This study marks a significant advancement in the field of metabolic disease research by elucidating the genetic relationships among hypothyroidism, T2D and hypoglycaemia, with a particular focus on the rs2476601 variant and the role of the immune system, especially the inflammatory protein CXCL10. The gene discussed is CXCL10; the disease is type 2 diabetes mellitus.