Although phthalate exposure has been linked with multiple adverse pregnancy outcomes, their underlying biological mechanisms are not fully understood. We examined associations between biomarkers of phthalate exposures and metabolic alterations using untargeted metabolomics in 99 pregnant women and 86 newborns [mean (SD) gestational age = 39.5 (1.5) weeks] in the PROTECT cohort. Maternal urinary phthalate metabolites were quantified using isotope dilution high-performance liquid chromatography-tandem mass spectrometry (LC-MS/MS), while metabolic profiles in maternal and cord blood plasma were characterized via reversed-phase LC-MS. Multivariable linear regression was used in metabolome-wide association studies (MWAS) to identify individual metabolic features associated with elevated phthalate levels, while clustering and correlation network analyses were used to discern the interconnectedness of biologically relevant features. In the MWAS adjusted for maternal age and prepregnancy BMI, we observed significant associations between specific phthalates, namely, di(2-ethylhexyl) phthalate (DEHP) and mono(3-carboxypropyl) phthalate (MCPP), and 34 maternal plasma metabolic features. These associations predominantly included upregulation of fatty acids, amino acids, purines, or their derivatives and downregulation of ceramides and sphingomyelins. In contrast, fewer significant associations were observed with metabolic features in cord blood. Correlation network analysis highlighted the overlap of features associated with phthalates and those identified as differentiating markers for preterm birth in a previous study. Overall, our findings underscore the complex impact of phthalate exposures on maternal and fetal metabolism, highlighting metabolomics as a tool for understanding associated biological processes. Future research should focus on expanding the sample size, exploring the effects of phthalate mixtures, and validating identified metabolic features in larger, more diverse populations.
机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Lawrence Berkeley Natl Lab, Dept Genome Dynam, Berkeley, CA USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Basu, Sumanta
;
Duren, William
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Duren, William
;
Evans, Charles R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Ann Arbor, MI USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Evans, Charles R.
;
Burant, Charles F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Ann Arbor, MI USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Burant, Charles F.
;
Michailidis, George
论文数: 0引用数: 0
h-index: 0
机构:
Univ Florida, Dept Stat, Gainesville, FL 32611 USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
Calafat, Antonia M.
;
Ye, Xiaoyun
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
Ye, Xiaoyun
;
Wong, Lee-Yang
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
Wong, Lee-Yang
;
Bishop, Amber M.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
Bishop, Amber M.
;
Needham, Larry L.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
机构:
Univ Southampton, Fac Med, Inst Human Nutr, Southampton Gen Hosp MP887, Southampton SO16 6YD, Hants, EnglandUniv Southampton, Fac Med, Inst Human Nutr, Southampton Gen Hosp MP887, Southampton SO16 6YD, Hants, England
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Cathey, Amber L.
;
Eaton, Jarrod L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Eaton, Jarrod L.
;
Ashrap, Pahriya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Ashrap, Pahriya
;
Watkins, Deborah J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Watkins, Deborah J.
;
Rosario, Zaira Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Puerto Rico, Grad Sch Publ Hlth, Med Sci Campus, San Juan, PR 00936 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Rosario, Zaira Y.
;
Vega, Carmen Velez
论文数: 0引用数: 0
h-index: 0
机构:
Univ Puerto Rico, Grad Sch Publ Hlth, Med Sci Campus, San Juan, PR 00936 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Vega, Carmen Velez
;
Alshawabkeh, Akram N.
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Coll Engn, Boston, MA 02115 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Alshawabkeh, Akram N.
;
Cordero, Jose F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Coll Publ Hlth, Athens, GA 30602 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Cordero, Jose F.
;
Mukherjee, Bhramar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Mukherjee, Bhramar
;
Meeker, John D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Cathey, Amber L.
;
论文数: 引用数:
h-index:
机构:
Watkins, Deborah
;
Rosario, Zaira Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Puerto Rico, Grad Sch Publ Hlth, Med Sci Campus, San Juan, PR 00936 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Rosario, Zaira Y.
;
Velez, Carmen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Puerto Rico, Grad Sch Publ Hlth, Med Sci Campus, San Juan, PR 00936 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Velez, Carmen
;
Alshawabkeh, Akram N.
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Coll Engn, Boston, MA 02115 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Alshawabkeh, Akram N.
;
Cordero, Jose F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Coll Publ Hlth, Athens, GA 30606 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Cordero, Jose F.
;
Meeker, John D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Lawrence Berkeley Natl Lab, Dept Genome Dynam, Berkeley, CA USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Basu, Sumanta
;
Duren, William
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Duren, William
;
Evans, Charles R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Ann Arbor, MI USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Evans, Charles R.
;
Burant, Charles F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Ann Arbor, MI USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Burant, Charles F.
;
Michailidis, George
论文数: 0引用数: 0
h-index: 0
机构:
Univ Florida, Dept Stat, Gainesville, FL 32611 USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
Calafat, Antonia M.
;
Ye, Xiaoyun
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
Ye, Xiaoyun
;
Wong, Lee-Yang
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
Wong, Lee-Yang
;
Bishop, Amber M.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
Bishop, Amber M.
;
Needham, Larry L.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USACtr Dis Control & Prevent, Natl Ctr Environm Hlth, Div Sci Lab, Atlanta, GA 30341 USA
机构:
Univ Southampton, Fac Med, Inst Human Nutr, Southampton Gen Hosp MP887, Southampton SO16 6YD, Hants, EnglandUniv Southampton, Fac Med, Inst Human Nutr, Southampton Gen Hosp MP887, Southampton SO16 6YD, Hants, England
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Cathey, Amber L.
;
Eaton, Jarrod L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Eaton, Jarrod L.
;
Ashrap, Pahriya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Ashrap, Pahriya
;
Watkins, Deborah J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Watkins, Deborah J.
;
Rosario, Zaira Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Puerto Rico, Grad Sch Publ Hlth, Med Sci Campus, San Juan, PR 00936 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Rosario, Zaira Y.
;
Vega, Carmen Velez
论文数: 0引用数: 0
h-index: 0
机构:
Univ Puerto Rico, Grad Sch Publ Hlth, Med Sci Campus, San Juan, PR 00936 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Vega, Carmen Velez
;
Alshawabkeh, Akram N.
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Coll Engn, Boston, MA 02115 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Alshawabkeh, Akram N.
;
Cordero, Jose F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Coll Publ Hlth, Athens, GA 30602 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Cordero, Jose F.
;
Mukherjee, Bhramar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Mukherjee, Bhramar
;
Meeker, John D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Cathey, Amber L.
;
论文数: 引用数:
h-index:
机构:
Watkins, Deborah
;
Rosario, Zaira Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Puerto Rico, Grad Sch Publ Hlth, Med Sci Campus, San Juan, PR 00936 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Rosario, Zaira Y.
;
Velez, Carmen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Puerto Rico, Grad Sch Publ Hlth, Med Sci Campus, San Juan, PR 00936 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Velez, Carmen
;
Alshawabkeh, Akram N.
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Coll Engn, Boston, MA 02115 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Alshawabkeh, Akram N.
;
Cordero, Jose F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Coll Publ Hlth, Athens, GA 30606 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
Cordero, Jose F.
;
Meeker, John D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA