“…To reduce the differences in the combination of batches of samples, we used the ComBat method in R package "SVA" to conduct batch correction of the combined data. Then, from previous literature [39][40][41][42][43][44][45][46][47] and necroptosis gene set (M24779.gmt) from the Gene Set Enrichment Analysis (GSEA) (http://www.gsea-msigdb.org/gsea/index.jsp), a total of 21 necroptosis-related genes (NSGs) (ALDH2, CXCL1, EZH2, FADD, FAS, FASLG, HMGB1, MLKL, NDRG2, NR2C2, PGAM5, RIPK1, RIPK3, TLR2, TLR3, TLR4, TNF, TNFRSF1A, TRAF2, USP22, and ZBP1) were obtained.…”