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. This evidence concerns the gene MRPL12 and Other metabolic disease.