Environmental research · 2026
Associations of low-level multi-metal exposure with peripheral blood-based inflammatory indices and the mediating role of gut microbiota: evidence from lifestyle-standardized men.
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Wang Yao, Lin Tao, Zhang Xudong, Li Ke, Guo Zixin, Li Erxian, Wu Xinwei, Li Yongxian, Wu Degang, Deng Qifei, He Peng
Аннотация
With improving environmental regulation and pollution control, low-level multi-metal exposure and its potential health impacts have received increasing attention. However, evidence on metal-related immune-inflammatory phenotypes and mechanisms at low-exposure ranges remains limited. We therefore evaluated the associations between low-level multi-metal exposure and peripheral blood-based inflammatory indices and further explored the mediation roles of gut microbiota. We enrolled 98 men from a centrally managed setting with relatively standardized diets and daily routines. After measuring plasma concentrations of multiple metals, we selected 8 immune-inflammatory-related non-essential metals. We calculated systemic immune-inflammation index (SII), systemic inflammation response index (SIRI), neutrophil-to-lymphocyte ratio (NLR), and derived NLR (dNLR) based on complete blood counts. Fecal microbial composition and functional potential were profiled using full-length 16S ribosomal RNA sequencing and shotgun metagenomics. We found that within low-exposure range, lead (Pb) and cadmium (Cd) were inversely associated with SII, NLR, and dNLR (β ≤ -0.22; PFDR ≤ 0.040), and the overall metal mixture was also inversely associated with these indices (β = -0.37, P = 0.020). Pb was associated with a lower abundance of Agathobaculum butyriciproducens SR79 (β = -0.48; PFDR = 0.026), which mediated 17-21% of the inverse associations of Pb with SII, NLR, and dNLR (PFDR ≤ 0.030). Metagenomic analyses further linked SR79 to signatures of polyamine biosynthesis (β ≥ 0.39; PFDR ≤ 0.032) and GDP-manno-heptose biosynthesis (β = 0.30; PFDR = 0.012). Overall, these results suggested that even at low-exposure range, Pb and Cd were associated with lower peripheral blood-based inflammatory indices, potentially reflecting altered peripheral inflammatory profiles. Gut microbiota features may partly mediate the associations between low-level Pb exposure and peripheral blood-based inflammatory indices.