In this study, we have demonstrated numerous links of biological and clinical interest between the stromal ECM in breast and pancreatic cancer as well as bone marrow and OA cartilage, highlighted by shared expression of COL10A1 and its associated gene networks. The gene discussed is COL10A1; the disease is pancreatic neoplasm.