SPOCK1 and cancer: Although the our study provides a relatively preliminary investigation into the intercellular mechanisms compared to previous research and lacks extensive experimental validation, its main objective was to leverage a multi-omics approach to analyze the enrichment of SPOCK1 in cancer-associated fibroblasts and its significant interaction with malignant epithelial cells.