Transcriptomic analyses further revealed obesity-induced immune cell senescence through regulation of key genes (ID2, LMNA, CDKN1A), which could be reversed by bariatric surgery. The gene discussed is ID2; the disease is obesity due to melanocortin 4 receptor deficiency.