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Newborn metabolic vulnerability profile identifies preterm infants at risk for mortality and morbidity
- Source :
- Pediatric research, vol 89, iss 6
- Publication Year :
- 2021
- Publisher :
- eScholarship, University of California, 2021.
-
Abstract
- BackgroundIdentifying preterm infants at risk for mortality or major morbidity traditionally relies on gestational age, birth weight, and other clinical characteristics that offer underwhelming utility. We sought to determine whether a newborn metabolic vulnerability profile at birth can be used to evaluate risk for neonatal mortality and major morbidity in preterm infants.MethodsThis was a population-based retrospective cohort study of preterm infants born between 2005 and 2011 in California. We created a newborn metabolic vulnerability profile wherein maternal/infant characteristics along with routine newborn screening metabolites were evaluated for their association with neonatal mortality or major morbidity.ResultsNine thousand six hundred and thirty-nine (9.2%) preterm infants experienced mortality or at least one complication. Six characteristics and 19 metabolites were included in the final metabolic vulnerability model. The model demonstrated exceptional performance for the composite outcome of mortality or any major morbidity (AUC 0.923 (95% CI: 0.917-0.929). Performance was maintained across mortality and morbidity subgroups (AUCs 0.893-0.979).ConclusionsMetabolites measured as part of routine newborn screening can be used to create a metabolic vulnerability profile. These findings lay the foundation for targeted clinical monitoring and further investigation of biological pathways that may increase the risk of neonatal death or major complications in infants born preterm.ImpactWe built a newborn metabolic vulnerability profile that could identify preterm infants at risk for major morbidity and mortality. Identifying high-risk infants by this method is novel to the field and outperforms models currently in use that rely primarily on infant characteristics. Utilizing the newborn metabolic vulnerability profile for precision clinical monitoring and targeted investigation of etiologic pathways could lead to reductions in the incidence and severity of major morbidities associated with preterm birth.
- Subjects :
- Adult
Diseases
Reproductive health and childbirth
Low Birth Weight and Health of the Newborn
Pediatrics
Paediatrics and Reproductive Medicine
Young Adult
Risk Factors
Pregnancy
Clinical Research
Preterm
Infant Mortality
Humans
2.1 Biological and endogenous factors
Aetiology
Premature
Pediatric
screening and diagnosis
Prevention
Infant
Perinatal Period - Conditions Originating in Perinatal Period
Newborn
4.1 Discovery and preclinical testing of markers and technologies
Detection
Good Health and Well Being
Public Health and Health Services
Female
Morbidity
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Pediatric research, vol 89, iss 6
- Accession number :
- edsair.od.......325..59f341960163acfc6f3d527d8f7a3241