In this study, we identified and analyzed an 11-gene signature based on PTK2-associated genes and IPF-survival-related genes in peripheral blood from 177 IPF patients across three independent, transplant-free cohorts. Here, PTK2 is linked to idiopathic pulmonary fibrosis.