Spatial transcriptomic validation in IPF lungs, selected as a CLAD surrogate given shared fibrotic mechanisms, verified KRT17+KRT5– cells cluster within fibrotic foci with enriched myofibroblast and immune cell populations (Figure 4, C and D, and Supplemental Figure 11). Here, KRT5 is linked to idiopathic pulmonary fibrosis.