Although an older dog may develop a histiocytoma, theyre most common in young dogs under the age of three. Young dogs usually develop them on the face or extremities, although, they can occur in any location. Which Dogs are Susceptible? Because histiocytoma is a common mass or tumor, it can develop in any dog breed.