Our study underscores the translational relevance of SPOCK1 as a candidate therapeutic target and highlights the unique value of integrating single-cell and spatial transcriptomic approaches to unravel the complexity of tumor–stroma–immune interactions. Here, SPOCK1 is linked to neoplasm.