Overall, this study reveals that MOR23 deficiency exacerbates hepatic steatosis in mice, particularly under a high‐fat diet, by disrupting lipid metabolism pathways including lipogenesis, fatty acid uptake, and β‐oxidation. The gene discussed is OR10J5; the disease is Hepatic steatosis.