The upregulated proteins from SDEs of osteopenia (Figure 3d), such as amyloid precursor protein (APP), NCL, and VCAN, interact with proteins implicated in cellular adhesion and formation of osteoclasts. The gene discussed is NUCLEOLIN; the disease is Osteopenia.