Figure 2.
Figure 2. VPA alters the transcriptional landscape of UCB-CD34+ cells. (A) GEM drop-seq analysis of uncultured single CD34+(D0) and CD34+ cells isolated from cultures incubated for 2 days with VPA (D2). Gene expression data were plotted in 2D, using nonlinear projection t-SNE. Subpanel a indicates distinct clusters of cells D0 (black) and D2 (red). The other subpanels indicate expression of CD34, CD90, CD49f, and CD38 genes in each single cell (gray: not expressed, red: expressed). (B-C) Bulk RNA-seq analysis indicates CD90 (B) and CD49f (C) gene expression in the uncultured (PC), UCB-CD34+ cells (black triangle) and in CD34+ cells isolated from cultures expanded with cytokines alone (gray) or VPA (red). (D) Volcano plot represents differential expressed genes analyzed by bulk RNA-seq in CD34+ cells isolated from cultures expanded for 4 days with VPA compared with CD34+ cells expanded with cytokines alone (n = 3). VPA treatment upregulated 188 and downregulated 51 genes (log2 fold change, >4, with an FDR < 0.05). (E-F) The upregulated genes shown in panel D were enriched for the gene set that are upregulated in primate HSCs (E) and for other upregulated genes sets in human and murine HSCs and HSPCs (F) analyzed by GSEA. ā€œnā€ is the number of biological replicates. cpm, counts per million; FDR, false discovery rate; NES, normalized enrichment score.

VPA alters the transcriptional landscape of UCB-CD34+cells. (A) GEM drop-seq analysis of uncultured single CD34+(D0) and CD34+ cells isolated from cultures incubated for 2 days with VPA (D2). Gene expression data were plotted in 2D, using nonlinear projection t-SNE. Subpanel a indicates distinct clusters of cells D0 (black) and D2 (red). The other subpanels indicate expression of CD34, CD90, CD49f, and CD38 genes in each single cell (gray: not expressed, red: expressed). (B-C) Bulk RNA-seq analysis indicates CD90 (B) and CD49f (C) gene expression in the uncultured (PC), UCB-CD34+ cells (black triangle) and in CD34+ cells isolated from cultures expanded with cytokines alone (gray) or VPA (red). (D) Volcano plot represents differential expressed genes analyzed by bulk RNA-seq in CD34+ cells isolated from cultures expanded for 4 days with VPA compared with CD34+ cells expanded with cytokines alone (n = 3). VPA treatment upregulated 188 and downregulated 51 genes (log2 fold change, >4, with an FDR < 0.05). (E-F) The upregulated genes shown in panel D were enriched for the gene set that are upregulated in primate HSCs (E) and for other upregulated genes sets in human and murine HSCs and HSPCs (F) analyzed by GSEA. ā€œnā€ is the number of biological replicates. cpm, counts per million; FDR, false discovery rate; NES, normalized enrichment score.

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