Modeling and estimating manganese concentrations in rural households in the mining district of Molango, Mexico

Airborne manganese (Mn) is considered the most hazardous route of exposure since Mn particles can enter into the body through the lung and may access the brain directly through olfactory uptake, thereby bypassing homeostatic excretory mechanisms. Environmental indoor and outdoor manganese concentrations in PM 2.5 were monitored in ten rural households from two communities of Hidalgo, Mexico, from 2006 to 2007. Indoor and outdoor air samples of PM 2.5 were collected using MiniVol samplers, and Mn concentrations in the filters were measured using proton-induced X-ray emission (PIXE). An adjusted generalized linear mixed model was applied and then used for estimating indoor concentrations in non-monitored households. Our monitoring results showed a higher daily average concentration of indoor PM 2.5 vs. outdoor PM 2.5 (46.4 vs. 36.2 μg/m 3 , respectively); however, manganese concentration in PM 2.5 indoor and outdoor was 0.09 μg/m 3 in both sceneries. Predictor variables of indoor Mn concentration were outdoor Mn concentration (64.5 % increase per 0.1 μg/m 3 change in Mn) and keeping the windows open (4.2 % increase). Using these predictors, the average estimated indoor Mn concentration in PM 2.5 was 0.07 μg/m 3 (SD = 0.05). Our results confirm the direct effect of outdoor Mn levels, opening house windows, and the distance to the mining chimney in indoor Mn levels in houses.