There are shared multiple pathophysiological mechanisms for heart failure and osteoporosis, through HF neuroendocrine activation matrix protein abnormalities, parathyroid hormone, adiponectin and leptin, etc [8], [9]. The gene discussed is LEP; the disease is heart failure.