PLS-DA of silicosis patients in our study, further documented the connections between the outcome of silicosis and cytokine predictors: Th1/Th2 pro-inflammatory IL-6, IL-1β and IFN-γ, which were significantly elevated in silicosis patients when compared to controls. This evidence concerns the gene IL6 and silicosis.