Moreover, MSC, SPP1 and S100A9 were significantly positively correlated with most CDD-related signaling pathways, while MCM2 was significantly negatively correlated with most CDD-related signaling pathways (Additional file 4: Fig S4). This evidence concerns the gene SPP1 and craniodiaphyseal dysplasia.