Associations of Stool Metal Exposures with Childhood Gut Microbiome Multiomics Profiles in a Prospective Birth Cohort Study

Metal exposures are closely related to childhood developmental health. However, their effects on the childhood gut microbiome, which also impacts health, are largely unexplored using microbiome multiomics including the metagenome and metatranscriptome. This study examined the associations of fecal profiles of metal/element exposures with gut microbiome species and active functional pathways in 8- to 12-year-old children (<i>N</i> = 116) participating in the GESTation and Environment (GESTE) cohort study. We analyzed 19 stool metal and element concentrations (B, Na, Mg, Al, K, Ca, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, Mo, Cd, Ba, and Pb). Covariate-adjusted linear regression models identified several significant microbiome associations with continuous stool metal/element concentrations. For instance, Zn was positively associated with <i>Turicibacter sanguinis</i> (coef = 1.354, <i>q</i>-value = 0.039) and negatively associated with <i>Eubacterium eligens</i> (coef = -0.794, <i>q</i>-value = 0.044). Higher concentrations of Cd were associated with lower <i>Eubacterium eligens</i> (coef = -0.774, <i>q</i>-value = 0.045). Additionally, a total of 490 significant functional pathways such as biosynthesis and degradation/utilization/assimilation were identified, corresponding to different functions, including amino acid synthesis and carbohydrate degradation. Our results suggest links among metal exposures, pediatric gut microbiome multiomics, and potential health implications. Future work will further explore their relation to childhood health.

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Publication Details

Journal
Environmental Science & Technology
Published
2024-12-04
DOI
https://doi.org/10.1021/acs.est.4c09642
Citations
6
Primary Topic
Heavy Metal Exposure and Toxicity
Type
article
Field-Weighted Citation Impact
1.89

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article

Associations of Stool Metal Exposures with Childhood Gut Microbiome Multiomics Profiles in a Prospective Birth Cohort Study

Jean‐Philippe Bellenger, Yike Shen, Feng Gao, Hannah E. Laue et al.
6 citations
Environmental Science & Technology
Heavy Metal Exposure and Toxicity
1.89
article

Associations of Stool Metal Exposures with Childhood Gut Microbiome Multiomics Profiles in a Prospective Birth Cohort Study

Jean‐Philippe Bellenger, Yike Shen, Feng Gao, Hannah E. Laue, Diddier Prada, Martha J. Shrubsole, Larissa Takser, Andrea Baccarelli, Haotian Wu, Yunjia Lai, Virginie Gillet, Z.H. Liu, Wei Zhang, Fion K. Lau
article en
6 citations

Abstract

Metal exposures are closely related to childhood developmental health. However, their effects on the childhood gut microbiome, which also impacts health, are largely unexplored using microbiome multiomics including the metagenome and metatranscriptome. This study examined the associations of fecal profiles of metal/element exposures with gut microbiome species and active functional pathways in 8- to 12-year-old children (<i>N</i> = 116) participating in the GESTation and Environment (GESTE) cohort study. We analyzed 19 stool metal and element concentrations (B, Na, Mg, Al, K, Ca, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, Mo, Cd, Ba, and Pb). Covariate-adjusted linear regression models identified several significant microbiome associations with continuous stool metal/element concentrations. For instance, Zn was positively associated with <i>Turicibacter sanguinis</i> (coef = 1.354, <i>q</i>-value = 0.039) and negatively associated with <i>Eubacterium eligens</i> (coef = -0.794, <i>q</i>-value = 0.044). Higher concentrations of Cd were associated with lower <i>Eubacterium eligens</i> (coef = -0.774, <i>q</i>-value = 0.045). Additionally, a total of 490 significant functional pathways such as biosynthesis and degradation/utilization/assimilation were identified, corresponding to different functions, including amino acid synthesis and carbohydrate degradation. Our results suggest links among metal exposures, pediatric gut microbiome multiomics, and potential health implications. Future work will further explore their relation to childhood health.

Environmental Science & TechnologyVol. 58(50)
Northwestern University (US), Université de Sherbrooke (CA), Harvard University (US), University of California, Los Angeles (US), The University of Texas at Arlington (US), Vanderbilt University (US), University of Massachusetts Amherst (US), Columbia University (US), Icahn School of Medicine at Mount Sinai (US)
University of Texas System, Canada Research Chairs, Canadian Institutes of Health Research, National Institute of Environmental Health Sciences
Zero hunger
Openalex Percentile: Top 15%
Heavy Metal Exposure and Toxicity
1.89
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