In conclusion, extra-pituitary findings may provide clues for the diagnosis of particular gene mutations including GLI2, HESX1, LHX4, SOX3, and OTX2 which are involved in the development and differentiation of the pituitary gland resulting in a variety of pituitary hormone deficiencies. The gene discussed is LHX4; the disease is hypopituitarism.