Matrix protein molecules such as Adipoq, Angptl4, Col4a4, Hrg, Tgfbi, Tgm2, Vcan and Vtn increase with age, and they may promote the occurrence of fatty liver during aging by affecting fat accumulation and metabolic disorders [64, 65]. This evidence concerns the gene COL4A4 and Other metabolic disease.