In contrast, our algorithm successfully identified a significant relationship between glut4 and chronic kidney disease, aligning with the findings reported in the published article.[34] The study suggests that the downregulation of glut4 in skeletal muscle may be associated with insulin resistance in chronic kidney disease.[34] The confirmed relationship between glut4 and chronic kidney disease further supports the effectiveness and reliability of our algorithm in uncovering meaningful associations. The gene discussed is SLC2A4; the disease is chronic kidney disease.