Moreover, PM2.5 has been reported to drive inflammatory reactions and promote pulmonary fibrosis through downregulation of PPAR-γ and concurrent activation of the HMGB1/NLRP3 inflammasome pathway (Yang et al., 2024). This evidence concerns the gene PPARG and pulmonary fibrosis.