YY1 showed strong colocalization and marked signal changes with SPC, whereas its overlap with α-SMA was minimal (Fig. 6G and H), indicating that YY1 is predominantly upregulated in epithelial cells rather than fibroblasts in PS-NPs-induced pulmonary fibrosis. Here, ACTA1 is linked to pulmonary fibrosis.