In conclusion, the current findings demonstrated that the activation of PPARγ reduced ROS levels and inhibited the TXNIP/NLRP3 signaling pathway to decrease pyroptosis and reduce liver damage during sepsis. The gene discussed is PPARG; the disease is Sepsis.