The present invention concerns the use of cells derived from the cellular fraction of the vascular stroma of the extramedullary adipose tissue to promote the regeneration of tissue following lesions caused by irradiation. More specifically, the use according to the invention aims to prepare a drug for promoting regeneration of the skin, and in particular to repair the cutaneous wounds caused by irradiation.