Additionally, we analysed the single indicators detailed including ALB, MONO, LYMPH, NEUT, hs-CRP and PLT, in healthy individuals and complex PF subgroups of LUAD-PF, ILD-PF, and L-I-PF patients (Supplementary Fig. 3). Here, TGM1 is linked to interstitial lung disease.