In the context of sepsis-induced lung injury, key enzymes and regulatory factors within glucose metabolism pathways, including HIF-1α, HK2, PKM2, andPFKFB3, modulate cellular energy metabolism and are implicated in oxidative stress and inflammatory responses, showcasing their considerable promise for sepsis treatment (Table 2). The gene discussed is HIF1A; the disease is Sepsis.