To verify this hypothesis, we confirmed the interaction between TXNDC12 and GGT7 by immunoprecipitation, and verified that the inhibitory effect of TXNDC12 on ferroptosis in PAAD cells was triggered by GGT7. This evidence concerns the gene TXNDC12 and pancreatic adenocarcinoma.