In addition to the importance of markers associated with immune cells in the primary tumor to predict the BCLM TME, the relevance of primary tumor cell–ECM interactions, including E-cad, MMP9, and αSMA, was evident by their rankings for ML classification (Fig. 6). This evidence concerns the gene MMP9 and neoplasm.