Consistent with our results, Liu et al. have reported increased expression of Pck1 in livers of mice exposed to PM2.5 for 6 months, suggesting a potential mechanism for PM-induced whole body insulin resistance [45]. This evidence concerns the gene PCK1 and Insulin resistance.