Figure 3.
Transcriptomic characteristics of circulating myeloid cells in patients with high cfBRAFV600E. (A) Dot plot showing the average expression level and percentage of cells expressing DEGs involved in the RAS-MAPK-ERK pathway in cell subsets from each mutational group compared with healthy control. Genes with percentage expression >50% in each group are selected for visualization. Genes of RAS-MAPK-ERK pathway originate from GO:0000165, GO:0070372, and GO:0007265. (B) Boxplot showing the scores of the 2 RAS-MAPK-ERK related pathways for each cell using ssGSEA. Differences between groups are compared with Wilcoxon ran sum test with P value adjusted for multiple testing using Benjamini-Hochberg correction. Adjusted P < .05 is considered to be statistically significant. ns, P = 1; *P < .05; **P < .01; ***P < .001; ****P = 0. Cell number of 3 mutational groups of each cell cluster is shown in right column. (C) Correlation network analysis of DEGs (including transcription factors [TFs] and genes involved in RAS-MAPK-ERK related pathways) of CD14+ Mo, CD16++ Mo, and iMo from high-mutation patients. Pink and brown represent the upregulated genes involved in RAS-MAPK-ERK related pathways and TFs, respectively. Spearman correlation coefficient is calculated using genes with average expression >0.3, and genes with correlation score >0.2 are selected for visualization using cytoscape.

Transcriptomic characteristics of circulating myeloid cells in patients with high cfBRAFV600E. (A) Dot plot showing the average expression level and percentage of cells expressing DEGs involved in the RAS-MAPK-ERK pathway in cell subsets from each mutational group compared with healthy control. Genes with percentage expression >50% in each group are selected for visualization. Genes of RAS-MAPK-ERK pathway originate from GO:0000165, GO:0070372, and GO:0007265. (B) Boxplot showing the scores of the 2 RAS-MAPK-ERK related pathways for each cell using ssGSEA. Differences between groups are compared with Wilcoxon ran sum test with P value adjusted for multiple testing using Benjamini-Hochberg correction. Adjusted P < .05 is considered to be statistically significant. ns, P = 1; *P < .05; **P < .01; ***P < .001; ****P = 0. Cell number of 3 mutational groups of each cell cluster is shown in right column. (C) Correlation network analysis of DEGs (including transcription factors [TFs] and genes involved in RAS-MAPK-ERK related pathways) of CD14+ Mo, CD16++ Mo, and iMo from high-mutation patients. Pink and brown represent the upregulated genes involved in RAS-MAPK-ERK related pathways and TFs, respectively. Spearman correlation coefficient is calculated using genes with average expression >0.3, and genes with correlation score >0.2 are selected for visualization using cytoscape.

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