This study elucidates that obesity might be a protective factor for female HCC patients, as they originally highly expressed ESR1, which could upregulate MMAA to suppress tumor growth and participate in metabolic reprogramming. The gene discussed is ESR1; the disease is obesity due to melanocortin 4 receptor deficiency.