For example, logistic regression analyses showed that female dialysis patients were more likely to have higher leptin levels, which is similar to observations in the non-CKD population, in which higher leptin concentrations in women have been attributed to greater fat mass and sex hormone differences (i.e., estrogen increases leptin production [44,45]). The gene discussed is LEP; the disease is chronic kidney disease.