In addition, in an in vivo study in diabetic rats, they showed that KLF6 and PPAR-γ (localized downstream of KLF6) play a key role in the regulation of TXNIP expression in the development of diabetes mellitus. Here, TXNIP is linked to diabetes mellitus.