However, bariatric surgery may result in bone loss due to potential vitamin D deficiency, mechanical unloading from weight loss, and a change in hormonal secretion such as a reduction in leptin, and estrogen that may be more pronounced in women who may be perimenopausal. The gene discussed is LEP; the disease is vitamin D deficiency.