The observed reduction in body weight in the intervention group in our study was notably associated with improved insulin metrics, including decreased fasting insulin and insulin resistance, as well as increased insulin sensitivity, when OJ enriched with vitamin D3 and probiotics was consumed. Here, INS is linked to Insulin resistance.