The present invention relates to a method of treatment of mesenchymal stem cells, preferably from adipose origin, comprising mainly two stages, firstly the collection and isolation of mesenchymal stem cells, and secondly, a period of growth and specific treatment of cells in a conditioning or treatment medium with an oxidizing agent. The invention also comprises the cells obtained directly through the method and its use in treating diseases caused by or associated with oxidative stress.