The calluses are horny layers that form in certain parts of the skin because of the call hyperkeratosis, which causes the upper layers of the skin to thicken by an increased presence of keratin. By losing moisture, nerve endings and tissue atrophy becomes harder and insensitive to pain. If this skin is exposed to constant pressure and friction will form a strong yellowish surface will form a callus.