TXNIP and gestational diabetes: Methods: This review aims to highlight the importance of TXNIP in diabetes-related pathophysiology and explore the existing evidence regarding TXNIP’s role in GDM-associated pathogenetic mechanisms, revealing common regulatory pathways.