We also found that in conditions leading to pathological calcification such as osteoarthritis and osteophyte formation (Dunn et al., 2016) and cardiac valve calcification (Huang et al., 2019) and associated with upregulated BMP/Smad signaling, PPIF expression is decreased (bottom tables). This evidence concerns the gene PPIF and osteoarthritis.