Protein disulphide isomerase (PDI) was highly downregulated with an O/C of −7.8, indicating that obesity not only affects the production of sperms, but also their maturation and their capability of fertilization. The gene discussed is P4HB; the disease is obesity due to melanocortin 4 receptor deficiency.