In conclusion, TXNIP knockdown can suppress inflammation, promote cell proliferation, and enhance angiogenesis in vitro, thereby mitigating cerebral damage in ischemic stroke mouse models. The gene discussed is TXNIP; the disease is ischemic stroke.