Cutaneous squamous cell carcinoma (cSCC) is prevalent in the world, accounting a huge part in non-melanoma skin cancer. Most cSCCs are associated with a distinct pre-cancerous lesion, the actinic keratosis (AK). However, the progression trajectory from normal skinto AK and cSCC has not fully demonstrated yet. To identify genes involved in this progression trajectory and possible threptic targets for cSCC, here we constructed a UV-induced cSCC mouse model covering the progression from normal skinto AK to cSCC, which mimicked the solar UV radiation perfectly using the solar-like ratio of UVA and UVB, firstly. Then, transcriptome analysis and a series of bioinformatics analysesand cell experiments proved that Rorα is a key transcript factor during cSCC progression.Rorα could down-regulate the expressions of S100a9 and Sprr2f in cSCC cells, which can inhibit theproliferation and migration in cSCC cells, but not the normal keratinocyte. Finally, further animal experiment confirmed the inhibitory effect of cSCC growth by Rorα in vivo.Our findings showed that Rorα would serve as a potential novel target for cSCC, which will facilitate the treatment of cSCC in the future.