IGFBP3 and Hepatic fibrosis: Notably, lncRNA Snhg12 and Igfbp3 expression levels exhibited a positive correlation within human and mouse liver fibrosis expression datasets (GSE84044, GSE123932, and GSE207857) (Figure 5A).