In this study, we integrated multi-omics datasets—including single-cell RNA sequencing, spatial transcriptomics, and bulk RNA-seq to comprehensively profile oxidative stress (OS) activity in idiopathic pulmonary fibrosis (IPF) and identify SCPEP1 as a robust OS-related biomarker. The gene discussed is SCPEP1; the disease is pulmonary fibrosis.