Stromal IRS-1 was moderately (0.4 < r < 0.6) correlated with tumor epithelial and stromal SMAD4, and tumor epithelial and stromal RUNX3, indicating a possible link between stromal IRS-1 and pathways involving activated SMAD4 and RUNX3. This evidence concerns the gene SMAD4 and neoplasm.