TY - JOUR
T1 - Exposome Profiling of Environmental Pollutants in Seminal Plasma and Novel Associations with Semen Parameters
AU - Wu, Haotian
AU - Kalia, Vrinda
AU - Manz, Katherine E.
AU - Chillrud, Lawrence
AU - Dishon, Nathalie Hoffmann
AU - Jackson, Gabriela L.
AU - Dye, Christian K.
AU - Orvieto, Raoul
AU - Aizer, Adva
AU - Levine, Hagai
AU - Kioumourtzoglou, Marianthi Anna
AU - Pennell, Kurt D.
AU - Baccarelli, Andrea A.
AU - Machtinger, Ronit
N1 - Publisher Copyright:
© 2024 The Authors. Published by American Chemical Society.
PY - 2024/8/6
Y1 - 2024/8/6
N2 - Indicators of male fertility are in decline globally, but the underlying causes, including the role of environmental exposures, are unclear. This study aimed to examine organic chemical pollutants in seminal plasma, including both known priority environmental chemicals and less studied chemicals, to identify uncharacterized male reproductive environmental toxicants. Semen samples were collected from 100 individuals and assessed for sperm concentration, percent motility, and total motile sperm. Targeted and nontargeted organic pollutant exposures were measured from seminal plasma using gas chromatography, which showed widespread detection of organic pollutants in seminal plasma across all exposure classes. We used principal component pursuit (PCP) on our targeted panel and derived one component (driven by etriadizole) associated with total motile sperm (p < 0.001) and concentration (p = 0.03). This was confirmed by the exposome-wide association models using individual chemicals, where etriadizole was negatively associated with total motile sperm (FDR q = 0.01) and concentration (q = 0.07). Using PCP on 814 nontargeted spectral peaks identified a component that was associated with total motile sperm (p = 0.001). Bayesian kernel machine regression identified one principal driver of this association, which was analytically confirmed to be N-nitrosodiethylamine. These findings are promising and consistent with experimental evidence showing that etridiazole and N-nitrosodiethylamine may be reproductive toxicants.
AB - Indicators of male fertility are in decline globally, but the underlying causes, including the role of environmental exposures, are unclear. This study aimed to examine organic chemical pollutants in seminal plasma, including both known priority environmental chemicals and less studied chemicals, to identify uncharacterized male reproductive environmental toxicants. Semen samples were collected from 100 individuals and assessed for sperm concentration, percent motility, and total motile sperm. Targeted and nontargeted organic pollutant exposures were measured from seminal plasma using gas chromatography, which showed widespread detection of organic pollutants in seminal plasma across all exposure classes. We used principal component pursuit (PCP) on our targeted panel and derived one component (driven by etriadizole) associated with total motile sperm (p < 0.001) and concentration (p = 0.03). This was confirmed by the exposome-wide association models using individual chemicals, where etriadizole was negatively associated with total motile sperm (FDR q = 0.01) and concentration (q = 0.07). Using PCP on 814 nontargeted spectral peaks identified a component that was associated with total motile sperm (p = 0.001). Bayesian kernel machine regression identified one principal driver of this association, which was analytically confirmed to be N-nitrosodiethylamine. These findings are promising and consistent with experimental evidence showing that etridiazole and N-nitrosodiethylamine may be reproductive toxicants.
KW - NDEA
KW - etridiazole
KW - exposome
KW - fertility
KW - nitrosamine
KW - pesticides
KW - seminal plasma
KW - sperm
UR - http://www.scopus.com/inward/record.url?scp=85199710902&partnerID=8YFLogxK
U2 - 10.1021/acs.est.3c10314
DO - 10.1021/acs.est.3c10314
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C2 - 39053901
AN - SCOPUS:85199710902
SN - 0013-936X
VL - 58
SP - 13594
EP - 13604
JO - Environmental Science and Technology
JF - Environmental Science and Technology
IS - 31
ER -