Vamsi Mootha, Leif Groop, and colleagues report that TXNIP regulates insulin-dependent and -independent pathways of glucose uptake in human skeletal muscle and that its expression is elevated in individuals with prediabetes and type 2 diabetes. Here, TXNIP is linked to type 2 diabetes mellitus.