In summary, TLRs integrate signals from microorganisms, DAMPs, and cellular stress through key pathways, including MyD88, NF-κB, NLRP3, and metabolic reprogramming, forming a central bridge between innate immunity, chronic inflammation, and fibrosis in IPF. This evidence concerns the gene NLRP3 and idiopathic pulmonary fibrosis.