Furthermore, the generally acidic osteoporotic bone in untreated osteoporosis could support bone metastasis with the secretion of proteins such as COL1A1, COL4A2, NID1, FBLN1, and NRP2. The gene discussed is FBLN1; the disease is osteoporosis.