Among them, single-cell RNA sequence analysis revealed that IRF1, one of the hub gene higher expressed in CeD epithelial cells, was a transcriptional regulator which regulated the transcription of IFN and IFN-inducible genes and participated in the regulation of many genes expression [37]. Here, IRF1 is linked to cranioectodermal dysplasia.