Fig. 1From: Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential targetIntegration of scRNA seq and proteomics following Ref-1 downregulation under hypoxia. TSNE plot of the scRNA-seq data colored by experimental conditions (A) and inferred cell clusters from unsupervised cell clustering (B). C Heatmap of the top 250 genes with largest dispersion in the scRNA-seq data. High and low expression are colored by yellow and purple, respectively. The column color code represents the experimental condition of each cell annotated in (A). D The top pathways in scRNA-seq data enriched by the down- (blue) and up- (red) regulated genes in Ref-1 KD vs Scr control under hypoxia. The x-axis is -log(p.value) assessed by hypergeometric test. E Heatmap of the proteomics data with the same color code as in (C). F The top pathways observed in the proteomics data enriched by the down- (blue) and up- (red) regulated proteins in siRef-1 vs Scr control under hypoxia. G Gene expression profile of selected genes with significant differential expression through the cell clusters. The color code is the same as the cell clusters annotated in (B)Back to article page