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

  • Feng Gao
  • , Yike Shen
  • , Haotian Wu
  • , Hannah E. Laue
  • , Fion K. Lau
  • , Virginie Gillet
  • , Yunjia Lai
  • , Martha J. Shrubsole
  • , Diddier Prada
  • , Wei Zhang
  • , Zhonghua Liu
  • , Jean Philippe Bellenger
  • , Larissa Takser
  • , Andrea A. Baccarelli

Research output: Contribution to journalArticlepeer-review

6 Scopus 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 (N = 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 Turicibacter sanguinis (coef = 1.354, q-value = 0.039) and negatively associated with Eubacterium eligens (coef = −0.794, q-value = 0.044). Higher concentrations of Cd were associated with lower Eubacterium eligens (coef = −0.774, q-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.

Original languageEnglish
Pages (from-to)22053-22063
Number of pages11
JournalEnvironmental Science and Technology
Volume58
Issue number50
DOIs
StatePublished - 17 Dec 2024

Keywords

  • metagenome
  • metal exposures
  • metatranscriptome
  • multiomics
  • pediatric gut microbiome

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