Pathway enrichment pinpointed the pentose phosphate pathway, pyrimidine metabolism, and glutathione metabolism as conserved axes sustaining tumor survival, while network analysis positioned the G6PD-PGD hub as a central metabolic node connecting glucose uptake, redox balance, and nucleotide biosynthesis. The gene discussed is PGD; the disease is neoplasm.