Pancreatic cancer is known as one of the poor prognostic cancers, and the most of patients are unable to undergo radical resection due to local progression or distant metastasis at initial diagnosis. In spite of the advancements in surgery and chemotherapy, there are many cases of recurrence after surgery or chemoradiotherapy mainly due to the presence of cancer stem cells (CSCs). CSCs are potential therapeutic target, but current issue is that an identification of CSCs is difficult since they are only present in a small number of tumor cells. Here we demonstrate that hydrogel PCDME can rapidly induce pancreatic cancer cell spheroids with elevated levels of stem cell markers including Sox2, Oct3/4, and Nanog, and the growth rate was reduced. CSCs showed activation of YAP/TAZ signaling, and microarray analysis showed markedly elevated expression of thioredoxin-interacting protein (TXNIP). Primary pancreatic cancer cells also increased TXNIP in addition to stemness markers on gel. In metabolic analysis, CSCs showed a shift of energy production from glycolysis to oxidative phosphorylation (OXPHOS). Furthermore, knockdown of TXNIP on PCDME gel using shRNAs decreased growth speed and in vivo tumorigenicity, suggesting that TXNIP may be involved in CSCs induction.