When comparing nutritional markers, leptin, and testosterone levels in men and women in both chronic HD patients and in pre-dialysis patients, we found that higher testosterone levels in men were associated with increased lean tissue mass (LTM), decreased adipose tissue mass (ATM) (only in HD group), and lower leptin levels (see Table 2). The gene discussed is LEP; the disease is Huntington disease.