Previous studies have also demonstrated that PM2.5 increases susceptibility to bacterial and viral infections by altering levels of pro-inflammatory cytokines (e.g., IL-1β, IL-6, and IFN-β), thereby elevating the risk of frailty (33, 34). This evidence concerns the gene IL1B and viral infectious disease.