Similarly, Lu et al. demonstrated that GDF15 alleviated sepsis-induced lung injury by inhibiting glycolysis through AMPK-mediated mechanisms in alveolar macrophages, thereby suppressing the NF-κB and MAPK inflammatory pathways, and underscoring its role in metabolic modulation during inflammatory stress [27]. The gene discussed is NFKB1; the disease is Sepsis.