TXNIP and diabetic kidney disease: Moreover, Liang et al. in 2020 provided further direct evidences indicating liraglutide protects against diabetic nephropathy by downregulation of TXNIP (thioredoxin-interacting protein), which acts as an oxidative stress inducer in male high fed diet mice [46].