By utilizing co-occurrence analysis, three prominent research clusters were identified, emphasizing the significance of exploring lipid panels as indicators of insulin resistance, assessing the impact of diet composition and physical activity on insulin sensitivity in obese individuals, and investigating insulin resistance in patients with PCOS. Here, INS is linked to polycystic ovary syndrome.