Table 1.

Human dataset resources

GEO series	Experiment	Platform	Overall design
GSE164760	Bulk RNA-seq	GPL13667	74 NASH livers, 8 cirrhotic livers, and 6 healthy livers
GSE89632	Bulk RNA-seq	GPL14951	19 NASH livers, 20 steatotic livers, and 24 healthy livers
GSE49541	Bulk RNA-seq	GPL570	40 mild fibrotic NASH liver and 32 advaced fibrotic NASH
GSE139602	Bulk RNA-seq	GPL13667	5 fibrosis (eCLD), 8 compensated cirrhosis, 12 decompensated cirrhosis, 8 ACLF, and 6 control healthy livers
GSE123661	scRNA-seq	GPL17303	4 cirrhotic and 5 healthy KC samples
GSE136103	scRNA-seq	GPL20301	5 healthy livers, 5 cirrhotic livers, and 4 PBMC samples
GSE98782	scRNA-seq	GPL17021	2 MoMFs and 2 KCs from chronic injured livers