Future real-world research assessments should be based on precision factors such as MRI appearance, baseline IGF-I and pre-existing multiple pituitary hormone deficiencies to gauge the strength of these factors in diagnostic accuracy and responses to rhGH therapy. The gene discussed is IGF1; the disease is hypopituitarism.