In this review, our focus is less on deciphering TXNIP’s prognostic impact but more on the role of TXNIP within the tumor microenvironment (TME), including both tumor cells and host cells, and its impact on different cancer hallmarks. The gene discussed is TXNIP; the disease is cancer.