To address the first question, we found that the effect of diabetes on testosterone was still significant after excluding obesity-related genes and adjusting for BMI, lipid parameters (TG and LDL) and serum adiponectin. Here, ADIPOQ is linked to obesity due to melanocortin 4 receptor deficiency.