Moreover, the KCNJ11 E23K variant has been associated with T2DM due to its impact on beta cell function and insulin release, and it has also been linked to cardiac arrhythmias in diabetic patients 37. The gene discussed is INS; the disease is chronic obstructive pulmonary disease.