In this study, we present that greater UPF consumption was associated with elevated insulin levels and a greater prevalence of both insulin resistance and MASLD, particularly in its more severe forms, and significant reductions in TC and LDL-C levels, whereas other outcomes showed no significant associations. The gene discussed is INS; the disease is Insulin resistance.