This cross-sectional study evaluated 451 participants from the general middle-aged and older adults population in the Dongdagou Xinglong cohort in Northwest China. The primary exposure was co-exposure to multiple heavy metals, specifically cadmium and others. Liver function biomarkers served as the primary outcomes.
The analysis revealed that gamma-glutamyl transferase (GGT) was positively correlated with blood cadmium (β = 0.236, P < 0.05). Total bile acids (TBA) showed a positive correlation (β = 0.162, P < 0.05), as did alanine aminotransferase (ALT) (β = 0.142, P < 0.05) and aspartate aminotransferase (AST) (β = 0.114, P < 0.05). Conversely, direct bilirubin (DBil) was negatively correlated (β = −0.207, P < 0.05), along with total bilirubin (TBil) (β = −0.166, P < 0.05) and indirect bilirubin (IBil) (β = −0.157, P < 0.05).
Animal model findings indicated that cadmium exposure led to elevated serum GGT and ALP levels and induced histopathological alterations in the liver. No adverse events, serious adverse events, discontinuations, or tolerability data were reported. The study notes that evidence regarding the hepatotoxic effects of co-exposure to multiple heavy metals in this population remains limited.
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BackgroundEvidence regarding the hepatotoxic effects of co-exposure to multiple heavy metals in the general middle-aged and older adults population remains limited. This study aimed to investigate the association between heavy metal mixtures and liver function in the population of Northwest China, with key findings supported using an animal model.MethodsWe conducted a cross-sectional study involving 451 participants from the Dongdagou Xinglong cohort. Concentrations of heavy metals and liver function indices were measured. Multiple linear regression, Bayesian kernel machine regression (BKMR), weighted quantile sum (WQS), and quantile-based g-computation (Qgcomp) regression were employed to evaluate the combined effects of co-exposure to multiple heavy metals on liver function. A sub-chronic cadmium (Cd) exposure rat model was further established to validate population-based findings.ResultsMultiple linear regression analysis revealed that blood Cd was positively correlated with GGT (β = 0.236), TBA (β = 0.162), ALT (β = 0.142) and AST (β = 0.114), while negatively correlated with DBil (β = −0.207), TBil (β = −0.166) and IBil (β = −0.157) (all P < 0.05). Similarly, other heavy metals also exhibited significant associations with liver function indicators. BKMR analysis showed that heavy metal mixture exposure was positively associated with ALT, AST, ALP, GGT, CHE, and TBA, but negatively associated with TBil, DBil, and IBil; WQS regression indicated that positive associations between the metal mixture and GGT as well as CHE; and the Qgcomp model demonstrated that the metal mixture was positively associated with ALT, GGT, and TBA, and negatively associated with TBil, DBil, and IBil. Notably, all three statistical models consistently identified Cd as the factor associated with liver function biomarkers. Furthermore, animal experiments provided experimental evidence consistent with the human findings: Cd exposure led to elevated serum GGT and ALP levels and induced histopathological alterations in the liver. Transcriptomic sequencing suggested that hepatic lipid metabolism pathways may be involved in Cd-induced liver injury.ConclusionsOverall, our study shows that co-exposure to heavy metals is associated with liver function biomarkers in middle-aged and older adults, with Cd identified as the predominant factor associated with liver function biomarkers.