Itching (pruritus) all over the body without rash can have numerous underlying causes. Some potential causes are pregnancy-related obstetric cholestasis, menstruation, or just when wearing wool or your skin is dehydrated (27).  Additionally, people with cholestatic pruritus don't develop the typical skin changes—no redness, hives, or swelling (2).