Cancer Single-cell
Expression Map
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Basic Metabolism Analysis

  • Metabolic flux balance loss

    • Covergency of the total loss and four loss terms during the training of neural networks.

  • Metabolic flux in 168 modules

    • A total of 168 metabolic modules were included in scFEA, the distribution of their calculated metabolic fluxes were visualized.

  • Metabolic flux in 34 pathways

    • A total of 34 metabolic pathways were manually curated from KEGG based on 168 metabolic modules, the distribution of their calculated metabolic fluxes were visualized.

Metabolic Comparative Analysis

  • Cell-type Log2FC of 168 modules
  • Cell-type Log2FC of 34 pathways
  • Glycolysis versus TCA cycle

Metabolic Correlation Analysis