Perinatal risk factors for mortality in very preterm infants-A nationwide, population-based discriminant analysis.
infant mortality
orthogonal partial least squares discriminant analysis
preterm infant
Journal
Acta paediatrica (Oslo, Norway : 1992)
ISSN: 1651-2227
Titre abrégé: Acta Paediatr
Pays: Norway
ID NLM: 9205968
Informations de publication
Date de publication:
08 2022
08 2022
Historique:
revised:
03
02
2022
received:
18
10
2021
accepted:
07
04
2022
pubmed:
10
4
2022
medline:
14
7
2022
entrez:
9
4
2022
Statut:
ppublish
Résumé
To assess the strength of associations between interrelated perinatal risk factors and mortality in very preterm infants. Information on all live-born infants delivered in Sweden at 22-31 weeks of gestational age (GA) from 2011 to 2019 was gathered from the Swedish Neonatal Quality Register, excluding infants with major malformations or not resuscitated because of anticipated poor prognosis. Twenty-seven perinatal risk factors available at birth were exposures and in-hospital mortality outcome. Orthogonal partial least squares discriminant analysis was applied to assess proximity between individual risk factors and mortality, and receiver operating characteristic (ROC) curves were used to estimate discriminant ability. In total, 638 of 8,396 (7.6%) infants died. Thirteen risk factors discriminated reduced mortality; the most important were higher Apgar scores at 5 and 10 min, GA and birthweight. Restricting the analysis to preterm infants <28 weeks' GA (n = 2939, 16.9% mortality) added antenatal corticosteroid therapy as significantly associated with lower mortality. The area under the ROC curve (the C-statistic) using all risk factors was 0.86, as determined after both internal and external validation. Apgar scores, gestational age and birthweight show stronger associations with mortality in very preterm infants than several other perinatal risk factors available at birth.
Identifiants
pubmed: 35397189
doi: 10.1111/apa.16356
pmc: PMC9546293
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1526-1535Subventions
Organisme : The Childhood Foundation of the Swedish Order of Freemasons
Organisme : Karolinska Institutet and Region Stockholm
ID : ALF 2020-0443
Informations de copyright
© 2022 The Authors. Acta Paediatrica published by John Wiley & Sons Ltd on behalf of Foundation Acta Paediatrica.
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