COL15A1 and idiopathic pulmonary fibrosis: For instance, in human lung tissue from IPF, smokers, and COPD patients, a specialized systemic/peribronchial EC population was found, defined by the marker gene COL15A1, which was enriched in IPF lungs around fibrotic areas [66].