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.
Authors
- Jean‐Philippe Bellenger (ORCID: https://orcid.org/0000-0001-6842-4561)
- Yike Shen (ORCID: https://orcid.org/0000-0001-8480-8258)
- Feng Gao (ORCID: https://orcid.org/0000-0002-1641-2101)
- Hannah E. Laue (ORCID: https://orcid.org/0000-0002-2578-103X)
- Diddier Prada (ORCID: https://orcid.org/0000-0002-6517-156X)
- Martha J. Shrubsole (ORCID: https://orcid.org/0000-0002-5591-7575)
- Larissa Takser (ORCID: https://orcid.org/0000-0001-9262-1362)
- Andrea Baccarelli (ORCID: https://orcid.org/0000-0002-3436-0640)
- Haotian Wu (ORCID: https://orcid.org/0000-0002-6271-0249)
- Yunjia Lai (ORCID: https://orcid.org/0000-0002-1081-0897)
- Virginie Gillet (ORCID: https://orcid.org/0000-0002-7186-0265)
- Z.H. Liu (ORCID: https://orcid.org/0000-0002-9199-6493)
- Wei Zhang (ORCID: https://orcid.org/0000-0003-0875-263X)
- Fion K. Lau
Institutions
- 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)
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
Funders
- University of Texas System
- Canada Research Chairs
- Canadian Institutes of Health Research
- National Institute of Environmental Health Sciences