No. The only time you should worry is if you feel itchy all over your body, not just the soles of your feet, and if this itchiness is nonstop and is not accompanied by a rash, said Dr. Robert Stern, chairman of the department of dermatology at Beth Israel Deaconess Medical Center. This kind of pervasive itchiness can be associated with an illness such as lymphoma or kidney or liver disease.