cell Therapeutics as an Emerging Paradigm for Stroke or STEPS. Although the STEPS guidelines are directed at enhancing the successful outcome of cell therapy in adult stroke, we highlight overlapping pathologies between adult stroke and neonatal hypoxic-ischemic brain injury. We are, however, cognizant that the neonatal hypoxic-ischemic brain injury displays disease symptoms distinct from adult stroke in need of an innovative translational approach that facilitates the entry of cell therapy in the clinic. Finally, insights into combination therapy are provided with the vision that stem cell therapy may benefit from available treatments, such as hypothermia, already being tested in children diagnosed with hypoxic-ischemic brain injury.
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Affiliation(s)
- Mibel M Pabon
- Department of Neurosurgery and Brain Repair, University of South Florida, College of Medicine, Tampa, Florida 33612 USA
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Wong DST, Poskitt KJ, Chau V, Miller SP, Roland E, Hill A, Tam EWY. Brain injury patterns in hypoglycemia in neonatal encephalopathy. AJNR Am J Neuroradiol 2013; 34:1456-61. [PMID: 23436054 DOI: 10.3174/ajnr.a3423] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Low glucose values are often seen in term infants with NE, including HIE, yet the contribution of hypoglycemia to the pattern of neurologic injury remains unclear. We hypothesized that MR features of neonatal hypoglycemia could be detected, superimposed on the predominant HIE injury pattern. MATERIALS AND METHODS Term neonates (n = 179) with NE were prospectively imaged with day-3 MR studies and had glucose data available for review. The predominant imaging pattern of HIE was recorded as watershed, basal ganglia, total, focal-multifocal, or no injury. Radiologic hypoglycemia was diagnosed on the basis of selective edema in the posterior white matter, pulvinar, and anterior medial thalamic nuclei. Clinical charts were reviewed for evidence of NE, HIE, and hypoglycemia (<46 mg/dL). RESULTS The predominant pattern of HIE injury imaged included 17 watershed, 25 basal ganglia, 10 total, 42 focal-multifocal, and 85 cases of no injury. A radiologic diagnosis of hypoglycemia was made in 34 cases. Compared with laboratory-confirmed hypoglycemia, MR findings had a positive predictive value of 82% and negative predictive value of 78%. Sixty (34%) neonates had clinical hypoglycemia before MR imaging. Adjusting for 5-minute Apgar scores and umbilical artery pH with logistic regression, clinical hypoglycemia was associated with a 17.6-fold higher odds of MR imaging identification (P < .001). Selective posterior white matter and pulvinar edema were most predictive of clinical hypoglycemia, and no injury (36%) or a watershed (32%) pattern of injury was seen more often in severe hypoglycemia. CONCLUSIONS In term infants with NE and hypoglycemia, specific imaging features for both hypoglycemia and hypoxia-ischemia can be identified.
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Affiliation(s)
- D S T Wong
- Department of Pediatrics, University of British Columbia, Vancouver, Canada
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Izbudak I, Grant PE. MR Imaging of the Term and Preterm Neonate with Diffuse Brain Injury. Magn Reson Imaging Clin N Am 2011; 19:709-31; vii. [PMID: 22082734 DOI: 10.1016/j.mric.2011.08.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- Izlem Izbudak
- Neuroradiology Division, Department of Radiology and Radiological Science, Johns Hopkins University, 600 North Wolfe Street, Phipps B-126-B, Baltimore, MD 21287-0842, USA.
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Dickey EJ, Long SN, Hunt RW. Hypoxic ischemic encephalopathy--what can we learn from humans? J Vet Intern Med 2011; 25:1231-40. [PMID: 22092610 DOI: 10.1111/j.1939-1676.2011.00818.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2011] [Revised: 06/06/2011] [Accepted: 08/30/2011] [Indexed: 01/17/2023] Open
Abstract
Hypoxic ischemic encephalopathy (HIE) is a condition that occurs in both human newborns and foals. The condition is the subject of extensive current research in human infants, but there have been no direct studies of HIE in foals, and hence, knowledge of the condition has been extrapolated from studies in humans and other animal models. The purpose of this review article is to highlight the most up-to-date and relevant research in the human field, and discuss how this potentially might have an impact in the management of foals with HIE.
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Affiliation(s)
- E J Dickey
- Neonatal Research, Murdoch Children's Research Institute, Melbourne, Australia.
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Abstract
We advance Baby STEPS or Stem cell Therapeutics as an Emerging Paradigm in Stroke as a guide in facilitating the critical evaluation in the laboratory of the safety and efficacy of cell therapy for neonatal encephalopathy. The need to carefully consider the clinical relevance of the animal models in mimicking human neonatal brain injury, selection of the optimal stem cell donor, and the application of functional outcome assays in small and large animal models serve as the foundation for preclinical work and beginning to understand the mechanism of this cellular therapy. The preclinical studies will aid our formulation of a rigorous human clinical trial that encompasses not only efficacy testing but also monitoring of safety indices and demonstration of mechanisms of action. This schema forms the basis of Baby STEPS. Our goal is to resonate the urgent call to enhance the successful translation of cell therapy from the laboratory to the clinic.
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Affiliation(s)
- Cesar V Borlongan
- Department of Neurosurgery and Brain Repair, University of South Florida, College of Medicine, Tampa, Florida 33612, USA.
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Diffusion tensor imaging of early changes in corpus callosum after acute cerebral hemisphere lesions in newborns. Neuroradiology 2010; 52:1025-35. [DOI: 10.1007/s00234-010-0745-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2010] [Accepted: 06/28/2010] [Indexed: 10/19/2022]
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d'Aloja E, Müller M, Paribello F, Demontis R, Faa A. Neonatal asphyxia and forensic medicine. J Matern Fetal Neonatal Med 2010; 22 Suppl 3:54-6. [PMID: 19757333 DOI: 10.1080/14767050903198397] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
In the last decades, the scientific literature addressing neonatal encephalopathy has grown in a logarithmic way and malpractice claims in obstetrics and neonatology have become a major threat to the health service. At the moment, scientific evidence are insufficient to clearly identify in each single case whether the hypoxic insult has developed in the course of labor or in the first few hours after the birth or, otherwise, whether the damage has to recognize a remote and long-lasting cause acting during pregnancy. Several authors feel that this scientific uncertainty leads to a higher percentage of civil suit decisions prone to recognizing a guilty medical behavior, and they wish a more in-depth analysis of all these cases to clearly identify all the data either in favor or in contrary to the assumption of the existence of a causal correlation between neonatal encephalopathy and medical misbehavior. This article will focus on the medico-legal approach to a hypoxic-ischemic event in the perinatal period, addressing the relevant data to be collected in order to establish the medical and juridical cause of the neonatal damage.
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Affiliation(s)
- E d'Aloja
- Forensic Science Department, Cagliari University, Monserrato, Cagliari, Italy.
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[Cerebral palsy and perinatal asphyxia (I--diagnosis)]. ACTA ACUST UNITED AC 2010; 38:261-77. [PMID: 20378389 DOI: 10.1016/j.gyobfe.2010.02.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2010] [Accepted: 02/12/2010] [Indexed: 11/23/2022]
Abstract
Cerebral palsy (CP) is a group of disorders of the development of movement and posture, causing activity limitations, that are attributed to nonprogressing disturbances that occurred in the developing fetal or infant brain. The motor abnormalies are often accompanied by disturbances of sensation, perception, cognition, behavior and/or by a seizure disorder. The prevalence of CP has not decreased in developed countries over the past 30 years, despite the widespread use of electronic fetal heart rate monitoring and a 5- to 6-fold increase in the cesarean delivery rate. In the term newborn, CP may be attributed to perinatal asphyxia in case of metabolic acidosis in the cord blood (pH<7,00 and base deficit>12 mmol/L), followed by a moderate or severe neonatal encephalopathy within 24 hours and a further neurological impairement characterized by spastic quadriplegia and dyskinesia/dystonia. Dating the time of fetal asphyxia during delivery is possible when there are acute catastrophic complications during labor and unexpected acute or progressive fetal heart rate anomalies after a normal admission test, when there is a need for intensive neonatal resuscitation, a multi-organ failure within 72 hours of birth and visualization of acute non focal cerebral abnormalities, mainly by early magnetic resonance imaging (MRI). MRI sequences show either a brain-damaged pattern of the central basal ganglia, thalami and posterior limbs of internal capsules with relative cortical sparing, in acute, near-total asphyxial insults manifested by a continuous bradycardia or a pattern of cortical injury in the watershed zones and relative sparing of the central grey matter, in prolonged partial asphyxia, manifested by late or atypical variable decelerations with progressive fetal tachycardia, loss of reactivity and absent fluctuation. Prolongation of either type of asphyxial insult results in more global brain damage. In order to differentiate a CP occurring after perinatal asphyxia from other neurological sequelae in relation with infection, hemorrhage, stroke, malformations, genetic or metabolic diseases, it is essential that a definitive information from the brain by MRI and an extensive histological examination of the placenta are at disposal.
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Thayyil S, Chandrasekaran M, Taylor A, Bainbridge A, Cady EB, Chong WKK, Murad S, Omar RZ, Robertson NJ. Cerebral magnetic resonance biomarkers in neonatal encephalopathy: a meta-analysis. Pediatrics 2010; 125:e382-95. [PMID: 20083516 DOI: 10.1542/peds.2009-1046] [Citation(s) in RCA: 257] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Accurate prediction of neurodevelopmental outcome in neonatal encephalopathy (NE) is important for clinical management and to evaluate neuroprotective therapies. We undertook a meta-analysis of the prognostic accuracy of cerebral magnetic resonance (MR) biomarkers in infants with neonatal encephalopathy. METHODS We reviewed all studies that compared an MR biomarker performed during the neonatal period with neurodevelopmental outcome at > or =1 year. We followed standard methods recommended by the Cochrane Diagnostic Accuracy Method group and used a random-effects model for meta-analysis. Summary receiver operating characteristic curves and forest plots of each MR biomarker were calculated. chi(2) tests examined heterogeneity. RESULTS Thirty-two studies (860 infants with NE) were included in the meta-analysis. For predicting adverse outcome, conventional MRI during the neonatal period (days 1-30) had a pooled sensitivity of 91% (95% confidence interval [CI]: 87%-94%) and specificity of 51% (95% CI: 45%-58%). Late MRI (days 8-30) had higher sensitivity but lower specificity than early MRI (days 1-7). Proton MR spectroscopy deep gray matter lactate/N-acetyl aspartate (Lac/NAA) peak-area ratio (days 1-30) had 82% overall pooled sensitivity (95% CI: 74%-89%) and 95% specificity (95% CI: 88%-99%). On common study analysis, Lac/NAA had better diagnostic accuracy than conventional MRI performed at any time during neonatal period. The discriminatory powers of the posterior limb of internal capsule sign and brain-water apparent diffusion coefficient were poor. CONCLUSIONS Deep gray matter Lac/NAA is the most accurate quantitative MR biomarker within the neonatal period for prediction of neurodevelopmental outcome after NE. Lac/NAA may be useful in early clinical management decisions and counseling parents and as a surrogate end point in clinical trials that evaluate novel neuroprotective therapies.
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Affiliation(s)
- Sudhin Thayyil
- MBBS, MRCPCH, UCL Institute for Women's Health, Department of Neonatology, 86-96 Chenies Mews, London WC1E 6HX, England.
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Affiliation(s)
- Jerome Y Yager
- Section of Pediatric Neurosciences, Stollery Children's Hospital, University of Alberta, Edmonton, Alberta, Canada.
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