Try applying heavy moisturizing creams or petroleum jelly, such as Vaseline, to callused areas and leaving it on overnight. This can help soften the calluses and prevent the skin from drying out. Wearing cotton gloves or socks after moisturizing can also help protect the area and lock in moisture while sleeping.