BACKGROUND: PANoptosis has the features of pyroptosis, apoptosis, and necroptosis. Numerous studies have confirmed the diverse roles of various types of cell death in acute liver failure (ALF), but limited attention has been given to the crosstalk among them. In this study, we aimed to explore the role of PANoptosis in ALF and uncover new targets for its prevention or treatment. METHODS: Three ALF-related datasets (GSE14668, GSE62029, and GSE74000) were downloaded from the Gene Expression Omnibus (GEO) database to identify differentially expressed genes (DEGs). Hub genes were identified through intersecting DEGs, genes obtained from weighted gene co-expression network analysis (WGCNA), and genes related to PANoptosis. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), protein‍‒‍protein interaction (PPI) analyses and gene set enrichment analysis (GSEA) were performed to determine functional roles. Verification was performed using an ALF mouse model. RESULTS: Our results showed that expression of seven hub genes (B-cell lymphoma-2-modifying factor (BMF), B-cell lymphoma-2-interacting protein 3-like (BNIP3L), Caspase-1 (CASP1), receptor-interacting protein kinase 3 (RIPK3), uveal autoantigen with coiled-coil domains and ankyrin repeats protein (UACA), uncoordinated-5 homolog B receptor (UNC5B), and Z-DNA-binding protein 1 (ZBP1)) was up-regulated in liver samples of patients. However, in the ALF mouse model, the expression of BNIP3L, RIPK3, phosphorylated RIPK3 (P-RIPK3), UACA, and cleaved caspase-1 was up-regulated, while the expression of CASP1 and UNC5B was down-regulated. The expression of ZBP1 and BMF increased only during the development of ALF, and there was no significant change in the end stage. Immunofluorescence of mouse liver tissue showed that macrophages expressed all seven markers. Western blot results showed that pyroptosis, apoptosis, and necroptosis were always involved in lipopolysaccharide (LPS)/ d-galactosamine (d-gal)‍-induced ALF mice. The ALF cell model showed that bone marrow-derived macrophages (BMDMs) form PANoptosomes after LPS stimulation. CONCLUSIONS: Our results suggest that PANoptosis of macrophages promotes the development of ALF. The seven new ALF biomarkers identified and validated in this study may contribute to further investigation of diagnostic markers or novel therapeutic targets of ALF.
Animals ; Liver Failure, Acute/genetics* ; Computational Biology ; Mice ; Pyroptosis/genetics* ; Humans ; Protein Interaction Maps ; Apoptosis/genetics* ; Necroptosis/genetics* ; Gene Regulatory Networks ; Gene Ontology ; Gene Expression Profiling ; Disease Models, Animal

Objective To analyze the differences in the epidemiological characteristics,susceptible popula-tions,and laboratory index of patients with common acute upper respiratory tract infections(novel coronavir-us infection,influenza A and influenza B)between plateau and plain areas.Methods Clinical data of 408 008 patients with symptoms of fever or upper respiratory tract infection in the fever clinic of the Second Affiliated Hospital of Zhejiang University and General Hospital of Xizang Military Command from January 2023 to Au-gust 2024 were collected.The epidemic characteristics,susceptible populations,and peripheral blood test data were compared and analyzed.Results The total positive rate of novel coronavirus infection,influenza A virus and influenza B virus infection in plain group(17.86％)was higher than that in plateau group(14.49％),and the difference was statistically significant(P＜0.05).The positive rates(17.98％and 17.76％)of male and female upper respiratory tract infection pathogens(novel coronavirus,influenza A virus and influenza B virus)in plain group were higher than those in plateau group(13.94％and 16.00％),and the differences were statis-tically significant(P＜0.05).The total positive rates of three kinds of upper respiratory tract infection patho-gens were 16.21％,18.27％and 14.63％in the plain group,and 14.62％,14.06％and 21.26％in the plateau group,respectively.According to the results of pathogen analysis of susceptible populations,whether it was plateau or plain,the positive rate of influenza A virus was higher in the minor group,the positive rate of influ-enza B virus was highest in the adult group,and the positive rate of novel coronavirus was highest in the elder-ly group.In terms of epidemic season,plateau and plain areas were different,and the epidemic occurred earlier in the plain area.In terms of peripheral blood test indicators,there were statistically significant differences in lymphocyte count,monocyte count,neutrophil to lymphocyte ratio and other indicators between plateau group and plain group(P＜0.05),while there were no statistically significant differences in white blood cell count between plateau group and plain group(P＞0.05).Conclusion The epidemiological characteristics of acute upper respiratory tract infection in plateau area are obviously different from those in plain area,which may be related to the natural environment and human geography environment.