PLLP and idiopathic interstitial pneumonia: Additionally, Zheng et al. identified novel IPF-related biomarkers, Butyrophilin-Like Protein 9 (BTNL9) and Plasmolipin (PLLP), through an integrated analysis of transcriptomic and proteomic data from IPF patients3.