In our previous studies, we explored the role of MRPL12 in regulating mitochondrial metabolism across various metabolic diseases, including diabetic kidney disease, acute kidney injury, hepatocellular carcinoma, and lung adenocarcinoma. The gene discussed is MRPL12; the disease is hepatocellular carcinoma.