We found that cancer epithelial cells with elevated SHCBP1 expression exhibited a strong interaction with stromal cells through the EGF, VEGF, IGFBP, CypA, GRN, and PTN signaling pathways (Figure 9). The gene discussed is PTN; the disease is cancer.