TXNIP is associated with diabetes mellitus, specifically T2DM, and regulates diabetes-related cellular functions such as glucose homeostasis, insulin resistance, and pancreatic β cell function [22]. The gene discussed is TXNIP; the disease is type 2 diabetes mellitus.