The results revealed that five genes of interest (CEBPE, HDC, IRAK3, PRR4, and SOD2) showed a strong mediating effect between PM2.5 and the onset of asthma, suggesting that PM2.5 may alter the expression of these genes, thereby causing the onset of asthma. The gene discussed is PRR4; the disease is asthma.