Additionally, BMI was used instead of waist circumference to assess obesity, and direct measurements of cytokines like IL-6 and TNF-α were not performed, limiting mechanistic insights. The gene discussed is TNF; the disease is obesity due to melanocortin 4 receptor deficiency.