Cluster analysis showed that osteoblasts-osteoclast in bone diseases were divided into five categories (Figure 7), including osteoblasts-osteoclasts expression, osteoporosis, multiple myeloma, tumor necrosis factor, and exosome. The gene discussed is TNF; the disease is osteoporosis.