Using recent single-cell data consisting of human perturbation-specific activated fibroblast states76, we found that CAF-FAP partly overlapped with LRRC15+ CAFs from PDAC and NSCLC patients, indicating a cross-cancer prevalence. Here, FAP is linked to non-small cell lung carcinoma.