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. 2023 Jan 28;20(3):2321. doi: 10.3390/ijerph20032321

Table 3.

Weighted quantile sum regression (WQS) results for the association between concentrations of chemical mixtures in hair and kidney function measured by estimated glomerular filtration rate (eGFR).

Variable Mixture of 22 Elements with CRM 1 Mixture of All 36 Elements 1
Model 1 (n = 199) Model 2 (n = 133) Model 3 (n = 199) Model 4 (n = 133)
Coefficient 95% CI Coefficient 95% CI Coefficient 95% CI Coefficient 95% CI
WQS index −2.13 −3.8 to −0.45 −2.42 −4.69 to −0.16 −1.85 −3.92 to 0.214 −2.11 −5.04 to 0.81
Male sex 4.35 0.71 to 7.99 4.69 1.02 to 8.35 3.58 −0.09 to 7.25 4.6 0.933 to 8.26
Age −0.69 −0.81 to −0.58 −0.8 −0.97 to −0.63 −0.7 −0.82 to −0.58 −0.79 −0.97 to −0.62
Mining activity 2.8 −0.83 to 6.42 1.35 −2.56 to 5.26 3.05 −0.65 to 6.75 1.01 −2.97 to 5.00
Diabetes NA 3.18 −2.17 to 8.53 NA 3.34 −1.99 to 8.67
Hypertension NA 4.23 −0.46 to 8.91 NA 4.23 −0.43 to 8.90
Current smoking status NA −4.86 −11.60 to 1.82 NA −5.01 −11.8 to 1.80
Body mass index NA −0.26 −0.69 to 0.18 NA −0.27 −0.70 to 0.17
Main elements in mixture 2 Be, Cd, V, Tl, Ag, As, Pb, Co, Bi Be, Cd, Pb, As, Mn Be, V, Cd, Au, Tl, As, Ag, Pb, Re, W, Co, Mo Be, Re, Au, Cd, Ga, Tl, As, Pb, Mn

1 Models 1 and 3 partially adjusted by sex, age, and mining activity. Models 2 and 4 adjusted by age, sex, mining activity, diabetes, hypertension, smoking status, and body mass index. CRM = certified reference human hair materials. NA= Not Adjusted. 2 Chemical elements with significant weights in the mixture index using as cut-off value the inverse of the number of elements in the mixture: 0.045 in Models 1 and 2, and 0.028 in Models 3 and 4.