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Gleason A, Richter F, Beller N, Arivazhagan N, Feng R, Holmes E, Glicksberg BS, Morton SU, La Vega-Talbott M, Fields M, Guttmann K, Nadkarni GN, Richter F. Accurate prediction of neurologic changes in critically ill infants using pose AI. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.17.24305953. [PMID: 38699362 PMCID: PMC11064996 DOI: 10.1101/2024.04.17.24305953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
Infant alertness and neurologic changes can reflect life-threatening pathology but are assessed by exam, which can be intermittent and subjective. Reliable, continuous methods are needed. We hypothesized that our computer vision method to track movement, pose AI, could predict neurologic changes in the neonatal intensive care unit (NICU). We collected 4,705 hours of video linked to electroencephalograms (EEG) from 115 infants. We trained a deep learning pose algorithm that accurately predicted anatomic landmarks in three evaluation sets (ROC-AUCs 0.83-0.94), showing feasibility of applying pose AI in an ICU. We then trained classifiers on landmarks from pose AI and observed high performance for sedation (ROC-AUCs 0.87-0.91) and cerebral dysfunction (ROC-AUCs 0.76-0.91), demonstrating that an EEG diagnosis can be predicted from video data alone. Taken together, deep learning with pose AI may offer a scalable, minimally invasive method for neuro-telemetry in the NICU.
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Van Steenwinckel J, Bokobza C, Laforge M, Shearer IK, Miron VE, Rua R, Matta SM, Hill‐Yardin EL, Fleiss B, Gressens P. Key roles of glial cells in the encephalopathy of prematurity. Glia 2024; 72:475-503. [PMID: 37909340 PMCID: PMC10952406 DOI: 10.1002/glia.24474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/17/2023] [Accepted: 09/19/2023] [Indexed: 11/03/2023]
Abstract
Across the globe, approximately one in 10 babies are born preterm, that is, before 37 weeks of a typical 40 weeks of gestation. Up to 50% of preterm born infants develop brain injury, encephalopathy of prematurity (EoP), that substantially increases their risk for developing lifelong defects in motor skills and domains of learning, memory, emotional regulation, and cognition. We are still severely limited in our abilities to prevent or predict preterm birth. No longer just the "support cells," we now clearly understand that during development glia are key for building a healthy brain. Glial dysfunction is a hallmark of EoP, notably, microgliosis, astrogliosis, and oligodendrocyte injury. Our knowledge of glial biology during development is exponentially expanding but hasn't developed sufficiently for development of effective neuroregenerative therapies. This review summarizes the current state of knowledge for the roles of glia in infants with EoP and its animal models, and a description of known glial-cell interactions in the context of EoP, such as the roles for border-associated macrophages. The field of perinatal medicine is relatively small but has worked passionately to improve our understanding of the etiology of EoP coupled with detailed mechanistic studies of pre-clinical and human cohorts. A primary finding from this review is that expanding our collaborations with computational biologists, working together to understand the complexity of glial subtypes, glial maturation, and the impacts of EoP in the short and long term will be key to the design of therapies that improve outcomes.
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Affiliation(s)
| | - Cindy Bokobza
- NeuroDiderot, INSERMUniversité Paris CitéParisFrance
| | | | - Isabelle K. Shearer
- School of Health and Biomedical SciencesSTEM College, RMIT UniversityBundooraVictoriaAustralia
| | - Veronique E. Miron
- Barlo Multiple Sclerosis CentreSt. Michael's HospitalTorontoOntarioCanada
- Department of ImmunologyUniversity of TorontoTorontoOntarioCanada
- College of Medicine and Veterinary MedicineThe Dementia Research Institute at The University of EdinburghEdinburghUK
| | - Rejane Rua
- CNRS, INSERM, Centre d'Immunologie de Marseille‐Luminy (CIML), Turing Centre for Living SystemsAix‐Marseille UniversityMarseilleFrance
| | - Samantha M. Matta
- School of Health and Biomedical SciencesSTEM College, RMIT UniversityBundooraVictoriaAustralia
| | - Elisa L. Hill‐Yardin
- School of Health and Biomedical SciencesSTEM College, RMIT UniversityBundooraVictoriaAustralia
| | - Bobbi Fleiss
- NeuroDiderot, INSERMUniversité Paris CitéParisFrance
- School of Health and Biomedical SciencesSTEM College, RMIT UniversityBundooraVictoriaAustralia
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Moran P, Sullivan K, Zanelli SA, Burnsed J. Single-center Experience with Therapeutic Hypothermia for Hypoxic-Ischemic Encephalopathy in Infants with <36 Weeks' Gestation. Am J Perinatol 2024. [PMID: 38262469 DOI: 10.1055/a-2251-6317] [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: 01/25/2024]
Abstract
OBJECTIVE Hypoxic-ischemic encephalopathy (HIE) is a leading cause of morbidity and mortality in neonates. Therapeutic hypothermia (TH) has improved outcomes and mortality in infants with >36 weeks' gestational age (GA) with moderate-to-severe HIE. There are limited data on the safety and efficacy of TH in preterm infants with HIE. This study describes our experience and examines the safety of TH in neonates with <36 weeks' GA. STUDY DESIGN A single-center, retrospective study of preterm neonates born at <36 weeks' GA with moderate-to-severe HIE and treated with TH, compared to a cohort of term neonates with HIE (≥37 weeks' GA), was conducted. The term cohort was matched for degree of background abnormality on electroencephalogram, sex, inborn versus outborn status, and birth year. Medical records were reviewed for pregnancy and delivery complications, need for transfusion, sedation and antiseizure medications, electroencephalography and imaging findings, and in-hospital mortality. RESULTS Forty-two neonates born at <36 weeks' GA with HIE received TH between 2005 and 2022. Data from 42 term neonates were analyzed for comparison. The average GA of the preterm cohort was 34.6 weeks and 39.3 weeks for the term cohort. Apgar scores, degree of acidosis, and need for blood product transfusions were similar between groups. Preterm infants were more likely to require inotropic support (55 vs. 29%, p = 0.026) and hydrocortisone (36 vs. 12%, p = 0.019) for hypotension. The proportion of infants without evidence of injury on magnetic resonance imaging was similar in both groups: 43 versus 50% in preterm and term infants, respectively. No significant difference was found in mortality between groups. CONCLUSION In this single-center cohort, TH in preterm infants appears to be as safe as in term infants, with no significant increase in intracranial bleeds or mortality. Preterm infants more frequently required inotropes and steroids for hypotension. Further research is needed to determine efficacy of TH in preterm infants. KEY POINTS · TH is used off-protocol in preterm infants.. · Preterm and term infants have similar mortality.. · Preterm cohort required more inotropic support..
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Affiliation(s)
- Patricia Moran
- Division of Neonatology, Department of Pediatrics, University of Virginia, Charlottesville, Virginia
| | - Kelsey Sullivan
- Division of Neonatology, Department of Pediatrics, University of Virginia, Charlottesville, Virginia
| | - Santina A Zanelli
- Division of Neonatology, Department of Pediatrics, University of Virginia, Charlottesville, Virginia
| | - Jennifer Burnsed
- Division of Neonatology, Department of Pediatrics, University of Virginia, Charlottesville, Virginia
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Ahn HC, Frymoyer A, Boothroyd DB, Bonifacio S, Sutherland SM, Chock VY. Acute kidney injury in neonates with hypoxic ischemic encephalopathy based on serum creatinine decline compared to KDIGO criteria. Pediatr Nephrol 2024:10.1007/s00467-024-06287-8. [PMID: 38326648 DOI: 10.1007/s00467-024-06287-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 12/27/2023] [Accepted: 12/28/2023] [Indexed: 02/09/2024]
Abstract
BACKGROUND Neonates with hypoxic ischemic encephalopathy receiving therapeutic hypothermia (HIE + TH) are at risk for acute kidney injury (AKI). The standardized Kidney Disease Improving Global Outcomes (KDIGO) criteria identifies AKI based on a rise in serum creatinine (SCr) or reduced urine output. This definition is challenging to apply in neonates given the physiologic decline in SCr during the first week of life. Gupta et al. proposed alternative neonatal criteria centered on rate of SCr decline. This study aimed to compare the rate of AKI based on KDIGO and Gupta in neonates with HIE and to examine associations with mortality and morbidity. METHODS A retrospective review was performed of neonates with moderate to severe HIE + TH from 2008 to 2020 at a single center. AKI was assessed in the first 7 days after birth by KDIGO and Gupta criteria. Mortality, brain MRI severity of injury, length of stay, and duration of respiratory support were compared between AKI groups. RESULTS Among 225 neonates, 64 (28%) met KDIGO, 69 (31%) neonates met Gupta but not KDIGO, and 92 (41%) did not meet either definition. Both KDIGO-AKI and GuptaOnly-AKI groups had an increased risk of the composite mortality and/or moderate/severe brain MRI injury along with longer length of stay and prolonged duration of respiratory support compared to those without AKI. CONCLUSIONS AKI in neonates with HIE + TH was common and varied by definition. The Gupta definition based on rate of SCr decline identified additional neonates not captured by KDIGO criteria who are at increased risk for adverse outcomes. Incorporating the rate of SCr decline into the neonatal AKI definition may increase identification of clinically relevant kidney injury in neonates with HIE + TH.
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Affiliation(s)
- Haejun C Ahn
- Division of Pediatric Nephrology, Stanford University School of Medicine, Palo Alto, CA, USA.
- Pediatric Nephrology, Swedish Health, Seattle, WA, USA.
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Derek B Boothroyd
- Quantitative Sciences Unit, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Sonia Bonifacio
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Scott M Sutherland
- Division of Pediatric Nephrology, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Valerie Y Chock
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
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Tochie JN, Sibetcheu AT, Arrey-Ebot PE, Choukem SP. Global, Regional and National Trends in the Burden of Neonatal Respiratory Failure and essentials of its diagnosis and management from 1992 to 2022: a scoping review. Eur J Pediatr 2024; 183:9-50. [PMID: 37847265 DOI: 10.1007/s00431-023-05238-z] [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: 06/20/2023] [Revised: 09/19/2023] [Accepted: 09/21/2023] [Indexed: 10/18/2023]
Abstract
Neonatal respiratory failure (NRF) is an emergency which has not been examined extensively. We critically synthesized the contemporary in-hospital prevalence, mortality rate, predictors, aetiologies, diagnosis and management of NRF to better formulate measures to curb its burden. We searched MEDLINE and Google Scholar from 01/01/1992 to 31/12/2022 for relevant publications. We identified 237 papers from 58 high-income and low-and middle-income countries (LMICs). NRF prevalence ranged from 0.64 to 88.4% with some heterogeneity. The prevalence was highest in Africa, the Middle East and Asia. Globally as well as in Asia and the Americas, respiratory distress syndrome (RDS) was the leading aetiology of NRF. Neonatal sepsis was first aetiology in Africa, whereas in both Europe and the Middle East it was transient tachypnoea of the newborn. Independent predictors of NRF were prematurity, male gender, ethnicity, low/high birth weight, young/advanced maternal age, primiparity/multiparity, maternal smoking, pregestational/gestational diabetes mellitus, infectious anamneses, antepartum haemorrhage, gestational hypertensive disorders, multiple pregnancy, caesarean delivery, antenatal drugs, foetal distress, APGAR score, meconium-stained amniotic fluid and poor pregnancy follow-up. The NRF-related in-hospital mortality rate was 0.21-57.3%, highest in Africa, Asia and the Middle East. This death toll was primarily due to RDS globally and in all regions. Clinical evaluation using the Silverman-Anderson score was widely used and reliable. Initial resuscitation followed by specific management was the common clinical practice. CONCLUSION NRF has a high burden globally, driven by RDS, especially in LIMCs where more aggressive treatment and innovations, preferably subsidized, are warranted to curb its alarming burden. WHAT IS KNOWN • Neonatal respiratory failure is a frequent emergency associated with a significant morbidity and mortality, yet there is no comprehensive research paper summarizing its global burden. • Neonatal respiratory failure needs prompt diagnosis and treatment geared at improving neonatal survival. WHAT IS NEW • Neonatal respiratory failure has an alarmingly high global burden largely attributed to Respiratory distress syndrome. Low resource settings are disproportionately affected by the burden of neonatal respiratory failure. • Independent preditors of neonatal respiratory failure are several but can be classified into foetal, maternal and obstetrical factors. An illustrative pedagogical algorithm is provided to facilitate diagnosis and management of neonatal respiratory failure by healthcare providers.
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Affiliation(s)
- Joel Noutakdie Tochie
- Anaesthesiology and Intensive Care Unit, Douala Laquintinie Hospital, Douala, Cameroon.
| | - Aurelie T Sibetcheu
- Department of Pediatrics, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | | | - Simeon-Pierre Choukem
- Department of Internal Medicine and Specialties, Faculty of Medicine and Pharmaceutical Sciences, University of Dschang, Dschang, Cameroon
- Health and Human Development (2HD) Research Network, Douala, Cameroon
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Korf JM, McCullough LD, Caretti V. A narrative review on treatment strategies for neonatal hypoxic ischemic encephalopathy. Transl Pediatr 2023; 12:1552-1571. [PMID: 37692539 PMCID: PMC10485647 DOI: 10.21037/tp-23-253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 08/08/2023] [Indexed: 09/12/2023] Open
Abstract
Background and Objective Hypoxic-ischemic encephalopathy (HIE) is a leading cause of death and disability worldwide. Therapeutic hypothermia (TH) represents a significant achievement in the translation of scientific research to clinical application, but it is currently the only neuroprotective treatment for HIE. This review aims to revisit the use of TH for HIE and its longitudinal impact on patient outcomes to readers new to the field of HIE. We discuss how emerging therapies address the broader pathophysiology of injury progression in the neonatal brain days to years after HIE. Methods We included full articles and book chapters published in English on PubMed with references to "hypoxic ischemic encephalopathy", "birth asphyxia", "therapeutic hypothermia", or "neonatal encephalopathy". We limited our review to outcomes on term infants and to new therapeutics that are in the second phase of clinical trials. Key Content and Findings Despite the use of TH for HIE, mortality remains high. Analysis of longitudinal studies reveals a high incidence of ongoing disability even with the implementation of TH. New therapeutics addressing the secondary phase and the less understood tertiary phase of brain injury are in clinical trials as adjunctive treatments to TH to support additional neurological repair and regeneration. Conclusions TH successfully improves outcomes after HIE, and it continues to be optimized. Larger studies are needed to understand its use in mild cases of HIE and if certain factors, such as sex, affect long term outcomes. TH primarily acts in the initial phases of injury, while new pharmaceutical therapies target additional injury pathways into the tertiary phases of injury. This may allow for more effective approaches to treatment and improvement of long-term functional outcomes after HIE.
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Affiliation(s)
- Janelle M. Korf
- Department of Neurology, University of Texas McGovern Medical School, Houston, TX, USA
| | - Louise D. McCullough
- Department of Neurology, University of Texas McGovern Medical School, Houston, TX, USA
| | - Viola Caretti
- Department of Neurology, University of Texas McGovern Medical School, Houston, TX, USA
- Department of Pediatrics, Section of Pediatric Neurology and Developmental Neuroscience, Baylor College of Medicine, Houston, TX, USA
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Foetal Intrapartum Compromise at Term: Could COVID-19 Infection Be Involved? A Case Report. Medicina (B Aires) 2023; 59:medicina59030552. [PMID: 36984557 PMCID: PMC10054388 DOI: 10.3390/medicina59030552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 03/02/2023] [Accepted: 03/09/2023] [Indexed: 03/16/2023] Open
Abstract
The impact of the SARS-CoV-2 infection on pregnancy has been studied and many reports have been published, mainly focussing on complications and in utero transmission with neonatal consequences. Although the effects of other viruses on foetuses are well known, the impact of maternal COVID-19 during pregnancy is not completely understood. We report a case of acute foetal intrapartum hypoxia without other risk factors than maternal COVID-19 disease 2 weeks previous to birth at term. Placental histological changes suggested that the viral infection could have been the culprit for the unfavourable outcome during labour. The neonate was promptly delivered by Caesarean section. Neonatal intensive care was started, including therapeutic hypothermia. The procedure was successful, the evolution of the neonate was favourable, and she was discharged after 10 days. Follow-up at 2 months of life indicated a normal neurological development but a drop in head growth. The case raises the idea that pregnancies with even mild COVID-19 symptoms may represent the cause of neonate compromise in a low-risk pregnancy. An important follow-up in the neonatal period and infancy is required to identify and treat any subsequent conditions. Further long-term studies are necessary to identify a cause–effect relationship between COVID-19 pregnancies and the whole spectrum of neonatal and infant consequences.
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Kodidhi A, Riley M, Vesoulis Z. The influence of late prematurity on the encephalopathy exam of infants with neonatal encephalopathy. J Neonatal Perinatal Med 2023; 16:693-700. [PMID: 38073399 PMCID: PMC10753960 DOI: 10.3233/npm-230041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2023]
Abstract
BACKGROUND Late preterm (LPT) infants are increasingly treated for hypoxic-ischemic encephalopathy (HIE). However, neurodevelopmental differences of LPT infants may independently influence the neurologic exam and confound care. METHODS Perinatal and outcome characteristics were extracted along with the worst autonomic and state/neuromuscular/reflex Sarnat components in a cross-section of infants with moderate/severe HIE. Infants were classified as late preterm (LPT, 34-36 weeks) or term (>36 weeks). RESULTS 250 infants were identified, 55 were late preterm. LPT infants had lower mean gestational age and birthweight and greater length of stay (LOS). LPT infants had higher median scores for the Moro and respiratory autonomic components, but no difference in total score. CONCLUSIONS LPT infants had increased LOS, worse Moro reflex, and respiratory status, but no clinically or statistically significant differences in total Sarnat scores. Although it is important to note the impact of immaturity on the exam, it is unlikely to independently alter management.
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Affiliation(s)
- A Kodidhi
- Department of Pediatrics, St. Louis Children's Hospital, St. Louis, MO, USA
| | - M Riley
- Division of Newborn Medicine, Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Z Vesoulis
- Division of Newborn Medicine, Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
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Bonifacio SL, Chalak LF, Van Meurs KP, Laptook AR, Shankaran S. Neuroprotection for hypoxic-ischemic encephalopathy: Contributions from the neonatal research network. Semin Perinatol 2022; 46:151639. [PMID: 35835616 DOI: 10.1016/j.semperi.2022.151639] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
Therapeutic hypothermia (TH) is now well established as the standard of care treatment for moderate to severe neonatal encephalopathy secondary to perinatal hypoxic ischemic encephalopathy (HIE) in infants ≥36 weeks gestation in high income countries. The Neonatal Research Network (NRN) contributed greatly to the study of TH as a neuroprotectant with three trials now completed in infants ≥36 weeks gestation and the only large randomized-controlled trial of TH in preterm infants now in the follow-up phase. Data from the first NRN TH trial combined with data from other large trials of TH affirm the safety and neuroprotective qualities of TH and highlight the importance of providing TH to all infants who qualify. In this review we will highlight the findings of the three NRN trials of TH in the term infant population and the secondary analyses that continue to inform the care of patients with HIE.
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Affiliation(s)
- Sonia Lomeli Bonifacio
- Division of Neonatal & Developmental Medicine, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA, USA.
| | - Lina F Chalak
- Division of Neonatal-Perinatal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Krisa P Van Meurs
- Division of Neonatal & Developmental Medicine, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Abbot R Laptook
- Department of Pediatrics, Women and Infants' Hospital of Rhode Island, Providence, RI, USA
| | - Seetha Shankaran
- Department of Pediatrics, Wayne State University, Detroit, MI, USA
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Reynolds AJ, Murray ML, Geary MP, Ater SB, Hayes BC. Fetal heart rate patterns in labor and the risk of neonatal encephalopathy: A case control study. Eur J Obstet Gynecol Reprod Biol 2022; 273:69-74. [PMID: 35504116 DOI: 10.1016/j.ejogrb.2022.04.021] [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: 02/05/2022] [Revised: 04/13/2022] [Accepted: 04/21/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To describe the accuracy of intrapartum fetal heart rate abnormalities as defined by National Institute of Health and Care Excellence guidelines to predict moderate-severe neonatal encephalopathy of apparent hypoxic-ischemic etiology. STUDY DESIGN A case-control study of HIE risk factors was conducted. Eligible babies were born in a single maternity hospital in Dublin, Ireland between September 2006, and November 2017 at ≥35 + 0 weeks' gestational age. Cases were eligible babies with moderate-severe neonatal encephalopathy of definite or apparent hypoxic-ischemic etiology. Controls were eligible babies born before and after each case with normal Apgar scores. The included subjects who had intrapartum fetal heart rate recordings were identified. Pattern features (baseline rate, variability, accelerations, decelerations [early, late, variable, prolonged], bradycardia, sinusoidal pattern) were manually identified blind to all clinical details by one of the authors. Each 15-minute segment was then algorithmically categorized (uninterpretable, normal, suspicious, pathological). RESULTS Of 88 cases and 176 controls, 71 cases (81%) and 146 controls (83%) were admitted to the delivery suite in labor. From that group, intrapartum FHR traces longer than 15 min were available for 52 (73%) cases and 118 (83%) controls. The FHR pattern feature with the largest area under the receiver operating characteristic curve was the maximum number of consecutive segments in which the baseline was >160 bpm (0.71 [95% confidence interval: 0.62-0.80]). The category variable with the highest area under the curve was the number of suspicious segments (0.76 [95% confidence interval: 0.67-0.84]). A tri-variate logistic regression model incorporating the total number of segments, the number of "suspicious" segments classed, and the number of "pathological" segments achieved an area under the curve of 0.78 (95% confidence interval: 0.70-0.86). With 95% specificity, this model correctly identified 17 cases (33%) at a median time before delivery of 2 h and 18 min (interquartile range: 01:19-04:40). CONCLUSIONS The power of fetal heart rate analysis to predict neonatal encephalopathy is hampered by poor specificity given the rarity of the outcome. When analyzing a suspicious trace, it is beneficial to consider the overall duration of the suspicious pattern.
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Affiliation(s)
| | | | - Michael P Geary
- Department of Obstetrics and Gynecology, Rotunda Hospital, Dublin, Ireland
| | | | - Breda C Hayes
- Department of Neonatology, Rotunda Hospital, Dublin, Ireland
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Chalak L. New Horizons in Mild Hypoxic-ischemic Encephalopathy: A Standardized Algorithm to Move past Conundrum of Care. Clin Perinatol 2022; 49:279-294. [PMID: 35210007 DOI: 10.1016/j.clp.2021.11.016] [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] [Indexed: 12/16/2022]
Abstract
Hypoxic-ischemic encephalopathy (HIE) presents clinically with a neonatal encephalopathy (NE) whereby the mild spectrum is difficult to classify immediately after birth. For decades trials have focused exclusively on infants with moderate-severe HIE s, as these infants were easier to identify after birth and had the highest risk of adverse outcomes. Twenty years after those trials, the PRIME study finally solved the first part of the conundrum by providing a definition of mild HIE in the first 6 hours. There is strong biological plausibility and preclinical evidence supporting the efficacy of therapeutic hypothermia (TH) but there is a lack of comparative clinical data to establish the risk-benefit in mild HIE. The fundamental question of how best to manage mild HIE remains unanswered. This review will summarize (1) the evidence that neonates with mild HIE are at significant risk for adverse outcomes, (2) the gaps/controversies in management, and (3) an algorithm of care is proposed to ensure standardized management of mild HIE and the direction of future trials.
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Affiliation(s)
- Lina Chalak
- Neonatal-Perinatal Medicine, University of Texas Southwestern Medical School, 5323 Harry Hines Boulevard, Dallas, TX 75390-9063, USA.
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12
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Niemuth M, Küster H, Simma B, Rozycki H, Rüdiger M, Solevåg AL. A critical appraisal of tools for delivery room assessment of the newborn infant. Pediatr Res 2021:10.1038/s41390-021-01896-7. [PMID: 34969993 DOI: 10.1038/s41390-021-01896-7] [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: 08/20/2021] [Accepted: 11/19/2021] [Indexed: 11/09/2022]
Abstract
Assessment of an infant's condition in the delivery room represents a prerequisite to adequately initiate medical support. In her seminal paper, Virginia Apgar described five parameters to be used for such an assessment. However, since that time maternal and neonatal care has changed; interventions were improved and infants are even more premature. Nevertheless, the Apgar score is assigned to infants worldwide but there are concerns about low interobserver reliability, especially in preterm infants. Also, resuscitative interventions may preclude the interpretation of the score, which is of concern when used as an outcome parameter in delivery room intervention studies. Within the context of these changes, we performed a critical appraisal on how to assess postnatal condition of the newborn including the clinical parameters of the Apgar score, as well as selected additional parameters and a proposed new scoring system. The development of a new scoring system that guide clinicians in assessing infants and help to decide how to support postnatal adaptation is discussed. IMPACT: This critical paper discusses the reliability of the Apgar score, as well as additional parameters, in order to improve assessment of a newborn's postnatal condition. A revised neonatal scoring system should account for infant maturity and the interventions administered. Delivery room assessment should be directed toward determining how much medical support is needed and how the infant responds to these interventions.
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Affiliation(s)
- Mara Niemuth
- Department for Neonatology and Pediatric Intensive Care, Clinic for Pediatric and Adolescence Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Helmut Küster
- Clinic for Pediatric Cardiology, Intensive Care and Neonatology, University Medical Center Göttingen, Göttingen, Germany
| | - Burkhard Simma
- Department of Paediatrics, Academic Teaching Hospital, Landeskrankenhaus Feldkirch, Feldkirch, Austria
| | - Henry Rozycki
- Division of Neonatal Medicine, Children's Hospital of Richmond, Virginia Commonwealth University, Richmond, VA, USA
| | - Mario Rüdiger
- Department for Neonatology and Pediatric Intensive Care, Clinic for Pediatric and Adolescence Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
- Saxony Center for Feto-Neonatal Health, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Anne Lee Solevåg
- The Department of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway.
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Sabir H, Bonifacio SL, Gunn AJ, Thoresen M, Chalak LF. Unanswered questions regarding therapeutic hypothermia for neonates with neonatal encephalopathy. Semin Fetal Neonatal Med 2021; 26:101257. [PMID: 34144931 DOI: 10.1016/j.siny.2021.101257] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Therapeutic hypothermia (TH) is now well established to improve intact survival after neonatal encephalopathy (NE). However, many questions could not be addressed by the randomized controlled trials. Should late preterm newborns with NE be cooled? Is cooling beneficial for mild NE? Is the current therapeutic time window optimal, or could it be shortened or prolonged? Will either milder or deeper hypothermia be effective? Does infection/inflammation exposure in the perinatal period in combination with NE offer potentially beneficial preconditioning or might it obviate hypothermic neuroprotection? In the present review, we dissect the evidence, for whom, when and how can TH best be delivered, and highlight areas that need further research.
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Affiliation(s)
- Hemmen Sabir
- Department of Neonatology and Pediatric Intensive Care, Children's Hospital University of Bonn, Bonn, Germany; German Centre for Neurodegenerative Diseases (DZNE), Bonn, Germany.
| | | | - Alistair J Gunn
- Fetal Physiology and Neuroscience Group, Department of Physiology, The University of Auckland, Auckland, New Zealand.
| | - Marianne Thoresen
- Division of Physiology, Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway; Neonatal Neuroscience, Translational Medicine, University of Bristol, Bristol, United Kingdom.
| | - Lina F Chalak
- Department of Pediatrics, Division of Neonatal-Perinatal Medicine, University of Texas Southwestern Medical School, Dallas, TX, USA.
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Garcia-Alix A, Arnaez J, Arca G, Agut T, Alarcon A, Martín-Ancel A, Girabent-Farres M, Valverde E, Benavente-Fernández I. Development, Reliability, and Testing of a New Rating Scale for Neonatal Encephalopathy. J Pediatr 2021; 235:83-91.e7. [PMID: 33857465 DOI: 10.1016/j.jpeds.2021.04.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 03/31/2021] [Accepted: 04/02/2021] [Indexed: 12/31/2022]
Abstract
OBJECTIVE To develop and test the Neonatal Encephalopathy-Rating Scale (NE-RS), a new rating scale to grade the severity of neonatal encephalopathy (NE) within the first 6 hours after birth. STUDY DESIGN A 3-phase process was conducted: (1) design of a comprehensive scale that would be specific, sensitive, brief, and unsophisticated; (2) evaluation in a cohort of infants with neonatal encephalopathy and healthy controls; and (3) validation with brain magnetic resonance imaging findings and outcome at 2 years of age. RESULTS We evaluated the NE-RS in 54 infants with NE and 28 healthy infants. The NE-RS had excellent internal consistency (Cronbach alpha coefficient: 0.93 [95% CI 0.86-0.94]) and reliability (intraclass correlation coefficient in the NE cohort 0.996 [95% CI 0.993-0.998; P < .001]). Alertness, posture, motor response, and spontaneous activity were the top discriminators for degrees of NE. The cut-off value for mild vs moderate NE was 8 points (area under the curve [AUC] 0.99, 95% CI 0.85-1.00) and for moderate vs severe NE, 30 points (AUC 0.93, 95% CI 0.81-0.99). The NE-RS was significantly correlated with the magnetic resonance imaging score (Spearman Rho 0.77, P < .001) and discriminated infants who had an adverse outcome (AUC 0.91, 95% CI 0.83-0.99, sensitivity 0.82, specificity 0.81, positive predictive value 0.87, negative predictive value 0.74). CONCLUSIONS The NE-RS is reliable and performs well in reflecting the severity of NE within the first 6 hours after birth. This tool could be useful when assessing clinical criteria for therapeutic hypothermia in NE.
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Affiliation(s)
- Alfredo Garcia-Alix
- Institut de Recerca Sant Joan de Déu, Hospital Sant Joan de Deu, Barcelona, Spain; Universitat de Barcelona, Barcelona, Spain; NeNe Foundation, Madrid, Spain.
| | - Juan Arnaez
- NeNe Foundation, Madrid, Spain; Hospital Universitario de Burgos, Burgos, Spain
| | - Gemma Arca
- NeNe Foundation, Madrid, Spain; Hospital Clínic (Maternitat)-IDIBAPS, Barcelona, Spain
| | - Thais Agut
- Institut de Recerca Sant Joan de Déu, Hospital Sant Joan de Deu, Barcelona, Spain; NeNe Foundation, Madrid, Spain
| | - Ana Alarcon
- Institut de Recerca Sant Joan de Déu, Hospital Sant Joan de Deu, Barcelona, Spain
| | - Ana Martín-Ancel
- Institut de Recerca Sant Joan de Déu, Hospital Sant Joan de Deu, Barcelona, Spain
| | - Montserrat Girabent-Farres
- Department of Physioterapy, School of Health Sciences, TecnoCampus-Pompeu Fabra University, Mataró, Barcelona, Spain
| | - Eva Valverde
- NeNe Foundation, Madrid, Spain; Hospital Universitario La Paz, Madrid, Spain
| | - Isabel Benavente-Fernández
- NeNe Foundation, Madrid, Spain; Hospital Puerta del Mar, Cadiz, Spain; Biomedical Research and Innovation Institute of Cadiz (INiBICA), Cádiz, Spain
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15
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Sarnat Grading Scale for Neonatal Encephalopathy after 45 Years: An Update Proposal. Pediatr Neurol 2020; 113:75-79. [PMID: 33069006 DOI: 10.1016/j.pediatrneurol.2020.08.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 08/16/2020] [Accepted: 08/19/2020] [Indexed: 11/22/2022]
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16
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Gosar D, Tretnjak V, Bregant T, Neubauer D, Derganc M. Reduced white-matter integrity and lower speed of information processing in adolescents with mild and moderate neonatal hypoxic-ischaemic encephalopathy. Eur J Paediatr Neurol 2020; 28:205-213. [PMID: 32665198 DOI: 10.1016/j.ejpn.2020.06.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 06/07/2020] [Accepted: 06/08/2020] [Indexed: 01/21/2023]
Abstract
INTRODUCTION Studies have shown that adolescents with moderate hypoxic-ischaemic encephalopathy (HIE) may have specific cognitive deficits, especially reduced speed of information processing. The aim of our study was to confirm these earlier findings find out whether the degree of impairment in speed of information processing correlates with the degree of white-matter impairment as measured by diffusion tensor imaging (DTI). METHODS Thirty-three participants (mean age 18y 5mo, SD 12mo; 19 male) with mild or moderate HIE and 32 neurotypical adolescents (mean age 17y 10mo, SD 12mo, 18 male) completed a comprehensive neuropsychological battery measuring short-term memory, inhibition, speed of information processing, long-term visual and verbal memory. Fourteen participants also underwent structural MRI and DTI scans. RESULTS After controlling for age, gender and maternal education we found a significant effect of HIE on speed of information processing (F(2, 64) = 3.51, p < .037, η2 = 0.115), but not on other neuropsychological domains. Using tract-based spatial statistics we were also able to confirm a correlation between the degree of impairment in this cognitive domain and fractional anisotropy in several white-matter tracts. CONCLUSIONS The long-term cognitive outcome of moderate HIE includes reduced speed of information processing and is in part mediated by reduced integrity of major white-matter tracts.
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Affiliation(s)
- David Gosar
- University Children's Hospital, University Medical Centre Ljubljana, Department of Child, Adolescent and Developmental Neurology, Ljubljana, Slovenia.
| | - Vali Tretnjak
- University Children's Hospital, University Medical Centre Ljubljana, Department of Child, Adolescent and Developmental Neurology, Ljubljana, Slovenia
| | - Tina Bregant
- Centre for Education and Rehabilitation of Physically Handicapped Children and Adolescents - CIRIUS Kamnik, Slovenia
| | - David Neubauer
- University Children's Hospital, University Medical Centre Ljubljana, Department of Child, Adolescent and Developmental Neurology, Ljubljana, Slovenia
| | - Metka Derganc
- University Medical Centre Ljubljana, Department of Paediatric Surgery and Intensive Care, Ljubljana, Slovenia
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Statistical rigor and kappa considerations: which, when and clinical context matters. Pediatr Res 2020; 88:5. [PMID: 32272485 DOI: 10.1038/s41390-020-0890-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 03/07/2020] [Indexed: 11/08/2022]
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18
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O'Riordan MA, Bearer C. Correspondence on statistical rigor and kappa considerations: which, when, and clinical context matters. Pediatr Res 2020; 88:6. [PMID: 32225173 DOI: 10.1038/s41390-020-0880-z] [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: 03/16/2020] [Accepted: 03/21/2020] [Indexed: 11/09/2022]
Affiliation(s)
- Mary Ann O'Riordan
- Rainbow Babies & Children's Hospital, University Hospitals of Cleveland, Cleveland, OH, USA. Maryann.O'
| | - Cynthia Bearer
- Rainbow Babies & Children's Hospital, University Hospitals of Cleveland, Cleveland, OH, USA
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Methodological issues on interrater reliability of the modified Sarnat examination in preterm infants. Pediatr Res 2020; 87:614. [PMID: 31896127 DOI: 10.1038/s41390-019-0741-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 10/07/2019] [Indexed: 02/07/2023]
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20
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Sarnat HB. Editorial Commentary: Inter-observer concordance in applying the Sarnat Grading Scale of neonatal encephalopathy to mildly preterm infants. Pediatr Res 2020; 87:622-623. [PMID: 31785589 DOI: 10.1038/s41390-019-0705-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 10/07/2019] [Indexed: 11/09/2022]
Affiliation(s)
- Harvey B Sarnat
- University of Calgary, Cumming School of Medicine, Calgary, AB, Canada.
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