Taken together, our findings have revealed that excessive fructose intake-mediated steatosis under HSuD, NCFD, and/or HFFD conditions involved insulin intolerance, increased TAG, and decreased HDL accumulation in the liver, depending on TM4SF5 expression. The gene discussed is INS; the disease is steatosis.