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1.
Front Neurosci ; 16: 931360, 2022.
Article in English | MEDLINE | ID: mdl-35983227

ABSTRACT

Hypoxic-ischemic encephalopathy (HIE) is the most common cause of neonatal acquired brain injury. Although conventional MRI may predict neurodevelopmental outcomes, accurate prognostication remains difficult. As diffusion tensor imaging (DTI) may provide an additional diagnostic and prognostic value over conventional MRI, we aimed to develop a composite DTI (cDTI) score to relate to short-term neurological function. Sixty prospective neonates treated with therapeutic hypothermia (TH) for HIE were evaluated with DTI, with a voxel size of 1 × 1 × 2 mm. Fractional anisotropy (FA) and mean diffusivity (MD) from 100 neuroanatomical regions (FA/MD *100 = 200 DTI parameters in total) were quantified using an atlas-based image parcellation technique. A least absolute shrinkage and selection operator (LASSO) regression was applied to the DTI parameters to generate the cDTI score. Time to full oral nutrition [short-term oral feeding (STO) score] was used as a measure of short-term neurological function and was correlated with extracted DTI features. Seventeen DTI parameters were selected with LASSO and built into the final unbiased regression model. The selected factors included FA or MD values of the limbic structures, the corticospinal tract, and the frontotemporal cortices. While the cDTI score strongly correlated with the STO score (rho = 0.83, p = 2.8 × 10-16), it only weakly correlated with the Sarnat score (rho = 0.27, p = 0.035) and moderately with the NICHD-NRN neuroimaging score (rho = 0.43, p = 6.6 × 10-04). In contrast to the cDTI score, the NICHD-NRN score only moderately correlated with the STO score (rho = 0.37, p = 0.0037). Using a mixed-model analysis, interleukin-10 at admission to the NICU (p = 1.5 × 10-13) and tau protein at the end of TH/rewarming (p = 0.036) and after rewarming (p = 0.0015) were significantly associated with higher cDTI scores, suggesting that high cDTI scores were related to the intensity of the early inflammatory response and the severity of neuronal impairment after TH. In conclusion, a data-driven unbiased approach was applied to identify anatomical structures associated with some aspects of neurological function of HIE neonates after cooling and to build a cDTI score, which was correlated with the severity of short-term neurological functions.

2.
J Pediatr ; 203: 163-169, 2018 12.
Article in English | MEDLINE | ID: mdl-30270166

ABSTRACT

OBJECTIVE: To identify risk factors for hypoxic-ischemic encephalopathy (HIE) within a recent US birth cohort. STUDY DESIGN: In a retrospective cohort study of 44 572 singleton infants ≥36 weeks of gestation born at Kaiser Permanente Northern California in 2008-2015, we identified all infants with HIE based on the presence of 3 inclusion criteria: clinical signs of neonatal encephalopathy, NICU admission, and either a 10-minute Apgar of ≤5 or a base excess of ≤-15 mmol/L. Neonatal acidemia was defined as a base excess of ≤-12 mmol/L. We ascertained antenatal and intrapartum complications from electronic records. Multivariable analysis was performed using logistic regression. RESULTS: There were 45 infants (1.0 per 1000) with HIE and 197 (4.4 per 1000) with neonatal acidemia. Of the infants with HIE, 64% had an intrapartum complication consisting of a sentinel event (36%), clinical chorioamnionitis (40%), or both (11%). Risk factors for HIE on multivariable analysis were sentinel event (relative risk [RR], 16.1; 95% CI, 8.4-33) and clinical chorioamnionitis (RR, 5.2; 95% CI, 2.7-9.9). After removing the 16 infants with HIE who were exposed to a sentinel event from multivariate analysis, maternal age of ≥35 years (RR, 2.5; 95% CI, 1.1-5.6) and a urinary tract infection during pregnancy (RR, 2.6; 95% CI, 1.0-6.5) emerged as potential antenatal risk factors for HIE. CONCLUSIONS: A significant proportion of HIE is preceded by a sentinel event, emphasizing the importance of developing improved methodologies to predict and prevent this perinatal complication. Strategies focused on reducing other complications such as clinical chorioamnionitis and/or maternal pyrexia may also improve our ability to prevent HIE.


Subject(s)
Hypoxia-Ischemia, Brain/diagnosis , Hypoxia-Ischemia, Brain/epidemiology , Obstetric Labor Complications/epidemiology , Prenatal Care , Propionic Acidemia/diagnosis , Apgar Score , California/epidemiology , Cohort Studies , Confidence Intervals , Female , Gestational Age , Humans , Incidence , Infant , Infant, Newborn , Infant, Newborn, Diseases/diagnosis , Infant, Newborn, Diseases/epidemiology , Intensive Care Units, Neonatal , Male , Multivariate Analysis , Obstetric Labor Complications/diagnosis , Pregnancy , Prognosis , Propionic Acidemia/epidemiology , Retrospective Studies , Risk Factors , Survival Analysis
3.
Clin Perinatol ; 40(4): 753-75, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24182960

ABSTRACT

The increased vulnerability of late preterm infants is no longer a novel concept in neonatology, with many studies documenting excess morbidity and mortality in these infants during the birth hospitalization. Because outcomes related to gestational age constitute a continuum, it is important to analyze data from the gestational age groups that bookend late preterm infants infants-moderate preterm infants (31-32 weeks) and early term infants (37-38 weeks). This article evaluates hospital readmissions and emergency department visits in the first 30 days after discharge from birth hospitalization in a large cohort of infants greater than or equal to 31 weeks' gestation.


Subject(s)
Emergency Service, Hospital/statistics & numerical data , Infant, Premature, Diseases/epidemiology , Infant, Premature , Patient Readmission/statistics & numerical data , California/epidemiology , Female , Gestational Age , Humans , Infant , Infant, Newborn , Male , Patient Readmission/trends
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