In conclusion, this study demonstrates that quercetin, a natural compound, significantly improves the inflammatory response and EMT process in BLM-induced pulmonary fibrosis by suppressing FSTL1 expression and modulating the NF-κB signaling pathway. Here, NFKB1 is linked to pulmonary fibrosis.