Furthermore, we demonstrated that single cell sequencing helps identifying novel, cell-specific markers such as COL15A1, ALOX5AP, and LAPTM5 that could further improve our understanding of liver fibrosis. Here, COL15A1 is linked to Hepatic fibrosis.