The online analysis conducted using the GSCA database reveals a robust inverse relationship between DDR1 expression and key immunomodulatory markers across several cancer types, notably IBC (BRCA in TCGA), LUSC, and PAAD (highlighted by black boxes). Here, DDR1 is linked to cancer.