The results show that the keywords were grouped into four clusters: Pulmonary Fibrosis Research Cluster (#0): Core biomarkers include oxidative stress, mechanism, TGF-β, activation/inhibition, macrophages, and pathway. Here, TGFB1 is linked to pulmonary fibrosis.