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Association between newborn screening analyte profiles and infant mortality
Deshayne B Fell1, Lindsay A Wilson2, Steven Hawken2
1Children's Hospital of Eastern Ontario Research Institute, Ottawa, Canada.
Insights
Newborn screening analytes showed limited ability to predict infant mortality within the first six months of life. Further research is needed to explore predictive modeling for specific infant death causes.
Area of Science:
- Neonatal Health
- Biomarker Discovery
- Public Health
Background:
- Newborn screening (NBS) typically identifies inborn errors of metabolism.
- Exploring novel applications for NBS analytes is crucial for infant health.
- Infant mortality remains a significant public health concern.
Purpose of the Study:
- To evaluate if NBS analytes can predict infant mortality within the first six months of life.
- To assess the predictive capability of various NBS analytes beyond their standard diagnostic use.
- To identify infants at high risk for mortality using existing screening data.
Main Methods:
- A province-wide registry linkage of NBS data with health administrative databases (2010-2014).
- Nested case-control study design including infant deaths (7 days to 6 months) and matched controls (1:10 ratio).
- Lasso regression used to analyze associations between mortality and NBS analytes (acylcarnitines, amino acids, hemoglobin ratio, endocrine markers, enzymes).
Main Results:
- The study included 350 infant deaths and 3498 controls with complete data.
- Multivariable models showed modest predictive ability for infant mortality (optimism-corrected c-statistic: 0.61).
- NBS analytes were not strongly predictive of mortality in the general newborn population.
Conclusions:
- Current NBS analytes lack strong predictive power for infant mortality in the general population.
- Future research should focus on cause-specific mortality for improved prediction.
- Investigating homogeneous subgroups may enhance the utility of predictive modeling for infant deaths.
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 for infant mortality.
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