T-Cells (1,590) Cholangiocytes(81) NK-Cells (300) CD127+ T-Cells(231) Dendritic cells (316) Macrophages(289) Hepatocytes(101) Activated HSCs (24) B-Cells (891) Endothelial cells (1,711) Figure 5: Illustration of automated AI-driven cell type annotation for clusters of liver scRNAseq cells First component t-SNE Transcriptomics [logFC of gene expression] t-SNE Proteomics [logFC of protein abundance] t-SNE Cellpainting CompoundClass Compounds Evotec Reference Compounds First component First component First component Figure 6: A cross-omics analysis of samples linked by meta-data. The selection of a sample subset in one cluster, e.g., transcriptomics, is then highlighted in the other graphs as well and enables a deeper understanding of the underlying biological process. 33 GENengnews.com Second component Second component Second component Second componenthttps://www.evotec.com/en https://www.genengnews.com https://www.genengnews.com