Integrated analysis of the data generated from metabonomics and transcriptomics show that the mechanisms behind D-galactose induction aging likely involve glucose and 1ipid metabolic disorders, increased oxidative damage, accumulation of advanced glycation end products (AGEs), impaired elimination of abnormal substances, accelerated cell apoptosis, and enhanced insulin resistance. This evidence concerns the gene INS and Other metabolic disease.