Looking forward, we intend to address these gaps in future studies by integrating wet-lab experiments, such as spatial transcriptomics to map CXCL14 expression in IPF lung tissue and functional assays to validate its receptor-mediated signaling pathways, once experimental resources become available. The gene discussed is CXCL14; the disease is idiopathic pulmonary fibrosis.