Survival analysis demonstrated that IPF patients with high MS4A4A expression in lung tissue had significantly shorter survival times compared to those with low expression (p = 0.027) (Figure 10B), while no significant difference in survival time was observed for PLBD1 expression (Figure 10C). This evidence concerns the gene PLBD1 and idiopathic pulmonary fibrosis.