TY - JOUR
T1 - Marine pollutant exposures and human milk extracellular vesicle-microRNAs in a mother-infant cohort from the Faroe Islands
AU - Kupsco, Allison
AU - Lee, Jenny Jyoung
AU - Prada, Diddier
AU - Valvi, Damaskini
AU - Hu, Lisa
AU - Petersen, Maria Skaalum
AU - Coull, Brent A.
AU - Weihe, Pal
AU - Grandjean, Philippe
AU - Baccarelli, Andrea A.
N1 - Funding Information:
Funding was provided by U.S. Environmental Protection Agency [grant number R830758], Danish Cooperation for Environment in the Arctic and by the Danish Environmental Protection Agency. This work was also supported by the US National Institutes of Health/National Institute of Environmental Health Sciences (NIH/NIEHS) [grant numbers: K99ES030749, R21ES027087, R21ES029328, and P30ES009089]. Flemming Nielsen, head of environmental medicine laboratory at the University of Southern Denmark, was responsible for the exposure biomarker analysis and quality assurance. Graphical abstract was created with BioRender.com.
Funding Information:
Funding was provided by U.S. Environmental Protection Agency [grant number R830758 ], Danish Cooperation for Environment in the Arctic and by the Danish Environmental Protection Agency. This work was also supported by the US National Institutes of Health/National Institute of Environmental Health Sciences (NIH/NIEHS) [grant numbers: K99ES030749, R21ES027087, R21ES029328, and P30ES009089]. Flemming Nielsen, head of environmental medicine laboratory at the University of Southern Denmark, was responsible for the exposure biomarker analysis and quality assurance. Graphical abstract was created with BioRender.com.
Publisher Copyright:
© 2021
PY - 2022/1
Y1 - 2022/1
N2 - Background/Aims: Early life exposures to marine contaminants can adversely impact child health but modes of action are unclear. Human milk contains extracellular vesicles (EVs) that can transport biologically relevant cargo from mother to infant, including microRNAs (miRNAs), and may partly mediate the effects of pollutants on child health. However, the role of marine pollutants on miRNA expression in milk EVs is unexplored. Methods: We isolated EV RNA from 333 milk samples collected between 2 and 74 days postpartum from a Faroese birth cohort born 1997–2000 and sequenced 2083 miRNAs using a targeted library preparation method. We quantified five perfluoroalkyl substances (PFAS), pesticide metabolite p,p’-dichlorodiphenyldichloroethylene (DDE), and the sum of three major polychlorinated biphenyls (ΣPCBs) in maternal serum at 34 weeks of gestation and maternal hair total mercury (Hg) at birth. We used negative binomial regressions to estimate associations between individual pollutants and 418 reliably expressed EV-miRNAs adjusted for potential confounders. We performed sparse principal components (PCs) analysis to derive the first four components of the EV-miRNA data and examined associations between pollutants and PCs using Bayesian kernel machine regression (BKMR). Results: We observed no associations between pollutants and individual EV-miRNA expression after controlling the false discovery rate at 0.1. However, BKMR suggested that Hg was positively associated with PC1 and negatively associated with PC3, while ΣPCBs was negatively associated with PC3, and two PFAS were associated with PC4. Exploration of PC loadings followed by pathway analyses suggested that miRNAs in PC1 (miR-200b-3p, miR-664a-3p, miR-6738-5p, miR-429, miR-1236-5p, miR-4464, and miR-30b-5p) may be related to Hg neurotoxicity, while remaining PCs require further research. Conclusions: Our findings suggest that groups of milk EV-miRNAs may better serve as environmental biomarkers than individual miRNAs. Future studies are needed to elucidate the role of milk EV-miRNAs in child health following prenatal exposures.
AB - Background/Aims: Early life exposures to marine contaminants can adversely impact child health but modes of action are unclear. Human milk contains extracellular vesicles (EVs) that can transport biologically relevant cargo from mother to infant, including microRNAs (miRNAs), and may partly mediate the effects of pollutants on child health. However, the role of marine pollutants on miRNA expression in milk EVs is unexplored. Methods: We isolated EV RNA from 333 milk samples collected between 2 and 74 days postpartum from a Faroese birth cohort born 1997–2000 and sequenced 2083 miRNAs using a targeted library preparation method. We quantified five perfluoroalkyl substances (PFAS), pesticide metabolite p,p’-dichlorodiphenyldichloroethylene (DDE), and the sum of three major polychlorinated biphenyls (ΣPCBs) in maternal serum at 34 weeks of gestation and maternal hair total mercury (Hg) at birth. We used negative binomial regressions to estimate associations between individual pollutants and 418 reliably expressed EV-miRNAs adjusted for potential confounders. We performed sparse principal components (PCs) analysis to derive the first four components of the EV-miRNA data and examined associations between pollutants and PCs using Bayesian kernel machine regression (BKMR). Results: We observed no associations between pollutants and individual EV-miRNA expression after controlling the false discovery rate at 0.1. However, BKMR suggested that Hg was positively associated with PC1 and negatively associated with PC3, while ΣPCBs was negatively associated with PC3, and two PFAS were associated with PC4. Exploration of PC loadings followed by pathway analyses suggested that miRNAs in PC1 (miR-200b-3p, miR-664a-3p, miR-6738-5p, miR-429, miR-1236-5p, miR-4464, and miR-30b-5p) may be related to Hg neurotoxicity, while remaining PCs require further research. Conclusions: Our findings suggest that groups of milk EV-miRNAs may better serve as environmental biomarkers than individual miRNAs. Future studies are needed to elucidate the role of milk EV-miRNAs in child health following prenatal exposures.
KW - Extracellular vesicles
KW - Mercury
KW - microRNA
KW - Perfluoroalkyl substances
KW - Persistent organic pollutants
U2 - 10.1016/j.envint.2021.106986
DO - 10.1016/j.envint.2021.106986
M3 - Journal article
C2 - 34991248
AN - SCOPUS:85119424342
SN - 0160-4120
VL - 158
JO - Environment International
JF - Environment International
M1 - 106986
ER -