To verify DDR1 expression and its relationship with tumor functional status at the single-cell level in different cancers, using the CancerSEA database, we found that DDR1 expression was correlated with angiogenesis, DNA damage, hypoxia, stemness, metastasis, and DNA repair in most cancers (Fig. 10B). This evidence concerns the gene DDR1 and neoplasm.