Association between newborn screening analyte profiles and infant mortality. (4th March 2021)
- Record Type:
- Journal Article
- Title:
- Association between newborn screening analyte profiles and infant mortality. (4th March 2021)
- Main Title:
- Association between newborn screening analyte profiles and infant mortality
- Authors:
- Fell, Deshayne B.
Wilson, Lindsay A.
Hawken, Steven
Spruin, Sarah
Murphy, Malia
Potter, Beth K.
Little, Julian
Chakraborty, Pranesh
Lacaze-Masmonteil, Thierry
Wilson, Kumanan - Abstract:
- Abstract: Objective: To assess whether newborn screening analytes could be utilized beyond their traditional application to identify infants at high risk of mortality within the first 6 months of life. Methods: We linked a province-wide newborn screening registry with health administrative databases to identify infant deaths within 6 months in a source population of live-born infants between 2010 and 2014. We used a nested case-control study design, in which all infant deaths between 7 days and 6 months of age were included as cases, and a random sample of infants from the source population were selected as controls and were matched to cases at a ratio of 10:1. We examined the association between mortality and screening analytes (acylcarnitines, amino acids, fetal-to-adult hemoglobin ratio, endocrine markers, and enzymes) using lasso regression to fit multivariable models. Results: Among 350 infant deaths between 7 days and 6 months of age, and 3498 matched controls with complete data, our multivariable model demonstrated only modest ability to identify infant deaths (optimism-corrected c -statistic: 0.61, 95% confidence interval: 0.50–0.71). Conclusion: We did not find newborn screening analytes to be strongly predictive of infant mortality between 7 days and 6 months of age in the general population of newborns. Future studies should investigate whether predictive modeling within more homogeneous cause-of-death categories could lead to improved predictive ability forAbstract: Objective: To assess whether newborn screening analytes could be utilized beyond their traditional application to identify infants at high risk of mortality within the first 6 months of life. Methods: We linked a province-wide newborn screening registry with health administrative databases to identify infant deaths within 6 months in a source population of live-born infants between 2010 and 2014. We used a nested case-control study design, in which all infant deaths between 7 days and 6 months of age were included as cases, and a random sample of infants from the source population were selected as controls and were matched to cases at a ratio of 10:1. We examined the association between mortality and screening analytes (acylcarnitines, amino acids, fetal-to-adult hemoglobin ratio, endocrine markers, and enzymes) using lasso regression to fit multivariable models. Results: Among 350 infant deaths between 7 days and 6 months of age, and 3498 matched controls with complete data, our multivariable model demonstrated only modest ability to identify infant deaths (optimism-corrected c -statistic: 0.61, 95% confidence interval: 0.50–0.71). Conclusion: We did not find newborn screening analytes to be strongly predictive of infant mortality between 7 days and 6 months of age in the general population of newborns. Future studies should investigate whether predictive modeling within more homogeneous cause-of-death categories could lead to improved predictive ability for infant mortality. … (more)
- Is Part Of:
- Journal of maternal-fetal & neonatal medicine. Volume 34:Number 5(2021)
- Journal:
- Journal of maternal-fetal & neonatal medicine
- Issue:
- Volume 34:Number 5(2021)
- Issue Display:
- Volume 34, Issue 5 (2021)
- Year:
- 2021
- Volume:
- 34
- Issue:
- 5
- Issue Sort Value:
- 2021-0034-0005-0000
- Page Start:
- 835
- Page End:
- 838
- Publication Date:
- 2021-03-04
- Subjects:
- Case-control study -- epidemiology -- infant mortality -- newborn screening -- population health
Obstetrics -- Periodicals
Perinatology -- Periodicals
Infants (Newborn) -- Diseases -- Periodicals
Neonatology -- Periodicals
618.2 - Journal URLs:
- http://informahealthcare.com/loi/jmf ↗
http://informahealthcare.com ↗ - DOI:
- 10.1080/14767058.2019.1615048 ↗
- Languages:
- English
- ISSNs:
- 1476-7058
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5012.332000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 15376.xml