NLRP3 and bacterial infectious disease with sepsis: These enzymes regulate the ubiquitination and deubiquitination of key proteins such as GPX4, NLRP3, and AUF1, with their modulation offering potential therapeutic benefits in mitigating AEC injury and bacterial Sepsis-Associated ALI progression.