Prenatal exposure to multiple metallic and metalloid trace elements and the risk of bacterial sepsis in extremely low gestational age newborns: A prospective cohort study
- PMID: 36405975
- PMCID: PMC9674331
- DOI: 10.3389/fepid.2022.958389
Prenatal exposure to multiple metallic and metalloid trace elements and the risk of bacterial sepsis in extremely low gestational age newborns: A prospective cohort study
Abstract
Background: Prenatal exposures to metallic and metalloid trace elements have been linked to altered immune function in animal studies, but few epidemiologic studies have investigated immunological effects in humans. We evaluated the risk of bacterial sepsis (an extreme immune response to bacterial infection) in relation to prenatal metal/metalloid exposures, individually and jointly, within a US-based cohort of infants born extremely preterm.
Methods: We analyzed data from 269 participants in the US-based ELGAN cohort, which enrolled infants delivered at <28 weeks' gestation (2002-2004). Concentrations of 8 trace elements-including 4 non-essential and 4 essential-were measured using inductively coupled plasma tandem mass spectrometry in umbilical cord tissue, reflecting in utero fetal exposures. The infants were followed from birth to postnatal day 28 with bacterial blood culture results reported weekly to detect sepsis. Discrete-time hazard and quantile g-computation models were fit to estimate associations for individual trace elements and their mixtures with sepsis incidence.
Results: Approximately 30% of the extremely preterm infants developed sepsis during the follow-up period (median follow-up: 2 weeks). After adjustment for potential confounders, no trace element was individually associated with sepsis risk. However, there was some evidence of a non-monotonic relationship for cadmium, with hazard ratios (HRs) for the second, third, and fourth (highest) quartiles being 1.13 (95% CI: 0.51-2.54), 1.94 (95% CI: 0.87-4.32), and 1.88 (95% CI: 0.90-3.93), respectively. The HRs for a quartile increase in concentrations of all 8 elements, all 4 non-essential elements, and all 4 essential elements were 0.92 (95% CI: 0.68-1.25), 1.19 (95% CI: 0.92-1.55), and 0.77 (95% CI: 0.57-1.06). Cadmium had the greatest positive contribution whereas arsenic, copper, and selenium had the greatest negative contributions to the mixture associations.
Conclusions: We found some evidence that greater prenatal exposure to cadmium was associated with an increased the risk of bacterial sepsis in extremely preterm infants. However, this risk was counteracted by a combination of arsenic, copper, and selenium. Future studies are needed to confirm these findings and to evaluate the potential for nutritional interventions to prevent sepsis in high-risk infants.
Keywords: metals; mixtures; pregnancy; preterm (birth); sepsis.
Conflict of interest statement
Conflict of interest The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Figures




Similar articles
-
Metal and essential element concentrations during pregnancy and associations with autism spectrum disorder and attention-deficit/hyperactivity disorder in children.Environ Int. 2021 Jul;152:106468. doi: 10.1016/j.envint.2021.106468. Epub 2021 Mar 22. Environ Int. 2021. PMID: 33765546
-
Metal mixtures modeling identifies birth weight-associated gene networks in the placentas of children born extremely preterm.Chemosphere. 2023 Feb;313:137469. doi: 10.1016/j.chemosphere.2022.137469. Epub 2022 Dec 6. Chemosphere. 2023. PMID: 36493891 Free PMC article.
-
Profile of trace element concentrations in the feto-placental unit in relation to fetal growth.Acta Obstet Gynecol Scand. 2002 Oct;81(10):931-7. doi: 10.1034/j.1600-0412.2002.811006.x. Acta Obstet Gynecol Scand. 2002. PMID: 12366483
-
Maternal probiotic supplementation for prevention of morbidity and mortality in preterm infants.Cochrane Database Syst Rev. 2018 Dec 12;12(12):CD012519. doi: 10.1002/14651858.CD012519.pub2. Cochrane Database Syst Rev. 2018. PMID: 30548483 Free PMC article.
-
Enteral zinc supplementation for prevention of morbidity and mortality in preterm neonates.Cochrane Database Syst Rev. 2021 Mar 12;3(3):CD012797. doi: 10.1002/14651858.CD012797.pub2. Cochrane Database Syst Rev. 2021. PMID: 33710626 Free PMC article.
Cited by
-
Defining high confidence targets of differential CpG methylation in response to in utero arsenic exposure and implications for cancer risk.Toxicol Appl Pharmacol. 2024 Jan;482:116768. doi: 10.1016/j.taap.2023.116768. Epub 2023 Nov 27. Toxicol Appl Pharmacol. 2024. PMID: 38030093 Free PMC article.
-
Prenatal Exposure to Metals Is Associated with Placental Decelerated Epigenetic Gestational Age in a Sex-Dependent Manner in Infants Born Extremely Preterm.Cells. 2025 Feb 18;14(4):306. doi: 10.3390/cells14040306. Cells. 2025. PMID: 39996777 Free PMC article.
-
Using transcriptomic signatures to elucidate individual and mixture effects of inorganic arsenic and manganese in human placental trophoblast HTR-8/SVneo cells.Toxicol Sci. 2025 Feb 1;203(2):216-226. doi: 10.1093/toxsci/kfae147. Toxicol Sci. 2025. PMID: 39836092
-
Prenatal Metal Exposure Alters the Placental Proteome in a Sex-Dependent Manner in Extremely Low Gestational Age Newborns: Links to Gestational Age.Int J Mol Sci. 2023 Oct 7;24(19):14977. doi: 10.3390/ijms241914977. Int J Mol Sci. 2023. PMID: 37834424 Free PMC article.
-
Effects of combined preconception and prenatal myo-inositol, probiotics, and trace element supplementation on the outcomes of depressed mothers.World J Psychiatry. 2025 Jul 19;15(7):103684. doi: 10.5498/wjp.v15.i7.103684. eCollection 2025 Jul 19. World J Psychiatry. 2025. PMID: 40740437 Free PMC article.
References
-
- Stoll BJ, Puopolo KM, Hansen NI, Sanchez PJ, Bell EF, Carlo WA, et al. . Human development neonatal research, early-onset neonatal sepsis 2015 to 2017, the rise of Escherichia coli, and the Need for Novel Prevention Strategies. JAMA Pediatr. (2020) 174:e200593. 10.1001/jamapediatrics.2020.0593 - DOI - PMC - PubMed
Grants and funding
LinkOut - more resources
Full Text Sources