Among the interactions involved in tumor invasion and growth, extracellular matrix interaction scores were higher between tumor stroma and post-treatment tumor (tumor stroma ligand: COL1A1, COL1A2, and COL3A1; post-treatment tumor receptor: ITGA2). The gene discussed is COL3A1; the disease is neoplasm.