Notably, the IFN-α response pathway (Figure 2) was significantly upregulated in the ILD group (NES = 1.77, adjusted p-value <0.001), with key genes such as IFI27, IFITM3, and TXNIP highlighted in the analysis. Here, IFI27 is linked to interstitial lung disease.