Predictors of Death or Severe Impairment in Neonates With Hypoxic-Ischemic Encephalopathy

被引:4
|
作者
Glass, Hannah C. [1 ,2 ,3 ,4 ]
Wood, Thomas R. [5 ]
Comstock, Bryan A. [6 ]
Numis, Adam L. [1 ,2 ]
Bonifacio, Sonia L. [7 ]
Cornet, Marie-Coralie [2 ]
Gonzalez, Fernando F. [2 ]
Morell, Adriana [1 ,2 ]
Kolnik, Sarah E. [5 ]
Li, Yi [8 ]
Mathur, Amit [9 ]
Mietzsch, Ulrike [5 ]
Wu, Tai-Wei [10 ]
Wusthoff, Courtney J. [11 ]
Thoresen, Marianne [12 ,13 ]
Heagerty, Patrick J. [6 ]
Juul, Sandra E. [5 ]
Wu, Yvonne W. [1 ,2 ]
机构
[1] Univ Calif San Francisco, Dept Neurol, Weill Inst Neurosci, 675 Nelson Rising Ln,Box 0663, San Francisco, CA 94143 USA
[2] Univ Calif San Francisco, UCSF Benioff Childrens Hosp, Dept Pediat, San Francisco, CA 94143 USA
[3] Dept Epidemiol & Biostat, San Francisco, CA USA
[4] Univ Calif San Francisco, San Francisco, CA 94143 USA
[5] Univ Washington, Seattle Childrens Hosp, Sch Med, Dept Pediat,Div Neonatol, Seattle, WA USA
[6] Univ Washington, Dept Biostat, Seattle, WA USA
[7] Stanford Univ, Dept Pediat, Div Neonatal & Dev Med, Palo Alto, CA USA
[8] Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA USA
[9] St Louis Univ, Sch Med, Dept Pediat, St Louis, MO USA
[10] USC, Keck Sch Med, Childrens Hosp Los Angeles, Fetal & Neonatal Inst, Los Angeles, CA USA
[11] Stanford Univ, Dept Neurol, Palo Alto, CA USA
[12] Univ Bristol, Translat Hlth Sci, Bristol, England
[13] Univ Oslo, Inst Basic Med Sci, Sect Physiol, Oslo, Norway
关键词
BRAIN MAGNETIC-RESONANCE; SOCIOECONOMIC-STATUS; EEG; NEWBORNS; HYPOTHERMIA; OUTCOMES; INFANTS; CHILDREN; COMMUNICATION; ACIDOSIS;
D O I
10.1001/jamanetworkopen.2024.49188
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
ImportanceOutcomes after hypoxic-ischemic encephalopathy (HIE) are variable. Predicting death or severe neurodevelopmental impairment (NDI) in affected neonates is crucial for guiding management and parent communication. ObjectiveTo predict death or severe NDI in neonates who receive hypothermia for HIE. Design, Setting, and ParticipantsThis prognostic study included participants enrolled in a large US clinical trial conducted in US neonatal intensive care units who were born between January 2017 and October 2019 and followed up to age 2 years. Eligible participants were neonates with moderate-severe HIE born at 36 weeks or more gestation and with 2-year outcome data. Data were analyzed June 2023. External validation was performed with a UK cohort. ExposureClinical, electroencephalography (EEG), and magnetic resonance imaging (MRI) variables were curated and examined at 24 hours and following cooling. Main Outcome and MeasuresDeath or severe NDI at age 2 years. Severe NDI was defined as Bayley Scales of Infant Toddler Development cognitive score below 70, Gross Motor Function Classification System score of 3 or higher, or quadriparesis. Model performance metrics were derived from training, internal, and external validation datasets. ResultsAmong 424 neonates (mean [SD] gestational age, 39.1 [1.4] weeks; 192 female [45.3%]; 28 Asian [6.6%], 50 Black [11.8%], 311 White [73.3%]), 105 (24.7%) had severe encephalopathy at enrollment. Overall, 59 (13.9%) died and 46 (10.8%) had severe NDI. In the 24-hour model, the combined presence of 3 clinical characteristics-(1) severely abnormal EEG, (2) pH level of 7.11 or below, and (3) 5-minute Apgar score of 0-had a specificity of 99.6% (95% CI, 97.5%-100%) and a positive predictive value (PPV) of 95.2% (95% CI, 73.2%-99.3%). Validation model metrics were 97.9% (95% CI, 92.7%-99.8%) for internal specificity, with a PPV of 77.8% (95% CI, 43.4%-94.1%), and 97.6% (95% CI, 95.1%-99.0%) for external specificity, with a PPV of 46.2% (95% CI, 23.3%-70.8%). In the postcooling model, specificity for T1, T2, or diffusion-weighted imaging (DWI) abnormality in at least 2 of 3 deep gray regions (ie, thalamus, caudate, putamen and/or globus pallidus) plus a severely abnormal EEG within the first 24 hours was 99.1% (95% CI, 96.8%-99.9%), with a PPV of 91.7% (95% CI, 72.8%-97.8%). Internal specificity in this model was 98.9% (95% CI, 94.1%-100%), with a PPV of 92.9% (95% CI, 64.2%-99.0%); external specificity was 98.6% (95% CI, 96.5%-99.6%), with a PPV of 83.3% (95% CI, 64.1%-93.4%). Conclusions and RelevanceIn this prognostic study of neonates with moderate or severe HIE who were treated with therapeutic hypothermia, simple models using readily available clinical, EEG, and MRI results during the hospital admission had high specificity and PPV for death or severe NDI at age 2 years.
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页数:15
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